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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mech. Eng</journal-id>
<journal-title>Frontiers in Mechanical Engineering</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mech. Eng</abbrev-journal-title>
<issn pub-type="epub">2297-3079</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1128447</article-id>
<article-id pub-id-type="doi">10.3389/fmech.2023.1128447</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Mechanical Engineering</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Influence of water content on elastohydrodynamic friction and film thickness of water-containing polyalkylene glycols</article-title>
<alt-title alt-title-type="left-running-head">Hofmann 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/fmech.2023.1128447">10.3389/fmech.2023.1128447</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hofmann</surname>
<given-names>Stefan</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1945292/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lohner</surname>
<given-names>Thomas</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/940892/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stahl</surname>
<given-names>Karsten</given-names>
</name>
</contrib>
</contrib-group>
<aff>
<institution>Department of Mechanical Engineering</institution>, <institution>School of Engineering and Design</institution>, <institution>Gear Research Center (FZG)</institution>, <institution>Technical University of Munich</institution>, <addr-line>Munich</addr-line>, <country>Germany</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/192442/overview">Dairene Uy</ext-link>, Shell, United States</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/194356/overview">Peter M. Lee</ext-link>, Southwest Research Institute (SwRI), United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1002889/overview">Swarn Jha</ext-link>, Texas A&#x26;M University, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Stefan Hofmann, <email>stefan.hs.hofmann@tum.de</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Engine and Automotive Engineering, a section of the journal Frontiers in Mechanical Engineering</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>9</volume>
<elocation-id>1128447</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Hofmann, Lohner and Stahl.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Hofmann, Lohner and Stahl</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>Lubricants with a functional water portion have demonstrated a drastic reduction in friction under elastohydrodynamic lubrication conditions. With water-containing polyalkylene glycols, superlubricity with coefficients of friction &#x3c;0.01 have been measured in model and gear contacts. In addition to the low friction, their calorimetric properties make them particularly interesting for application in electrified vehicles because the liquid can simultaneously serve as lubricant for the gearbox and coolant for the electric motors and the power electronics. In this study, the influence of water content between 8&#xa0;wt% and 40&#xa0;wt% of water-soluble polyalkylene glycols on friction and film thickness in elastohydrodynamically lubricated rolling-sliding contacts such as in gears and bearings is investigated. A polyalphaolefine oil is used as a reference. Friction has been measured on a ball-on-disk tribometer and film thickness on an optical tribometer. For a water content of 40&#xa0;wt%, superlubricity with coefficients of friction down to 0.004 are found. The decrease in friction is up to 95% compared to the polyalphaolefine reference. The measured film thickness decreases with increasing water content. For a water content of 8&#xa0;wt%, the film thickness is similar to that of the polyalphaolefine reference while at the same time friction is still reduced by 81%. Depending on the friction and film thickness requirements of a specific tribosystem, the water content of a water-containing polyalkylene glycol can be chosen accordingly.</p>
</abstract>
<kwd-group>
<kwd>aqueous lubrication</kwd>
<kwd>superlubricity</kwd>
<kwd>EHL</kwd>
<kwd>polyalkylene glycols</kwd>
<kwd>film thickness</kwd>
</kwd-group>
<contract-sponsor id="cn001">Bundesministerium f&#xfc;r Wirtschaft und Technologie<named-content content-type="fundref-id">10.13039/501100002765</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Reducing friction in powertrains is of primary importance in saving energy and reducing carbon emissions (<xref ref-type="bibr" rid="B13">Holmberg and Erdemir, 2017</xref>; <xref ref-type="bibr" rid="B31">Woydt, 2021</xref>). Additionally, the sustainability of the entire value chain of novel lubricants is increasingly important because resources are limited and their extraction is energy intensive. The value chain covers the entire lifetime of a product from production and operation to disposal or reuse. In this context, lubricants based on water, polyalkylene glycol or glycerol were investigated as environmentally friendly alternative to conventional lubricants (<xref ref-type="bibr" rid="B29">Voorst and Alam, 2000</xref>; <xref ref-type="bibr" rid="B4">Escobar, 2008</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>). Such lubricants are often referred to green lubricants (<xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>).</p>
