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<front>
<journal-meta>
<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>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fenrg.2017.00021</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Catalytic Oxidation and Depolymerization of Lignin in Aqueous Ionic Liquid</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Das</surname> <given-names>Lalitendu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://frontiersin.org/people/u/453576"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Siquan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Shi</surname> <given-names>Jian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x0002A;</xref>
<uri xlink:href="http://frontiersin.org/people/u/438870"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Biosystems and Agricultural Engineering, University of Kentucky</institution>, <addr-line>Lexington, KY</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>College of Chemical Engineering, Nanjing Forestry University</institution>, <addr-line>Nanjing</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Chang Geun Yoo, Oak Ridge National Laboratory (DOE), United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xianzhi Meng, University of Tennessee, Knoxville, United States; Marcus Foston, Washington University in St. Louis, United States</p></fn>
<corresp content-type="corresp" id="cor1">&#x0002A;Correspondence: Jian Shi, <email>j.shi&#x00040;uky.edu</email></corresp>
<fn fn-type="other" id="fn001"><p>Specialty section: This article was submitted to Bioenergy and Biofuels, a section of the journal Frontiers in Energy Research</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>08</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>5</volume>
<elocation-id>21</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>07</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Das, Xu and Shi.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Das, Xu and Shi</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) or licensor 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>Lignin is an integral part of the plant cell wall, which provides rigidity to plants, also contributes to the recalcitrance of the lignocellulosic biomass to biochemical and biological deconstruction. Lignin is a promising renewable feedstock for aromatic chemicals; however, an efficient and economic lignin depolymerization method needs to be developed to enable the conversion. In this study, we investigated the depolymerization of alkaline lignin in aqueous 1-ethyl-3-methylimidazolium acetate [C<sub>2</sub>C<sub>1</sub>Im][OAc] under oxidizing conditions. Seven different transition metal catalysts were screened in presence of H<sub>2</sub>O<sub>2</sub> as oxidizing agent in a batch reactor. CoCl<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub> proved to be the most effective catalysts in degrading lignin to aromatic compounds. A central composite design was used to optimize the catalyst loading, H<sub>2</sub>O<sub>2</sub> concentration, and temperature for product formation. Results show that lignin was depolymerized, and the major degradation products found in the extracted oil were guaiacol, syringol, vanillin, acetovanillone, and homovanillic acid. Lignin streams were characterized by Fourier transform infrared spectroscopy and gel permeation chromatography to determine effects of the experimental parameters on lignin depolymerization. The weight-average molecular weight (<italic>M</italic><sub>w</sub>) of liquid stream lignin after oxidation, for CoCl<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub> catalysts were 1,202 and 1,520&#x02009;g mol<sup>&#x02212;1</sup>, respectively, lower than that of Kraft lignin. Polydispersity index of the liquid stream lignin increased as compared with Kraft lignin, indicating wide span of the molecular weight distribution as a result of lignin depolymerization. Results from this study provide insights into the role of oxidant and transition metal catalysts and the oxidative degradation reaction sequence of lignin toward product formation in presence of aqueous ionic liquid.</p>
</abstract>
<kwd-group>
<kwd>catalyst</kwd>
<kwd>depolymerization</kwd>
<kwd>ionic liquids</kwd>
<kwd>lignin</kwd>
<kwd>oxidation</kwd>
</kwd-group>
<contract-num rid="cn01">1632854</contract-num>
<contract-num rid="cn02">1003563</contract-num>
<contract-sponsor id="cn01">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content></contract-sponsor>
<contract-sponsor id="cn02">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="3"/>
<equation-count count="4"/>
<ref-count count="51"/>
<page-count count="12"/>
<word-count count="7702"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="introduction">
<title>Introduction</title>
<p>Lignin is the second most abundant terrestrial biopolymer on earth and is one of the three main building blocks of lignocellulosic biomass (Das et al., <xref ref-type="bibr" rid="B9">2012</xref>). Depending on the biomass source, lignin accounts for approximately 10&#x02013;30% of the biomass together with cellulose, hemicellulose, and other minor components (Chatel and Rogers, <xref ref-type="bibr" rid="B7">2013</xref>). Lignin is a three dimensional polyphenolic biopolymer synthesized in plants mainly from coniferyl, sinapyl, and <italic>p</italic>-coumaryl alcohol (Brandt et al., <xref ref-type="bibr" rid="B3">2015</xref>). These monomers give rise to guaiacyl (G), syringyl (S), and <italic>p</italic>-hydroxyphenyl (H) subunits <italic>via</italic> free radical polymerization (Brandt et al., <xref ref-type="bibr" rid="B3">2015</xref>). As projected by the 2009 Renewable Fuel Standard (RFS2) on basis of the 2007 Energy Independence and Security Act, the US alone will generate approximately 60 million dry tons of lignin annually from the capacity of cellulosic biorefineries by year 2022 (Tilman et al., <xref ref-type="bibr" rid="B40">2009</xref>; Somerville et al., <xref ref-type="bibr" rid="B36">2010</xref>; Brown and Brown, <xref ref-type="bibr" rid="B4">2013</xref>). This quantity will add on top of the existing &#x0007E;100 million dry tons of lignin from paper and pulping industry (Chakar and Ragauskas, <xref ref-type="bibr" rid="B6">2004</xref>; Ragauskas et al., <xref ref-type="bibr" rid="B30">2014</xref>). Despite its great potential to a wide range of chemicals, lignin is yet an underutilized substrate, and under the current biorefinery concept, lignin is commonly burned to generate steam and electricity. It is critical to convert lignin waste streams to high value-added chemicals to enable cost-competitive biofuels and chemicals production in a biorefinery (Ragauskas et al., <xref ref-type="bibr" rid="B30">2014</xref>; Beckham et al., <xref ref-type="bibr" rid="B1">2016</xref>; Mottiar et al., <xref ref-type="bibr" rid="B22">2016</xref>).</p>
<p>Lignin&#x02019;s full potential as a renewable source for aromatic compounds can be, in part, unlocked only if an efficient and economic method for lignin depolymerization and valorization is developed (Prado et al., <xref ref-type="bibr" rid="B27">2016a</xref>). The heterogeneity of lignin (both in its varied bond chemistry and its variability between plants), however, is the major hurdle to its targeted upgrading and reuse as a feedstock for chemicals and advanced materials (Das et al., <xref ref-type="bibr" rid="B9">2012</xref>). The type and abundance of the inter-unit linkages (&#x003B2;-O-4, &#x003B2;-&#x003B2;, &#x003B2;-5, 5-5, and 5-O-4), as combinations of carbon&#x02013;oxygen and carbon&#x02013;carbon bonds, vary largely based on the plant type (Zakzeski et al., <xref ref-type="bibr" rid="B47">2010a</xref>). Several lignin conversion methods are currently under investigation, inlcuding hydrolysis, hydrogenolysis, pyrolysis, catalytic oxidation, and biological depolymerization (St&#x000E4;rk et al., <xref ref-type="bibr" rid="B37">2010</xref>). Among those, catalytic oxidation is one of the suitable routes as the side-chain aliphatic OH, the terminal phenolic OH groups, and the reactive benzylic positions in lignin can be selectively modified <italic>via</italic> oxidation. Lignin oxidation produces a suite of platform compounds with added functionalities, which can be subsequently separated through filtration or extraction (Crestini et al., <xref ref-type="bibr" rid="B8">2010</xref>; Pandey and Kim, <xref ref-type="bibr" rid="B24">2011</xref>).</p>
