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<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1347373</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2024.1347373</article-id>
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<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Review</subject>
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<title-group>
<article-title>Production of sugars from lignocellulosic biomass via biochemical and thermochemical routes</article-title>
<alt-title alt-title-type="left-running-head">Brown et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fenrg.2024.1347373">10.3389/fenrg.2024.1347373</ext-link>
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<contrib contrib-type="author">
<name>
<surname>Brown</surname>
<given-names>Jessica</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Lindstrom</surname>
<given-names>Jake K.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Ghosh</surname>
<given-names>Arpa</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Rollag</surname>
<given-names>Sean A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<name>
<surname>Brown</surname>
<given-names>Robert C.</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<xref ref-type="aff" rid="aff3">
<sup>3</sup>
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<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Mechanical Engineering</institution>, <institution>Iowa State University</institution>, <addr-line>Ames</addr-line>, <addr-line>IA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Bioeconomy Institute</institution>, <institution>Iowa State University</institution>, <addr-line>Ames</addr-line>, <addr-line>IA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Chemical and Biological Engineering</institution>, <institution>Iowa State University</institution>, <addr-line>Ames</addr-line>, <addr-line>IA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2293750/overview">Sasha Yang</ext-link>, Monash University, Australia</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1918132/overview">Claudia Prestigiacomo</ext-link>, University of Palermo, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1954457/overview">Suan Shi</ext-link>, China Agricultural University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Robert C. Brown, <email>rcbrown3@iastate.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1347373</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>11</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Brown, Lindstrom, Ghosh, Rollag and Brown.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Brown, Lindstrom, Ghosh, Rollag and Brown</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Sugars are precursors to the majority of the world&#x2019;s biofuels. Most of these come from sugar and starch crops, such as sugarcane and corn grain. Lignocellulosic sugars, although more challenging to extract from biomass, represent a large, untapped, opportunity. In response to the increasing attention to renewable energy, fuels, and chemicals, we review and compare two strategies for extracting sugars from lignocellulosic biomass: biochemical and thermochemical processing. Biochemical processing based on enzymatic hydrolysis has high sugar yield but is relatively slow. Thermochemical processing, which includes fast pyrolysis and solvent liquefaction, offers increased throughput and operability at the expense of low sugar yields.</p>
</abstract>
<kwd-group>
<kwd>biomass</kwd>
<kwd>sugars</kwd>
<kwd>pyrolysis</kwd>
<kwd>solvent liquefaction</kwd>
<kwd>hydrolysis</kwd>
<kwd>levoglucosan</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Bioenergy and Biofuels</meta-value>
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</front>
<body>
<sec id="s1">
<title>1 The need for sugars</title>
<p>Transferring society&#x2019;s dependence from petroleum to biomass resources for the production of liquid transportation fuels and commodity chemicals can improve the sustainability of energy and chemical industries by reducing pollution and managing greenhouse gas (GHG) emissions. Biofuels can play a key role in meeting the growing demands for renewable energy and help alleviate global climate change (<xref ref-type="bibr" rid="B274">Smith, 2016</xref>; <xref ref-type="bibr" rid="B136">IPCC, 2018</xref>). In addition to fuels, biomass can be converted into chemical building blocks, replacing some of the most commonly used petroleum-based chemicals (<xref ref-type="bibr" rid="B311">Werpy et al., 2004</xref>). The constituents of biomass include carbohydrates, lipids, protein, and lignin, all of which, in principle, can be converted into renewable fuels and chemicals. However, most of the current supply and much of the projected supply of these bio-based products are anticipated to come from carbohydrates, which is the focus of this review.</p>
</sec>
<sec id="s2">
<title>2 Fuels and chemicals</title>
<sec id="s2-1">
<title>2.1 Fuels</title>
<p>Transportation constitutes approximately 27% of the total GHG emissions in the world, thus representing one of the largest opportunities to displace fossil fuels (<xref ref-type="bibr" rid="B276">Sources of Greenhouse Gas Emissions, 2020</xref>). The current transportation sector is based on spark-ignition engines, which require high-octane fuels like gasoline, and compression-ignition engines, which require high-cetane fuels like diesel. Ethanol, with an octane number of 113, is attractive for replacing gasoline, while methyl esters, with a cetane number approximately 55, can replace diesel fuel. Ethanol is readily produced by fermenting carbohydrates, while methyl esters (familiarly known as biodiesel) are the product of transesterification of plant lipids and animal fats (<xref ref-type="bibr" rid="B35">Brown and Brown, 2014</xref>). The potential energy supply from carbohydrates is far in excess of the energy that could be produced from plant lipids and animal fats. Accordingly, much of the future supply of biofuels is premised on fermenting sugars from various kinds of carbohydrates into either ethanol for use in spark-ignition engines or lipids and terpenes for compression-ignition engines and jet engines.</p>
<p>Sugar and starch crops such as sugarcane and corn are the source of carbohydrates to produce so-called first-generation (1G) ethanol, which accounts for most of the growth in the biofuels industry to date. Today, essentially all gasoline in the United States of America (USA) is blended with 10% ethanol (<xref ref-type="bibr" rid="B83">EIA, 2016</xref>). Other countries of the world have also established policies to encourage production of biofuels. In 2008, the worldwide ethanol production was 66.77 billion liters (<xref ref-type="bibr" rid="B109">Gupta and Verma, 2015</xref>), which subsequently increased to 106.6 billion liters in 2022 with Brazil and USA contributing to over 80% of the total ethanol production (<xref ref-type="bibr" rid="B92">Renewable Fuels Association, 2023</xref>).</p>
<p>Ethanol has several advantages as transportation fuel. From an environmental perspective, ethanol is biodegradable and less toxic than gasoline. An analysis by the Renewable Fuels Association showed that ethanol blended with gasoline resulted in a cumulative CO<sub>2</sub> savings of 1.212 billion metric tons to date (<xref ref-type="bibr" rid="B295">Unnasch et al., 2023</xref>). From a performance perspective, blends of ethanol and gasoline have octane ratings higher than gasoline (<xref ref-type="bibr" rid="B4">Anderson et al., 2012</xref>). Ethanol has disadvantages as a fuel that periodically raises concerns in the press. Consumers notice lower fuel economy (distance driven per volume of fuel) for ethanol&#x2013;gasoline blends, especially as the blend ratio increases, arising from the lower volumetric energy density of ethanol than of gasoline. Although this is not an energy efficiency issue, it is an inconvenience, requiring more frequent refueling. Gasoline&#x2013;ethanol blends can phase-separate when contaminated with water, which prevents their distribution in exiting gasoline pipelines (<xref ref-type="bibr" rid="B93">Furey and Perry, 1991</xref>; <xref ref-type="bibr" rid="B313">Whims, 2002</xref>; <xref ref-type="bibr" rid="B308">Wallner et al., 2009</xref>). However, these problems are relatively modest when compared to the challenges of transforming the large and diverse global resource of carbohydrates into fermentable sugars.</p>
<p>Sugarcane contains sucrose, a disaccharide, which both microorganisms and animals (such as humans) can metabolize. Starch is the carbohydrate in corn and other grains, a storage polysaccharide, which is readily hydrolyzed to monosaccharide glucose through the action of acids, enzymes, and microorganisms found in the digestive system of many animals. As many critics to biofuels point out, first-generation ethanol is produced from feedstocks that are an important part of the human food chain.</p>
<p>In response to concerns about worldwide food insecurity and indirect land use change, as well as on the potential for increased rural economic growth, biofuel policies around the world incentivize the use of non-food crops for the production of biofuels. Of special interest are plants classified as lignocellulosic biomass, such as wood, grasses, and crop residues. Lignocellulosic biomass, which are rich sources of the structural carbohydrates, cellulose and hemicellulose, include a wide range of waste and dedicated energy crops that are high yielding, abundant, and of relatively low cost. Like storage carbohydrates, structural carbohydrates can be hydrolyzed to fermentable sugars and metabolized, although only a relatively few organisms have evolved to directly utilize them as sources of energy and carbon. Further challenges include releasing polysaccharides from the lignocellulosic structure, hydrolyzing the polysaccharides to simple sugars, removing fermentation inhibitors from the substrate, and efficiently fermenting both hexoses (six-carbon sugars) and pentoses (five-carbon sugars) produced from the polysaccharides. Overcoming these technical challenges is not enough; the resulting process for the production of cellulosic ethanol must be carbon-efficient, cost-effective, and environmentally sustainable.</p>
<p>Structural carbohydrates can be converted into liquid fuels other than ethanol such as hydrocarbons for diesel and jet fuels or completely new fuel molecules such as 2,5-dimethylfuran (<xref ref-type="bibr" rid="B52">Chidambaram and Bell, 2010</xref>; <xref ref-type="bibr" rid="B56">Climent et al., 2014</xref>; <xref ref-type="bibr" rid="B27">Braun and Antonietti, 2017</xref>; <xref ref-type="bibr" rid="B81">Eagan et al., 2017</xref>). Microbial fermentation can transform biomass-derived sugars into a variety of biofuels such as ethanol, butanol, isobutanol, and acetone (<xref ref-type="bibr" rid="B286">Tao and Aden, 2009</xref>). Conventionally, butanol is produced commercially through ABE (acetone, butanol, and ethanol) fermentation of molasses using anaerobic bacteria. <italic>Clostridium acetobutylicum</italic>, genetically modified <italic>Saccharomyces cerevisiae</italic>, and <italic>Escherichia coli</italic> strains are the basis for producing butanol from sugars (<xref ref-type="bibr" rid="B205">Mohagheghi et al., 2002</xref>; <xref ref-type="bibr" rid="B333">Zhang et al., 2008</xref>). Genetically engineered <italic>E. coli</italic> can also convert sugars into structurally tailored fatty acids suitable for biodiesel production (<xref ref-type="bibr" rid="B279">Steen et al., 2010</xref>). Various recent reports show that engineered oleaginous yeasts with cost-efficient bioconversion processes and lipid extraction mechanisms can effectively convert simple sugars into drop-in transportation fuels (<xref ref-type="bibr" rid="B162">Kruger et al., 2018</xref>; <xref ref-type="bibr" rid="B325">Xu, P. et al., 2016</xref>).</p>
<p>Hydrocarbons can be produced from sugars (<xref ref-type="bibr" rid="B67">Davis et al., 2013</xref>; <xref ref-type="bibr" rid="B56">Climent et al., 2014</xref>). This area has deservedly received much attention, but their biological production often involves complex metabolic pathways. Instead of trying to adapt microorganisms to the production of conventional fuel molecules, many researchers advocate adapting fuel infrastructure to molecules that are more readily produced biologically (<xref ref-type="bibr" rid="B267">Shanks and Keeling, 2017</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Chemicals</title>
<p>Sugars can be converted into bio-based products other than biofuels. Chemicals typically have higher price points than fuels, which allows small, specialized companies to compete with much larger producers. Lignocellulosic sugars can be used to manufacture commodity chemical suitable for the production of polymers, pharmaceuticals, reagents, and solvents (<xref ref-type="bibr" rid="B201">Mika et al., 2018</xref>). Researchers have demonstrated that sugars can be transformed into high-value chemical precursors that are not easily produced from petroleum. For instance, the chiral structure of levoglucosan, an anhydrosugar from thermal deconstruction of cellulose, is useful in creating unique molecules for the pharmaceutical and plastic industries (<xref ref-type="bibr" rid="B138">Itabaiana Junior et al., 2020</xref>). Production of levoglucosan and other carbohydrates from petroleum is very inefficient, involving many low-yielding synthesis steps. Recently, researchers have established highly selective levoglucosan production methods at a purity of up to 95% from completely renewable biomass sources in a small number of steps (<xref ref-type="bibr" rid="B50">Chen et al., 2016</xref>; <xref ref-type="bibr" rid="B251">Rover et al., 2019</xref>). Levoglucosenone, which is doubly dehydrated glucose, also has chiral characteristics that make it an attractive building block for pharmaceutical products (<xref ref-type="bibr" rid="B57">Comba et al., 2018</xref>). Levoglucosenone can be converted into 1,6-hexanediol, a nylon precursor, and dihydrolevoglucosenone (cyrene), a bio-based solvent that can replace many toxic polar aprotic solvents (<xref ref-type="bibr" rid="B43">Cao et al., 2015</xref>; <xref ref-type="bibr" rid="B163">Kudo et al., 2017</xref>).</p>
<p>Sugar-based furanic dehydration products also have the potential as chemical building blocks. One of the most interesting molecules is 5-hydroxymethylfurfural (5-HMF), typically produced by a triple dehydration of fructose or isomerization of glucose to fructose and subsequent dehydration. It can be used to produce a range of useful molecules such as furandicarboxylic acid, levulinic acid, and dimethylfuran via catalytic routes (<xref ref-type="bibr" rid="B300">van Putten et al., 2013</xref>). These products, among others, can be used as platform chemicals for making solvents, polymers, fuel additives, and plastics (<xref ref-type="bibr" rid="B311">Werpy et al., 2004</xref>; <xref ref-type="bibr" rid="B79">Dutta et al., 2012</xref>; <xref ref-type="bibr" rid="B70">Delidovich et al., 2016</xref>; <xref ref-type="bibr" rid="B94">Galbis et al., 2016</xref>). Similarly, furfural, a dehydrated furanic compound derived from xylose, can be transformed into commodity chemicals such as furan, tetrahydrofuran (THF), furfuryl alcohol, tetrahydrofurfuryl alcohol, maleic acid, and methyl furan, among others, all of which are highly useful as polymer precursors, industrial solvents, and fuels (<xref ref-type="bibr" rid="B194">Mariscal et al., 2016</xref>). Polyols such as glycerol, and propylene and ethylene glycol are precursor chemicals for manufacturing fuel alkanes or aromatic hydrocarbons. These polyols can be generated from sorbitol, the result of glucose hydrogenation (<xref ref-type="bibr" rid="B164">Kunkes et al., 2008</xref>). Simple sugars can also be readily fermented into carboxylic acids such as lactic acid and succinic acid, which have applications in the food, pharmaceutical, and adhesive industries (<xref ref-type="bibr" rid="B185">Luterbacher et al., 2014</xref>).</p>
<p>Carbohydrate-derived chemicals are attractive precursors for the manufacture of new kinds of fine and commodity chemicals due to their unique properties and, in some cases, reduced environmental impact. <xref ref-type="fig" rid="F1">Figure 1</xref> illustrates a selection of the many pathways from sugars to bio-based fuels and chemicals.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>C<sub>6</sub> and C<sub>5</sub> sugars can be converted into a variety of fuels and commodity chemicals.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s3">
<title>3 Sugars from lignocellulosic biomass</title>
<p>The two most abundant biopolymers in the world are cellulose (<xref ref-type="bibr" rid="B119">Heinze et al., 2018</xref>) and hemicellulose (<xref ref-type="bibr" rid="B242">Rao et al., 2023</xref>), usually occurring together as lignocellulose, a biocomposite of these two polysaccharides along with lignin. Lignocellulose evolved as recalcitrant structural material found in the roots, stems, leaves, and seed casings of terrestrial plants. Lignocellulose is water-insoluble and resists microbial and insect-based attacks. Although this recalcitrance is a key to plant survival, it becomes a significant hurdle in efforts to release fermentable sugars from the polysaccharides in lignocellulose (<xref ref-type="bibr" rid="B123">Himmel et al., 2007</xref>; <xref ref-type="bibr" rid="B339">Zhao et al., 2012</xref>; <xref ref-type="bibr" rid="B179">Lindstrom et al., 2019b</xref>).</p>
<p>This recalcitrance is chiefly responsible for the continued dominance of 1G ethanol production from grains, sugarcane, and sugar beets despite government policies around the world being intended to promote second-generation (2G) refineries (<xref ref-type="bibr" rid="B21">Bertrand et al., 2012</xref>). By contrast, converting starch to fermentable sugars using enzymes or heat does not pose a significant technical or economic challenge (<xref ref-type="bibr" rid="B149">Kelsall et al., 2003</xref>; <xref ref-type="bibr" rid="B21">Bertrand et al., 2012</xref>; <xref ref-type="bibr" rid="B35">Brown and Brown, 2014</xref>).</p>
<p>Monosaccharides and disaccharides from sugar and starch crops are edible carbohydrate, which has led to the so-called &#x201c;food vs. fuel&#x201d; debate (<xref ref-type="bibr" rid="B307">Wallington et al., 2012</xref>). The basic premise is simple: using crops to produce fuels reduces the world food supply causing scarcity, increase in prices, and even deforestation in the tropics (<xref ref-type="bibr" rid="B307">Wallington et al., 2012</xref>). This debate gained credibility in 2008 when the price of food spiked, at a time when biofuel production increased in the USA and the European Union (EU). The World Bank and others linked these two events, appearing to validate this concern. The World Bank&#x2019;s report blamed biofuel production for increasing food prices, leading to riots and financial hardship in developing nations (<xref ref-type="bibr" rid="B203">Mitchell, 2008</xref>). As more data become available and the initial trends failed to hold, the World Bank reviewed the 2008 event 2&#xa0;years later and changed their opinion on the cause of the spike in food prices. With more time and data, they determined that the commodity price boom was mostly the result of energy prices and financial investors&#x2014;not due to biofuel production (<xref ref-type="bibr" rid="B9">Baffes and Haniotis, 2010</xref>). The nonpartisan Congressional Budget Office agreed (<xref ref-type="bibr" rid="B58">Congressional Budget Office, 2009</xref>). Hoping to end the debate, the Renewable Fuels Association commissioned an analysis in 2016 when crop prices were falling and biofuel production was at record levels. Despite finding no link between food prices and biofuels (<xref ref-type="bibr" rid="B133">Informa Economics, 2016</xref>), the reputation of 1G biofuels was damaged in the eyes of many environmental groups and parts of the public. In principle, cellulosic biofuels circumvent this concern although one might argue that depolymerizing cellulose into glucose has transformed a structural polysaccharide into food. At the heart of this debate is deciding what level of human intervention in the environment is acceptable to provide society with basic needs beyond food.</p>