<p>In battery electric vehicles (BEV) in particular, holistic powertrain designs with high efficiency are accompanied by low energy consumption and hence higher ranges or lower weights depending on the system design goals. <xref ref-type="bibr" rid="B19">Morhard et al. (2021)</xref> investigated the use of a single water-containing liquid for gearbox lubrication and cooling of motors and power electronics in a high rotational speed electric powertrain. The favorable calorimetric properties such as high specific heat capacity and thermal conductivity (<xref ref-type="bibr" rid="B23">Schmidt et al., 2006</xref>; <xref ref-type="bibr" rid="B22">Sagraloff et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Luther, 2021</xref>) make water-containing liquids suitable for a holistic thermal management in electrified powertrains. Nevertheless, there remain a number of outstanding challenges before such lubricants can be used in practice (<xref ref-type="bibr" rid="B20">Morhard et al., 2022</xref>). For example, water evaporation as well as corrosion and material incompatibilities have to be avoided.</p>
<p>The load-dependent power losses of gears or bearings are related to the friction in their elastohydrodynamically lubricated (EHL) rolling-sliding contacts. Especially in BEVs, the trend is towards higher rotational speed of the electric motors (<xref ref-type="bibr" rid="B24">Schweigert et al., 2020</xref>; <xref ref-type="bibr" rid="B19">Morhard et al., 2021</xref>), making load-dependent power losses arising from the gearbox become highly relevant. In addition to BEVs, the reduction of load-dependent power losses is also very important in industrial applications. The substitution of mineral oils with synthetic oils such as polyalphaolefines (PAO) or polyalkylene glycols (PAG) can already significantly reduce EHL friction (<xref ref-type="bibr" rid="B18">Mayer, 2013</xref>; <xref ref-type="bibr" rid="B35">Ziegltrum et al., 2017</xref>). The use of lubricants with very low kinematic viscosity makes possible a further reduction in friction, but at the expense of limited film thickness. This can shift lubrication regimes to mixed and boundary lubrication provoking surface wear.</p>
<p>Lubricants with a functional water portion can achieve superlubricity in rolling-sliding EHL contacts while at the same time being capable of lubricant film formation (<xref ref-type="bibr" rid="B34">Zhang et al., 2012</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>). Water-containing lubricants can be categorized as a subcategory of aqueous lubricants (<xref ref-type="bibr" rid="B27">Spencer, 2014</xref>; <xref ref-type="bibr" rid="B6">Ge et al., 2019</xref>; <xref ref-type="bibr" rid="B10">Han et al., 2022</xref>) with water portions of up to 90&#xa0;wt% (<xref ref-type="bibr" rid="B30">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B22">Sagraloff et al., 2019</xref>). In addition to water-soluble PAGs (<xref ref-type="bibr" rid="B34">Zhang et al., 2012</xref>; <xref ref-type="bibr" rid="B30">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B5">Ge et al., 2018</xref>; <xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>; <xref ref-type="bibr" rid="B32">Yilmaz et al., 2019b</xref>; <xref ref-type="bibr" rid="B16">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="B2">Burbank et al., 2020</xref>), glycerol (<xref ref-type="bibr" rid="B3">Cheng et al., 2013</xref>; <xref ref-type="bibr" rid="B14">Li et al., 2013</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>; <xref ref-type="bibr" rid="B28">Tamayo et al., 2022</xref>) is often used as a water-soluble liquid. For both base stocks, friction measurements in tribometers show coefficients of friction in the superlubricity regime with values &#x3c;0.01 (<xref ref-type="bibr" rid="B12">Hirano and Shinjo, 1990</xref>). For water-containing PAGs, <xref ref-type="bibr" rid="B33">Yilmaz et al. (2019a)</xref> observed only slightly lower film thickness than for PAOs, which was attributed to the higher density. No information on the water content was provided. <xref ref-type="bibr" rid="B32">Yilmaz et al. (2019b)</xref> also measured superlubricity in gears. <xref ref-type="bibr" rid="B25">Sedlmaier et al. (2020)</xref> conducted experiments on a BEV test rig with the lubricants investigated by <xref ref-type="bibr" rid="B33">Yilmaz et al. (2019a</xref>, <xref ref-type="bibr" rid="B32">b)</xref> and found a reduction of power losses of up to 74% compared to PAOs.</p>
<p>
<xref ref-type="bibr" rid="B8">Habchi et al. (2011)</xref> carried out numerical investigations on the influence of the water content of glycerol on friction and film thickness in EHL contacts. The results show reducing coefficients of fluid friction with increasing water content up to 40&#xa0;wt%, at which superlubricity was found for all considered operating conditions. However, the film thickness is shown to be approximately one order of magnitude lower for 40&#xa0;wt% water when compared to pure glycerol. A similar trend was observed in the experimental investigations of <xref ref-type="bibr" rid="B26">Shi et al. (2014)</xref> on a ball-on-disk tribometer with water-containing glycerol of up to 20&#xa0;wt% water. For higher water contents of up to 50&#xa0;wt%, limited film thickness lead to a transition from fluid film to mixed and boundary lubrication with strongly increasing coefficients of friction. Pressure-viscosity coefficients derived from film thickness measurements were found to