<p>Ionic liquids (ILs) have received increasing interest because of their high efficacy in fractionating and pretreating lignocellulosic biomass. ILs are defined as salts consisting of cations and anions, which typically melt at or below 100&#x000B0;C. ILs have wide range of applications due to their unique properties including negligible vapor pressure, thermal, electrochemical, and chemical stability, and versatile solvent power (Marsza&#x00142;&#x00142; and Kaliszan, <xref ref-type="bibr" rid="B21">2007</xref>). Several ILs, such as 1-ethyl-3-methylimidazolium acetate [C<sub>2</sub>C<sub>1</sub>Im][OAc], 1-butyl-3-methylimidazolium chloride [C<sub>4</sub>C<sub>1</sub>Im][Cl] (Kilpel&#x000E4;inen et al., <xref ref-type="bibr" rid="B17">2007</xref>), 1,3-dimethylimidazolium methylsulfate [C<sub>2</sub>C<sub>1</sub>Im][MeSO<sub>4</sub>] (Tan et al., <xref ref-type="bibr" rid="B38">2009</xref>), and 1-butyl-3-methylimidazolium methylsulfate [C<sub>4</sub>C<sub>1</sub>Im][MeSO<sub>4</sub>] (Pu et al., <xref ref-type="bibr" rid="B29">2007</xref>) have proven their efficacy toward delignification of plant biomass and lignin depolymerization. The solvent property of an IL is the key for lignin solvation. It was suggested that the anion of IL is the dominating factor influencing lignin dissolution as compared with cation. The affinity in which anions intereacting with lignin is in the order of sulfate&#x02009;&#x0003E;&#x02009;lactate&#x02009;&#x0003E;&#x02009;acetate&#x02009;&#x0003E;&#x02009;chloride&#x02009;&#x0003E;&#x02009;phosphate (Prado et al., <xref ref-type="bibr" rid="B27">2016a</xref>).</p>
<p>Despite the effectiveness of [C<sub>2</sub>C<sub>1</sub>Im][OAc] and similar ILs at reducing the recalcitrance of lignocellulosic biomass and solubilizing lignin, the challenges associated with product recovery and IL recycling hinder the commercial scale-up of an IL-based technology (Datta et al., <xref ref-type="bibr" rid="B10">2010</xref>; Klein-Marcuschamer et al., <xref ref-type="bibr" rid="B18">2011</xref>; Gladden et al., <xref ref-type="bibr" rid="B15">2014</xref>). In an aqueous IL pretreatment system, the majority of the lignin is extracted to the liquid phase (black liquor) and separation of lignin form this liquid system is however challenging. Hence, direct lignin valorization in aqueous (liquor) IL could offer a new strategy for selective lignin depolymerization meanwhile help to tackle the challenges associated with IL recycle and product recovery, thus improving the economics of an IL-based biorefining process.</p>
<p>Catalytic oxidation of lignin and lignin model compounds into aromatic chemicals in various solvent systems has been explored (Behling et al., <xref ref-type="bibr" rid="B2">2016</xref>). Oxidative catalysts including inorganic metal-based catalysts, organocatalysts, and metallo-based complexes have been investigated for lignin oxidation to produce high value chemicals (Crestini et al., <xref ref-type="bibr" rid="B8">2010</xref>). Transitional metals are known catalysts for oxidation reaction with several transition metals such as Cu<sup>II</sup>, Fe<sup>III</sup>, Mn<sup>II,III</sup>, Co<sup>II</sup>, and Zr<sup>IV</sup> identified in enhancing product yields of lignin oxidation (Zakzeski et al., <xref ref-type="bibr" rid="B47">2010a</xref>). Side-chain cleavage and ether bond hydrolysis are the predominant reactions during the oxidation of lignin model compounds (Zhang et al., <xref ref-type="bibr" rid="B50">2016</xref>).</p>
<p>A few oxidizing agents such as H<sub>2</sub>O<sub>2</sub> and oxygen have been demonstrated effective in lignin depolymerization when combined with metal oxide-based catalysts; however, most of the studies were carried out in organic solvents or water under basic/acidic conditions (Zakzeski et al., <xref ref-type="bibr" rid="B48">2010b</xref>; Behling et al., <xref ref-type="bibr" rid="B2">2016</xref>). Several studies have explored catalysis of lignin model compounds and technical lignin in 100% IL medium (Zakzeski et al., <xref ref-type="bibr" rid="B48">2010b</xref>; Chatel and Rogers, <xref ref-type="bibr" rid="B7">2013</xref>; Xu et al., <xref ref-type="bibr" rid="B46">2014</xref>). Delignification of miscanthus and willow in [HC<sub>4</sub>Im][HSO<sub>4</sub>] and [Et<sub>3</sub>NH][HSO<sub>4</sub>] and subsequent lignin depolymerization in the black liquor using H<sub>2</sub>O<sub>2</sub> in presence of TiO<sub>2</sub> catalyst were reported recently (Prado et al., <xref ref-type="bibr" rid="B27">2016a</xref>,<xref ref-type="bibr" rid="B28">b</xref>). Despite many reports of using [C<sub>2</sub>C<sub>1</sub>Im][OAc] for biomass delignification, catalytic lignin depolymerization in aqueous [C<sub>2</sub>C<sub>1</sub>Im][OAc] has not been explored. There is a gap in our understanding of the interplay of catalyst, oxidizing agent, and product formation in an aqueous IL system (Zhang et al., <xref ref-type="bibr" rid="B50">2016</xref>). Hence, the objectives of this study are to: (1) screen transition metal catalysts in aqueous [C<sub>2</sub>C<sub>1</sub>Im][OAc] IL system; (2) investigate the effects of catalyst loading, temperature, and H<sub>2</sub>O<sub>2</sub> concentration on the production of aromatic compounds from alkaline (Kraft) lignin; (3) characterize the lignin before and after oxidation reaction. Results from this study provide insights into the oxidative degradation pathway of lignin in the presence of aqueous IL and the selectivity of catalyst/oxidizing agent toward the formation of desirable products.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2-1">
<title>Materials</title>
<p>Transition metal salts Nb<sub>2</sub>O<sub>5</sub> (99.9%), CoCl<sub>2</sub>&#x022C5;6H<sub>2</sub>O (98%), CuSO<sub>4</sub> (99%), MnN<sub>2</sub>O<sub>6</sub>&#x022C5;4H<sub>2</sub>O (97%), TiO<sub>2</sub> (99.8%), CrKO<sub>8</sub>S<sub>2</sub>&#x022C5;12H<sub>2</sub>O (98%), and NiCl<sub>2</sub>&#x022C5;XH<sub>2</sub>O (99.9%) were obtained from Sigma Aldrich (St. Louis, MO, USA). The IL ([C<sub>2</sub>C<sub>1</sub>Im][OAc]), alkaline (Kraft) lignin, 2-methyltetrahydrofuran (MeTHF, 99%), H<sub>2</sub>O<sub>2</sub> (30%), guaiacol (98%), syringol (98%), vanillin (99%), acetovanillone (98%), and homovanillic acid (98%) were also procured from Sigma Aldrich (St. Louis, MO, USA).</p>
</sec>
<sec id="S2-2">
<title>Lignin Depolymerization, Extraction, and Analytical Method</title>
<p>Lignin oxidation reactions were performed in batch reactors. Prior to the reaction, lignin (10&#x02009;wt%) was treated in [C<sub>2</sub>C<sub>1</sub>Im][OAc] for 3&#x02009;h at 140&#x000B0;C by following a typical IL pretreatment condition shown elsewhere (Li et al., <xref ref-type="bibr" rid="B19">2010</xref>); subsequently the IL&#x02013;lignin mixtures were diluted by adding water at a mass ratio of 1:1 to a 2&#x02009;mL total volume. To the above mixture, a predetermined amount of catalyst and H<sub>2</sub>O<sub>2</sub> were added and the reaction was conducted at different temperatures (74&#x02013;126&#x000B0;C) for 3 h with constant mixing by a magnetic stir bar at 200 rpm. The catalyst and hydrogen peroxide (commercially available 30% H<sub>2</sub>O<sub>2</sub> solution) loadings were based on the total weight of IL and lignin. After reaction, residual lignin was precipitated by addition of 2&#x02009;mL of water followed by centrifugation at 4,000&#x02009;rpm for 15&#x02009;min to separate solids from liquid stream. The liquid stream was subjected to a liquid&#x02013;liquid extraction using MeTHF for three times. Finally, the MeTHF was evaporated to leave thick oil in a vacuum oven at 30&#x000B0;C for 24&#x02009;h. The oil was re-dissolved in 750&#x02009;&#x000B5;L of ethyl acetate and analyzed by GC/MS for monomeric compounds.</p>
<p>The solid stream (residual lignin) was washed by 5&#x02009;mL warm water for four times and subsequently oven dried for 24&#x02009;h at 70&#x000B0;C. Lignin conversion was calculated using Eq. <xref ref-type="disp-formula" rid="E1">1</xref>
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mrow><mml:mtext>Conversion&#x02009;(%)</mml:mtext><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mtable><mml:mtr><mml:mtd><mml:mrow><mml:mtext>weight&#x02009;of&#x02009;initial&#x02009;lignin</mml:mtext></mml:mrow></mml:mtd></mml:mtr></mml:mtable><mml:mo>&#x02212;</mml:mo><mml:mtable><mml:mtr><mml:mtd><mml:mrow><mml:mtext>weight&#x02009;of&#x02009;precipitated&#x02009;lignin</mml:mtext></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mrow><mml:mrow><mml:mtext>weight&#x02009;of&#x02009;initial&#x02009;lignin</mml:mtext></mml:mrow></mml:mfrac><mml:mo>&#x000D7;</mml:mo><mml:mn>100</mml:mn></mml:mrow></mml:math></disp-formula></p>