<p>Beyond policy or society pressures, utilizing lignocellulosic biomass instead of food crops has the potential for higher efficiency. On a land area basis, corn produces less carbohydrate than many lignocellulosic crops. Crop yields matter to both farmers and biorefineries. Transporting crops over large distances is often very expensive due to their low volumetric density, so crop yields in the surrounding areas can influence the size of a planned biorefinery (<xref ref-type="bibr" rid="B139">Jacobson et al., 2014</xref>). The 2016 Billion-Ton Report details the untapped potential of lignocellulosic biomass (<xref ref-type="bibr" rid="B297">U.S. Department of Energy, 2016</xref>). Note that sugar comprises the majority of lignocellulosic biomass (<xref ref-type="bibr" rid="B318">Williams et al., 2016</xref>). The amount of sugar that can actually be extracted from structural carbohydrate depends upon the biochemical or thermochemical process employed, which is explored in detail in this review.</p>
</sec>
<sec id="s4">
<title>4 Policies</title>
<p>Over 60 countries have put in place policies to encourage adoption of biofuels (<xref ref-type="bibr" rid="B168">Lane, 2019</xref>). International associations of nations have also set out goals to reduce carbon emissions that impact biofuels adoption. This section summarizes some of the most impactful policies around the world.</p>
<sec id="s4-1">
<title>4.1 The United States</title>
<p>Two major pieces of legislation influencing biofuels&#x27; adoption emerged in the USA at the turn of the 21st century. The US Energy Policy Act of 2005 established the Renewable Fuel Standard (RFS). The standard was subsequently replaced and expanded upon by the Energy Independence and Security Act of 2007. Soon afterward, California established the Low-Carbon Fuel Standard (LCFS). Although it only applies to fuel use in California, by virtue of its large economic impact on the United States, California&#x2019;s LCFS has influenced other states to adopt similar fuel policies.</p>
<p>The updated RFS (RFS2) created a target of 36 billion gallons (136 billion liters) of renewable fuels in the USA by 2022 (<xref ref-type="fig" rid="F2">Figure 2A</xref>) (<xref ref-type="bibr" rid="B246">Renewable Identification Number, 2023</xref>). Of this amount, approximately 15 gallons (57 billion liters) could be 1G ethanol, whereas the remaining 21 billion gallons (79 billion liters) was mandated to be other kinds of biofuels, such as 2G ethanol, also commonly known as cellulosic ethanol (<xref ref-type="bibr" rid="B227">Perlack et al., 2005</xref>). The RFS is enforced through the use of renewable volume obligations (RVOs), which requires fuel producers to blend renewable fuels or purchase renewable identification numbers (RINs) from a producer who has blended more than the obligated volume (<xref ref-type="bibr" rid="B199">McPhail et al., 2011</xref>). The original plan called for an aggressive expansion of cellulosic biofuel production, beginning in 2010 (<xref ref-type="bibr" rid="B88">
<italic>Energy Independence and Security Act of 2007</italic>, 2007</xref>; <xref ref-type="bibr" rid="B244">Regulation of Fuels and Fuel Additives, 2011</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Biofuel mandates in the USA <bold>(A)</bold> have been met only for first-generation (1G) biofuels, while volumes of second-generation (2G) biofuels are less than 5% of the volumes envisioned by 2022. Actual ethanol production in the USA is shown in <bold>(B)</bold>. Figures are based on Renewable Identification Number data, which excludes exported 1G ethanol, from the USA EPA.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g002.tif"/>
</fig>
<p>As illustrated in <xref ref-type="fig" rid="F2">Figure 2B</xref>, while 1G biofuels targets were met much faster than mandated, production of 2G biofuels is still less than 5% of mandated volumes. This failure would be even more glaring if the US Environmental Protection Agency (EPA) had not ruled that methane from the anaerobic digestion of organic wastes such as manure and wastewater solids, known as renewable natural gas (RNG), could be counted as 2G biofuels. The actual volumes of cellulosic ethanol are currently less than 15 million gallons (57 million liters) per year.</p>
<p>While some commercial-scale cellulosic ethanol plants were built in the USA, none remain operating today. This failure of the cellulosic fuel industry has several causes (<xref ref-type="bibr" rid="B161">Kramer, 2022</xref>). In part, the difficulties of deconstructing lignocellulosic biomass were not fully acknowledged, especially when scaling up technology identified in the laboratory. However, there were also market forces and policy failures at work. When the price of petroleum surged in 2008 to $146 per barrel, a 140% increase in 2&#xa0;years, the future of advanced biofuels looked bright. However, the next year, the price dropped to $35 per barrel, destroying the market price of fuel ethanol along with the business model of the cellulosic ethanol industry. Finally, the volatility of RIN prices, often politically influenced, added to the risk of making long-term investments in new technology (<xref ref-type="bibr" rid="B39">Brown, 2019</xref>, <xref ref-type="bibr" rid="B38">2018</xref>).</p>
<p>The (<xref ref-type="bibr" rid="B293">Clean Air Act of 1970</xref>) allows California to ask the EPA for a waiver to regulate transportation emissions more strictly than federal standards. This exemption was included because California established an air quality agency known as the California Air Resource Board (CARB) prior to the federal government&#x2019;s standards. The unique climate and geography of California encouraged stricter emission standards than the Clean Air Act to reach air quality improvement. This waiver ultimately allowed California to explore innovations such as the LCFS to improve air quality in the state. The California LCFS works by assigning carbon intensity scores to every fuel based upon the life cycle analysis of GHGs using the California (CA) Greenhouse gases, Regulated Emissions, and Energy use in Transportation (GREET) model (<xref ref-type="bibr" rid="B170">California Air Resources Board, 2023</xref>). The total California fuel pool carbon intensity is set, and credits are earned for having lower scores and must be purchased for fuels that exceed the limit.</p>
<p>More recent policy developments include the Inflation Reduction Act of 2022, touted as the most significant of government commitments to low-carbon biofuels since the establishment of the Renewable Fuel Standard. This act includes the Higher Blend Infrastructure Incentive Program, which sets aside $500 million in government funding to expand infrastructure for biofuels production and distribution (<xref ref-type="bibr" rid="B132">Inflation Reduction Act of 2022, 2022</xref>). The act also extends the $1/gallon biomass-based diesel blender&#x2019;s tax credit until 31 December 2024 and the $0.50/gallon alternative fuels tax credit through 2025 (<xref ref-type="bibr" rid="B132">
<italic>Inflation Reduction Act of 2022</italic>, 2022</xref>). While expired at the end of 2021, the second-generation biofuel income tax credit was extended through 2024 (<xref ref-type="bibr" rid="B132">
<italic>Inflation Reduction Act of 2022</italic>, 2022</xref>). Additionally, a new sustainable aviation fuel (SAF) credit was established (<xref ref-type="bibr" rid="B132">
<italic>Inflation Reduction Act of 2022</italic>, 2022</xref>). A new Clean Fuel Production Credit will take effect in 2025 to incentivize fuels with low life-cycle greenhouse gas emissions (<xref ref-type="bibr" rid="B132">
<italic>Inflation Reduction Act of 2022</italic>, 2022</xref>).</p>
</sec>
<sec id="s4-2">
<title>4.2 Brazil</title>
<p>Until 2006, Brazil was the largest ethanol producer worldwide (<xref ref-type="bibr" rid="B134">International Energy Statistics, 2017</xref>). Unlike the USA, which started its major biofuels program in 2005, Brazil launched the National Alcohol Program in 1975 in response to the 1973 oil crisis (<xref ref-type="bibr" rid="B264">Sewalk, 2014</xref>). This program was highly successful, leading to a rapid expansion of the Brazilian ethanol industry. Ethanol blending reached the target level of 20% in only a few years (<xref ref-type="bibr" rid="B124">Hira and de Oliveira, 2009</xref>). Today, standard gasoline blend in Brazil contains 27% ethanol with the option of using hydrous ethanol in specifically designed vehicles (<xref ref-type="bibr" rid="B16">Barros, 2018</xref>). With the passage of the Paris Agreement, Brazil introduced a new biofuels program called RenovaBio that took effect in 2020 (<xref ref-type="bibr" rid="B17">Barros, 2021</xref>). The new program was introduced to accelerate the transition to renewable fuels to meet the Brazilian carbon reduction commitment (<xref ref-type="bibr" rid="B16">Barros, 2018</xref>). Unlike the National Alcohol Program, the government does not guarantee a selling price for ethanol. RenovaBio will use tradable decarbonization credits to reach mandated carbon intensity reduction targets. Second-generation ethanol plants would utilize the vast quantities of bagasse from production of sugarcane ethanol, further reducing the carbon intensity of ethanol production in Brazil.</p>
</sec>
<sec id="s4-3">
<title>4.3 The European Union</title>
<p>The Renewable Energy Directive (RED) establishes the overall policies for renewable energy production and promotion within the EU. According to this directive, the EU had to supply at least 42.5% of its total energy requirements from renewable sources by 2030 (<xref ref-type="bibr" rid="B76">
<italic>Directive (EU) 2023/1791 of the European Parliament and of the Council of 13 September 2023 on energy efficiency and amending Regulation (EU) 2023/955 (recast)</italic>, 2023</xref>). In this directive, biofuels have been identified as instrumental in meeting the goals for renewable transportation fuel production in Europe. Furthermore, the RED also set sustainability criteria for biofuel production and consumption. The major criteria require biofuel production to achieve at least a 50% reduction in GHG emissions for biofuel operations that started production before 5 October 2015 and a 60% reduction for those that started after the same date. The RED ensures that high biodiversity areas (e.g., wetlands and forests) are not used for biofuel feedstock production. This directive encourages the biofuels industry to use dedicated energy crops and agricultural residues as feedstock (<xref ref-type="bibr" rid="B76">
<italic>Directive (EU) 2023/1791 of the European Parliament and of the Council of 13 September 2023 on energy efficiency and amending Regulation (EU) 2023/955 (recast)</italic>, 2023</xref>).</p>
</sec>
<sec id="s4-4">
<title>4.4 China and India</title>
<p>The world&#x2019;s two most populous nations are aggressively developing wind and solar energy but have less ambitious goals for biofuels. For this reason, their renewable transportation fuels policies are only briefly outlined.</p>
<p>In 2017, China established a goal of 10% ethanol in their gasoline transportation fuel supply by 2020. At that time, domestic biorefineries were producing approximately 1 billion gallons (3.8 billion liters) of ethanol annually (<xref ref-type="bibr" rid="B173">Li et al., 2017</xref>), a fifth of the amount required to blend with all gasoline (<xref ref-type="bibr" rid="B296">UPDATE 1-China&#x2019;s Tianjin to use gasoline with ethanol in most vehicles, 2018</xref>). Few biorefineries have been proposed and even fewer approved to meet this demand through domestic production alone. Faced with these constraints, China has decided to suspend the program rather than purchase ethanol from the USA or Brazil to achieve its goal (<xref ref-type="bibr" rid="B107">Gu et al., 2020</xref>).</p>
<p>Under the National Policy on Biofuels established in 2008, India set an ambitious goal of blending 20% biofuels in gasoline and diesel by 2017 (<xref ref-type="bibr" rid="B6">Aradhey, 2017</xref>). India missed this target, managing to blend only 3.3% in 2016 (<xref ref-type="bibr" rid="B6">Aradhey, 2017</xref>). This low blend rate resulted from limited supply because domestic biofuels&#x27; production was restricted to non-food feedstocks (<xref ref-type="bibr" rid="B6">Aradhey, 2017</xref>). Currently, the main ethanol feedstock is waste sugarcane molasses; however, the policy intended for the production goals to be met with 2G ethanol (<xref ref-type="bibr" rid="B6">Aradhey, 2017</xref>). India has amended its National Biofuels Policy to target 20% blend by 2025 and to permit additional feedstocks for fuel production, which include food sources (<xref ref-type="bibr" rid="B64">Das and Rosmann, 2023</xref>). In 2022, the average national blend rate in India was 11.5%; however, it is still expected that India will struggle to meet its 20% blend target by 2025 (<xref ref-type="bibr" rid="B64">Das and Rosmann, 2023</xref>).</p>
</sec>
<sec id="s4-5">
<title>4.5 Association of Southeast Asian Nations</title>
<p>While currently heavily dependent on fossil fuel, the 10 developing countries in the Pacific known as the Association of Southeast Asian nations (ASEAN) are strategically capable to produce advanced biofuels from their abundant lignocellulosic feedstocks, particularly palm biomass residues. The first ASEAN country to sign the government policy to promote the biofuels industry was Thailand in 2000, targeting 1.9% biofuel contribution to the total energy consumption by 2011 (<xref ref-type="bibr" rid="B24">Bloyd, 2017</xref>). The current Alternative Energy Development Plan (AEDP) in Thailand set a guideline of 20%&#x2013;25% renewables target from ethanol and biodiesel by the year 2036 (<xref ref-type="bibr" rid="B24">Bloyd, 2017</xref>). Indonesia&#x2019;s National Energy Policy in 2006 targeted energy diversification that led to a subsequent Biofuel Program with blending mandates of B35 as of 2023 (<xref ref-type="bibr" rid="B240">Rahmanulloh, 2022</xref>). Indonesia is a significant producer of biofuels at 9.3 billion liters in the year 2022 (<xref ref-type="bibr" rid="B23">Biofuel production by country/region and fuel type, 2016&#x2013;2022, 2022</xref>). The other member states with blending mandates of bioethanol and biodiesel are Malaysia, Thailand, Vietnam, and the Philippines (<xref ref-type="bibr" rid="B49">Chanthawong and Dhakal, 2016</xref>).</p>
</sec>
<sec id="s4-6">
<title>4.6 The Paris Agreement</title>
<p>In December 2015, the United Nations Framework Convention on Climate Change (UNFCCC) met in Paris where it reached a landmark consensus on fighting climate change, establishing accelerated actions and investments to encourage a low-carbon future (<xref ref-type="bibr" rid="B259">Savaresi, 2016</xref>). The central aim of the Paris Agreement was to strengthen efforts to keep the rise in global temperature below 2&#xb0;C from pre-industrial levels with ambitions to further reduce this rise to only 1.5&#xb0;C. As of 2023, every country recognized by the United Nations has signed the agreement, although not all countries have ratified it (<xref ref-type="bibr" rid="B294">United Nations Treaty Collection, 2023</xref>).</p>
<p>Furthermore, this agreement has set a goal of strengthening the ability of countries to deal with the impacts of climate change. To achieve these ambitious goals, it is becoming increasingly important to develop 2G ethanol.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Deconstruction methods</title>
<p>In this review, we discuss three major pathways for biomass deconstruction to produce precursor sugars for advanced biofuels production. Biochemical deconstruction employs enzymatic hydrolysis to break down plant polysaccharides into fermentable sugars. Thermal deconstruction, which uses thermal energy to convert lignocellulosic biomass into monosaccharides, includes fast pyrolysis and solvent liquefaction. Challenges to sugar production via the three described routes are separately described.</p>
<p>Enzymatic hydrolysis utilizes a system of enzymes known as cellulases to facilitate the multistep depolymerization of cellulose in the presence of water to produce monosaccharides (<xref ref-type="bibr" rid="B35">Brown and Brown, 2014</xref>). In this process, insoluble cellulose is first broken down at the interface of solid and liquid by the action of endoglucanase and cellobiohydrolase to produce cellodextrins and cellobiose (<xref ref-type="bibr" rid="B330">Yang et al., 2011</xref>). Cellodextrins are further hydrolyzed to cellobiose by these two enzymes, while cellobiose is subsequently hydrolyzed to glucose by &#x3b2;-glucosidase (<xref ref-type="bibr" rid="B75">Dien and Bothast, 2003</xref>). The enzyme system can also include hemicellulases to hydrolyze hemicellulose although this polysaccharide is often partially or fully solubilized during pretreatments intended to improve the accessibility of enzymes to the interior of the lignocellulosic structure (<xref ref-type="bibr" rid="B75">Dien and Bothast, 2003</xref>).</p>
<p>Fast pyrolysis is the rapid thermal deconstruction of biomass in the absence or near absence of oxygen and at temperatures in the range of 400&#xb0;C&#x2013;600&#xb0;C to produce liquid, gas, and char (<xref ref-type="bibr" rid="B232">Polin et al., 2019</xref>; <xref ref-type="bibr" rid="B233">Polin et al., 2019</xref>; <xref ref-type="bibr" rid="B302">Venderbosch, 2019</xref>). The predominant carbohydrate products in bio-oil are anhydrosugars that include anhydrohexoses, anhydropentoses, and di-anhydrosugars, which are formed from thermal cracking rather the hydrolysis of glycosidic bonds (<xref ref-type="bibr" rid="B220">Patwardhan et al., 2011a</xref>; <xref ref-type="bibr" rid="B222">2009</xref>). However, the presence of xylose among the products of pyrolysis suggests that sufficient moisture is present to support partial hydrolysis of hemicellulose. Importantly, these anhydrosugars and monosaccharides have vapor pressures high enough at pyrolysis temperatures to allow them to vaporize and escape the pyrolyzer along with other volatile products. Microorganisms have evolved in burnt environments that can metabolize anhydrosugars (<xref ref-type="bibr" rid="B169">Layton et al., 2011</xref>; <xref ref-type="bibr" rid="B180">Linger et al., 2016</xref>). Furthermore, anhydrosugars such as levoglucosan and cellobiosan can be acid hydrolyzed into glucose and cellobiose, respectively, which are readily fermented by <italic>S. cerevisiae</italic>. On the other hand, <italic>S. cerevisiae</italic> is unable to convert xylose (<xref ref-type="bibr" rid="B140">Jansen et al., 2017</xref>) although other kinds of wild-type yeast and genetically modified microorganisms can be employed for this purpose (<xref ref-type="bibr" rid="B261">Seike et al., 2019</xref>).</p>
<p>Solvent liquefaction uses a solvent to aid in thermal deconstruction of biomass, converting cellulose and hemicellulose into carbohydrates dissolved in the solvent. This process occurs at moderate temperatures and high pressures (105&#xb0;C&#x2013;350&#xb0;C, up to 20&#xa0;MPa), depending upon the solvent system and kind of biomass (<xref ref-type="bibr" rid="B102">Ghosh and Haverly, 2019</xref>). Solvent liquefaction is sometimes facilitated with a homogeneous catalyst. The carbohydrate products include anhydrosugars, mono- and oligosaccharides, or alkylated sugars, depending on the type of solvent system implemented.</p>
</sec>
<sec id="s6">
<title>6 Lignocellulosic feedstock logistics</title>
<sec id="s6-1">
<title>6.1 Milling and comminution</title>
<p>The first step in producing sugars from lignocellulosic biomass is comminution (particle size reduction). Comminution increases the surface-area-to-volume ratio of the feedstock, reducing heat and mass transfer barriers to deconstruction. For example, the rates of conversion and yields of liquid products from pyrolysis and solvent liquefaction often require very small particles to overcome heat and mass transport limitations (<xref ref-type="bibr" rid="B96">Gaston et al., 2011</xref>). On the other hand, enzymatic hydrolysis is typically kinetically limited by slow enzyme reaction rates and can therefore accept larger particles as long as the structure has been opened up to make the biomass more accessible to the enzymes (<xref ref-type="bibr" rid="B60">Cullis et al., 2004</xref>).</p>
<p>The cost of comminution, which typically involves one or more milling operations, can be significant. Modest size reduction may only require energy input of 90&#xa0;kWh&#xa0;ton<sup>&#x2212;1</sup>, while reducing biomass to fine powder can consume 600&#xa0;kWh&#xa0;ton<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B260">Schell and Harwood, 1994</xref>; <xref ref-type="bibr" rid="B218">Oyedeji et al., 2020</xref>). The desired particle size dictates the kind of milling equipment employed and affects power demand for comminution. <xref ref-type="bibr" rid="B122">Himmel et al. (1985)</xref> found that energy requirement increases exponentially as the milled particle size decreases, with electricity costs increasing accordingly (<xref ref-type="bibr" rid="B196">Mayer-Laigle et al., 2018</xref>). Finer milling increases equipment wear, which is exacerbated if the feedstock contains abrasive ash (<xref ref-type="bibr" rid="B290">Tolan, 2002</xref>). Additionally, predicting the costs of milling is difficult because of the great variability in biomass composition and process requirements (<xref ref-type="bibr" rid="B150">Kenney et al., 2013</xref>; <xref ref-type="bibr" rid="B192">Man, 2022</xref>).</p>