decrease with increasing water content. <xref ref-type="bibr" rid="B30">Wang et al. (2016)</xref> investigated the influence of water content of water-soluble PAGs on a ball-on-disk tribometer subject to reciprocating motion. Coefficients of friction as low as 0.0023 were reported for 50&#xa0;wt% water. In the experimental studies of <xref ref-type="bibr" rid="B16">Liu et al. (2019)</xref>, water-containing PAGs with different molecular weights of PAG and water concentrations were investigated on a ball-on-disk tribometer, as previously used by <xref ref-type="bibr" rid="B30">Wang et al. (2016)</xref>. <xref ref-type="bibr" rid="B16">Liu et al. (2019)</xref> showed that the time to achieve stable superlubricity depends on the concentrations of PAG and water and that with increasing molecular weight, the threshold water concentration for reaching superlubricity increases. <xref ref-type="bibr" rid="B2">Burbank et al. (2020)</xref> conducted friction and film thickness measurements for water-containing PAGs on a ball-on-disk tribometer under rolling-sliding conditions. Superlubricity was found over a wide range of operating conditions. Almost no influence of the load on friction was observed in fluid film lubrication regime. <xref ref-type="bibr" rid="B28">Tamayo et al. (2022)</xref> conducted friction measurements with water-containing glycerol with 5&#xa0;wt% water and a combination of 5&#xa0;wt% water and additionally 30&#xa0;wt% glycol with glycerol as base stock. The lubricants were prepared so that they reached a comparable film thickness in boundary lubrication regime. Both lubricants reduced friction and mild wear compared to PAO.</p>
<p>The detailed mechanisms resulting in superlubricity with water-containing lubricants in EHL contacts are subject of research. A group of authors (<xref ref-type="bibr" rid="B14">Li et al., 2013</xref>; <xref ref-type="bibr" rid="B30">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B16">Liu et al., 2019</xref>) explained the superlubricity in fluid film lubrication regime as being due to surface interactions with water-containing PAGs resulting in the formation of unbonded layers of water with low shear resistance within the fluid film. <xref ref-type="bibr" rid="B5">Ge et al. (2018)</xref> proposed the formation of a stable tribofilm by water-containing PAGs, which allows a parallel orientation of fluid molecules within the fluid film. Also, after replacement of the water-containing PAG with a PAO, <xref ref-type="bibr" rid="B5">Ge et al. (2018)</xref> demonstrated superlubricity. It has also been shown that water-containing lubricants feature significantly lower pressure-viscosity coefficients when compared to conventional lubricants (<xref ref-type="bibr" rid="B23">Schmidt et al., 2006</xref>; <xref ref-type="bibr" rid="B34">Zhang et al., 2012</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>; <xref ref-type="bibr" rid="B28">Tamayo et al., 2022</xref>). Water exhibits nearly no dependency of kinematic viscosity on pressure (<xref ref-type="bibr" rid="B7">Gohar, 2001</xref>). Hence, the effective viscosity in the contact zone of EHL contacts might be significantly lower when compared to conventional oils. This can also be causal for low shear resistance and superlubricity (<xref ref-type="bibr" rid="B8">Habchi et al., 2011</xref>).</p>
<p>The literature review reveals a high level of research activity in the field of superlubricity in EHL contacts with water-containing lubricants. However, there is a lack of systematic investigations on the influence of the water content on friction and film thickness. Most studies (<xref ref-type="bibr" rid="B8">Habchi et al., 2011</xref>; <xref ref-type="bibr" rid="B14">Li et al., 2013</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>) have investigated the influence of the water content for a given PAG or glycerol. Hence, the viscosity differs by up to two orders of magnitude in comparison of the considered water-containing lubricants (<xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>). This study experimentally investigates the influence of the water content of PAGs on friction and film formation in EHL rolling-sliding contacts such as in gears and bearings. The kinematic viscosity of the considered water-containing PAGs (PAGW) is kept constant. The correlation of friction and film thickness is addressed. The results presented are an extended version of an abstract published at the 63rd German Tribology Conference (GfT), 26.&#x2212;28. September 2022, G&#xf6;ttingen, Germany.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<p>For friction measurements, a MTM2 ball-on-disk tribometer is used. Film thickness is determined using an optical EHL ball-on-disk tribometer. Polished surfaces are used so that the study is focused on fluid friction. The tribometers as well as the operating conditions, lubricants and experimental procedure are described.</p>
<sec id="s2-1">
<title>2.1 Ball-on-disk tribometer for friction measurement</title>