<p>Identification and quantification of the monomeric products from the depolymerization reaction were performed by Agilent 7890B GC coupled 5977B MS with an HP-5ms (60&#x02009;m&#x02009;&#x000D7;&#x02009;0.32&#x02009;mm) capillary column. The temperature program started at 50&#x000B0;C and increased to 120&#x000B0;C at 10&#x000B0;C min<sup>&#x02212;1</sup> with a holding time of 5&#x02009;min; then it was raised to 280&#x000B0;C at 10&#x000B0;C min<sup>&#x02212;1</sup> with a holding time of 8&#x02009;min and to 300&#x000B0;C at 10&#x000B0;C min<sup>&#x02212;1</sup> with holding time of 2&#x02009;min (Prado et al., <xref ref-type="bibr" rid="B27">2016a</xref>). Helium was used as a carrier gas at a flow rate of 1.2&#x02009;mL min<sup>&#x02212;1</sup>. Calibration curves were created using commercially available pure compounds: guaiacol, syringol, vanillin, acetovanillone, and homovanillic acid (Sigma Aldrich, St. Louis, MO, USA).</p>
</sec>
<sec id="S2-3">
<title>Screening of Catalysts</title>
<p>In a series of preliminary screening experiments, various transition metal catalysts including Nb<sub>2</sub>O<sub>5</sub>, CoCl<sub>2</sub>&#x022C5;6H<sub>2</sub>O, CuSO<sub>4</sub>, MnN<sub>2</sub>O<sub>6</sub>&#x022C5;4H<sub>2</sub>O, TiO<sub>2</sub>, CrKO<sub>8</sub>S<sub>2</sub>&#x022C5;12H<sub>2</sub>O, and NiCl<sub>2</sub>&#x022C5;XH<sub>2</sub>O were tested in batch reactors. Catalyst and H<sub>2</sub>O<sub>2</sub> were both loaded at 5&#x02009;wt% loading (IL&#x02009;&#x0002B;&#x02009;lignin); the screening experiments were conducted at 120&#x000B0;C and a reaction time of 3&#x02009;h (Prado et al., <xref ref-type="bibr" rid="B27">2016a</xref>). Identification and determination of product formation and concentration were performed according to the batch experiments mentioned in the Section &#x0201C;<xref ref-type="sec" rid="S2-2">Lignin Depolymerization, Extraction, and Analytical Method</xref>.&#x0201D;</p>
</sec>
<sec id="S2-4">
<title>Experimental Design</title>
<p>An orthogonal central composite design (CCD) (Table <xref ref-type="table" rid="T1">1</xref>) was used to study the effect of H<sub>2</sub>O<sub>2</sub> concentration, catalyst loading, and temperature on product concentration for selected catalysts. Levels for independent variables were selected to be, 1&#x02013;5%, 1&#x02013;5%, and 80&#x02013;120&#x000B0;C for H<sub>2</sub>O<sub>2</sub> concentration, catalyst loading, and temperature, respectively.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Experimental factors and their coded levels of independent variables for central composite design.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Factors</th>
<th valign="top" align="center">Code</th>
<th valign="top" align="center" colspan="5">Coded variable levels</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top"/>
<td align="center" valign="top"/>
<td align="center" valign="top">&#x02212;&#x003B1;</td>
<td align="center" valign="top">&#x02212;1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">&#x0002B;&#x003B1;</td>
</tr>
<tr>
<td align="left" valign="top">H<sub>2</sub>O<sub>2</sub> concentration (%)</td>
<td align="center" valign="top"><italic>X</italic><sub>1</sub></td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">5.57</td>
</tr>
<tr>
<td align="left" valign="top">Catalyst loading (%)</td>
<td align="center" valign="top"><italic>X</italic><sub>2</sub></td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">5.57</td>
</tr>
<tr>
<td align="left" valign="top">Temperature (&#x000B0;C)</td>
<td align="center" valign="top"><italic>X</italic><sub>3</sub></td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">126</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A CCD consists of 2<italic><sup>p</sup></italic> factorial runs with 2<italic>p</italic> axial runs and P<sub>c</sub> center runs. In this study, the independent variables were H<sub>2</sub>O<sub>2</sub> concentration (<italic>X</italic><sub>1</sub>), catalyst loading (<italic>X</italic><sub>2</sub>), and temperature (<italic>X</italic><sub>3</sub>). For each independent variable, a 2<sup>3</sup> full factorial CCD for the three variables consisting of 8 factorial points, 6 axial points, and 3 replicates at the center points were employed, which accounted for a total of 17 experiments.</p>
<p>The center points were used to determine the experimental error and reproducibility of the data. Low and high levels of the independent variable were coded as &#x02212;1 and &#x0002B;1. Axial points were located at (&#x000B1;&#x003B1;, 0, 0), (0, &#x000B1;&#x003B1;, 0), and (0, 0, &#x000B1;&#x003B1;) where &#x003B1; is the distance of the axial point. In this study, &#x003B1; value was fixed at 1.287. The experimental sequence was randomized to minimize the effects of uncontrolled errors. The response variable for this study was product concentration (<italic>Y</italic><sub>1</sub>). Response was used to develop an empirical model corresponding to product concentration using a second-degree polynomial equation as given in Eq. <xref ref-type="disp-formula" rid="E2">2</xref>:
<disp-formula id="E2"><label>(2)</label><mml:math id="M2"><mml:mrow><mml:mover><mml:mi>Y</mml:mi><mml:mo>&#x0005E;</mml:mo></mml:mover><mml:mo>=</mml:mo><mml:msub><mml:mn>&#x003B2;</mml:mn><mml:mn>0</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mstyle displaystyle='true'><mml:munderover><mml:mrow><mml:mo>&#x02211;</mml:mo><mml:mtext>&#x0200A;</mml:mtext></mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:munderover></mml:mstyle><mml:msub><mml:mn>&#x003B2;</mml:mn><mml:mi>i</mml:mi></mml:msub><mml:msub><mml:mi>x</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:mstyle displaystyle='true'><mml:munderover><mml:mo>&#x02211;</mml:mo><mml:mrow><mml:mi>i</mml:mi><mml:mi>i</mml:mi></mml:mrow><mml:mi>n</mml:mi></mml:munderover></mml:mstyle><mml:mtext>&#x0200A;</mml:mtext><mml:msub><mml:mn>&#x003B2;</mml:mn><mml:mrow><mml:mi>i</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:msubsup><mml:mi>x</mml:mi><mml:mi>i</mml:mi><mml:mn>2</mml:mn></mml:msubsup><mml:mo>+</mml:mo><mml:mstyle displaystyle='true'><mml:munderover><mml:mo>&#x02211;</mml:mo><mml:mrow><mml:mi>i</mml:mi><mml:mo>=</mml:mo><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mo>&#x02212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:munderover></mml:mstyle><mml:mstyle displaystyle='true'><mml:munderover><mml:mo>&#x02211;</mml:mo><mml:mrow><mml:mi>j</mml:mi><mml:mo>=</mml:mo><mml:mi>i</mml:mi><mml:mo>+</mml:mo><mml:mn>1</mml:mn></mml:mrow><mml:mi>n</mml:mi></mml:munderover></mml:mstyle><mml:msub><mml:mn>&#x003B2;</mml:mn><mml:mrow><mml:mi>i</mml:mi><mml:mi>j</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>x</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:msub><mml:mi>x</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:math></disp-formula>
where <inline-formula><mml:math id="M3"><mml:mrow><mml:mover><mml:mi>Y</mml:mi><mml:mo>&#x0005E;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> is the response, &#x003B2;<sub>0</sub> is the intercept, &#x003B2;<italic><sub>i</sub></italic> the linear coefficients, &#x003B2;<italic><sub>ii</sub></italic> the quadratic coefficients, &#x003B2;<italic>ij</italic> the interaction coefficients, and <italic>x<sub>i</sub>x<sub>j</sub></italic> are the coded values.</p>
</sec>
<sec id="S2-5">
<title>Lignin Characterization</title>
<sec id="S2-5-1">
<title>Gel Permeation Chromatographic (GPC) Analysis</title>
<p>The weight-average molecular weight (<italic>M</italic><sub>w</sub>) and number-average molecular weight (<italic>M</italic><sub>n</sub>) of the residual lignin were measured by GPC after acetylation (Samuel et al., <xref ref-type="bibr" rid="B32">2014</xref>). An Ultimate 3000 HPLC system (Dionex Corporation, Sunnyvale, CA, USA) equipped with an ultra violet (UV) detector was used. Separation was accomplished with a Mixed-D PLgel column (5&#x02009;&#x000B5;m particle size, 300&#x02009;mm&#x02009;&#x000D7;&#x02009;7.5&#x02009;mm i.d., linear molecular weight range of 200&#x02013;400,000&#x02009;&#x000B5;m, Polymer Laboratories, Amherst, MA, USA) at 80&#x000B0;C using a mobile phase of THF at a flow rate of 0.5&#x02009;mL min<sup>&#x02212;1</sup>. Elution profile of materials eluting from the column was monitored by UV absorbance at 280&#x02009;nm and calibrated using a polystyrene standards kit (Sigma-Aldrich).</p>
</sec>
<sec id="S2-5-2">
<title>Fourier Transform Infrared (FTIR)</title>
<p>Changes in the chemical structure of untreated lignin and residual lignin were performed using a Thermo Nicolet Nexus 870 FTIR-ATR spectroscopy. Spectra of the lignin samples were obtained using an average of 64 scans in the range of 700 and 4,000&#x02009;cm<sup>&#x02212;1</sup> with a spectral resolution of 1.928&#x02009;cm<sup>&#x02212;1</sup>.</p>
</sec>
</sec>
</sec>
<sec id="S3" sec-type="discussion">