</sec>
<sec id="s6-2">
<title>6.2 Solid handling</title>
<p>Solid biomass poses significant handling issues compared to liquid and gaseous feedstocks. Whereas pumps and compressors can efficiently and reliably move liquids and gases around a biorefinery, biomass has relatively poor and unpredictable flow properties resulting in handling and conveyance equipment that is sometimes unreliable and difficult to fully automate. The 1G ethanol industry could adopt technologies developed over several decades by the food industry to handle grains and seeds, which have flow properties vastly superior to fibrous biomass. The 2G ethanol industry is still developing feedstock logistics for chipped and baled biomass.</p>
<p>Many industries successfully handle friable solid materials like coal and minerals, which are readily crushed to desired sizes of roughly spherical particles with manageable flow properties. Lignocellulose, on the other hand, consists of flexible plant fibers that cannot be readily crushed into small particles. Instead, these fibers must be subjected to repeated cutting operations to achieve the desired size comminution. This milling process is energy intensive and produces elongated particles of roughly cylindrical shape (<xref ref-type="bibr" rid="B54">Ciesielski et al., 2015</xref>). These cylindrical particles readily cling together and cause the well-known phenomenon of bridging in vertical containers or packing in bends and even vertical runs of pipes (<xref ref-type="bibr" rid="B195">Mattsson, 1990</xref>; <xref ref-type="bibr" rid="B278">Stasiak et al., 2019</xref>). Material handling becomes much easier post-deconstruction once the majority of the biomass has been solubilized or converted to liquid.</p>
</sec>
</sec>
<sec id="s7">
<title>7 Biochemical deconstruction</title>
<sec id="s7-1">
<title>7.1 Enzymatic hydrolysis</title>
<p>Enzymatic hydrolysis requires several kinds of enzymes to break glycosidic bonds in cellulose and hemicellulose. These enzymes work by diffusing into the biomass, binding to the polysaccharides, and breaking glycosidic bonds at specific locations. Given the different enzyme mechanisms, this process ultimately requires a cocktail of enzymes to liberate monosaccharides from the polysaccharides.</p>
<p>Enzymatic depolymerization of cellulose requires a consortium of three classes of cellulases: endoglucanase, exoglucanase (specifically cellobiohydrolase), and &#x3b2;-glucosidase (<xref ref-type="fig" rid="F3">Figure 3</xref>) (<xref ref-type="bibr" rid="B262">Selinger et al., 1996</xref>). Endoglucanase targets amorphous regions of cellulose fibrils, attacking mid-chain bonds to break the cellulose into shorter cellodextrin chains (<xref ref-type="bibr" rid="B166">Lambertz et al., 2014</xref>). This step creates new reducing and nonreducing ends upon which cellobiohydrolase liberates some glucose units but primarily breaks cellulose down into cellobiose or longer oligosaccharides (<xref ref-type="bibr" rid="B166">Lambertz et al., 2014</xref>). Finally, &#x3b2;-glucosidase catalyzes end-chain hydrolysis of glycosidic bonds, extracting glucose from cellobiose and cellodextrin (<xref ref-type="bibr" rid="B166">Lambertz et al., 2014</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Typical enzymatic activity in saccharification of cellulose and hemicellulose entails many enzymes acting on specific locations. Figure based on <xref ref-type="bibr" rid="B262">Selinger et al. (1996)</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g003.tif"/>
</fig>
<p>The mechanism by which enzymes break glycosidic bonds is complex and highly selective. This complexity results in the enzymes being extremely sensitive to environmental conditions and structural perturbations in the enzymes. Even minor changes in geometry (less than 2&#xa0;&#xc5;) to the active sites of these enzymes can result in a major reduction in hydrolysis performance (<xref ref-type="bibr" rid="B329">Yan et al., 2011</xref>). The mechanism of breaking glycosidic bonds varies among different kinds of enzymes. The endoglucanase protein is formed with its active site located in a large cleft that allows it to bind to cellulose at midchain positions (<xref ref-type="bibr" rid="B26">Br&#xe1;s et al., 2011</xref>). Once bound to an exposed cellulose chain, amino acids at the active site bend the cellulose chain to change the conformation of the glucan unit, thereby priming the glycosidic bond for hydrolysis (<xref ref-type="bibr" rid="B228">Petersen et al., 2009</xref>). Hydrolysis is carried out by opposing acid and base moieties. In the case of endoglucanase isolated from <italic>Clostridium thermocellum</italic>, these moieties are composed of glutamic acid and aspartate (<xref ref-type="bibr" rid="B228">Petersen et al., 2009</xref>). The glutamic acid initiates hydrolysis by protonating the oxygen on one side of the bond (<xref ref-type="bibr" rid="B228">Petersen et al., 2009</xref>). The aspartate then coordinates a nucleophilic attack by water on the carbon at the other end of the bond deprotonating the water molecule in the process (<xref ref-type="bibr" rid="B228">Petersen et al., 2009</xref>). By utilizing many small steps, endoglucanase reduces the activation energy of hydrolysis to 36&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B228">Petersen et al., 2009</xref>). Once the glycosidic bond is severed, the endoglucanase protein unbinds from the surface, and the process repeats. Endoglucanase alone is not useful in producing monomeric sugar. <xref ref-type="bibr" rid="B26">Br&#xe1;s et al. (2011)</xref> found endoglucanase had reduced activity on cellopentaose, producing only cellotriose and cellobiose with no activity on shorter chains, indicating endoglucanase is incapable of producing glucose (<xref ref-type="bibr" rid="B26">Br&#xe1;s et al., 2011</xref>). The production of monomers and dimers from cellulose therefore requires a different enzymatic mechanism.</p>
<p>The active site of cellobiohydrolase, for example, isolated from <italic>Trichoderma reesei</italic>, contains one aspartic acid and two glutamic acid moieties. Through a series of hydrogen bonding interactions between enzyme and polymer, the reducing end of the cellulose chain is extracted from the cellulose fiber bundle and drawn into the enzyme (<xref ref-type="bibr" rid="B157">Knott et al., 2014a</xref>). The geometry of the enzyme causes the cellulose chain to twist, straining the glycosidic bond in the proximity of the enzyme&#x2019;s active site (<xref ref-type="bibr" rid="B157">Knott et al., 2014a</xref>). With the glycosidic bond primed, a concerted acid and base attack on opposing sides of the glycosidic bond is carried out by glutamic acid and its conjugate base glutamate breaking the glycosidic bond, liberating a cellobiose molecule from the end of the polymer chain (<xref ref-type="bibr" rid="B158">Knott et al., 2014b</xref>). This coordinated action reduces the activation energy for glycosidic bond fragmentation from 54.4&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup> to only 15.5&#xa0;kcal&#xa0;mol<sup>&#x2212;1</sup>, allowing the reaction to proceed at appreciable rates at modest temperatures (<xref ref-type="bibr" rid="B197">Mayes and Broadbelt, 2012</xref>; <xref ref-type="bibr" rid="B158">Knott et al., 2014b</xref>). The cellobiohydrolase enzyme moves along the cellulose chain at 3.5&#xa0;nm&#xa0;s<sup>&#x2212;1</sup>, releasing additional cellobiose molecules as it proceeds (<xref ref-type="bibr" rid="B131">Igarashi et al., 2009</xref>). Cellobiohydrolase, like many enzymes, have high turnover number, defined as the maximum number of chemical conversions of substrate molecules per second that a single enzyme will execute for a given enzyme concentration. However, because cellobiohydrolase can only bond with the end of a long polymer chain (<xref ref-type="bibr" rid="B59">Cozier, 2015</xref>), the overall rate at which it can depolymerize cellulose decreases with the increasing degree of polymerization. Consider that cellulose polymers in corn stover, for example, contain on average 2,500 glucan monomer units (<xref ref-type="bibr" rid="B110">Hallac and Ragauskas, 2011</xref>), then enzymatic hydrolysis by cellobiohydrolase alone would be unacceptably slow for a commercial process.</p>
<p>While the combination of endoglucanase and cellobiohydrolase can consume cellulose, the resulting solution of cellobiose requires a final hydrolysis step to yield glucose. Unlike the other enzymes, which bind to solid cellulose, &#x3b2;-glucosidase&#x2019;s activity occurs in solution, which changes its kinetic behavior (<xref ref-type="bibr" rid="B5">Andric et al., 2010</xref>). Most &#x3b2;-glucosidases utilize the same active site mechanism as cellobiohydrolase with a concerted acid and base attack (<xref ref-type="bibr" rid="B41">Cairns and Esen, 2010</xref>). The active site is similar to that of cellobiohydrolase, but the binding domain can be quite varied. Some enzymes mimic the tunnel structure of cellobiohydrolase or cleft of endoglucanase, while others simply contain a surface depression or crater referred to as a catalytic pocket (<xref ref-type="bibr" rid="B275">S&#xf8;rensen et al., 2013</xref>). As with most catalysts, the stabilization of the transition state speeds up the reaction rates in both directions. Endoglucanase and cellobiohydrolase prevent the reverse reaction by only binding to the cellulose chains longer than four units or by processing down the cellulose chain, respectively. In the case of &#x3b2;-glucosidase, the products and reactants compete to bind at the active site. This competition greatly inhibits the rate and final concentration of glucose achieved by enzymatic hydrolysis. The inhibition can be very strong with &#x3b2;-glucosidase from <italic>Daldinia eschscholzii</italic> being inhibited at only 0.79&#xa0;mM glucose (<xref ref-type="bibr" rid="B143">Karnchanatat et al., 2007</xref>), while &#x3b2;-glucosidase isolated from <italic>Aspergillus terreus</italic> is inhibited at 13.6&#xa0;mM (<xref ref-type="bibr" rid="B155">Kitamura et al., 1991</xref>). Due to the abundance of &#x3b2;-glucosidases in nature, the search for enzymes that stay productive at high glucose concentrations is ongoing (<xref ref-type="bibr" rid="B41">Cairns and Esen, 2010</xref>).</p>
</sec>
<sec id="s7-2">
<title>7.2 Pretreatment</title>
<p>The structure of plant cell walls and the presence of hemicellulose and lignin impede the diffusion of cellulases to cellulose fibers. As a result, enzymatic hydrolysis of unmodified lignocellulosic biomass liberates little sugar even after days or weeks of treatment (<xref ref-type="bibr" rid="B114">Hatakka, 1983</xref>; <xref ref-type="bibr" rid="B248">Rohrbach and Luterbacher, 2021</xref>). The rate and yield of enzymatic hydrolysis can be greatly increased by removing lignin and hemicellulose, which is the goal of biomass pretreatments that are frequently employed prior to enzymatic hydrolysis. Cellulases can bind to cellulose at greater rates when the normal crystalline cellulose structure is broken up into amorphous regions where cellulose is more susceptible to attack (<xref ref-type="bibr" rid="B55">Ciesielski et al., 2019</xref>). Success in enzymatic hydrolysis of lignocellulosic biomass requires pretreatments that both increase accessibility of enzymes to polysaccharides and transform crystalline cellulose into amorphous cellulose.</p>
<p>Effective pretreatments can be characterized as physiochemical, altering both the physical structure and chemical composition of the biomass. A wide range of pretreatments have been developed, ranging from soaking biomass in hot compressed water (<xref ref-type="bibr" rid="B159">Ko et al., 2015</xref>) to irradiation with electron beams (<xref ref-type="bibr" rid="B12">Bak, 2014</xref>). One way to classify pretreatments is whether they primarily target lignin or hemicellulose for removal to improve the accessibility of cellulases to cellulose.</p>
<p>Lignin can be modified or removed from the lignocellulosic matrix by a variety of pretreatments (<xref ref-type="bibr" rid="B285">Talebnia et al., 2010</xref>). Because lignin forms a protective sheath around cellulose, its removal or displacement allows cellulase to diffuse more easily to cellulose fibers. Furthermore, removal of lignin prevents the non-productive binding of enzymes to the lignin surface, increasing the effectiveness of enzymes (<xref ref-type="bibr" rid="B152">Kim et al., 2016</xref>).</p>
<p>Other pretreatments target hemicellulose in biomass, often with the goal of hydrolyzing this polysaccharide to monosaccharides, mainly xylose, along with smaller amounts of other monosaccharides. Pretreatments that are focused on hydrolyzing hemicellulose employ dilute acid or processes that generate an acidic environment via deacetylation of hemicellulose (<xref ref-type="bibr" rid="B285">Talebnia et al., 2010</xref>). These treatments are effective in opening the cellulose fibers as hemicellulose crosslinks cellulose and lignin. During these pretreatments, lignin detaches and migrates to the biomass surface forming distinct droplets (<xref ref-type="bibr" rid="B77">Donohoe et al., 2008</xref>). This reduced the surface-area-to-volume ratio of these lignin droplets compared to unmodified lignin strands mitigates, although does not eliminate, non-productive binding to enzymes. This effect can be further mitigated through the addition of nonionic surfactants (<xref ref-type="bibr" rid="B235">Qi et al., 2010</xref>). Examples of common pretreatment methods and their efficacy in delignifying biomass and increasing polysaccharide digestibility are summarized in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Delignification and sugar recovery from enzymatic hydrolysis of lignocellulosic biomass for various pretreatment processes.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Pretreatment medium</th>
<th align="left">Solvent</th>
<th align="left">Delignification</th>
<th align="left">Glucose yield (%)</th>
<th align="left">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Ammonia</td>
<td align="left">NH<sub>3</sub>
</td>
<td align="left">75%&#x2013;85%</td>
<td align="left">86&#x2013;100</td>
<td align="left" style="color:#FE0191">
<xref ref-type="bibr" rid="B130">Hyun Kim and Lee (2005)</xref>; <xref ref-type="bibr" rid="B287">Teymouri et al. (2005)</xref>
</td>
</tr>
<tr>
<td align="left">Dilute acid</td>
<td align="left">H<sub>2</sub>SO<sub>4</sub>
</td>
<td align="left">None</td>
<td align="left">100</td>
<td align="left">
<xref ref-type="bibr" rid="B183">Lloyd and Wyman (2005)</xref>
</td>
</tr>
<tr>
<td align="left">Polar protic/organosolv</td>
<td align="left">Ethanol</td>
<td align="left">70%&#x2013;83%</td>
<td align="left">72&#x2013;97</td>
<td align="left" style="color:#FE0191">
<xref ref-type="bibr" rid="B69">de la Torre et al. (2013)</xref>; <xref ref-type="bibr" rid="B213">Nitsos et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Ionic liquid</td>
<td align="left">[Ch][Lys], [EMIM][OAc]</td>
<td align="left">49%&#x2013;87%</td>
<td align="left">73&#x2013;96</td>
<td align="left">
<xref ref-type="bibr" rid="B280">Sun et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">Polar aprotic</td>
<td align="left">GVL, THF</td>
<td align="left">&#x3e;75%</td>
<td align="left">95&#x2013;99</td>
<td align="left" style="color:#FE0191">
<xref ref-type="bibr" rid="B210">Nguyen et al. (2015)</xref>; <xref ref-type="bibr" rid="B270">Shuai et al. (2016)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s7-2-1">
<title>7.2.1 Ammonia</title>
<p>Ammonia infusion into biomass is a relatively low-cost pretreatment that is effective in removing lignin. The two most common ammonia-based pretreatments are ammonia recycle percolation (ARP) and ammonia fiber explosion (AFEX).</p>
<p>In ARP, ammonia interacts directly with lignin and solubilizes it. <xref ref-type="bibr" rid="B130">Hyun Kim and Lee (2005)</xref> reported 75%&#x2013;85% removal of lignin along with 50%&#x2013;60% removal of hemicellulose while retaining 92% of cellulose (<xref ref-type="bibr" rid="B130">Hyun Kim and Lee, 2005</xref>). This significant delignification not only opened up the structure of the biomass but also allowed the use of relatively low enzyme loadings since enzyme deactivation by lignin was substantially reduced (<xref ref-type="bibr" rid="B130">Hyun Kim and Lee, 2005</xref>).</p>
<p>AFEX exploits the fact that ammonia can be easily liquefied at moderate pressure, allowing it to readily diffuse into the biomass. When system pressure is subsequently reduced, the infused liquid ammonia instantly boils. The rapid expansion of the volatilized ammonia causes the biomass to explode, breaking the biomass into fibers. Furthermore, lignin tends to condense into droplets on the surface of the fibers and cellulose crystallinity is reduced (<xref ref-type="bibr" rid="B207">Mosier et al., 2005</xref>). The pretreated biomass is susceptible to enzymatic hydrolysis at modest enzyme loadings. <xref ref-type="bibr" rid="B287">Teymouri et al. (2005)</xref> demonstrated that ammonia pretreatment of corn stover for 5&#xa0;minutes at 90&#xb0;C yields almost 100% glucose and 80% xylose upon enzymatic hydrolysis. The advantage of using ammonia over other chemicals is that it is easily recovered and recycled (<xref ref-type="bibr" rid="B152">Kim et al., 2016</xref>). However, amide-containing by-products such as acetamide, phenolic amides, pyrazines, and imidazole are formed (<xref ref-type="bibr" rid="B336">Zhao et al., 2020</xref>).</p>
</sec>
<sec id="s7-2-2">
<title>7.2.2 Solvent-based pretreatments</title>
<p>Organic solvents are a well-known media for effective pretreatment of biomass. Solvent-based pretreatment typically implements either of the two types of solvents: polar protic or polar aprotic solvents. Each of these solvent-based pretreatment technologies is discussed below.</p>
<p>Biomass pretreatment using primarily polar protic solvents such as primary alcohols and formic acid is a well-established technology known as the organosolv process. Originally developed for the paper pulping industry to generate clean cellulose (<xref ref-type="bibr" rid="B141">Johansson et al., 1987</xref>), it was adopted as a pretreatment technique for enzymatic hydrolysis (<xref ref-type="bibr" rid="B213">Nitsos et al., 2018</xref>). In the organosolv process, ethanol is commonly used to solubilize the lignin and remove it from the biomass at moderate temperatures (<xref ref-type="bibr" rid="B338">Zhao et al., 2009</xref>). The use of ethanol as a solvent can make the pretreatment process more sustainable and more cost-effective (<xref ref-type="bibr" rid="B271">Silveira et al., 2015</xref>). Although not a protic solvent, acetone is also used widely for the organosolv process (<xref ref-type="bibr" rid="B127">Huijgen et al., 2010</xref>). An acid catalyst is often added to break apart the hemicellulose and liberate the lignin (<xref ref-type="bibr" rid="B338">Zhao et al., 2009</xref>). The organic solvent can be diluted with water causing the relatively unmodified lignin to precipitate from the solution, thereby facilitating its recovery (<xref ref-type="bibr" rid="B213">Nitsos et al., 2018</xref>). Because ethanol, methanol, and acetone can be obtained from biomass conversion technologies, these are considered green solvents. The organosolv process has the added benefit of producing a relatively pure lignin as a by-product (<xref ref-type="bibr" rid="B281">Sun et al., 2016</xref>).</p>
<p>The high rates of lignin removal make the organosolv process an attractive pretreatment for woody biomass, which is more resistance to enzymatic hydrolysis due to its high lignin content (<xref ref-type="bibr" rid="B338">Zhao et al., 2009</xref>). <xref ref-type="bibr" rid="B69">de la Torre et al. (2013)</xref> reached 87% lignin removal from wheat straw after 30&#xa0;min using ethanol as the solvent. <xref ref-type="bibr" rid="B213">Nitsos et al. (2018)</xref> could achieve cellulose conversion yields of 72%&#x2013;97% from softwood biomass. However, due to the high temperatures used, much of the hemicellulose and some of the cellulose are converted into biological inhibitors (<xref ref-type="bibr" rid="B213">Nitsos et al., 2018</xref>). Similar to ammonia pretreatment, organic solvents can be recovered and recycled.</p>
<p>Enzymatic hydrolysis of biomass polysaccharides can be significantly enhanced through thermochemical pretreatment with polar aprotic solvents. This type of pretreatment uses mild acid-catalyzed reaction conditions and water as the co-solvent for promoting solubilization and hydrolysis of hemicellulose, recovering xylose as a water-soluble product. Lignin is highly soluble in most polar aprotic solvents (<xref ref-type="bibr" rid="B255">Sameni et al., 2016</xref>). As a result, biomass so pretreated is rendered into a largely delignified, cellulose-rich feedstock (<xref ref-type="bibr" rid="B210">Nguyen et al., 2015</xref>). These compositional changes contribute to the opening of the polymeric matrix of biomass, and thus the biomass becomes substantially more susceptible to enzymatic hydrolysis (<xref ref-type="bibr" rid="B210">Nguyen et al., 2015</xref>; <xref ref-type="bibr" rid="B270">Shuai et al., 2016</xref>).</p>
<p>
<xref ref-type="bibr" rid="B210">Nguyen et al. (2015)</xref> have demonstrated enhanced production of glucose, xylose, and arabinose from enzymatic hydrolysis of corn stover after pretreatment in a mixture of THF and water at 150&#xb0;C with sulfuric acid serving as a catalyst. Significantly, the overall sugar yields as a result of this pretreatment reached approximately 95% even at the lowest enzyme loading of 2&#xa0;mg&#xa0;g<sup>&#x2212;1</sup> (glucan basis) after 14&#xa0;days, whereas the yield from corn stover that had been pretreated with dilute acid, a commercial benchmark for cellulosic ethanol production, was only approximately 70% under the same enzymatic hydrolysis conditions. The high sugar recovery at such a low enzyme loading was probably the result of substantial lignin removal, a conclusion supported by compositional analysis, fractal kinetic modeling, and scanning electron microscopy images (<xref ref-type="bibr" rid="B210">Nguyen et al., 2015</xref>).</p>
<p>
<xref ref-type="bibr" rid="B270">Shuai et al. (2016)</xref> describe a mild pretreatment using biomass-derived polar aprotic solvent, &#x3b3;-valerolactone (GVL), for the production of concentrated sugar solutions from hardwood biomass. This process, using 80% GVL and 20% water as co-solvents with 75&#xa0;mM sulfuric acid at 120&#xb0;C, could achieve 80% delignification while retaining 96%&#x2013;99% of the original cellulose in the pretreated biomass. The pretreated substrate upon enzymatic hydrolysis yielded 99% and 100% of the total glucose and xylose, respectively, which was recovered at 99.5% using a liquid carbon dioxide extraction method. This GVL pretreatment process attains a threefold higher enzyme digestibility than other organic solvents, such as THF and ethanol, and 20-fold higher than pure water as the solvent.</p>
<p>Alkaline pretreatment uses a base, such as sodium hydroxide, to cleave lignin&#x2013;carbohydrate linkages. It also solubilizes hemicellulose by saponifying ester bonds in acetyl and uronic acid moieties (<xref ref-type="bibr" rid="B314">Whistler, 1993</xref>). Alkaline treatments have been used for many years by the pulp and paper industry to extract lignin from wood while leaving the cellulose fibers nearly unaltered. A strong base will partially solubilize lignin in addition to hemicellulose. Weaker bases, such as calcium hydroxide, are less effective, resulting in lower lignin removal rates (<xref ref-type="bibr" rid="B152">Kim et al., 2016</xref>). Using sodium hydroxide at 160&#xb0;C, <xref ref-type="bibr" rid="B144">Karp et al. (2015)</xref> could achieve 80% cellulose and xylan conversion from switchgrass. They could remove up to 70% of the lignin while retaining most of the polysaccharides, even when low concentrations of sodium hydroxide were used (<xref ref-type="bibr" rid="B144">Karp et al., 2015</xref>). Since alkaline pretreatment does not break glycosidic bonds in hemicellulose, enzymatic hydrolysis must include xylanases as well as cellulases to recover pentose sugars (<xref ref-type="bibr" rid="B51">Chen et al., 2013</xref>).</p>
<p>Dilute acid pretreatments generally use mineral acids, often sulfuric acid due to its low cost. The goal is to preferentially hydrolyze hemicellulose, which is more accessible to acid molecules than the tightly bundled microfibrils of cellulose (<xref ref-type="bibr" rid="B74">de Oliveira Santos et al., 2018</xref>). This method has the advantage of selectively removing xylose while making the cellulose fibers more accessible to cellulase during subsequent enzymatic hydrolysis (<xref ref-type="bibr" rid="B284">Taherzadeh and Karimi, 2007</xref>). <xref ref-type="bibr" rid="B126">Hsu et al. (2010)</xref> converted 89% of the hemicellulose in rice straw to xylose after dilute acid pretreatment with sulfuric acid at 160&#xb0;C and 180&#xb0;C, eliminating hemicellulases from the enzyme cocktail employed for subsequent enzymatic hydrolysis. <xref ref-type="bibr" rid="B183">Lloyd and Wyman (2005)</xref> reported cellulose conversion of near 100% after enzymatic hydrolysis of dilute acid&#x2013;pretreated corn stover with a 5-minute pretreatment at 180&#xb0;C and pH of 1.25.</p>
<p>Dilute acid pretreatments can have the unintended consequence of converting some of the released sugars into fermentation inhibitors, such as furfural and hydroxymethylfurfural (<xref ref-type="bibr" rid="B243">Rasmussen et al., 2014</xref>). Additionally, enzymes can bind to residual lignin, increasing enzyme loadings for effective hydrolysis of cellulose. While non-productive binding of enzymes to lignin can occur with all kinds of treatments, it can be particularly problematic with dilute acid pretreatments, with the extent depending upon the severity of the dilute acid pretreatment (<xref ref-type="bibr" rid="B148">Kellock et al., 2019</xref>). Despite this prominent disadvantage, the relatively low cost of dilute acid pretreatment has made it the standard pretreatment for enhancing enzymatic hydrolysis (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>).</p>
<p>Using only hot water, it is possible to liberate acetyl groups from hemicellulose, which further react with water to form acetic acid. This produced acid can hydrolyze hemicellulose in a manner similar to dilute acid pretreatment, which is described as autohydrolysis. Because autohydrolysis depends upon the presence of acetyl groups in biomass, this simple and inexpensive pretreatment is restricted to biomass with high acetyl content such as hardwoods (<xref ref-type="bibr" rid="B272">Singh et al., 2015</xref>).</p>
<p>By pretreating hardwoods with hot compressed water, <xref ref-type="bibr" rid="B159">Ko et al. (2015)</xref> could achieve cellulose conversion yields of 70%, although this required high enzyme loadings. Unfortunately, lignin in the pretreated biomass bound and deactivated the enzymes, with the result that low enzyme loadings were ineffective in converting cellulose to sugars (<xref ref-type="bibr" rid="B159">Ko et al., 2015</xref>).</p>
<p>If the hot, liquid water in the biomass is rapidly depressurized, the resulting steam explosion will, like AFEX, shatter the biomass into fibers (<xref ref-type="bibr" rid="B284">Taherzadeh and Karimi, 2007</xref>). However, steam explosion, unlike AFEX, promotes conversion of acetyl groups into acetic acid. As in autohydrolysis, the acid hydrolyzes hemicellulose, further opening the structure of the biomass to enzymatic hydrolysis. Unfortunately, the elevated temperature promotes degradation of the sugars into enzyme inhibitors.</p>
<p>Ionic liquids (ILs) have drawn increasing attention as a pretreatment for enzymatic saccharification due to their high polysaccharide solubilization capability (<xref ref-type="bibr" rid="B299">van Osch et al., 2017</xref>) and tunable physiochemical properties (<xref ref-type="bibr" rid="B118">Hayes et al., 2015</xref>; <xref ref-type="bibr" rid="B299">van Osch et al., 2017</xref>). Ionic liquids consist of an organic cation and an inorganic or organic anion that promote disruption of cellulose crystallinity and, therefore, significantly increase sugar yields during enzymatic hydrolysis, even at temperatures below 100&#xb0;C (<xref ref-type="bibr" rid="B337">Zhao et al., 2010</xref>; <xref ref-type="bibr" rid="B283">Tadesse and Luque, 2011</xref>).</p>
<p>In a typical pretreatment, cellulose is substantially dissolved in IL followed by the addition of an anti-solvent such as water to precipitate the cellulose, which can be enzymatically hydrolyzed in the absence of hemicellulose and lignin (<xref ref-type="bibr" rid="B337">Zhao et al., 2010</xref>). During IL pretreatment, a part of the hemicellulose and lignin are depolymerized and dissolved, which can end up in the regenerated biomass (<xref ref-type="bibr" rid="B7">Arora et al., 2010</xref>). Most ILs are inhibitory toward enzymatic activity, so their thorough removal is required prior to enzymatic hydrolysis.</p>
<p>Ionic liquid pretreatment can significantly delignify biomass (greater than 80% removal) (<xref ref-type="bibr" rid="B280">Sun et al., 2014</xref>; <xref ref-type="bibr" rid="B303">Verd&#xed;a et al., 2014</xref>), which increases accessibility of enzymes to cellulose in pretreated biomass. Additionally, this ability is tunable. For example, imidazolium acetate-based ILs have greater delignification efficiency (86%) and can produce up to 96% of glucose yields by enzymatic hydrolysis post-treatment (<xref ref-type="bibr" rid="B280">Sun et al., 2014</xref>).</p>
</sec>
</sec>
<sec id="s7-3">
<title>7.3 Systems for converting lignocellulosic biomass into fermentation products</title>
<p>Like most biochemical processes, enzymatic hydrolysis and fermentation exhibit product inhibition, which complicates the design of biochemical systems to produce bio-based products. For example, cellobiose inhibits the activity of endoglucanase and cellobiohydrolase and glucose inhibits &#x3b2;-glucosidase (<xref ref-type="bibr" rid="B75">Dien and Bothast, 2003</xref>; <xref ref-type="bibr" rid="B106">Grata, 2020</xref>). The desire for both high reaction rates and high product yields has resulted in several distinct approaches to designing bioprocesses that incorporate enzymatic hydrolysis: separate hydrolysis and fermentation (SHF), simultaneous saccharification and fermentation (SSF), consolidated bioprocessing (CBP), and one-pot bioprocessing. These designs grapple with the trade-off between systems of complex mechanical design and those involving complex bioconversions (<xref ref-type="fig" rid="F4">Figure 4</xref>). Those involving complex mechanical design consist of many unit operations that come at high capital costs and require sophisticated control systems. Conversely, systems involving complex bioconversions are potentially less expensive to build and easier to operate but require long and costly investment in research and development ahead of commercialization.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The biological and mechanical complexity of biochemical deconstruction processes are inversely correlated.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g004.tif"/>
</fig>
<sec id="s7-3-1">
<title>7.3.1 Separate hydrolysis and fermentation</title>
<p>This approach separates pretreatment, enzyme production, hydrolysis, and fermentation into separate unit operations. Biomass is pretreated to solubilize hemicellulose and improve subsequent cellulose hydrolysis. The solubilized hemicellulose can be separated from the cellulose/lignin pulp for separate saccharification and fermentation or processed together. Sufficient water is added to the cellulose&#x2013;lignin pulp to form a pumpable slurry, which is transferred into a saccharification tank along with enzymes that are either purchased or produced in a separate enzyme production facility (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>). After hydrolysis is complete, the resulting sugar solution(s) are pumped into fermentation tank(s) where appropriate yeasts or bacteria are introduced to metabolize the sugars to desired products. If the sugars from cellulose and hemicellulose are separately fermented, the processes can be optimized but at the cost of mechanical complexity (<xref ref-type="bibr" rid="B28">Brethauer and Studer, 2015</xref>).</p>
</sec>
<sec id="s7-3-2">
<title>7.3.2 Simultaneous saccharification and fermentation</title>
<p>Mechanical complexity can be significantly decreased by combining saccharification and fermentation in the same reactor. Pretreated biomass is combined with both enzymes and fermentation microorganisms to simultaneously produce and consume sugars (<xref ref-type="bibr" rid="B28">Brethauer and Studer, 2015</xref>). Not only does SSF simplify the process but the suppression of sugar concentration in the reactor also mitigates enzyme inhibition (<xref ref-type="bibr" rid="B322">Wright et al., 1988</xref>).</p>
<p>In typical SSF processes, the biomass, enzymes, and yeast are mixed together at the beginning of the process. Adding these components incrementally allows for a more consistent sugar level, the process that is known as fed-batch SSF. Fed-batch SSF improves yeast activity and product yields by overcoming substrate inhibition and increasing solids loading, which exacerbates mass transfer limitations (<xref ref-type="bibr" rid="B121">Hemansi and Saini, 2023</xref>). <xref ref-type="bibr" rid="B211">Nguyen et al. (2017)</xref> achieved an ethanol yield of 90.5% from pretreated corn stover using fed-batch SSF at a solids loading of 20&#xa0;wt%. Cellulosic emulsions have also been applied to SSF to increase mass transfer between enzymes and cellulose fibers (<xref ref-type="bibr" rid="B125">Hoffman et al., 2021</xref>).</p>
<p>Another challenge is the incompatibility of temperature and pH for hydrolysis and fermentation steps (<xref ref-type="bibr" rid="B2">Afedzi and Parakulsuksatid, 2023</xref>). Attempting to optimize temperature for saccharification and fermentation processes has proven to show lower fermentation yields (<xref ref-type="bibr" rid="B256">Sarkar et al., 2012</xref>). Thermotolerant bacteria and yeasts are being explored for their ability to withstand the optimal temperatures of both fermentation and hydrolysis (<xref ref-type="bibr" rid="B53">Choudhary et al., 2016</xref>; <xref ref-type="bibr" rid="B68">de Barros et al., 2017</xref>; <xref ref-type="bibr" rid="B323">Wu et al., 2021</xref>; <xref ref-type="bibr" rid="B208">Ndubuisi et al., 2023</xref>; <xref ref-type="bibr" rid="B219">Panda and Maiti, 2024</xref>). A co-culture of high temperature-resistant <italic>Saccharomyces cerevisiae</italic> and xylose-utilizing <italic>S. cerevisiae</italic> could convert corn stover to 59.8&#xa0;g&#xa0;L<sup>&#x2212;1</sup> ethanol at 42&#xb0;C (<xref ref-type="bibr" rid="B342">Zhu et al., 2020</xref>). A new approach shows cyclic temperature shifting with a thermotolerant yeast species to improve ethanol production from rice straw by up to 5.1-fold (<xref ref-type="bibr" rid="B219">Panda and Maiti, 2024</xref>).</p>
<p>Although mechanically simpler than SHF, SSF still requires purchase or separate manufacturing of enzymes. The capital and operating costs of SSF can be reduced if enzymes are produced on-site while also reducing the overall environmental impact (<xref ref-type="bibr" rid="B214">Nogueira et al., 2022</xref>).</p>
</sec>
<sec id="s7-3-3">
<title>7.3.3 Consolidated bioprocessing</title>
<p>The goal of CBP is to accomplish enzyme production, enzymatic hydrolysis, and fermentation using a single microorganism. The fact that this microorganism must produce a variety of enzymes and metabolize both pentose and hexose sugars into the desired product makes it the most complex bioconversion proposed for processing lignocellulosic biomass (<xref ref-type="bibr" rid="B28">Brethauer and Studer, 2015</xref>). The consolidation of these operations into a single reactor greatly reduces the capital and operating costs of a biorefinery (<xref ref-type="bibr" rid="B71">Dempfle et al., 2021</xref>). The difficulty of CBP lies in developing a microorganism with the desired metabolic pathways that is sufficiently robust to survive and produce high titers of the desired products under potentially harsh operating conditions (<xref ref-type="bibr" rid="B187">Lynd et al., 2016</xref>). Thus, thermophilic microorganisms have historically been the preferred microorganisms for CBP (<xref ref-type="bibr" rid="B105">Govil et al., 2022</xref>). The thermophile <italic>C. thermocellum</italic> converts pretreated empty fruit bunch from oil palm into glucose, acetic acid, and ethanol without the addition of external enzymes (<xref ref-type="bibr" rid="B291">Triwahyuni et al., 2022</xref>). Other naturally cellulolytic microorganisms have been explored, but they lack the ability to produce target compounds in desired quantities (<xref ref-type="bibr" rid="B273">Singh et al., 2018</xref>; <xref ref-type="bibr" rid="B80">Dutta and Suresh Kumar, 2023</xref>). Thus, research has pivoted toward either using a microbial consortium (<xref ref-type="bibr" rid="B266">Shahab et al., 2018</xref>) or genetic engineering non-cellulolytic microorganisms known to produce commercially relevant compounds (<xref ref-type="bibr" rid="B328">Yan and Fong, 2017</xref>; <xref ref-type="bibr" rid="B15">Banner et al., 2021</xref>). The non-conventional yeast <italic>Yarrowia lipolytica</italic> was genetically engineered to enhance cellulolytic function and achieved a 50% conversion rate of pretreated corn stover (<xref ref-type="bibr" rid="B326">Xu et al., 2018</xref>). Many studies emphasize the potential of yeast <italic>S. cerevisiae</italic> as a CBP candidate due to its heightened fermentation properties and ability to undergo genetic manipulation (<xref ref-type="bibr" rid="B15">Banner et al., 2021</xref>; <xref ref-type="bibr" rid="B202">Minnaar et al., 2024</xref>). Adding an enzyme cocktail of laccase, cellulase, and xylase to aid in lignin depolymerization enhanced ethanol production of <italic>S. cerevisiae</italic> (<xref ref-type="bibr" rid="B241">Rajak and Banerjee, 2020</xref>). Industrial scale implementation of CBP requires advanced research to identify robust microorganisms and widen the product range. Currently, no single microorganism has been identified nor engineered to enzymatically deconstruct lignocellulose, hydrolyze to sugars, and ferment to desired products (<xref ref-type="bibr" rid="B202">Minnaar et al., 2024</xref>).</p>
</sec>
<sec id="s7-3-4">
<title>7.3.4 One-pot integrated processing</title>
<p>A simple example of one-pot processing is the anaerobic digestion of mixed streams of lignocellulosic biomass and manure (<xref ref-type="bibr" rid="B209">Neshat et al., 2017</xref>). Raw feedstock without pretreatment is added into a reactor where enzymes released from a consortium of bacteria and fungi hydrolyze polysaccharides, fats, and proteins into simple sugars, fatty acids, and amino acids, respectively. Acetogens convert these intermediate products into carboxylic acids, which are subsequently converted by methanogens into methane, all within the same reactor. Even the separation of gaseous products from the reactants and solid products occurs in the same reactor. It might be argued that nature perfected this one-pot integrated process, but it is a useful model for envisioning engineered systems developed along the same principle of all reactions occurring in a single vessel.</p>
<p>Attempting to mimic the natural bioreactor process used by bovine animals has led to the development of co-treatment. This process, developed by the BioEnergy Science Center at the Oak Ridge National Laboratory, does not employ chemical pretreatment. Instead, biomass is deconstructed by continual or periodic milling, during or after partial enzymatic digestion (<xref ref-type="bibr" rid="B224">Paye et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Balch et al., 2017</xref>). The combination of enzymes and milling creates a synergistic effect that achieves sugar yields from switchgrass up to 88% (<xref ref-type="bibr" rid="B13">Balch et al., 2017</xref>). As co-treatment is a relatively new technology, further development is required to improve microorganism survivability and optimize the <italic>in situ</italic> milling process. Eliminating toxic chemicals and harsh processing conditions makes co-treatment with CBP a very promising approach to liberate sugars from biomass (<xref ref-type="bibr" rid="B188">Lynd et al., 2017</xref>).</p>
<p>The Joint BioEnergy Institute at the Sandia National Laboratories has recently developed another approach to a single-pot process, made possible through the discovery of biocompatible ionic liquids such as cholinium lysinate ([Ch][Lys]) that readily solubilize cellulose (<xref ref-type="bibr" rid="B181">Liszka et al., 2016</xref>; <xref ref-type="bibr" rid="B324">Xu, F. et al., 2016</xref>). Because these so-called &#x201c;bionic liquids&#x201d; are non-toxic to enzymes and microorganisms, the solubilized carbohydrate does not have to be recovered from the solvent to perform enzymatic hydrolysis and fermentation. Its current manifestation still requires separate addition of enzymes although the microorganisms developed for CBP, in principle, could be used in this one-pot integrated process to truly combine all the steps required to convert lignocellulosic biomass in a single reactor.</p>