<title>Results and Discussion</title>
<sec id="S3-1">
<title>Catalyst Selection and Model Development</title>
<p>Catalysts were screened based on the total product concentration and conversion. Results obtained from the screening experiments show that out of the seven catalysts used CoCl<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub> gave the highest product concentration and conversion compared to the other catalysts (Figure <xref ref-type="fig" rid="F1">1</xref>). Subsequently, optimization of batch experiments was performed using these two catalysts. Cobalt (Co)-based catalysts have been used for oxidation of lignin model compounds and alcohols in 1-ethyl-3-methylimidazolium diethylphosphate ([C<sub>2</sub>C<sub>1</sub>Im][DEP]) (Zakzeski et al., <xref ref-type="bibr" rid="B48">2010b</xref>, <xref ref-type="bibr" rid="B49">2011</xref>). Co species facilitate the oxidation reaction by readily catalyzing the disproportionation of H<sub>2</sub>O<sub>2</sub> to form O<sub>2</sub> and H<sub>2</sub>O (Pokutsa et al., <xref ref-type="bibr" rid="B26">2009</xref>). In addition, several studies reported niobium oxide as a selective and effective oxidation catalyst for a wide range of oxidation reactions (Wachs et al., <xref ref-type="bibr" rid="B44">2000</xref>). Apart from acting as a strong Lewis acid, niobium oxide also has the capability to stabilize oxidation cation species, which could assist in the electrophilic attack of H<sub>2</sub>O<sub>2</sub> on lignin (Fielicke et al., <xref ref-type="bibr" rid="B13">2003</xref>; Nakajima et al., <xref ref-type="bibr" rid="B23">2011</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Screening of transition metal catalysts.</p></caption>
<graphic xlink:href="fenrg-05-00021-g001.tif"/>
</fig>
<p>Concentrations (mg L<sup>&#x02212;1</sup>) of five products: guaiacol, syringol, vanillin, acetovanillone, and homovanillic acid were determined by GC/MS for all the reaction conditions based on the central composite design. Results illustrate that the total product concentrations for CoCl<sub>2</sub> catalyst were in the range of 545.3&#x02013;1,200.5&#x02009;mg L<sup>&#x02212;1</sup>; whereas for Nb<sub>2</sub>O<sub>5</sub> catalyst the total product concentrations fell into 340.7&#x02013;1,325.6&#x02009;mg L<sup>&#x02212;1</sup> range (Table <xref ref-type="table" rid="T2">2</xref>). In addition, obtained data were fitted to a polynomial model to optimize the reaction parameters for the formation of products from lignin using a desirability approach (JMP 12, SAS Institute, Inc., Cary, NC, USA). The suggested optimum levels for CoCl<sub>2</sub> catalyst were temperature of 120&#x000B0;C, catalyst loading of 1%, and H<sub>2</sub>O<sub>2</sub> concentration of 1%, corresponding to a predicted total product concentration of 1,079.5&#x02009;mg L<sup>&#x02212;1</sup> at 95% confidence interval (989.0, 1,169.9). For Nb<sub>2</sub>O<sub>5</sub> catalyst, the optimum reaction parameters were temperature of 120&#x000B0;C, catalyst loading of 4.45%, and H<sub>2</sub>O<sub>2</sub> concentration of 3.08%, corresponding to a predicted total product concentration of 1,262.6&#x02009;mg L<sup>&#x02212;1</sup> at 95% confidence interval (1,182.8, 1,342.3). The quadratic regression models for the CoCl<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub> catalysts were shown below:
<disp-formula id="E3"><label>(3)</label><mml:math id="M4"><mml:mtable columnalign='left'><mml:mtr><mml:mtd><mml:msub><mml:mover><mml:mi>Y</mml:mi><mml:mo>&#x0005E;</mml:mo></mml:mover><mml:mrow><mml:mi>C</mml:mi><mml:msub><mml:mrow><mml:mtext>oCl</mml:mtext></mml:mrow><mml:mtext>2</mml:mtext></mml:msub></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>718.91</mml:mn><mml:mo>&#x02212;</mml:mo><mml:mn>37.43</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:mo>&#x02212;</mml:mo><mml:mn>92.79</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>155.90</mml:mn><mml:msub><mml:mi>X</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="3em"/><mml:mo>+</mml:mo><mml:mn>14.71</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msubsup><mml:mi>X</mml:mi><mml:mn>1</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo>+</mml:mo><mml:mn>12.57</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msubsup><mml:mi>X</mml:mi><mml:mn>2</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo>+</mml:mo><mml:mn>111.19</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msubsup><mml:mi>X</mml:mi><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:msubsup></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="3em"/><mml:mo>+</mml:mo><mml:mn>31.01</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>36.17</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mn>3</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>58.88</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="E4"><label>(4)</label><mml:math id="M5"><mml:mtable columnalign='left'><mml:mtr><mml:mtd><mml:msub><mml:mover><mml:mi>Y</mml:mi><mml:mo>&#x0005E;</mml:mo></mml:mover><mml:mrow><mml:msub><mml:mrow><mml:mtext>Nb</mml:mtext></mml:mrow><mml:mn>2</mml:mn></mml:msub><mml:msub><mml:mtext>O</mml:mtext><mml:mn>5</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>735.42</mml:mn><mml:mo>&#x02212;</mml:mo><mml:mn>37.09</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>104.98</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>195.64</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="3em"/><mml:mo>&#x02212;</mml:mo><mml:mn>33.49</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msubsup><mml:mi>X</mml:mi><mml:mn>1</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo>&#x02212;</mml:mo><mml:mn>84.95</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msubsup><mml:mi>X</mml:mi><mml:mn>2</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo>+</mml:mo><mml:mn>285.65</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msubsup><mml:mi>X</mml:mi><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:msubsup></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mspace width="3em"/><mml:mo>&#x02212;</mml:mo><mml:mn>6.65</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>45.10</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>1</mml:mn></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mn>3</mml:mn></mml:msub><mml:mo>+</mml:mo><mml:mn>19.73</mml:mn><mml:mtext>&#x02009;</mml:mtext><mml:msub><mml:mi>X</mml:mi><mml:mn>2</mml:mn></mml:msub><mml:msub><mml:mi>X</mml:mi><mml:mn>3</mml:mn></mml:msub></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
where, <italic>X</italic><sub>1</sub>, <italic>X</italic><sub>2</sub>, and <italic>X</italic><sub>3</sub> are H<sub>2</sub>O<sub>2</sub> concentration, catalyst loading, and temperature, respectively. The linear effects were represented by the coefficients of one factor (<italic>X</italic><sub>1</sub>, <italic>X</italic><sub>2</sub>, <italic>X</italic><sub>3</sub>), while the coefficients of the second-order term <inline-formula><mml:math id="M6"><mml:mrow><mml:mo stretchy='false'>(</mml:mo><mml:msubsup><mml:mi>X</mml:mi><mml:mn>1</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo>,</mml:mo><mml:msubsup><mml:mi>X</mml:mi><mml:mn>2</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo>,</mml:mo><mml:msubsup><mml:mi>X</mml:mi><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:msubsup><mml:mo stretchy='false'>)</mml:mo></mml:mrow></mml:math></inline-formula> and two-factor term (<italic>X</italic><sub>1</sub><italic>X</italic><sub>2</sub>, <italic>X</italic><sub>1</sub><italic>X</italic><sub>3</sub>, <italic>X</italic><sub>2</sub><italic>X</italic><sub>3</sub>) represent the quadratic effects and interaction effects, respectively.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Experimental conditions and corresponding product concentrations, conversion, and yield.<xref ref-type="table-fn" rid="tfn1"><sup>a</sup></xref></p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="center" rowspan="2">ID</th>
<th valign="top" align="center" rowspan="2">Pattern</th>
<th valign="top" align="center" rowspan="2">Catalyst loading (%)</th>
<th valign="top" align="center" rowspan="2">H<sub>2</sub>O<sub>2</sub> conc. (%)</th>
<th valign="top" align="center" rowspan="2">Temperature (&#x000B0;C)</th>
<th valign="top" align="center" colspan="3">CoCl<sub>2</sub> catalyst<hr/></th>
<th valign="top" align="center" colspan="3">Nb<sub>2</sub>O<sub>5</sub> catalyst<hr/></th>
</tr><tr>
<th valign="top" align="center">Total product concentration (mg L<sup><bold>&#x02212;</bold>1</sup>)</th>
<th valign="top" align="center">Yield with respect to lignin (%)</th>
<th valign="top" align="center">Conversion (%)</th>