</sec>
</sec>
<sec id="s7-4">
<title>7.4 Industrial considerations</title>
<sec id="s7-4-1">
<title>7.4.1 Enzyme cocktail</title>
<p>To assure fast and efficient conversion of polysaccharides in biomass to fermentable sugars, enzyme cocktails must be tailored to the specific biomass feedstock. In addition to cellulases, hemicellulases can be added if the substrate includes significant hemicellulose (<xref ref-type="bibr" rid="B75">Dien and Bothast, 2003</xref>). Due to the variety and quantity of enzymes that must be produced, enzyme cocktails are expensive and represent a large operating cost for sugar production.</p>
</sec>
<sec id="s7-4-2">
<title>7.4.2 Enzyme production and recycling</title>
<p>To reduce enzyme costs, on-site manufacture and recycling have been contemplated for commercial operations. Onsite enzyme production eliminates transportation costs and offers cost savings through integration with other processes in the plant (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>). Recycling has proven difficult to accomplish as processes used to concentrate the enzymes can also destroy them. One of the most promising methods recycles the solid residue from saccharification, which contains significant amounts of enzymes adsorbed onto the solid residue (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>).</p>
</sec>
</sec>
<sec id="s7-5">
<title>7.5 Process flow</title>
<p>The flow of materials through a biorefinery based on dilute acid pretreatment and enzymatic hydrolysis is illustrated in <xref ref-type="fig" rid="F5">Figure 5</xref>. The high selectivity of enzymes results in most of the carbohydrate being converted to monosaccharides, while lignin is essentially unconverted and removed as lignin cake. In practice, this lignin stream often contains substantial carbohydrates not effectively separated or saccharified in the process.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Theoretical mass flows in a 2,000-ton-per-day ethanol biorefinery using dilute acid pretreatment of corn stover as modeled by the National Renewable Energy Laboratory (NREL) (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>).</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g005.tif"/>
</fig>
</sec>
<sec id="s7-6">
<title>7.6 Challenges to sugars via enzymatic hydrolysis</title>
<p>Enzymatic hydrolysis is a highly selective process for deconstructing polysaccharides, achieving over 90% yields of glucose and xylose at low temperatures. Nevertheless, it is yet to become an economically viable technology. As evident from <xref ref-type="fig" rid="F6">Figure 6</xref>, the mass loading of enzymes with respect to the carbohydrate substrate correlates positively with the increased rate of enzymatic hydrolysis. This trend holds for well-established dilute acid pretreatment (<xref ref-type="fig" rid="F6">Figure 6A</xref>) as well as more recently developed organic solvent-based pretreatments (<xref ref-type="fig" rid="F6">Figure 6B</xref>). Regardless of the pretreatment, enzymatic hydrolysis takes several hours to a few days to achieve sugar yields surpassing 70% (<xref ref-type="bibr" rid="B210">Nguyen et al., 2015</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Glucose release with reaction time for <bold>(A)</bold> dilute acid-pretreated corn stover using enzyme and <bold>(B)</bold> THF/water/acid-pretreated corn stover using enzyme. Reprinted with permission from <xref ref-type="bibr" rid="B210">Nguyen et al. (2015)</xref>. DAPT, dilute acid pretreatment; CELF PT, so-called solvent-enhanced lignocellulosic fractionation pretreatment.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g006.tif"/>
</fig>
<p>The catalytic activity of cellulases can suffer from product inhibition, a common phenomenon in bioconversion processes. The xylo-oligomers, furans, and phenolic compounds generated during pretreatment also negatively impact enzyme activity (<xref ref-type="bibr" rid="B236">Qing et al., 2010</xref>; <xref ref-type="bibr" rid="B154">Kim et al., 2011</xref>). Furthermore, biochemical processing requires substrate-specific enzymes, sterilization of reaction vessels and piping, and complicated separations to recover enzymes (<xref ref-type="bibr" rid="B35">Brown and Brown, 2014</xref>).</p>
</sec>
</sec>
<sec id="s8">
<title>8 Thermochemical deconstruction</title>
<p>Thermochemical deconstruction of biomass includes fast pyrolysis and solvent liquefaction (<xref ref-type="bibr" rid="B37">Brown and Zhang, 2019</xref>). These processes were developed to deconstruct biomass into liquids known as bio-oil or biocrude. As traditionally produced, these liquids contain furans and other light oxygenates derived from polysaccharides but very little sugar. In recent years, biomass pretreatments and processing conditions have been identified that generate significant quantities of mono- and disaccharides (<xref ref-type="bibr" rid="B102">Ghosh and Haverly, 2019</xref>; <xref ref-type="bibr" rid="B302">Venderbosch, 2019</xref>). Although the yields are typically lower than that achieved through enzymatic hydrolysis, the processes are fast and simple and have the potential to produce inexpensive sugars from lignocellulosic biomass.</p>
<sec id="s8-1">
<title>8.1 Fast pyrolysis</title>
<p>Fast pyrolysis is the thermal decomposition of organic matter in the absence of significant oxidation at moderate temperatures (400&#xb0;C&#x2013;600&#xb0;C) producing primarily liquid products (bio-oil) as well as solid (biochar) and non-condensable gases (NCG) (<xref ref-type="bibr" rid="B238">Radlein and Quignard, 2013</xref>; <xref ref-type="bibr" rid="B225">Pecha et al., 2019</xref>; <xref ref-type="bibr" rid="B302">Venderbosch, 2019</xref>). As the name implies, the feedstock must be rapidly heated. Under ideal circumstances, fast pyrolysis of biomass can yield up to 75&#xa0;wt% bio-oil, where 60&#xa0;wt% is organic compounds with the balance comprising water (<xref ref-type="bibr" rid="B31">Bridgwater, 2012</xref>). Biochar and NCG can be combusted for process heat although there is increasing interest in using biochar for other applications such as for use as a soil amendment and carbon sequestration (<xref ref-type="bibr" rid="B29">Brewer et al., 2009</xref>; <xref ref-type="bibr" rid="B320">Woolf et al., 2010</xref>; <xref ref-type="bibr" rid="B36">Brown et al., 2015</xref>; <xref ref-type="bibr" rid="B274">Smith, 2016</xref>).</p>
<sec id="s8-1-1">
<title>8.1.1 Bio-oil</title>
<p>Bio-oil is the liquid product from pyrolysis of biomass. Most of this liquid is condensed from vapors released during pyrolysis (<xref ref-type="bibr" rid="B179">Lindstrom et al., 2019b</xref>; <xref ref-type="bibr" rid="B289">Tiarks et al., 2019</xref>). Organic vapors must be rapidly removed from the pyrolyzer and cooled to prevent secondary decomposition reactions, reducing the yield of bio-oil such as in the decomposition of volatilized sugars (<xref ref-type="bibr" rid="B268">Shin et al., 2001</xref>; <xref ref-type="bibr" rid="B89">Evans and Nimlos, 2002</xref>; <xref ref-type="bibr" rid="B334">Zhang et al., 2012</xref>; <xref ref-type="bibr" rid="B117">Haverly et al., 2015</xref>). The liquid from pyrolysis of lignocellulosic biomass includes hundreds of compounds (<xref ref-type="bibr" rid="B47">Chaala et al., 2004</xref>; <xref ref-type="bibr" rid="B221">Patwardhan et al., 2011b</xref>; <xref ref-type="bibr" rid="B220">2011a</xref>; <xref ref-type="bibr" rid="B222">2009</xref>), which complicates its analysis and the separation of products (<xref ref-type="bibr" rid="B44">Carpenter et al., 2014</xref>). It is well known that phenolic compounds derived from lignin are chiefly responsible for the high viscosity (<xref ref-type="bibr" rid="B30">Bridgwater, 2003</xref>) of bio-oil, while phenolic compounds and carboxylic acids both contribute to its high corrosivity (<xref ref-type="bibr" rid="B30">Bridgwater, 2003</xref>; <xref ref-type="bibr" rid="B147">Keiser et al., 2014</xref>; <xref ref-type="bibr" rid="B117">Haverly et al., 2015</xref>). Less well known, bio-oil can also contain significant quantities of sugar, depending on how the biomass is prepared and processed.</p>
<p>Most sugars have vanishingly small vapor pressures (<xref ref-type="bibr" rid="B215">Oja and Suuberg, 1999</xref>; <xref ref-type="bibr" rid="B312">Westerhof et al., 2011</xref>), and their discovery in bio-oil was somewhat surprising, encouraging the idea that thermal ejection was responsible for their presence. However, studies on sugars and anhydrosugars, a class of carbohydrates that lack one or more water molecules when compared to standard carbohydrates, which are found in bio-oil, revealed that they had significant vapor pressures at pyrolysis temperatures (<xref ref-type="bibr" rid="B215">Oja and Suuberg, 1999</xref>). Heating these carbohydrates as pure compounds revealed that they can be readily volatilized (<xref ref-type="bibr" rid="B11">Bai et al., 2013</xref>). <xref ref-type="table" rid="T2">Table 2</xref> depicts the most common sugar products from biomass fast pyrolysis. Sugar yield depends upon the type of polysaccharide, reaction conditions, and whether secondary reactions that degrade sugars proceed to a significant extent.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Major sugars products from biomass fast pyrolysis organized by descending molecular weight and the most likely polysaccharide precursor: cellulose (<xref ref-type="bibr" rid="B222">Patwardhan et al., 2009</xref>) or hemicellulose (<xref ref-type="bibr" rid="B220">Patwardhan et al., 2011a</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sugar</th>
<th align="center">Primary polysaccharide precursor</th>
<th align="center">Chemical formula</th>
<th align="center">Molecular weight [g mol<sup>&#x2212;1</sup>]</th>
<th align="center">Structure</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Cellobiosan</td>
<td align="center">Cellulose</td>
<td align="center">C<sub>12</sub>H<sub>20</sub>O<sub>10</sub>
</td>
<td align="center">324.11</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx1.tif"/>
</td>
</tr>
<tr>
<td align="left">1,6-Anhydro-&#x3b2;-D-glucopyranose (levoglucosan)</td>
<td align="center">Cellulose</td>
<td align="center">C<sub>6</sub>H<sub>10</sub>O<sub>5</sub>
</td>
<td align="center">162.05</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx2.tif"/>
</td>
</tr>
<tr>
<td align="left">1,6-Anhydro-&#x3b2;-D-glucofuranose</td>
<td align="center">Cellulose</td>
<td align="center">C<sub>6</sub>H<sub>10</sub>O<sub>5</sub>
</td>
<td align="center">162.05</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx3.tif"/>
</td>
</tr>
<tr>
<td align="left">Levoglucosenone</td>
<td align="center">Cellulose</td>
<td align="center">C<sub>6</sub>H<sub>6</sub>O<sub>3</sub>
</td>
<td align="center">126.03</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx4.tif"/>
</td>
</tr>
<tr>
<td align="left">Xylose</td>
<td align="center">Hemicellulose</td>
<td align="center">C<sub>5</sub>H<sub>10</sub>O<sub>5</sub>
</td>
<td align="center">150.05</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx5.tif"/>
</td>
</tr>
<tr>
<td align="left">Anhydroxylopyranose (enol form)</td>
<td align="center">Hemicellulose</td>
<td align="center">C<sub>5</sub>H<sub>8</sub>O<sub>4</sub>
</td>
<td align="center">132.04</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx6.tif"/>
</td>
</tr>
<tr>
<td align="left">1,2; 3,4-Dianhydroxylopyranose (enol form)</td>
<td align="center">Hemicellulose</td>
<td align="center">C<sub>5</sub>H<sub>6</sub>O<sub>3</sub>
</td>
<td align="center">114.03</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx7.tif"/>
</td>
</tr>
<tr>
<td align="left">1,2; 3,5-Dianhydroxylopyranose (enol form)</td>
<td align="center">Hemicellulose</td>
<td align="center">C<sub>5</sub>H<sub>6</sub>O<sub>3</sub>
</td>
<td align="center">114.03</td>
<td align="center">
<inline-graphic xlink:href="FENRG_fenrg-2024-1347373_wc_tfx8.tif"/>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The yields of these sugars are also highly dependent on the presence of naturally occurring alkali and alkaline earth metals (AAEMs) in the biomass, which catalyze pyranose and furanose ring fragmentation in polysaccharides (<xref ref-type="bibr" rid="B223">Patwardhan et al., 2010</xref>; <xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>; <xref ref-type="bibr" rid="B341">Zhou et al., 2016</xref>). Secondary interactions with biochar, which contains AAEM, catalyze secondary reactions of levoglucosan decomposition and degrade pyrolytic vapors, leading to decreased sugar yields during pyrolysis (<xref ref-type="bibr" rid="B231">Plouffe et al., 2022</xref>). Biomass pretreatment to remove or passivate AAEM is therefore required to obtain high sugar yields from biomass.</p>
</sec>
<sec id="s8-1-2">
<title>8.1.2 Biomass pretreatment to enhance pyrolytic sugar production</title>
<p>During biomass pyrolysis, AAEM cations interact with polar moieties and functional groups in carbohydrates, leading to greatly reduced sugar yields compared to pure polysaccharides (<xref ref-type="bibr" rid="B198">Mayes et al., 2015</xref>). Sugar yields comparable to pure polysaccharides can be achieved for lignocellulose by either liquid extraction of soluble AAEMs or passivating the catalytic activity of AAEMs <italic>in situ</italic> prior to pyrolysis (<xref ref-type="bibr" rid="B103">Golova and Krylova, 1960</xref>; <xref ref-type="bibr" rid="B151">Kilzer and Broido, 1965</xref>; <xref ref-type="bibr" rid="B32">Broido, 1966</xref>; <xref ref-type="bibr" rid="B223">Patwardhan et al., 2010</xref>; <xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>; <xref ref-type="bibr" rid="B10">Bai et al., 2014</xref>; <xref ref-type="bibr" rid="B61">Dalluge et al., 2014</xref>; <xref ref-type="bibr" rid="B309">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B216">Oudenhoven et al., 2016a</xref>; <xref ref-type="bibr" rid="B217">2016b</xref>). Regardless of the pretreatment method, AAEMs must be dealt with thoroughly as each metal atom is estimated to catalyze up to 1,000 fragmentations of pyranose or furanose rings (<xref ref-type="bibr" rid="B341">Zhou et al., 2016</xref>).</p>
<p>Both AAEM extraction and passivation improve sugar yields from fast pyrolysis of lignocellulosic biomass, but the application of these pretreatments differs substantially. Extraction involves using water to wash the AAEMs from the biomass. Inclusion of acids, such as carboxylic acid produced during pyrolysis, improves the extraction (<xref ref-type="bibr" rid="B217">Oudenhoven et al., 2016b</xref>). This technique increases sugar yields compared to no pretreatment (<xref ref-type="bibr" rid="B217">Oudenhoven et al., 2016b</xref>) but has significant drawbacks. Washing requires substantial water usage, which in turn is expensive to dry prior to pyrolysis and to treat prior to discharge (<xref ref-type="bibr" rid="B217">Oudenhoven et al., 2016b</xref>). For these economic reasons, this review focuses primarily on passivation.</p>
<p>Passivation predominantly uses mineral acids to convert AAEM cations in biomass into thermally stable salts (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>). When using acids, AAEMs likely bind to the conjugate base, forming inorganic salts. For example, if sulfuric acid is used, the conjugate base would be sulfate or hydrogen sulfate (bisulfate), which bonds with AAEMs forming salts such as calcium sulfate and sodium hydrogen sulfate (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>). AAEMs are less catalytically active when bonded as thermally stable salts. Although the protons released into the biomass in this manner do not appear to catalyze pyranose and furanose ring fragmentation, excessive acid can diminish sugar yields. Accordingly, there appears to be an optimal acid pretreatment level to passivate AAEMs (<xref ref-type="fig" rid="F7">Figure 7</xref>) (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Levoglucosan yield from corn stover pyrolysis can be improved by judicious acid pretreatment reproduced from <xref ref-type="bibr" rid="B165">Kuzhiyil et al. (2012)</xref> with permission from Wiley Online Library.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g007.tif"/>
</fig>
<p>Optimal infusion of mineral acid into lignocellulosic biomass can effectively passivate all catalytic activity of AAEMs, achieving sugar yields in (batch) micro-pyrolyzers equal to those from pyrolysis of pure polysaccharides, up to approximately 60&#xa0;wt% (<xref ref-type="bibr" rid="B223">Patwardhan et al., 2010</xref>; <xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>; <xref ref-type="bibr" rid="B309">Wang et al., 2014</xref>). Enhancements from pretreating biomass are typically the greatest for biomass containing high AAEM content (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>; <xref ref-type="bibr" rid="B61">Dalluge et al., 2014</xref>). Continuous pyrolysis of pretreated biomass has also demonstrated enhanced sugar yields although to date they have only reached approximately 30&#xa0;wt% monosaccharides on a polysaccharide basis (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>; <xref ref-type="bibr" rid="B61">Dalluge et al., 2014</xref>; <xref ref-type="bibr" rid="B153">Kim et al., 2014</xref>; <xref ref-type="bibr" rid="B65">David et al., 2018</xref>; <xref ref-type="bibr" rid="B66">2017</xref>). Possible explanations for this discrepancy are subsequently discussed.</p>
<p>
<xref ref-type="bibr" rid="B165">Kuzhiyil et al. (2012)</xref> developed a stoichiometric relationship between the AAEM content of biomass and amount of acid required for AAEM passivation. Polyprotic acids, such as sulfuric acid, can donate multiple protons, thereby generating more negative electric charges in the form of polyanionic conjugate bases, enhancing the AAEM passivation potential. Conversely, monoprotic acids, such as hydrochloric acid, can produce only monoanionic conjugate bases and are therefore less efficient on a molar basis. In addition to the number of protons available to donate, low acid dissociation constants (pKa) are very important. The conjugate base&#x2014;not the proton&#x2014;inhibits the AAEMs, so a stronger acid leads to more available conjugate base anions for a given amount of acid. In moderation, the proton itself appears unimportant and does not catalyze sugar destruction but is not wholly desirable because excessive acid addition produces lower sugar yields (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>). Theoretically, other chemicals could be used as long as they release appropriate anions and the corresponding cation does not catalytically degrade carbohydrates during pyrolysis. Additionally, these salts must be thermally stable. <xref ref-type="bibr" rid="B165">Kuzhiyil et al. (2012)</xref> claim that the greater thermal stability of potassium hydrogen sulfate compared to potassium dihydrogen phosphate explains the superior performance of sulfuric over phosphoric acid. This same explanation applies to carboxylic acids as they are not thermally stable and have higher dissociation constants and therefore yield less sugar (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>).</p>
<p>Maintaining the optimal level of acid pretreatment is essential to maximizing sugar yields, as illustrated in <xref ref-type="fig" rid="F7">Figure 7</xref>. Adding too little or too much acid drastically reduces sugar yield, so pretreatment levels must be carefully monitored. Aside from this issue, acid pretreatment has another large operational challenge: agglomeration.</p>
</sec>
<sec id="s8-1-3">
<title>8.1.3 Overcoming pretreatment-caused agglomeration</title>
<p>Pyrolysis of biomass without pretreatment usually yields a fine char, which can be elutriated and captured in a gas cyclone. Acid-pretreated biomass, on the other hand, results in large masses of agglomerated char and bed material. Agglomerates are not necessarily an impediment to proper reactor operation. For example, auger pyrolyzers readily grind agglomerated char as it is formed (<xref ref-type="bibr" rid="B61">Dalluge et al., 2014</xref>). On the other hand, agglomeration of char in a fluidized bed pyrolyzer forces operation at reduced biomass feed rates to maintain stable bed operation, which in turn reduces rates of sugar production. Understanding the mechanism by which agglomerates form is important to advancing the production of pyrolytic sugars.</p>
<p>The fact that biomass from which AAEM has been substantially extracted by water washing demonstrates that agglomeration arises from the loss of AAEM rather than the addition of protons to the biomass. The surface of agglomerated char from pyrolysis of washed biomass (<xref ref-type="bibr" rid="B216">Oudenhoven et al., 2016a</xref>) and acid-pretreated biomass (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>) suggests the formation of a melt phase prior to dehydration to char. This melt incorporates particles of bed media (sand), creating large agglomerates (<xref ref-type="bibr" rid="B216">Oudenhoven et al., 2016a</xref>). <xref ref-type="bibr" rid="B249">Rollag et al. (2020)</xref> have recently discovered that AAEM catalyzes depolymerization of both polysaccharides and lignin. It appears that AAEM increases the rate at which lignin depolymerizes and devolatilizes (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>) without substantially altering the final product&#x27;s composition (<xref ref-type="bibr" rid="B62">Dalluge et al., 2017</xref>).</p>
<p>
<xref ref-type="bibr" rid="B289">Tiarks et al. (2019)</xref> used optical and laser visualization techniques to explore the pyrolysis of lignocellulosic biomass and its components, which helps understand agglomeration of lignin. Upon pyrolysis on a heated metal strip, technical lignin powder produced large agglomerates, which was not observed for pyrolysis of wood powders. However, by mixing the lignin powder with nonreactive inorganic filler, simulating the dispersion strands of lignin polymers among the polysaccharides in biomass, agglomeration was eliminated. This suggests that char agglomeration occurs if dispersed strands of lignin have time to melt and coalesce before they can depolymerize into volatile molecules.</p>
<p>Since most biomass naturally contain sufficient AAEMs to catalyze lignin depolymerization, devolatilization proceeds more quickly than melt diffusion, with the result that lignin dehydrates in place to produce fine char particles that retain the cell wall structure. Removal or passivation of AAEMs slows depolymerization and devolatilization, giving time for melted lignin to diffuse to particle surfaces where it acts as an adhesive to bind together both pyrolyzing biomass particles and bed media. Untreated corn stover rind before and after pyrolysis have largely intact plant cell wall structures (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>). On the other hand, acid pretreated corn stover rind pyrolyzed for the same time duration has clearly melted (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>). Removing the catalytic activity of the AAEM promotes the melting and diffusion of lignin to the biomass surface, where it serves as an adhesive to bind particles together and subsequently dehydrate into agglomerated char (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>). Small additions of calcium hydroxide to a fluidized bed pyrolyzer has been shown to reduce although not eliminate char agglomeration of lignin (<xref ref-type="bibr" rid="B340">Zhou et al., 2015</xref>), and of course the addition of this alkaline earth metal when pyrolyzing whole biomass would be detrimental to sugar yields.</p>
<p>After discovering the role of AAEMs in depolymerizing lignin, <xref ref-type="bibr" rid="B249">Rollag et al. (2020)</xref> sought a biomass pretreatment that both passivated AAEMs and selectively catalyzed lignin depolymerization. Ferrous sulfate proved particularly effective, although magnesium sulfate was also successful (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>). The sulfate anion passivates AAEMs in the biomass, while the ferrous cation catalyzes lignin depolymerization without interfering with sugar yields. This new pretreatment intensifies volumetric sugar productivity (g L<sup>&#x2212;1</sup>&#xa0;h<sup>&#x2212;1</sup>) by simultaneously increasing sugar yields and maintaining high biomass throughput. <xref ref-type="bibr" rid="B249">Rollag et al. (2020)</xref> also showed that the pyrolyzer could run autothermally, which further intensifies the process.</p>
<p>Adding small amounts of oxygen to a pyrolyzer in the form of air at low equivalence ratios, typically anathema for pyrolysis, can greatly increase biomass throughput for a reactor of given dimensions. <xref ref-type="bibr" rid="B232">Polin, Carr, et al. (2019)</xref> and <xref ref-type="bibr" rid="B233">Polin, Peterson, et al. (2019)</xref> increased the biomass throughput for an 8.9-cm-diameter reactor by threefold to fourfold through autothermal operation. Furthermore, intensification increases with reactor size, scaling linearly with reactor diameter (<xref ref-type="bibr" rid="B33">Brown, 2020</xref>). These methods may also reduce agglomeration by oxidizing char agglomerates (<xref ref-type="bibr" rid="B153">Kim et al., 2014</xref>). While the addition of oxygen to a pyrolyzer releases CO and CO<sub>2</sub>, life cycle analyses of pyrolysis and autothermal pyrolysis demonstrate net carbon removal (<xref ref-type="bibr" rid="B95">Ganguly et al., 2022</xref>). <xref ref-type="bibr" rid="B95">Ganguly et al. (2022)</xref> demonstrated that for a 250-ton-per-day autothermal pyrolysis facility&#x2013;processing corn stover, red oak, or yellow pine, the amount of carbon removed from the atmosphere was greater than the amount of carbon emitted. This is primarily due to the products of biochar and phenolic oil (for bio-asphalt application) that sequester biogenic carbon (<xref ref-type="bibr" rid="B95">Ganguly et al., 2022</xref>).</p>
<p>Pyrolysis has the potential to dramatically increase volumetric sugar productivity compared to enzymatic hydrolysis (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>). Under conventional (non-oxidative) pyrolysis of untreated corn stover, volumetric sugar productivity was 62&#xa0;g&#xa0;L<sup>&#x2212;1</sup>&#xa0;h<sup>&#x2212;1</sup> compared to only 5.4&#xa0;g&#xa0;L<sup>&#x2212;1</sup>&#xa0;h<sup>&#x2212;1</sup> for enzymatic hydrolysis of corn stover. However, the combination of ferrous sulfate pretreatment, which increased sugar yields on a biomass basis from less than 1% to over 12%, and autothermal pyrolysis, which increased biomass throughput by a factor of 2.5, increased volumetric sugar productivity to 2041&#xa0;g&#xa0;L<sup>&#x2212;1</sup>&#xa0;h<sup>&#x2212;1</sup> (<xref ref-type="bibr" rid="B249">Rollag et al., 2020</xref>). An optimum reactor temperature of 450&#xb0;C maximizes sugar production from autothermal pyrolysis of ferrous sulfate&#x2013;pretreated corn stover (<xref ref-type="bibr" rid="B229">Peterson et al., 2023</xref>).</p>
</sec>
<sec id="s8-1-4">
<title>8.1.4 Process flow</title>
<p>
<xref ref-type="fig" rid="F8">Figure 8</xref> demonstrates that fast pyrolysis of untreated biomass yields less bio-oil while producing more gas and char than pretreated biomass. Furthermore, the concentration of sugar in bio-oil is higher when pyrolyzing pretreated biomass.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Sankey diagrams demonstrate the differences in product yields from fast pyrolysis of unmodified <bold>(A)</bold> and acid-pretreated <bold>(B)</bold> pine. Figure produced using the pine composition and product yields from <xref ref-type="bibr" rid="B217">Oudenhoven et al. (2016b)</xref> and <xref ref-type="bibr" rid="B317">Williams et al. (2017)</xref>, respectively, assuming proportional fractions of the biopolymers generate each product stream.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s8-2">
<title>8.2 Challenges to sugars via fast pyrolysis</title>
<p>Using pyrolysis to produce sugars from lignocellulosic biomass has three primary challenges: sugar yield limitations, sugar separation from bio-oil, and utilization of anhydrosugars in fermentation processes (<xref ref-type="bibr" rid="B34">Brown, 2021</xref>).</p>
<sec id="s8-2-1">
<title>8.2.1 Sugar yield limitations</title>
<p>Fast pyrolysis rapidly converts polysaccharides into monosaccharides and, to a lesser extent, disaccharides; however, the elevated temperature of pyrolysis also promotes secondary reactions that degrade sugar monomers. For example, fast pyrolysis of cellulose even under ideal laboratory conditions rarely yields more than 60&#xa0;wt% sugar, which stoichiometrically should be 100&#xa0;wt% (<xref ref-type="bibr" rid="B222">Patwardhan et al., 2009</xref>). Competition among three condensed phase reactions may prevent higher yields than presently achieved: cracking (the primary depolymerization reaction), end-chain levoglucosan production, and degradation reactions (<xref ref-type="bibr" rid="B178">Lindstrom et al., 2019a</xref>). Cracking reactions convert polysaccharides to anhydro-oligosaccharides that are subsequently cracked into smaller anhydro-oligosaccharides (<xref ref-type="bibr" rid="B239">Radlein et al., 1987</xref>; <xref ref-type="bibr" rid="B197">Mayes and Broadbelt, 2012</xref>; <xref ref-type="bibr" rid="B306">Vinu and Broadbelt, 2012</xref>; <xref ref-type="bibr" rid="B104">Gong et al., 2014</xref>; <xref ref-type="bibr" rid="B40">Burnham et al., 2015</xref>; <xref ref-type="bibr" rid="B178">Lindstrom et al., 2019a</xref>). Levoglucosan can form directly from anhydro-oligosaccharides and readily volatilizes (<xref ref-type="bibr" rid="B197">Mayes and Broadbelt, 2012</xref>; <xref ref-type="bibr" rid="B306">Vinu and Broadbelt, 2012</xref>; <xref ref-type="bibr" rid="B40">Burnham et al., 2015</xref>; <xref ref-type="bibr" rid="B178">Lindstrom et al., 2019a</xref>). Secondary reactions limit sugar production by decomposing levoglucosan (<xref ref-type="bibr" rid="B178">Lindstrom et al., 2019a</xref>).</p>
<p>As discussed earlier, AAEMs promote pyranose and furanose ring fragmentation. The ion-dipole forces between the AAEM atoms and carbohydrates alter the reaction rates (<xref ref-type="bibr" rid="B198">Mayes et al., 2015</xref>), leading to reduced sugar yields. It is worth reiterating that preventing these reactions, by extracting or passivating the AAEM, only increases sugar yields to the levels observed for pure polysaccharides, which is much below the expected stoichiometric yields. Although some authors have claimed higher yields (<xref ref-type="bibr" rid="B189">Maduskar et al., 2018</xref>), these results have not been reliability reproduced by others.</p>
<p>The maximum sugar yield achieved in continuous pyrolysis systems is almost 50% lower than that achieved in microscale benchtop reactors even when using the same pretreated biomass for the experiments (<xref ref-type="bibr" rid="B165">Kuzhiyil et al., 2012</xref>; <xref ref-type="bibr" rid="B61">Dalluge et al., 2014</xref>). The lower yields from continuous pyrolysis are not fully understood but may be due to longer vapor residence times during which secondary reactions can decompose sugars. Indeed, <xref ref-type="bibr" rid="B250">Ronsse et al. (2012)</xref> demonstrated that alkali-rich char catalyzes vapor-phase decomposition of levoglucosan at pyrolysis temperatures.</p>
</sec>
<sec id="s8-2-2">
<title>8.2.2 Sugar separation from bio-oil</title>
<p>The conventional approach to recovering condensable products of pyrolysis involves the rapid cooling of pyrolysis vapors in a spray of non-polar liquid (<xref ref-type="bibr" rid="B302">Venderbosch, 2019</xref>). This yields an emulsion of lignin-derived phenolic compounds in an aqueous phase in which most of the carbohydrate-derived compounds are dissolved. Although the phenolic compounds (often referred to as &#x201c;pyrolytic lignin&#x201d;) in this bio-oil can be precipitated by adding water, separating sugar from the aqueous phase is more challenging. Even the volatile components cannot be separated by distillation because bio-oil is extremely reactive. To combat these problems, condensable products of pyrolysis are increasingly being recovered in stages by exploiting differences in vapor pressure for the various components, as illustrated in <xref ref-type="fig" rid="F9">Figure 9</xref>. High-boiling-point anhydrosugars such as levoglucosan and sugars such as xylose will condense at the highest temperatures, followed by phenolic compounds such as guaiacol and o-creosol, and ultimately lighter compounds such as furfural and acetic acids, as the temperature is lowered.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Vapor pressures show significant differences among common bio-oil components. Temperatures are displayed in the reverse order to illustrate chemicals condensing as the bio-oil vapors are cooled. Pressures calculated using the Antoine equation with constants from <xref ref-type="bibr" rid="B215">Oja and Suuberg (1999)</xref> and the National Institute of Standards and Technology (NIST) (<xref ref-type="bibr" rid="B212">NIST Chemistry WebBook, 2023</xref>). Cellobiose was used <italic>in lieu</italic> of cellobiosan as the Antoine constants were unavailable.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g009.tif"/>
</fig>
<p>One scheme for selective recovery of the components of bio-oil is illustrated in <xref ref-type="fig" rid="F10">Figure 10</xref> (<xref ref-type="bibr" rid="B234">Pollard et al., 2012</xref>). Products of pyrolysis entrained in the gas flow leaving the pyrolysis reactor pass through gas cyclones for the removal of particulate matter (biochar), and then through a temperature-controlled condenser that cools the gas stream to 102&#xb0;C, which is low enough to condense sugars, anhydrosugars, and most of the phenolic compounds in the stream. This so-called stage fraction 1 (SF 1) could, in principle, be operated at higher temperatures to encourage phenolic compounds to be collected downstream of SF 1, but success in this separation depends upon the relative vapor pressures of the sugars and phenolic compounds and the thermal stability of the sugars at higher quench temperatures (<xref ref-type="bibr" rid="B63">Dalluge et al., 2019</xref>). High-boiling-point aerosols produced during this cooling process must be separately recovered in a temperature-controlled electrostatic precipitator (ESP), designated as SF 2. The composition of liquids recovered from SF 1 and 2 have similar composition (<xref ref-type="bibr" rid="B234">Pollard et al., 2012</xref>), thus they are often combined and referred to as the &#x201c;heavy ends&#x201d; of bio-oil. A relatively simple water extraction can separate the water-insoluble phenolic compounds from the water-soluble sugars (<xref ref-type="bibr" rid="B277">Stanford et al., 2018</xref>). The sugar-rich aqueous solution (syrup) contains a small number of phenolic compounds that are well-known fermentation inhibitors (<xref ref-type="bibr" rid="B252">Rover et al., 2014</xref>) that must be removed before the syrup can be used as substrate in bioconversions. Filtration with resin columns has proved effective in this respect (<xref ref-type="bibr" rid="B277">Stanford et al., 2018</xref>). Stage fractions operating at progressively lower boiling points can collect other fractions of bio-oil.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Pairs of condensers to quench pyrolysis vapors according to boiling points and electrostatic precipitators (ESPs) to collect aerosols can be used to produce stage fractions (SFs) of bio-oil. Figure reprinted with permission from Elsevier, Inc. (<xref ref-type="bibr" rid="B234">Pollard et al., 2012</xref>).</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g010.tif"/>
</fig>
</sec>
</sec>
<sec id="s8-3">
<title>8.3 Bioconversion of anhydrosugars</title>
<p>Most sugar bioconversion pathways require fully hydrated carbohydrates rather than anhydrosugars. Acid hydrolysis readily converts anhydrosugars into their fully hydrated forms that can be fermented into biochemical products such as ethanol (<xref ref-type="bibr" rid="B265">Shafizadeh et al., 1979</xref>; <xref ref-type="bibr" rid="B120">Helle et al., 2007</xref>; <xref ref-type="bibr" rid="B19">Bennett et al., 2009</xref>). The kinetics of levoglucosan hydrolysis have been well captured by <xref ref-type="bibr" rid="B120">Helle et al. (2007)</xref>. Levoglucosan, and presumably other anhydro-monosaccharides, are hydrated into their fully hydrated counterparts, namely, glucose. Cellobiosan is either first hydrolyzed to cellobiose followed by hydrolytic breaking of the glycosidic bond between the two monomeric units to liberate glucose or the glycosidic bond is first hydrolyzed to release glycose and levoglucosan followed by hydration of the levoglucosan to glucose.</p>
<p>Acid hydrolysis must be followed by acid neutralization and sugar purification to produce a sugar-rich syrup suitable for fermentation. As soluble salts inhibit fermentation (<xref ref-type="bibr" rid="B45">Casey et al., 2013</xref>), an effect neutralization strategy is used to make a metal hydroxide [e.g., Ca(OH)<sub>2</sub>] react with the mineral acid to create water-insoluble precipitates (<xref ref-type="bibr" rid="B48">Chan and Duff, 2010</xref>; <xref ref-type="bibr" rid="B175">Lian et al., 2010</xref>). However, separation of these precipitates in a biorefinery would be challenging due to polymerization of phenolics during acid hydrolysis (<xref ref-type="bibr" rid="B277">Stanford et al., 2018</xref>). To overcome this challenge, <xref ref-type="bibr" rid="B99">Ghosh et al. (2023)</xref> developed an acid hydrolysis process upon which the neutralization of the sulfuric acid catalyst would be compatible with downstream sugar purification and fermentation. Using 150&#xa0;mM sulfuric acid at 115&#xb0;C during a 3-hour reaction, glucose production was maximized within acceptable ranges of acid concentration and temperature for sustainable and economic biorefining (<xref ref-type="bibr" rid="B99">Ghosh et al., 2023</xref>).</p>
<p>Although not commercially developed at this time, some wild microorganisms can utilize anhydrosugars as sources of energy and carbon (<xref ref-type="bibr" rid="B8">Bacik and Jarboe, 2016</xref>). Levoglucosan and cellobiosan, in particular, are thermally generated in forest fires (<xref ref-type="bibr" rid="B304">Vicente et al., 2013</xref>), which explains the evolutionary pressure for the emergence of anhydrosugar-utilizing microorganisms. Some microorganisms directly metabolize levoglucosan and cellobiosan (<xref ref-type="bibr" rid="B155">Kitamura et al., 1991</xref>; <xref ref-type="bibr" rid="B331">Yasui et al., 1991</xref>; <xref ref-type="bibr" rid="B176">Lian et al., 2016</xref>), while others require exogenous sources of &#x3b2;-glucosidase to utilize cellobiosan (<xref ref-type="bibr" rid="B180">Linger et al., 2016</xref>). Considering the hundreds of years that microorganisms have been bred to utilize fully hydrated sugars in commercial processes, hydrolyzing anhydrosugars from pyrolysis followed by fermentation of glucose with commercially available yeasts and bacteria might be the most expedient path forward in the near term. However, engineering new microorganisms that can directly exploit anhydrosugars would eliminate the unit operations of acid hydrolysis and neutralization, reducing capital and operating costs of a biorefinery based on production of pyrolytic sugars.</p>
</sec>
</sec>
<sec id="s9">
<title>9 Solvent liquefaction</title>
<p>Solvent liquefaction is another promising route for thermochemical production of cellulosic sugars. Solvent liquefaction is broadly defined as the conversion of biomass or other carbonaceous feedstocks in the presence of a solvent into primarily liquid or solubilized compounds, gas, and solids (<xref ref-type="bibr" rid="B18">Behrendt et al., 2008</xref>; <xref ref-type="bibr" rid="B142">Kandiyoti et al., 2017</xref>; <xref ref-type="bibr" rid="B102">Ghosh and Haverly, 2019</xref>). There are several advantages of this process for production of cellulosic sugars. In some manifestations, solvent liquefaction can process wet feedstock, thus omitting the energy-intensive drying of biomass prior to thermochemical reaction (<xref ref-type="bibr" rid="B115">Haverly et al., 2019</xref>). Polar solvents are capable of selectively catalyzing the depolymerization and hydrolysis reactions that govern sugar production. Liquefaction is conducted at relatively modest temperatures (105&#xb0;C&#x2013;350&#xb0;C) when compared to pyrolysis. Product distribution can be tuned by selecting different solvent media and reaction conditions, which provides high flexibility to the process. The reactants and products are diluted in the solvent medium, which helps suppress secondary degradation of the sugars. Lastly, solubilized sugar can be directly delivered to the fermentation unit.</p>
<sec id="s9-1">
<title>9.1 Processing solvents for saccharification</title>
<p>Solvents facilitate heat and mass transfer, while some solvents also influence solvation and reaction energetics. Both aqueous and organic solvents have been used for solvent liquefaction. Relevant organic solvents can be divided into three major categories: polar protic, polar aprotic, and ionic liquids.</p>