<th valign="top" align="center">Total product concentration (mg L<sup><bold>&#x02212;</bold>1</sup>)</th>
<th valign="top" align="center">Yield with respect to lignin (%)</th>
<th valign="top" align="center">Conversion (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;1</td>
<td align="center" valign="top">000</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">765.2 (83.6)</td>
<td align="center" valign="top">0.6 (0.06)</td>
<td align="center" valign="top">40.3 (0.15)</td>
<td align="center" valign="top">758.7 (3.2)</td>
<td align="center" valign="top">0.6 (0.01)</td>
<td align="center" valign="top">41.7 (0.34)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;2</td>
<td align="center" valign="top">&#x0002B;&#x0002B;&#x0002B;</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">961.9 (7.2)</td>
<td align="center" valign="top">0.7 (0.01)</td>
<td align="center" valign="top">78.1 (0.52)</td>
<td align="center" valign="top">1,301.6 (36.9)</td>
<td align="center" valign="top">1.0 (0.03)</td>
<td align="center" valign="top">80.1 (0.26)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;3</td>
<td align="center" valign="top">0A0</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">5.57</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">737.0 (29.5)</td>
<td align="center" valign="top">0.6 (0.02)</td>
<td align="center" valign="top">47.3 (0.18)</td>
<td align="center" valign="top">553.1 (8.5)</td>
<td align="center" valign="top">0.4 (0.01)</td>
<td align="center" valign="top">40.2 (0.72)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;4</td>
<td align="center" valign="top">&#x02212;&#x02212;&#x0002B;</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">1,055.9 (17.1)</td>
<td align="center" valign="top">0.8 (0.01)</td>
<td align="center" valign="top">33.9 (0.38)</td>
<td align="center" valign="top">1,061.8 (1.1)</td>
<td align="center" valign="top">0.8 (0.00)</td>
<td align="center" valign="top">20.2 (0.44)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;5</td>
<td align="center" valign="top">&#x0002B;&#x02212;&#x0002B;</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">952.5 (26.5)</td>
<td align="center" valign="top">0.7 (0.02)</td>
<td align="center" valign="top">70.9 (1.00)</td>
<td align="center" valign="top">1,171.8 (40.2)</td>
<td align="center" valign="top">0.9 (0.03)</td>
<td align="center" valign="top">72.7 (0.05)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;6</td>
<td align="center" valign="top">A00</td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">864.1 (23.9)</td>
<td align="center" valign="top">0.7 (0.02)</td>
<td align="center" valign="top">20.8 (0.18)</td>
<td align="center" valign="top">340.7 (9.2)</td>
<td align="center" valign="top">0.3 (0.01)</td>
<td align="center" valign="top">32.2 (0.37)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;7</td>
<td align="center" valign="top">&#x0002B;&#x0002B;&#x02212;</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">545.3 (25.0)</td>
<td align="center" valign="top">0.4 (0.02)</td>
<td align="center" valign="top">65.5 (0.50)</td>
<td align="center" valign="top">617.7 (7.3)</td>
<td align="center" valign="top">0.5 (0.01)</td>
<td align="center" valign="top">29.5 (0.52)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;8</td>
<td align="center" valign="top">&#x02212;&#x0002B;&#x02212;</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">760.3 (2.3)</td>
<td align="center" valign="top">0.6 (0.01)</td>
<td align="center" valign="top">21.8 (1.35)</td>
<td align="center" valign="top">613.1 (12.4)</td>
<td align="center" valign="top">0.5 (0.01)</td>
<td align="center" valign="top">29.1 (1.20)</td>
</tr>
<tr>
<td align="left" valign="top">&#x02009;&#x02009;9</td>
<td align="center" valign="top">000</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">720.5 (70.6)</td>
<td align="center" valign="top">0.5 (0.01)</td>
<td align="center" valign="top">40.6 (0.47)</td>
<td align="center" valign="top">739.3 (8.6)</td>
<td align="center" valign="top">0.6 (0.01)</td>
<td align="center" valign="top">42.2 (0.78)</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="center" valign="top">0a0</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">0.43</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">714.2 (14.5)</td>
<td align="center" valign="top">0.5 (0.01)</td>
<td align="center" valign="top">41.2 (0.08)</td>
<td align="center" valign="top">765.4 (13.9)</td>
<td align="center" valign="top">0.6 (0.01)</td>
<td align="center" valign="top">38.8 (1.22)</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="center" valign="top">&#x0002B;&#x02212;&#x02212;</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">657.1 (10.0)</td>
<td align="center" valign="top">0.5 (0.01)</td>
<td align="center" valign="top">67.1 (4.06)</td>
<td align="center" valign="top">847.2 (35.3)</td>
<td align="center" valign="top">0.6 (0.03)</td>
<td align="center" valign="top">31.2 (0.20)</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="center" valign="top">&#x02212;&#x02212;&#x02212;</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">1,019.7 (14.3)</td>
<td align="center" valign="top">0.8 (0.01)</td>
<td align="center" valign="top">20.9 (0.96)</td>
<td align="center" valign="top">637.2 (27.6)</td>
<td align="center" valign="top">0.5 (0.02)</td>
<td align="center" valign="top">44.9 (0.68)</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="center" valign="top">00A</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">126</td>
<td align="center" valign="top">1,200.5 (17.5)</td>
<td align="center" valign="top">0.9 (0.01)</td>
<td align="center" valign="top">52.8 (0.26)</td>
<td align="center" valign="top">1,325.6 (29.4)</td>
<td align="center" valign="top">1.0 (0.02)</td>
<td align="center" valign="top">43.5 (1.74)</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="center" valign="top">00a</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">74</td>
<td align="center" valign="top">570.5 (24.9)</td>
<td align="center" valign="top">0.4 (0.02)</td>
<td align="center" valign="top">40.5 (0.01)</td>
<td align="center" valign="top">1,050.5 (36.5)</td>
<td align="center" valign="top">0.8 (0.03)</td>
<td align="center" valign="top">29.6 (0.30)</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="center" valign="top">A00</td>
<td align="center" valign="top">5.57</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">580.0 (11.4)</td>
<td align="center" valign="top">0.4 (0.01)</td>
<td align="center" valign="top">80.4 (0.23)</td>
<td align="center" valign="top">807.3 (7.2)</td>
<td align="center" valign="top">0.6 (0.01)</td>
<td align="center" valign="top">29.6 (0.30)</td>
</tr>
<tr>
<td align="left" valign="top">16</td>
<td align="center" valign="top">&#x02212;&#x0002B;&#x0002B;</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">5</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">964.9 (4.8)</td>
<td align="center" valign="top">0.7 (0.01)</td>
<td align="center" valign="top">33.8 (0.39)</td>
<td align="center" valign="top">1,039.2 (29.8)</td>
<td align="center" valign="top">0.8 (0.02)</td>
<td align="center" valign="top">31.2 (0.20)</td>
</tr>
<tr>
<td align="left" valign="top">17</td>
<td align="center" valign="top">000</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">3</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">718.4 (15.2)</td>
<td align="center" valign="top">0.5 (0.05)</td>
<td align="center" valign="top">41.7 (0.10)</td>
<td align="center" valign="top">763.7 (3.3)</td>
<td align="center" valign="top">0.6 (0.01)</td>
<td align="center" valign="top">42.0 (2.28)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><p><italic><sup>a</sup>The values in the parenthesis represent the standard deviations (SDs)</italic>.</p></fn></table-wrap-foot></table-wrap>
</sec>
<sec id="S3-2">
<title>Lignin Breakdown Product Identification</title>