<p>Polar solvents have one or more electric dipoles. Solvents possessing a hydrogen atom attached to an oxygen (hydroxyl group) or a nitrogen (amine group) atom are known as polar protic solvents (<xref ref-type="bibr" rid="B269">Shuai and Luterbacher, 2016</xref>). Solvents that lack a hydrogen atom attached to an electronegative atom are called polar aprotic solvents. Polar protic solvents can accept a hydrogen bond due to the presence of a lone pair of electrons and can donate a hydrogen atom or participate in hydrogen bonding due to the presence of an acidic proton. By contrast, polar aprotic solvents can accept a hydrogen bond through lone pair electrons but are incapable of donating any acidic protons or forming hydrogen bonding (<xref ref-type="bibr" rid="B245">Reichardt and Welton, 2010</xref>). Alcohols and carboxylic acids are strongly polar protic solvents, whereas ketones, ethers, cyclic ethers, lactones, and esters are examples of polar aprotic solvents. By contrast, nonpolar solvents (such as benzene) are rarely used in solvent liquefaction due to their dissimilarity to biomass. <xref ref-type="fig" rid="F11">Figure 11</xref> demonstrates the similarity of various solvents to biopolymers and common biomass solvent liquefaction products with Hansen solubility parameter (HSP or &#x3b4;<sub>Total</sub>) (<xref ref-type="bibr" rid="B112">Hansen, 2007</xref>), which divides intermolecular forces into dispersion (&#x3b4;<sub>D</sub>), polar (&#x3b4;<sub>P</sub>), and hydrogen bonding (&#x3b4;<sub>H</sub>) interactions. These parameters correlate with biomass deconstruction yields and rates (<xref ref-type="bibr" rid="B101">Ghosh et al., 2016</xref>; <xref ref-type="bibr" rid="B46">Castellv&#xed; Barn&#xe9;s et al., 2017</xref>).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Lower relative energy distance (RED, Ra) illustrates a greater potential for solvation between biomass deconstruction products (color-filled circles) and various solvents (X): nonpolar benzene <bold>(A)</bold>, polar aprotic THF <bold>(B)</bold>, and polar protic ethanol <bold>(C)</bold>. Figures produced in Python (<xref ref-type="bibr" rid="B129">Hunter, 2007</xref>; <xref ref-type="bibr" rid="B226">P&#xe9;rez and Granger, 2007</xref>) using values from <xref ref-type="bibr" rid="B112">Hansen (2007)</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g011.tif"/>
</fig>
<p>Temperature and pressure complicate the interaction between solvent and solute. Temperature increases molecular motion and pressure compresses the solvents. Both factors alter molecular contact and therefore the interaction. HSP effectively captures these changes for gases, liquids, and supercritical fluids in terms of cohesive energy divided by molar volume (<xref ref-type="bibr" rid="B319">Williams et al., 2004</xref>; <xref ref-type="bibr" rid="B112">Hansen, 2007</xref>). Equations <xref ref-type="disp-formula" rid="e1">1</xref>&#x2013;<xref ref-type="disp-formula" rid="e3">3</xref> (and by extension Eq. <xref ref-type="disp-formula" rid="e4">4</xref>) each contains a cubic expansion coefficient (&#x3b1;) [K<sup>&#x2212;1</sup>] and isothermal compressibility term (&#x3b2;) [MPa<sup>&#x2212;1</sup>] (<xref ref-type="bibr" rid="B319">Williams et al., 2004</xref>; <xref ref-type="bibr" rid="B112">Hansen, 2007</xref>). Accordingly, each component varies with both temperature and pressure.<disp-formula id="e1">
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</mml:mrow>
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</mml:mfenced>
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</mml:mrow>
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</mml:mrow>
</mml:mrow>
<mml:mfrac>
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<mml:mn mathvariant="bold">1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:msup>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">T</mml:mi>
<mml:mi mathvariant="bold-italic">o</mml:mi>
<mml:mi mathvariant="bold-italic">t</mml:mi>
<mml:mi mathvariant="bold-italic">a</mml:mi>
<mml:mi mathvariant="bold-italic">l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mi mathvariant="bold-italic">D</mml:mi>
</mml:msub>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
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<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
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</mml:msub>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b4;</mml:mi>
<mml:mi mathvariant="bold-italic">H</mml:mi>
</mml:msub>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>Ionic liquids are a special class of solvents consisting of organic salts in liquid form. The ions in IL are poorly coordinated, contributing to their liquid state below 100&#xb0;C and sometimes even at room temperature (<xref ref-type="bibr" rid="B230">Pinkert et al., 2009</xref>). Important advantages of ionic liquids include excellent solvation capability at low temperatures, low volatility, non-flammability, and high thermal stability, which make them suitable for biomass liquefaction (<xref ref-type="bibr" rid="B343">Zhu et al., 2006</xref>). However, ionic liquids are very expensive and thus demand high recovery efficiency (<xref ref-type="bibr" rid="B190">Mai et al., 2014</xref>).</p>
<p>Applications of various types of solvents in biomass deconstruction targeted toward production of solubilized carbohydrates are summarized in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Major applications of different solvents in lignocellulosic sugar production, adapted from <xref ref-type="bibr" rid="B97">Ghosh (2018)</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Process</th>
<th align="left">Biomass</th>
<th align="left">Solvent class</th>
<th align="left">Solvent</th>
<th align="left">Product yield (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Acid-catalyzed hydrolysis</td>
<td rowspan="2" align="left">Lignocellulose</td>
<td rowspan="2" align="left">Inorganic</td>
<td rowspan="2" align="left">Dilute acid and concentrated acid</td>
<td align="left">Glucose: 50&#x2013;99</td>
</tr>
<tr>
<td align="left">Xylose: 78&#x2013;88</td>
</tr>
<tr>
<td colspan="5" align="left">References: <xref ref-type="bibr" rid="B20">Bergius (1937)</xref>; <xref ref-type="bibr" rid="B253">Saeman (1945)</xref>; <xref ref-type="bibr" rid="B90">Fagan et al. (1971)</xref>; <xref ref-type="bibr" rid="B263">Selke and Hawley (1982)</xref>; <xref ref-type="bibr" rid="B91">Franzidis et al. (1983)</xref>; <xref ref-type="bibr" rid="B113">Harris et al. (1985)</xref>; <xref ref-type="bibr" rid="B191">Malester et al. (1992)</xref>; <xref ref-type="bibr" rid="B171">Lenihan et al. (2010)</xref>; <xref ref-type="bibr" rid="B135">Ioelovich (2012)</xref>; <xref ref-type="bibr" rid="B182">Liu et al. (2012)</xref>; <xref ref-type="bibr" rid="B204">Moe et al. (2012)</xref>; <xref ref-type="bibr" rid="B316">Wijaya et al. (2014)</xref>
</td>
</tr>
<tr>
<td rowspan="4" align="left">Solvent-assisted saccharification</td>
<td rowspan="4" align="left">Lignocellulose</td>
<td rowspan="2" align="left">Ionic liquid</td>
<td rowspan="2" align="left">[BMIM]Cl and [EMIM]Cl</td>
<td align="left">Glucose: 53&#x2013;89</td>
</tr>
<tr>
<td align="left">Xylose: 75&#x2013;88</td>
</tr>
<tr>
<td rowspan="2" align="left">Polar aprotic</td>
<td rowspan="2" align="left">GVL</td>
<td align="left">Glucose: 65&#x2013;69</td>
</tr>
<tr>
<td align="left">Xylose: 70&#x2013;73</td>
</tr>
<tr>
<td colspan="5" align="left">References: <xref ref-type="bibr" rid="B22">Binder and Raines (2010)</xref>; <xref ref-type="bibr" rid="B185">Luterbacher et al. (2014)</xref>; <xref ref-type="bibr" rid="B269">Shuai and Luterbacher (2016)</xref>
</td>
</tr>
<tr>
<td align="left">Non-catalytic hydrolysis</td>
<td align="left">Cellulose</td>
<td align="left">Inorganic</td>
<td align="left">Supercritical water</td>
<td align="left">C<sub>6</sub> carbohydrates: 48&#x2013;54</td>
</tr>
<tr>
<td colspan="5" align="left">References: <xref ref-type="bibr" rid="B1">Adschiri et al. (1993)</xref>; <xref ref-type="bibr" rid="B257">Sasaki et al. (2000</xref>, <xref ref-type="bibr" rid="B258">1998)</xref>; <xref ref-type="bibr" rid="B254">Saka and Ueno (1999)</xref>; <xref ref-type="bibr" rid="B82">Ehara and Saka (2005)</xref>
</td>
</tr>
<tr>
<td align="left">Alkylation</td>
<td align="left">Cellulose</td>
<td align="left">Polar protic</td>
<td align="left">Methanol, ethanol, and ethylene glycol</td>
<td align="left">Alkylated C<sub>6</sub> carbohydrates: 25&#x2013;90</td>
</tr>
<tr>
<td colspan="5" align="left">References: <xref ref-type="bibr" rid="B137">Ishikawa and Saka (2001)</xref>; <xref ref-type="bibr" rid="B327">Yamada and Ono (2001)</xref>; <xref ref-type="bibr" rid="B73">Deng et al. (2011</xref>, <xref ref-type="bibr" rid="B72">2010)</xref>; <xref ref-type="bibr" rid="B78">Dora et al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left">Depolymerization</td>
<td align="left">Cellulose</td>
<td align="left">Polar aprotic</td>
<td align="left">1,4-dioxane, THF, acetone, GVL, acetonitrile, and sulfolane</td>
<td align="left">Levoglucosan: 15&#x2013;41</td>
</tr>
<tr>
<td colspan="5" align="left">References: <xref ref-type="bibr" rid="B160">Koll et al. (1991)</xref>; <xref ref-type="bibr" rid="B145">Kawamoto et al. (2003)</xref>; <xref ref-type="bibr" rid="B98">Ghosh et al. (2018</xref>, <xref ref-type="bibr" rid="B101">2016)</xref>; <xref ref-type="bibr" rid="B100">Ghosh and Brown (2019)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s9-2">
<title>9.2 Processing of saccharides in inorganic solvents</title>
<sec id="s9-2-1">
<title>9.2.1 Dilute and concentrated acid</title>
<p>Hydrolysis of cotton linen in concentrated sulfuric acid is one of the earliest examples of biomass liquefaction in an aqueous solvent to produce sugars (<xref ref-type="bibr" rid="B25">Braconnot, 1819</xref>). Later, dilute sulfuric acid was used to produce fermentable sugars from lignocellulosic biomass. Dilute acid hydrolysis can achieve 50%&#x2013;83% yields of sugar, whereas concentrated acid produces 78%&#x2013;99% yields of sugar (<xref ref-type="bibr" rid="B20">Bergius, 1937</xref>; <xref ref-type="bibr" rid="B253">Saeman, 1945</xref>; <xref ref-type="bibr" rid="B90">Fagan et al., 1971</xref>; <xref ref-type="bibr" rid="B263">Selke and Hawley, 1982</xref>; <xref ref-type="bibr" rid="B91">Franzidis et al., 1983</xref>; <xref ref-type="bibr" rid="B113">Harris et al., 1985</xref>; <xref ref-type="bibr" rid="B191">Malester et al., 1992</xref>; <xref ref-type="bibr" rid="B171">Lenihan et al., 2010</xref>; <xref ref-type="bibr" rid="B135">Ioelovich, 2012</xref>; <xref ref-type="bibr" rid="B182">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B204">Moe et al., 2012</xref>; <xref ref-type="bibr" rid="B316">Wijaya et al., 2014</xref>). Concentrated acid is typically operated at low temperatures for its strong catalytic effect promotes depolymerization of biomass polysaccharides selectively over sugar dehydration reactions. However, the use of acid for saccharification of biomass has not been highly industrialized due to the hazards of handling mineral acids, complicated recovery issues, and corrosive effects on reactors (<xref ref-type="bibr" rid="B321">Wright and Power, 1986</xref>; <xref ref-type="bibr" rid="B284">Taherzadeh and Karimi, 2007</xref>).</p>
</sec>
<sec id="s9-2-2">
<title>9.2.2 Subcritical and supercritical water</title>
<p>Cellulose hydrolysis has been studied extensively in supercritical water in the absence of any catalysts (<xref ref-type="bibr" rid="B1">Adschiri et al., 1993</xref>; <xref ref-type="bibr" rid="B254">Saka and Ueno, 1999</xref>; <xref ref-type="bibr" rid="B257">Sasaki et al., 2000</xref>; <xref ref-type="bibr" rid="B82">Ehara and Saka, 2005</xref>; <xref ref-type="bibr" rid="B42">Cantero et al., 2015</xref>). The high solubilization capability of supercritical water allows it to easily hydrolyze cellulose to glucose and other oligosaccharides, achieving up to 48%&#x2013;54% yields (<xref ref-type="bibr" rid="B1">Adschiri et al., 1993</xref>; <xref ref-type="bibr" rid="B254">Saka and Ueno, 1999</xref>; <xref ref-type="bibr" rid="B257">Sasaki et al., 2000</xref>). Nevertheless, hot, pressurized water is highly corrosive requiring expensive corrosion-resistant materials of construction. Since cellulose decomposition occurs quickly in supercritical water, maximum sugar yields require precise control over reaction time (0.05&#x2013;10&#xa0;s) (<xref ref-type="bibr" rid="B257">Sasaki et al., 2000</xref>). On the other hand, using subcritical water (usually between 200&#xb0;C and 300&#xb0;C) encourages dehydration products of glucose, namely, 5-HMF, due to the increased catalytic activity of water caused by autodissociation into hydronium and hydroxide ions (<xref ref-type="bibr" rid="B3">American Society of Mechanical Engineers, 1993</xref>; <xref ref-type="bibr" rid="B258">Sasaki et al., 1998</xref>; <xref ref-type="bibr" rid="B82">Ehara and Saka, 2005</xref>; <xref ref-type="bibr" rid="B14">Bandura and Lvov, 2006</xref>). Furthermore, numerous studies show that 5-HMF and furfural, produced from acid-catalyzed dehydration of monosaccharides in water, can condense into undesirable water-insoluble polymeric material known as humins (<xref ref-type="bibr" rid="B301">Van Zandvoort et al., 2013</xref>; <xref ref-type="bibr" rid="B292">Tsilomelekis et al., 2016</xref>).</p>
</sec>
<sec id="s9-2-3">
<title>9.2.3 Polar protic solvents</title>
<p>The use of polar protic solvents for production of cellulosic sugars is a comparatively less explored pathway. <xref ref-type="bibr" rid="B137">Ishikawa and Saka (2001)</xref> demonstrated the deconstruction of cellulose using supercritical methanol to produce methylated glucosides as the major products. Other alcohols, such as ethanol and ethylene glycol, can also be used for producing alkylated cellulosic sugars (<xref ref-type="bibr" rid="B327">Yamada and Ono, 2001</xref>; <xref ref-type="bibr" rid="B73">Deng et al., 2011</xref>). Interestingly, alcoholysis of cellulose in the presence of strong acid catalyst can produce methyl and ethyl glucosides at yields of 57%&#x2013;63% when compared to only 5%&#x2013;10% in pure water (<xref ref-type="bibr" rid="B73">Deng et al., 2011</xref>; <xref ref-type="bibr" rid="B72">2010</xref>; <xref ref-type="bibr" rid="B78">Dora et al., 2012</xref>). Furthermore, a remarkably high yield of 99.5% of n-decyl pentosides was observed when wheat bran hemicellulose was treated in n-decanol at 100&#xb0;C while using sulfuric acid catalyst (<xref ref-type="bibr" rid="B193">Marinkovic and Estrine, 2010</xref>). However, these alkylated sugars are not particularly attractive for fermentation applications due to additional upgrading steps to utilize them. These sugars are more attractive as precursors for production of cosmetics, detergents, emulsifiers, and nonionic surfactants (<xref ref-type="bibr" rid="B193">Marinkovic and Estrine, 2010</xref>; <xref ref-type="bibr" rid="B305">Villandier and Corma, 2010</xref>).</p>
</sec>
<sec id="s9-2-4">
<title>9.2.4 Polar aprotic solvents</title>
<p>Polar aprotic solvents do not directly participate in biomass conversion reactions but influence the energetics and thermodynamics of reaction equilibria. These solvents have unique properties that make them attractive alternatives to pure water for hydrolysis and depolymerization of polysaccharides and are therefore receiving increased attention.</p>
<p>Compared to water, several polar aprotic solvents, such as GVL, 1,4-dioxane, and THF, reduce the apparent activation energy of acid-catalyzed hydrolysis of cellobiose, the structural unit of cellulose. At the same time, they increase activation energies for secondary reactions of the monosaccharides (<xref ref-type="bibr" rid="B200">Mellmer et al., 2014</xref>). In fact, increasing the ratio of GVL to water for cellobiose acid hydrolysis facilitates higher reaction rates, with a particularly sharp increase above 80&#xa0;wt% GVL in the solvent mixture.</p>
<p>The favorable reaction energetics in polar aprotic solvents makes them highly selective for the production of sugars from cellulosic biomass. In the absence of water, polar aprotic solvents such as 1,4-dioxane, sulfolane, and acetone readily deconstruct cellulose, yielding levoglucosan as the major carbohydrate product (<xref ref-type="bibr" rid="B160">Koll et al., 1991</xref>; <xref ref-type="bibr" rid="B145">Kawamoto et al., 2003</xref>; <xref ref-type="bibr" rid="B108">GuiRong et al., 2008</xref>). Furthermore, the type of polar aprotic solvent also governs the yield and distribution of solubilized carbohydrates from cellulose with and without catalysts (<xref ref-type="bibr" rid="B98">Ghosh et al., 2018</xref>; <xref ref-type="bibr" rid="B101">2016</xref>). <xref ref-type="bibr" rid="B101">Ghosh et al. (2016)</xref> showed that the yield of levoglucosan correlates linearly with the Hansen polar solubility parameter of the solvent, indicating a higher degree of polar interaction between the solvent and cellulose polymer. This effect reduces the activation energy of cellulose depolymerization in solvents of higher polarity (<xref ref-type="bibr" rid="B101">Ghosh et al., 2016</xref>).</p>
<p>
<xref ref-type="bibr" rid="B185">Luterbacher et al. (2014)</xref> obtained 69%&#x2013;73% yield of C5 and C6 sugars in a semi-continuous reactor system using corn stover and maple wood in a solution of GVL, water, and dilute sulfuric acid at approximately 157&#xb0;C&#x2013;217&#xb0;C. In this work, the solvent flowed through a fixed bed reactor pre-loaded with biomass as shown in <xref ref-type="fig" rid="F12">Figure 12</xref>. The sugar was subsequently separated from the solvent mixture using liquid carbon dioxide (CO<sub>2</sub>) or sodium chloride (NaCl) solution. The system operated at relatively modest pressures compared to hydrothermal liquefaction due to the relatively low vapor pressure of GVL.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Non-enzymatic sugar production from lignocellulosic biomass using a semi-continuous reactor system of GVL/water/acid and liquid CO<sub>2</sub>/NaCl extraction for GVL recovery. Figure based on <xref ref-type="bibr" rid="B185">Luterbacher et al. (2014)</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g012.tif"/>
</fig>
<p>Similarly, <xref ref-type="bibr" rid="B10">Bai et al. (2014)</xref> have produced a mixture of glucose, levoglucosan, and xylose at a total yield of 19.8&#xa0;wt% (on a biomass, not sugar, basis) by liquefaction of acid-infused switchgrass in 1,4-dioxane and water at 300&#xb0;C. Taking this process further, <xref ref-type="bibr" rid="B237">Questell-Santiago et al. (2018)</xref> added formaldehyde to the system to react with C<sub>5</sub> and C<sub>6</sub> monosaccharide products, protecting them from decomposing into furanic compounds. This stabilization strategy overturns the typical kinetic limits of polysaccharide depolymerization and produces high yields of C<sub>6</sub> (over 70%) and C<sub>5</sub> (over 90%) sugars at approximately 5&#xa0;wt% concentrations.</p>
</sec>
<sec id="s9-2-5">
<title>9.2.5 Ionic liquids</title>
<p>Ionic liquids have been explored widely for converting cellulose and whole biomass at low temperatures to fermentable sugars. Chlorine- and acetate-based imidazolium ILs are known to be highly effective in decrystallizing and dissolving cellulose (<xref ref-type="bibr" rid="B310">Wasserscheid and Keim, 2000</xref>; <xref ref-type="bibr" rid="B282">Swatloski et al., 2002</xref>; <xref ref-type="bibr" rid="B230">Pinkert et al., 2009</xref>). These basic anions can easily disrupt the extensive network of hydrogen bonding in cellulose and thus require only a small amount of thermal energy to break down the crystalline matrix. Moreover, ILs such as 1-ethyl-3-methylimidazolium, promote cellulose hydrolysis to glucose (<xref ref-type="bibr" rid="B172">Li and Zhao, 2007</xref>). <xref ref-type="bibr" rid="B247">Rinaldi et al. (2008)</xref> reported that ILs are also capable of effectively depolymerizing cellulose in the presence of solid catalyst.</p>
<p>
<xref ref-type="bibr" rid="B22">Binder and Raines (2010)</xref> demonstrated high yields of glucose from corn stover using a chloride-based IL with gradual introduction of water into the system during hydrolysis. More recently, the Joint BioEnergy Institute (JBEI) group at Sandia National Laboratories has developed a lysinate based on biocompatible ionic liquid or &#x201c;bionic liquids&#x201d; for saccharification of whole biomass (<xref ref-type="bibr" rid="B181">Liszka et al., 2016</xref>; <xref ref-type="bibr" rid="B324">Xu, F. et al., 2016</xref>). Among the bionic liquids, cholinium lysinate ([Ch][Lys]) has the potential for one-pot conversion of biomass.</p>
</sec>
</sec>
<sec id="s9-3">
<title>9.3 Process flow</title>