<p>Products obtained from the catalytic oxidation process were identified and quantified using GC/MS. Figure <xref ref-type="fig" rid="F2">2</xref> shows a GC chromatography representing the mixture of aromatic products derived from lignin after catalytic oxidation in aqueous IL. Several lignin derived monomers of commercial interest such as guaiacol, syringol, vanillin, acetovanillone, and homovanillic acid were determined quantitatively for both catalysts. Guaiacol was the major oxidation product followed by homovanillic acid, acetovanillone, vanillin, and syringol. For CoCl<sub>2</sub> catalyst, the concentration of guaiacol was in a range of 265.0&#x02013;536.9&#x02009;mg L<sup>&#x02212;1</sup> whereas for Nb<sub>2</sub>O<sub>5</sub> catalyst the concentration was in a range of 235.4&#x02013;649.4&#x02009;mg L<sup>&#x02212;1</sup>. The concentrations of homovanillic acid were in the range of 25.5&#x02013;314.3 and 45.1&#x02013;361.7&#x02009;mg L<sup>&#x02212;1</sup>, for CoCl<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub> catalysts, respectively. Other products such as syringol, vanillin, and acetovanillone were also present at small proportions. The alkaline lignin used in this study was derived from softwood, which contains primarily G-lignin and a small quantity of S-lignin in the original feedstock (Sigma-Aldrich, <xref ref-type="bibr" rid="B35">2016</xref>). The fact that products obtained from oxidation reactions were mainly G-lignin derived compounds corroborates the G-lignin rich source. Similar profile of compounds were reported in a previous study using [C<sub>2</sub>C<sub>1</sub>Im][OAc] IL for the pretreatment of switchgrass, eucalyptus, and Kraft lignin (Varanasi et al., <xref ref-type="bibr" rid="B43">2013</xref>). In another study, St&#x000E4;rk et al. (<xref ref-type="bibr" rid="B37">2010</xref>) reported similar product profiles from the catalytic oxidation of organosolv beech wood lignin with guaiacol as the main product probably due to the cleavage of &#x003B2;-aryl ether bond.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Representative GC chromatography [peaks representing a: guaiacol, b: 4-methoxy-1,3-benzenediamine, c: 1,3,5-benzenetriol, d: syringol, e: vanillin, f: 1-methyl-4-thiouracil, g: acetovanillone, h: homovanillic acid, 1: 1-ethyl imidazole, and 2: butylated hydroxytoluene (stabilizer for MeTHF)]. Experimental conditions: temperature: 120&#x000B0;C, catalyst loading: 1%, and H<sub>2</sub>O<sub>2</sub> concentration: 1%.</p></caption>
<graphic xlink:href="fenrg-05-00021-g002.tif"/>
</fig>
<p>Product formation during a catalytic oxidation process is partially dependent on the basicity or acidity of the reaction system. Formation of vanillin from Kraft lignin by different oxidants such as H<sub>2</sub>O<sub>2</sub>, O<sub>2</sub>, and nitrobenzene in NaOH medium has been reported (Xiang and Lee, <xref ref-type="bibr" rid="B45">2000</xref>; Rodrigues Pinto et al., <xref ref-type="bibr" rid="B31">2010</xref>; Pandey and Kim, <xref ref-type="bibr" rid="B24">2011</xref>). It was reported that the IL, [C<sub>2</sub>C<sub>1</sub>im][OAc] possesses dual basic and acidic characteristics as a function of temperature (Varanasi et al., <xref ref-type="bibr" rid="B42">2012</xref>). The hydrogen bond basicity (&#x003B2;) decreased by 1.4% with an increase in temperature from 120 to 160&#x000B0;C (Varanasi et al., <xref ref-type="bibr" rid="B42">2012</xref>). In an aqueous IL system, the hydrogen bond basicity (&#x003B2; value) can be correlated with the disruption of the inter- and intramolecular hydrogen bondings in cellulose, hemicellulose, and lignin (Shi et al., <xref ref-type="bibr" rid="B33">2014</xref>). It is likely that the G-lignin monomeric products obtained in this study were phenolic moieties of G-lignin caused by losing phenolic proton under alkaline conditions at low reaction temperatures (Varanasi et al., <xref ref-type="bibr" rid="B42">2012</xref>). These results lead to the hypothesis that the temperature-dependent dual basic and acidic characteristics of an IL could serve as a design basis to tune the aqueous IL system for better lignin solubility and product selectivity (Park and Kazlauskas, <xref ref-type="bibr" rid="B25">2003</xref>; Shi et al., <xref ref-type="bibr" rid="B33">2014</xref>).</p>
</sec>
<sec id="S3-3">
<title>Effect of Reaction Parameters on Product Concentration and Yield</title>
<sec id="S3-3-1">
<title>H<sub>2</sub>O<sub>2</sub> Loading</title>
<p>The effect of H<sub>2</sub>O<sub>2</sub> loading on total product concentration was optimized for both catalysts. Figures <xref ref-type="fig" rid="F3">3</xref>A,C illustrate the effect of H<sub>2</sub>O<sub>2</sub> loading coupled with interactions of catalyst loading and reaction temperature for CoCl<sub>2</sub> catalyst. From the 3D response surface plot, it appeared that the overall product concentrations increased with the decrease in H<sub>2</sub>O<sub>2</sub> loading, with 1% H<sub>2</sub>O<sub>2</sub> giving the highest concentration. In addition, results from ANOVA (Tables S1 and S3 in Supplementary Material) indicate that H<sub>2</sub>O<sub>2</sub> loading had a significant effect (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.020) whereas interaction effect of H<sub>2</sub>O<sub>2</sub> with catalyst loading and temperature were not significant (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.096 and <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.055). Figures <xref ref-type="fig" rid="F4">4</xref>A,C illustrate the combined effect of H<sub>2</sub>O<sub>2</sub> concentration with catalyst loading and temperature on product concentration for Nb<sub>2</sub>O<sub>5</sub> catalyst. Results from ANOVA (Tables S1 and S4 in Supplementary Material) illustrate that H<sub>2</sub>O<sub>2</sub> had less significant effect (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.064) on product formation in the experimental design specified levels. Furthermore, the interaction effects of H<sub>2</sub>O<sub>2</sub> with catalyst loading and temperature were not significant (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.772 and <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.058), which explain the lack of any particular trend in the 3D response surface plot.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Surface response plots showing the effect of CoCl<sub>2</sub> catalyst on product concentration: <bold>(A)</bold> catalyst loading and H<sub>2</sub>O<sub>2</sub> concentration, <bold>(B)</bold> catalyst loading and temperature, and <bold>(C)</bold> temperature and H<sub>2</sub>O<sub>2</sub> concentration.</p></caption>
<graphic xlink:href="fenrg-05-00021-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Surface response plots showing the effect of Nb<sub>2</sub>O<sub>5</sub> catalyst on product concentration: <bold>(A)</bold> catalyst loading and H<sub>2</sub>O<sub>2</sub> concentration, <bold>(B)</bold> catalyst loading and temperature, and <bold>(C)</bold> temperature and H<sub>2</sub>O<sub>2</sub> concentration.</p></caption>
<graphic xlink:href="fenrg-05-00021-g004.tif"/>
</fig>
<p>For both catalysts, H<sub>2</sub>O<sub>2</sub> concentration (in the design specified range) did not have a significant effect on product concentration. Results obtained from this study corroborate the findings by Das et al., using niobium oxalate catalyst in presence of H<sub>2</sub>O<sub>2</sub> in an aqueous system where increasing H<sub>2</sub>O<sub>2</sub> loading from 3 to 7% did not change the concentrations of vanillin and syringaldehyde significantly. In another study, Xiang and Lee (<xref ref-type="bibr" rid="B45">2000</xref>) demonstrated that doubling H<sub>2</sub>O<sub>2</sub> loading from 0.56 to 1.12&#x02009;g resulted in a total aromatics yield of 9.8 and 8.3%, respectively. The decrease in product yield could be explained by the decomposition of excess H<sub>2</sub>O<sub>2</sub> before its reaction with lignin or over-oxidization to other intermediate compounds (Xiang and Lee, <xref ref-type="bibr" rid="B45">2000</xref>).</p>
</sec>
<sec id="S3-3-2">
<title>Catalyst Loading</title>
<p>The effects of CoCl<sub>2</sub> catalyst loading combined with H<sub>2</sub>O<sub>2</sub> concentration and temperature on the total quantified product concentration are shown in Figures <xref ref-type="fig" rid="F3">3</xref>A,B. From the 3D surface plots, it is evident that 1% of CoCl<sub>2</sub> catalyst loading gave the highest product concentration. ANOVA results (Tables S1 and S3 in Supplementary Material) demonstrate that catalyst loading alone and its interaction with temperature were significant (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.0001 and <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.003, respectively); however, the interaction effect of catalyst loading with H<sub>2</sub>O<sub>2</sub> concentration was not significant (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.096). The effect of Nb<sub>2</sub>O<sub>5</sub> catalyst loading was also evaluated for total product concentrations. The combined effects of catalyst loading with H<sub>2</sub>O<sub>2</sub> concentration and temperature on total product concentration were illustrated in Figures <xref ref-type="fig" rid="F4">4</xref>A,B, respectively. Catalyst loading had a significant (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.0001) effect, but the interaction effect of catalyst loading on H<sub>2</sub>O<sub>2</sub> concentration and temperature were not significant (<italic>p</italic>&#x02009;&#x0003D;&#x02009;0.772 and <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.393, respectively). Optimal catalyst loading was 4.48%, leading to a maximum predicted product concentration of 1,262.6&#x02009;mg L<sup>&#x02212;1</sup>. Similar trends were reported for degradation of pine wood lignin using vanadium-based polyoxometalate (POM) in presence of an acidic IL, 1-butylimidazolium hydrogen sulfate, and H<sub>2</sub>O<sub>2</sub> (Prado et al., <xref ref-type="bibr" rid="B28">2016b</xref>). Increasing POM loading from 1 to 20% led to increases in vanillin yield from 0.01 to 0.22%, and the authors speculated that with increase in catalyst loading, more active sites became available for breaking down lignin to products. Taking together, results from this study suggest that catalyst loading is catalyst-dependent and critical to both lignin conversion and product yield.</p>
</sec>
<sec id="S3-3-3">
<title>Reaction Temperature</title>
<p>The combined effects of temperature with CoCl<sub>2</sub> catalyst loading and H<sub>2</sub>O<sub>2</sub> concentration are illustrated in Figures <xref ref-type="fig" rid="F3">3</xref>B,C. Both temperature and temperature/catalyst loading interaction had significant (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.0001 and <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.003) effects on total product concentration. Product concentration increased with increase in temperature and the highest product concentration was achieved at 120&#x000B0;C. Similarly, the combined effects of temperature with Nb<sub>2</sub>O<sub>5</sub> catalyst loading and H<sub>2</sub>O<sub>2</sub> concentration are shown in Figures <xref ref-type="fig" rid="F4">4</xref>B,C. Only temperature had significant (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.0001) effect on product concentration whereas its interactions with H<sub>2</sub>O<sub>2</sub> concentration and catalyst loading were not significant. Pokutsa et al. (<xref ref-type="bibr" rid="B26">2009</xref>) reported that elevation of temperature from 80 to 120&#x000B0;C improved the conversion of precipitated hardwood lignin from 84.6 to 97.8% using H<sub>2</sub>O<sub>2</sub> in a NaOH medium. In this study, for both catalysts, increasing temperature led to increases in product concentration, probably due to the formation of active hydroxyl and superoxide ions at higher temperatures as a result of hydrogen peroxide disintegration (Rodrigues Pinto et al., <xref ref-type="bibr" rid="B31">2010</xref>).</p>
</sec>
</sec>
<sec id="S3-4">
<title>Characterization of Lignin Streams</title>
<sec id="S3-4-1">
<title>FTIR-ATR</title>
<p>The ATR-IR spectra of alkaline lignin and residual lignin (after oxidation) are shown in Figure <xref ref-type="fig" rid="F5">5</xref>A. All lignin samples showed a wide absorption band at 3,400&#x02009;cm<sup>&#x02212;1</sup>, which is assigned to the O&#x02013;H stretching vibrations in aromatic and aliphatic O&#x02013;H groups (Tejado et al., <xref ref-type="bibr" rid="B39">2007</xref>). Bands around 2,930 and 2,840&#x02009;cm<sup>&#x02212;1</sup> can be assigned to C&#x02013;H vibrations of CH<sub>2</sub> and CH<sub>3</sub> groups; while signals between 1,700 and 1,400&#x02009;cm<sup>&#x02212;1</sup> can be attributed to the aromatic skeletal vibrations (Cachet et al., <xref ref-type="bibr" rid="B5">2014</xref>). The <italic>C</italic>&#x0003D;<italic>C</italic> of aromatic skeletal vibrations were reflected by peaks at 1,595 and 1,510&#x02009;cm<sup>&#x02212;1</sup> (Prado et al., <xref ref-type="bibr" rid="B28">2016b</xref>); these two stretches showed decrease in intensity when compared to unreacted alkaline lignin, indicating the oxidation of lignin at tested conditions. The bands found at 1,460 and 1,420&#x02009;cm<sup>&#x02212;1</sup> can be assigned to the C&#x02013;H deformation in CH<sub>2</sub> and CH<sub>3</sub> groups and C&#x02013;H aromatic ring vibrations, respectively. Notable decreases in peak intensity at 1,420&#x02009;cm<sup>&#x02212;1</sup> for both catalysts were observed when compared to unreacted alkaline lignin, indicating possible breakdown of the CH<sub>2</sub> and CH<sub>3</sub> groups by oxidation. The bands associated with guaiacyl (G) and syringyl (S) units of lignin were detected at 1,220, 1,110, and 1,030&#x02009;cm<sup>&#x02212;1</sup> (Garc&#x000ED;a et al., <xref ref-type="bibr" rid="B14">2012</xref>; Gordobil et al., <xref ref-type="bibr" rid="B16">2016</xref>). The band at 1,220&#x02009;cm<sup>&#x02212;1</sup> corresponding to <italic>C&#x02013;C, C&#x02013;O</italic>, and <italic>C</italic>&#x0003D;<italic>O</italic> stretching (G) showed a decrease in intensity from untreated lignin compared to catalyzed lignin. The band at 1,110&#x02009;cm<sup>&#x02212;1</sup> corresponding to aromatic <italic>C&#x02013;H</italic> in plane deformation (S) also showed decrease in intensity as compared with unreacted alkaline lignin, possibly due to the reduced proportion of S-lignin in the residual lignin. Meanwhile, the band at 1,030&#x02009;cm<sup>&#x02212;1</sup> assigning to aromatic <italic>C&#x02013;H</italic> in plane deformation (G&#x02009;&#x0003E;&#x02009;S) remained constant for all the three peaks. Collectively, these observations supported the general fact that the lignin used in this study is dominated by G-units and indicated possible preferential breakdown of S-lignin as a result of its high chemical reactivity (Shi et al., <xref ref-type="bibr" rid="B34">2016</xref>).</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>(A)</bold> Fourier transform infrared spectra and <bold>(B)</bold> gel permeation chromatography of lignin streams before and after oxidation.</p></caption>
<graphic xlink:href="fenrg-05-00021-g005.tif"/>
</fig>
</sec>
<sec id="S3-4-2">
<title>GPC Analysis</title>
<p>The <italic>M</italic><sub>w</sub> (weight-average molecular weight) and <italic>M</italic><sub>n</sub> (number-average molecular weight) of the alkaline lignin and residual lignin after oxidation reaction are shown in Table <xref ref-type="table" rid="T3">3</xref> and the molecular weight distribution (MWD) profiles are depicted in Figure <xref ref-type="fig" rid="F5">5</xref>B. Comparing the MWD profiles of the unreacted alkaline lignin with residual lignins, the MWD curves of the residual lignins shifted to the right (translating to late elution time and lower <italic>M</italic><sub>w</sub> as shown in Table <xref ref-type="table" rid="T3">3</xref>), indicating lignin depolymerization caused by oxidation. The extent of depolymerization was greater for Nb<sub>2</sub>O<sub>5</sub> catalyst, as indicated by the slightly lower <italic>M</italic><sub>w</sub> and <italic>M</italic><sub>n</sub> when compared with that of CoCl<sub>2</sub> catalyst. This observation was further supported by the higher products concentration and greater conversion when comparing Nb<sub>2</sub>O<sub>5</sub> catalyst with CoCl<sub>2</sub> catalyst. <italic>M</italic><sub>w</sub> of the lignin in liquid streams for CoCl<sub>2</sub> and Nb<sub>2</sub>O<sub>5</sub> catalysts were 1,201.9 and 1,520.2&#x02009;g mol<sup>&#x02212;1</sup>, respectively; both were lower than the corresponding solids residues and untreated lignin. However, the <italic>M</italic><sub>n</sub> showed to be much lower as compared to solids residues and untreated lignin; this is in accordance to the increased polydispersity index, indicating a wide span of MW after oxidation. Taken together, these results suggest that lignin underwent significant depolymerization during the catalytic oxidation; however, the dissolved and depolymerized lignin might have underwent repolymerization (Li et al., <xref ref-type="bibr" rid="B20">2007</xref>; El Hage et al., <xref ref-type="bibr" rid="B12">2009</xref>; Toledano et al., <xref ref-type="bibr" rid="B41">2014</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Molecular weight of untreated lignin and oxidized lignin residuals.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left">Source</th>
<th valign="top" align="center"><italic>M</italic><sub>w</sub> (g mol<sup><bold>&#x02212;</bold>1</sup>)</th>
<th valign="top" align="center"><italic>M</italic><sub>n</sub> (g mol<sup><bold>&#x02212;</bold>1</sup>)</th>
<th valign="top" align="center">Polydispersity index</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Alkaline lignin</td>
<td align="center" valign="top">5,736.1</td>
<td align="center" valign="top">3,056.3</td>
<td align="center" valign="top">1.88</td>
</tr>
<tr>
<td align="left" valign="top">Residual lignin (CoCl<sub>2</sub>)</td>
<td align="center" valign="top">2,897.7</td>
<td align="center" valign="top">1,600.8</td>