<p>The Sankey diagram in <xref ref-type="fig" rid="F13">Figure 13</xref> illustrates a typical mass flow in a two-stage solvent liquefaction process for lignocellulosic sugar production. The biomass is subjected to pretreatment to separate lignin from cellulose and hemicellulose using a GVL&#x2013;water&#x2013;acid catalyst mixture at moderate temperatures. Subsequently, the pretreated biomass, mostly containing cellulose and some hemicellulose, is further deconstructed to soluble carbohydrates and their degradation products. The liquor at the end of two-stage liquefaction contains primarily C<sub>5</sub> and C<sub>6</sub> sugars, carboxylic acids, and furanics, while the solids are mostly insoluble lignin and some humins derived from polymerization of sugar and furanic products. These solids can be combusted for process heat and stationary power. After GVL separation, the sugars are further separated for fermentation in the aqueous phase while the furanic compounds and GVL stream can also undergo processing.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Sankey diagram prepared for the two-stage liquefaction process using GVL/water and sulfuric acid catalyst for corn stover using mass flow data from <xref ref-type="bibr" rid="B185">Luterbacher et al. (2014)</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g013.tif"/>
</fig>
</sec>
<sec id="s9-4">
<title>9.4 Current challenges of solvent liquefaction</title>
<sec id="s9-4-1">
<title>9.4.1 High-pressure feed system</title>
<p>Feeding solid biomass into high-pressure reactors is a significant challenge for scaling up of solvent liquefaction technologies, especially at high mass loadings. Higher feedstock-to-solvent ratios allow for a smaller reactor with the same throughput, reduced solvent use, and higher product concentrations. These effects in turn can lower capital and operating costs. Loading of wood chips in solvents greater than 10&#x2013;12&#xa0;wt% can clog pumping systems (<xref ref-type="bibr" rid="B288">Thigpen and Berry, 1982</xref>). This can be partially mitigated by wet milling and other pretreatments to reduce biomass particle size, thus increasing bulk density of the feedstock, but can be expensive (<xref ref-type="bibr" rid="B86">Elliott et al., 1989</xref>; <xref ref-type="bibr" rid="B102">Ghosh and Haverly, 2019</xref>).</p>
<p>Extruder systems have been explored for high-pressure biomass feeding at pilot scale reactors (<xref ref-type="bibr" rid="B315">White et al., 1987</xref>; <xref ref-type="bibr" rid="B116">Haverly et al., 2018</xref>). Despite stable performance at high pressures and temperatures, successful operation requires uniform feedstock size and careful attention to the feedstock-to-solvent ratio. Progressive cavity, piston, and plunger pumps have also been employed to feed biomass slurries into high pressure reactors (<xref ref-type="bibr" rid="B87">Elliott et al., 2015</xref>; <xref ref-type="bibr" rid="B86">1989</xref>; <xref ref-type="bibr" rid="B344">Z&#xf6;hrer et al., 2014</xref>; <xref ref-type="bibr" rid="B206">M&#xf8;rup et al., 2015</xref>; <xref ref-type="bibr" rid="B332">Zhang et al., 2015</xref>). Generally, these pumps have limited scalability and can be very expensive. Furthermore, both piston and plunger pumps deliver pulsed or discontinuous flow, and pulseless flow requires operating at least two pumps in tandem, which further increases the capital cost.</p>
</sec>
<sec id="s9-4-2">
<title>9.4.2 Solvent recovery and recycle</title>
<p>The high cost of solvent is one of the greatest challenges to the commercialization of solvent liquefaction biorefineries. A 1,000-ton-per-day hydrothermal liquefaction plant operating at 75% solvent (water) recovery and recycle would require approximately $3.9&#xa0;M in make-up solvent annually (<xref ref-type="bibr" rid="B102">Ghosh and Haverly, 2019</xref>). Wastewater treatment adds $19.8&#xa0;M to the annual operating costs. Of course, solvent recovery costs are even higher for more costlier organic solvents.</p>
<p>Despite the significant economic challenges, solvent recovery and recycle studies are scarce. Separation of polar solvents, such as GVL, could be complicated and expensive due to the high miscibility of the solvent with the aqueous phase where sugars are recovered. For example, a separation subsystem of compressed liquid CO<sub>2</sub> extraction units for recovering and recycling GVL is necessary for economic feasibility of cellulosic ethanol production (<xref ref-type="bibr" rid="B111">Han et al., 2015</xref>). Unremoved products in a recycled solvent stream or other impurities may adversely impact the reaction chemistry. Furthermore, purification of recycle streams by distillation or flash separation may reduce sugar quality due to degradation during rapid heating. In some cases, it may be environmentally or economically attractive to employ a product of the liquefaction process, a goal of some of the earliest work in biomass liquefaction (<xref ref-type="bibr" rid="B288">Thigpen and Berry, 1982</xref>) and more recently a process explored by Chevron (<xref ref-type="bibr" rid="B116">Haverly et al., 2018</xref>).</p>
</sec>
<sec id="s9-4-3">
<title>9.4.3 Pretreatment and liquefaction cost</title>
<p>When employed, pretreatment and solvent liquefaction can be the largest components of the total cost for solvent liquefaction. Techno-economic analysis of GVL- and THF-based cellulosic ethanol production shows that biomass pretreatment and liquefaction could be 37.9% of the total capital cost and 31.7% of the total installed equipment cost, respectively (<xref ref-type="bibr" rid="B111">Han et al., 2015</xref>; <xref ref-type="bibr" rid="B174">Li et al., 2018</xref>). The liquefaction cost contribution is mainly due to the use of high solvent-to-biomass ratios and suboptimal solvent liquefaction performance, whereas pretreatment cost drivers are the large amounts of solvent required and long reaction times. Pretreatment and liquefaction processes deserve further development to understand how they can contribute to reducing the cost of sugars from solvent liquefaction.</p>
</sec>
<sec id="s9-4-4">
<title>9.4.4 Solvent-to-biomass-slurry ratio</title>
<p>Organic solvents contribute to process economics either from the costs of recovering or replacing them. The effect of the biomass-to-solvent ratio on economic feasibility of biomass conversion for sugar production is shown in <xref ref-type="fig" rid="F14">Figure 14</xref> for GVL-based solvent liquefaction (<xref ref-type="bibr" rid="B111">Han et al., 2015</xref>). By increasing biomass feeding capacity per unit volume of solvent used, the capital and operating costs can be lowered significantly and the heating requirements for large volumes of solvent, solvent replacement, and recycling costs can also be reduced. Additionally, the sugar produced per unit volume of solvent processed increases, thereby improving the economics of solvent liquefaction.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Solvent-to-biomass ratio significantly influences minimum fuel selling price of bioethanol in US dollars per gallon of gasoline equivalent (GGE) and liters of gasoline equivalent (LGE). Figure produced using data from <xref ref-type="bibr" rid="B111">Han et al. (2015)</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g014.tif"/>
</fig>
</sec>
<sec id="s9-4-5">
<title>9.4.5 Lower yields than biochemical processing</title>
<p>Solvent liquefaction has the potential to reach approximately 70% of theoretical sugar yields from biomass polysaccharides (<xref ref-type="bibr" rid="B186">Luterbacher et al., 2014</xref>). This combination of relatively high sugar yields without expensive enzymes and high conversion rates makes solvent liquefaction attractive for biomass processing. Nevertheless, the process is currently not economically competitive with biochemical processing (<xref ref-type="bibr" rid="B111">Han et al., 2015</xref>; <xref ref-type="bibr" rid="B174">Li et al., 2018</xref>), reflecting the fact that these systems require corrosion-resistant materials of construction, pressure vessels and piping, heat transfer equipment for thermal management, and solvent recovery or replacement. Accurate yields of bio-oil from solvent liquefaction should be generated using laboratory-scale systems that mimic the high heat transfer rates of continuous systems (<xref ref-type="bibr" rid="B177">Lindstrom et al., 2020</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s10">
<title>10 Comparative process economics of cellulosic sugar production</title>
<p>Process economics are of paramount importance for producing fuels and chemicals. Unfortunately for this discussion, the economics are highly speculative. Only enzymatic hydrolysis has been commercialized, and all data associated with these projects are highly guarded. Despite these caveats, the potential economics and technical feasibility of each process are considered through techno-economic analyses (TEA). Techno-economic analyses consider the design, operation, and processes of a technology and systematically assesses the economic performance. The typical TEA follow the general methodology of process designing, process modeling, equipment sizing, capital cost and operating cost estimation, and cash flow analysis. Many TEA employ sensitivity analyses to determine the effect of the most significant parameters on economic viability. Assumptions such as plant life, working capital, and internal rate of return can vary between studies but are typically based on published studies or heuristics. TEA are useful tools for evaluating technology on a specific case basis and for determining where potential improvements can be implemented to mitigate risk and reduce cost.</p>
<sec id="s10-1">
<title>10.1 Enzymatic hydrolysis</title>
<p>The economics of enzymatic hydrolysis is driven primarily by the cost of pretreatment and enzymes. These costs are intertwined as the method of pretreatment greatly affects the enzyme loading required for conversion of cellulose to glucose.</p>
<p>The National Renewable Energy Laboratory (NREL) modeled the likely economics of a dilute acid enzymatic hydrolysis plant processing 2,000 metric tons per day of biomass (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>). The plant design was not built to produce sugars but rather ferment the sugars to ethanol using SSF. Since the added cost of fermentation is minimal compared to the costs of producing the sugars, economics can still be derived from their analyses. They found that the second largest expense after feedstock costs was enzymes, even when manufactured on-site. Due to the dilute nature of enzymatic hydrolysis and the lack of lignin utilization beyond boiler fuel, the two largest equipment costs are the boiler with generator and wastewater treatment at $66 million and $49 million, respectively. The economics of enzymatic hydrolysis has been sufficiently promising in the last decade to encourage the construction of commercial plants. Unfortunately, the recent fate of these plants&#x2014;either closure or operation substantially below design capacity&#x2014;suggests biochemical deconstruction is not economically viable in the current era of low petroleum prices (<xref ref-type="bibr" rid="B167">Lane, 2017</xref>; <xref ref-type="bibr" rid="B85">Eller, 2019</xref>; <xref ref-type="bibr" rid="B84">2018</xref>).</p>
</sec>
<sec id="s10-2">
<title>10.2 Fast pyrolysis</title>
<p>Pyrolysis is attractive to be deployed at distributed scales to mirror the distributed nature of biomass. The economics of producing sugars via fast pyrolysis is poorly understood compared to enzymatic hydrolysis and solvent liquefaction. Most research into fast pyrolysis have focused on production of drop-in hydrocarbon fuels rather than the oxygenated fuels typically produced from sugars. Few techno-economic studies have investigated fast pyrolysis sugar production.</p>
<p>The <xref ref-type="bibr" rid="B335">Zhang et al. (2013)</xref> model of a 2,000-metric-ton-per-day fast pyrolysis facility explores the economics of fuels from pyrolytic sugars. Unlike the theoretical NREL enzymatic hydrolysis plant often used as a base case (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>), this facility uses red oak as a feedstock and produce cellulosic ethanol as well as gasoline and diesel from the phenolic component of bio-oil. These added processing steps bring the total cost of the project to $326 million. They found that the facility had a positive internal rate of return for sugar prices between $0.40 and 0.87 per kilogram when compared to NREL sugar price of $0.315 per kilogram (<xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>). With an annual operating cost of $111 million, the two largest costs were feedstock and depreciation at $54 million and $16 million, respectively. Recent developments enhancing volumetric sugar productivity via fast pyrolysis would undoubtedly reduce the sugar costs estimated in this analysis.</p>
<p>
<xref ref-type="bibr" rid="B95">Ganguly et al. (2022)</xref> modeled both fast pyrolysis and autothermal pyrolysis at a scale of 250 metric tons per day. The pyrolysis reaction section of the plant represents 25% of the equipment costs for the pyrolysis plant, but only 10% of the equipment costs for the autothermal pyrolysis plant. This is due to the ability of a smaller autothermal reactor achieving the same throughput as a larger pyrolyzer. Additionally, equipment such as heat exchangers and other ancillary equipment are not required to operate an autothermal pyrolyzer. Fixing the internal rate of return (IRR) at 10% and solving for minimum sugar selling prices (MSSPs) showed profitable pyrolysis and autothermal pyrolysis plants for lignin-rich feedstocks. Phenolic oil sold as bio-asphalt and biochar as soil amendment led to positive net present values (NPVs) for these plants. Only autothermal pyrolysis of corn stover without pretreatment showed profitability, as large amounts of pretreatment to passivate the AAEM drove up the MSSP to positive values.</p>
</sec>
<sec id="s10-3">
<title>10.3 Solvent liquefaction</title>
<p>The economics of solvent liquefaction can vary greatly based on solvent choice, solvent recycling, and solvent-to-biomass ratio, in addition to feedstock costs. The loss of solvent and the cost of recycling solvents contribute significantly to the economics of solvent liquefaction. For example, <xref ref-type="bibr" rid="B156">Klein-Marcuschamer et al. (2013)</xref> showed that if the IL price was considered $50&#xa0;kg<sup>&#x2212;1</sup>, the cost of the raw material contributed up to 73% of the ethanol price as opposed to 52% in case of the IL price being $2.5&#xa0;kg<sup>&#x2212;1</sup>. Thus, most raw material costs were associated with purchasing fresh IL to supplement for the loss of IL solvent. A highly quantitative recovery of the solvent (nearly 100%) or inexpensive solvent (for solvent replacement) is necessary when the solvent cost is often similar to or higher than the renewable chemical being produced. In this context, lower boiling point solvents, such as methanol, ethanol, THF, and acetone, may be the better option for lignocellulosic sugar production due to their high recovery and recyclability potentials, as well as significant lower costs. However, these solvents generally incur increased reactor costs due to higher pressures required to prevent the solvents from boiling. It is worth noting that solvent liquefaction economics for cellulosic ethanol production can be improved further by considering biomass-derived solvents such as GVL and biocompatible ILs such as cholinium lysinate if the cost of solvent recovery is low. Biocompatible ILs can prevent cost-intensive pretreatment by omitting IL separation post-pretreatment and lower the amount of water required to regenerate pretreated biomass prior to the enzymatic hydrolysis (<xref ref-type="bibr" rid="B324">Xu, F. et al., 2016</xref>). Solvents are also desired to have high thermochemical stability during and after multiple processing cycles to reflect in a lower minimum ethanol selling price (MESP).</p>
<p>Systems with solvent-to-biomass ratios of 10:1 and solvent recycle rates of 99.6% are expected to have MESP ranging from $3 to $5 gallon<sup>&#x2212;1</sup> ($0.79&#x2013;$1.30 L<sup>&#x2212;1</sup>) (<xref ref-type="bibr" rid="B269">Shuai and Luterbacher, 2016</xref>). GVL- and THF-based non-enzymatic saccharification processes can result in significantly lower MESPs, which are comparable to the common base case scenario of cellulosic ethanol from dilute acid pretreatment in combination with enzymatic hydrolysis (<xref ref-type="fig" rid="F15">Figure 15</xref>) (<xref ref-type="bibr" rid="B174">Li et al., 2018</xref>).</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>MESP scenarios for cellulosic ethanol produced via solvent liquefaction for three different solvents (THF, acetone, and 1,4-dioxane) (<xref ref-type="bibr" rid="B174">Li et al., 2018</xref>) are cost-competitive with enzymatic cellulosic ethanol production processes (<xref ref-type="bibr" rid="B146">Kazi et al., 2010</xref>; <xref ref-type="bibr" rid="B128">Humbird et al., 2011</xref>; <xref ref-type="bibr" rid="B111">Han et al., 2015</xref>). Low S/B signifies the lower solvent-to-biomass ratio. Figure produced from data compiled in <xref ref-type="bibr" rid="B174">Li et al. (2018)</xref>.</p>
</caption>
<graphic xlink:href="fenrg-12-1347373-g015.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s11">
<title>11 Conclusion</title>
<p>The choice of conversion technology for the production of biofuel precursor sugars is highly dependent on feedstock type, energy policy, yields, and process economics. Biochemical deconstruction has several advantages. Chief among these is the ability to achieve very high yields of sugars from lignocellulosic biomass. The mild operating conditions and high selectivity of enzymes allow near-quantitative sugar recovery from saccharification (<xref ref-type="bibr" rid="B184">Loow et al., 2016</xref>). Production of cellulosic sugars via biochemical deconstruction is closer to commercialization than thermochemical processing (<xref ref-type="bibr" rid="B298">Valdivia et al., 2016</xref>). This advantage arises from commonalities with well-developed 1G fermentation technology (<xref ref-type="bibr" rid="B149">Kelsall et al., 2003</xref>) and significant private and public investment in 2G fermentation technologies over the last several decades.</p>
<p>Thermochemical processes operate at higher temperatures than biochemical processes giving them the advantage of higher reaction rates even if operated without catalysts. As a result, thermochemical processes can achieve remarkably high volumetric sugar productivity compared to biochemical processing, even considering the lower selectivity of thermochemical processing. Continuously operated fast pyrolysis only requires seconds to produce up to 60&#xa0;wt% sugar on a polysaccharide basis (although to date continuous processes have only achieved approximately half this sugar yield). In minutes to hours, solvent liquefaction at the laboratory scale has similarly achieved sugar yields reaching 60&#xa0;wt%. On the other hand, enzymatic hydrolysis can release over 90% of available sugar, provided the reaction is allowed to proceed over many hours.</p>
<p>Ultimately, the economic prospects of cellulosic sugar, whether through biochemical or thermochemical means, will be determined by the price of petroleum and other fossil fuels. Currently, fossil fuels in the market are plentiful and inexpensive, suggesting there is still opportunity to improve cellulosic sugar technologies for the day that consumer demand and public policy favor their commercial deployment.</p>
</sec>
</body>
<back>
<sec id="s12">
<title>Author contributions</title>
<p>JB: Formal Analysis, Investigation, Visualization, Writing&#x2013;original draft. JL: Formal Analysis, Investigation, Visualization, Writing&#x2013;original draft. AG: Formal Analysis, Investigation, Visualization, Writing&#x2013;original draft. SR: Formal Analysis, Investigation, Visualization, Writing&#x2013;original draft. RB: Conceptualization, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s13">
<title>Funding</title>
<p>The authors declare that financial support was received for the research, authorship, and/or publication of this article. The authors appreciate the support of the Gary and Donna Hoover Endowment at Iowa State University. Additional support came from the Department of Energy under Award Number DE-EE0007888-7-4. It was prepared as an account of work sponsored by an agency of the United States Government. Neither the United States Government nor any agency thereof, nor any of their employees, make any warranty, express or implied, or assume any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represent that the use of these would not infringe privately owned rights. Any reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof.</p>
</sec>
<ack>
<p>Chad A. Peterson and Robert Mills assisted in the conception and preparation of original graphics in this paper.</p>
</ack>
<sec sec-type="COI-statement" id="s14">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s15">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="disclaimer" id="s16">
<title>Author disclaimer</title>
<p>The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof.</p>
</sec>
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