<td align="center" valign="top">1.81</td>
</tr>
<tr>
<td align="left" valign="top">Lignin in liquid stream (CoCl<sub>2</sub>)</td>
<td align="center" valign="top">1,201.9</td>
<td align="center" valign="top">577.0</td>
<td align="center" valign="top">2.08</td>
</tr>
<tr>
<td align="left" valign="top">Residual lignin (Nb<sub>2</sub>O<sub>5</sub>)</td>
<td align="center" valign="top">2,602.1</td>
<td align="center" valign="top">1,424.3</td>
<td align="center" valign="top">1.83</td>
</tr>
<tr>
<td align="left" valign="top">Lignin in liquid stream (Nb<sub>2</sub>O<sub>5</sub>)</td>
<td align="center" valign="top">1,520.2</td>
<td align="center" valign="top">614.1</td>
<td align="center" valign="top">2.48</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="S3-5">
<title>Possible Reaction Sequence</title>
<p>Temperature and catalyst loading were the significant factors for both catalysts. Guaiacol, syringol, vanillin, acetovanillone, and homovanillic acid were the main compounds of the total quantified products (Figure <xref ref-type="fig" rid="F6">6</xref>). Yields of the total quantified products are detailed in Table S2 in Supplementary Material. Nb<sub>2</sub>O<sub>5</sub> catalyst led to higher yield of products than that of CoCl<sub>2</sub> catalyst. Yield (%) with respect to the loaded lignin ranged from 0.26 to 0.99 for Nb<sub>2</sub>O<sub>5</sub> catalyst and from 0.41 to 0.90 for CoCl<sub>2</sub> catalyst, respectively, under the tested conditions. The product yields obtained from this study were comparable with results from previous studies using vanadium-based POM in presence of IL 1-butylimidazolium hydrogen sulfate and H<sub>2</sub>O<sub>2</sub> with a product (vanillin, syringaldehyde, and guaiacol) yield of 0.055% (De Gregorio et al., <xref ref-type="bibr" rid="B11">2016</xref>; Prado et al., <xref ref-type="bibr" rid="B27">2016a</xref>). Low product yield in this study may be due to repolymerization of depolymerized lignin and/or over-oxidization products to other intermediates which were not detected in the GC/MS. Based on the insight gained from this study, a few possible approaches to improve product yield could be (a) a better control of the reaction time and temperature of the oxidation reaction; (b) selection of more selective catalysts; and (c) <italic>in situ</italic> product recovery such as using a biphasic system or <italic>via</italic> continuous product separation.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Distribution of quantified products in the extracted oil using Nb<sub>2</sub>O<sub>5</sub> and CoCl<sub>2</sub> catalysts.</p></caption>
<graphic xlink:href="fenrg-05-00021-g006.tif"/>
</fig>
<p>Complexity of lignin structure hindered the understanding of the reaction mechanisms of the substrate under catalytic oxidation. Lignin model compounds (monomeric and oligomeric) have been investigated to understand the cleavage mechanism and parameters effecting the depolymerization product and yield (Xu et al., <xref ref-type="bibr" rid="B46">2014</xref>). Depolymerization of organosolv lignin in ILs [C<sub>2</sub>C<sub>1</sub>Im][OTf] and [C<sub>2</sub>C<sub>1</sub>Im][Cl] under reductive conditions using Lewis and Br&#x000F8;nsted acid catalysts showed low conversion despite the high yields obtained on lignin model compounds (Behling et al., <xref ref-type="bibr" rid="B2">2016</xref>). On the other hand, catalytic oxidation of Kraft lignin, soda lignin, Alcell/organosolv lignin in ILs [C<sub>2</sub>C<sub>1</sub>Im][DEP], [C<sub>2</sub>C<sub>1</sub>Im][MeSO<sub>4</sub>], [C<sub>2</sub>C<sub>1</sub>Im][CF<sub>3</sub>SO<sub>3</sub>], and [C<sub>2</sub>C<sub>1</sub>Im][EtSO<sub>4</sub>] involving various metal oxides such as Ni, Co, V, Cu, Fe, and Mn coupled with oxidants such as O<sub>2</sub> and H<sub>2</sub>O<sub>2</sub> were effective on lignin conversion, however, did not lead to high product yield (Chatel and Rogers, <xref ref-type="bibr" rid="B7">2013</xref>; Xu et al., <xref ref-type="bibr" rid="B46">2014</xref>). Zakzeski et al. (<xref ref-type="bibr" rid="B48">2010b</xref>) studied the oxidation of organosolv lignin and soda lignin with 1-ethyl-3-methylimidazilium diethylphosphate, [C<sub>2</sub>C<sub>1</sub>Im][DEP] IL in presence of transition metal catalysts; however, the study failed to detect any monomeric products <italic>via</italic> GC/MS. In another study, oxidation of lignin model compounds and lignin was investigated using dispersed metal nanoparticle catalyst in [C<sub>4</sub>C<sub>1</sub>Im][MeSO<sub>4</sub>] or [C<sub>4</sub>C<sub>1</sub>Im][PF<sub>6</sub>] (Zhu et al., <xref ref-type="bibr" rid="B51">2012</xref>). It was postulated that there was insufficient disruption of lignin linkages to yield monomeric products or over-oxidation of monomeric product in the latter case.</p>
<p>Oxidation of lignin is a complex process, involving various kinds of reaction pathways. On the basis of previous literature (Zakzeski et al., <xref ref-type="bibr" rid="B49">2011</xref>) and results obtained for the current study, we proposed a plausible reaction sequence for lignin oxidation in aqueous [C<sub>2</sub>C<sub>1</sub>Im][OAc]. Anion [OAc] from the IL coordinates to the Co or Nb, forming Co[OAc] or Nb[OAc] species. We hypothesize that at 120&#x000B0;C IL behaves as an alkaline medium and under these conditions hydrogen peroxide dissociates to perhydroxyl anion (HOO<sup>&#x02013;</sup>), an extremely strong nucleophile (Xiang and Lee, <xref ref-type="bibr" rid="B45">2000</xref>; Pokutsa et al., <xref ref-type="bibr" rid="B26">2009</xref>). Perhydroxyl anion (HOO<sup>&#x02013;</sup>) combines with Co[OAc] or Nb[OAc] species to cleave the aryl ether bonds of the phenolic moieties of the lignin to form lignin monomers (Varanasi et al., <xref ref-type="bibr" rid="B42">2012</xref>).</p>
</sec>
</sec>
<sec id="S4">
<title>Conclusion</title>
<p>The alkaline lignin was oxidized to aromatic compounds using transition metal catalysts in presence of H<sub>2</sub>O<sub>2</sub> in an aqueous IL, [C<sub>2</sub>C<sub>1</sub>Im][OAc]. Among the seven tested transition metal catalysts, Nb<sub>2</sub>O<sub>5</sub> and CoCl<sub>2</sub> proved to be the most effective catalysts. From the batch experiment results, catalyst loading and temperature were significant factors affecting lignin conversion and product yield. The highest product concentrations were obtained using Nb<sub>2</sub>O<sub>5</sub> catalyst with the main lignin depolymerization products identified and quantified in the extracted oil as guaiacol, syringol, vanillin, acetovanillone, and homovanillic acid. For both catalysts, guaiacol was the major compound, and the formation of guaiacol can be attributed to the cleavage of &#x003B2;-aryl ether bond of the alkaline lignin derived from softwood. Molecular weights of the residual lignin (both <italic>M</italic><sub>w</sub> and <italic>M</italic><sub>n</sub>) were lower than untreated alkaline lignin indicating depolymerization of lignin to aromatic products <italic>via</italic> oxidation. Product yield could be further improved by selecting catalyst/IL pairs for better conversion efficacy and selectivity and by applying <italic>in situ</italic> product recovery to minimize lignin repolymerization or product over-oxidation.</p>
</sec>
<sec id="S5" sec-type="author-contributor">
<title>Author Contributions</title>
<p>LD and JS conceptualized the work, designed experiment, analyzed data, and wrote the manuscript. LD and SX conducted the experiment. All authors have approved the manuscript and agreed with submission to <italic>Frontiers in Energy Research</italic>.</p>
</sec>
<sec id="S6">
<title>Conflict of Interest Statement</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>
</body>
<back>
<ack>
<p>The information reported in this paper (17-05-073) is part of a project of the Kentucky Agricultural Experiment Station and is published with the approval of the Director.</p>
</ack>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by the National Science Foundation under Cooperative Agreement No. 1632854 and 1355438 and the National Institute of Food and Agriculture, U.S. Department of Agriculture, Hatch-Multistate project under accession number 1003563.</p></fn>
</fn-group>
<sec id="S7" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at <uri xlink:href="http://journal.frontiersin.org/article/10.3389/fenrg.2017.00021/full&#x00023;supplementary-material">http://journal.frontiersin.org/article/10.3389/fenrg.2017.00021/full&#x00023;supplementary-material</uri>.</p>
<supplementary-material xlink:href="table_1.docx" id="SM1" mimetype="applicationn/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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