<p>Friction measurements are performed on the ball-on-disk tribometer MTM2 from PCS Instruments Ltd., London, United Kingdom. <xref ref-type="fig" rid="F1">Figure 1</xref> shows a schematic representation of the test chamber. The ball is loaded via a leaf spring so that it is pressed against the face of the disk. The ball and disk are driven independently, so that various rolling-sliding conditions can be adjusted. The frictional force in the EHL contact between the two specimens is measured by a load cell located at the driving shaft of the ball. In this study, a 3/4 inch diameter ball is paired with a disk. Both test specimens are made of 100Cr6 (AISI 52100) with polished surfaces. Tactile roughness measurements are performed transversally to the running track of the ball and disk and give a root mean square surface roughness of the ball of Rq<sub>1</sub> &#x3d; 10.5&#xa0;nm and a corresponding disk roughness of Rq<sub>2</sub> &#x3d; 9.0&#xa0;nm. As shown in <xref ref-type="sec" rid="s4-3">Section 4.3</xref>, this results in fluid film lubrication regime with fully separated surfaces for almost all of the operating conditions under consideration. The tests are conducted in a fully-flooded lubricant chamber. The lubricant temperature <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is controlled by heaters embedded in the pot of the test chamber and is measured in the lubricant sump next to the disk.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic representation of the mechanical layout of the MTM2 test chamber.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g001.tif"/>
</fig>
<p>For each friction curve, the slide-to-roll ratio <italic>SRR</italic> is varied from 0.0 (pure rolling) to 1.0&#xa0;at constant mean speed <italic>v<sub>m</sub>
</italic>. The <italic>SRR</italic> is defined as the ratio of sliding speed <italic>v<sub>g</sub>
</italic> to mean speed <italic>v<sub>m</sub>
</italic>
<disp-formula id="equ1">
<mml:math id="m2">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mfenced open="|" close="|" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>where the sliding speed <italic>v<sub>g</sub>
</italic> is the difference between the speed of the ball 1 and the speed of the disk 2. The mean speed <italic>v<sub>m</sub>
</italic> is the mean of the surface speed of ball 1 and disk 2:<disp-formula id="equ2">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>g</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ3">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>For the friction measurements, the &#x201c;unidirectional traction step&#x201d; of MTM2 software is used. Hence, the measured coefficients of friction correspond to the mean value for negative and positive <italic>SRR</italic>.</p>
</sec>
<sec id="s2-2">
<title>2.2 Optical EHL tribometer for film thickness measurement</title>
<p>EHL film thickness measurements are performed on an optical EHL tribometer using thin film colorimetric interferometry (<xref ref-type="bibr" rid="B11">Hartl et al., 1997</xref>). It is also a ball-on-disk tribometer. The EHL tribometer has been manufactured by Brno University of Technology (BUT) and has already been used in earlier studies with water-containing lubricants (<xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>). <xref ref-type="fig" rid="F2">Figure 2</xref> shows the schematic representation of the EHL tribometer. The following description is based mainly on the works of <xref ref-type="bibr" rid="B21">Omasta et al. (2018)</xref> and <xref ref-type="bibr" rid="B33">Yilmaz et al. (2019a)</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic representation of the mechanical layout of the optical EHL tribometer test chamber based on (<xref ref-type="bibr" rid="B21">Omasta et al., 2018</xref>; <xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>).</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g002.tif"/>
</fig>
<p>In the EHL tribometer a disk is loaded via a dead weight lever mechanism against a one inch diameter ball. The ball and disk are each individually driven by a speed-controlled electric motor to allow continuous variation of the speeds. In this study, the disk is made of sapphire and the ball of 100Cr6 (AISI 52100). The surfaces of both specimens are polished to achieve a surface roughness Ra &#x3c;0.01&#xa0;&#xb5;m. The mean speed <italic>v<sub>m</sub>
</italic>, sliding speed <italic>v<sub>g</sub>
</italic> and <italic>SRR</italic> are defined identically as for the MTM2 tribometer (see <xref ref-type="sec" rid="s2-1">Section 2.1</xref>). The ball rotates in a temperature-controlled lubricant reservoir, which supplies the contact between disk and ball. The lubricant temperature <inline-formula id="inf2">
<mml:math id="m5">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is measured by a thermocouple directly located in the inlet zone of the EHL contact.</p>
<p>For evaluation of EHL film thickness, the interference pattern within the contact is tracked by an industrial microscope and evaluated using thin film colorimetric interferometry. Details on the measurement principle can be found in references (<xref ref-type="bibr" rid="B11">Hartl et al., 1997</xref>; <xref ref-type="bibr" rid="B21">Omasta et al., 2018</xref>).</p>
</sec>
<sec id="s2-3">
<title>2.3 Lubricants</title>
<p>Three water-containing lubricants with different water content are considered. A polyalphaolefine oil is considered as a reference. All lubricants are of grade ISO VG 22. The water-containing lubricants are based on water-soluble PAGs. The constant viscosity grade is achieved by different PAG chain lengths. Furthermore, additives such as extreme-pressure, anti-wear, foam inhibitor, anti-freeze and corrosion protection are added. The water contents under consideration were determined by Karl-Fischer titration and are 8&#xa0;wt% for PAGW<sub>8</sub>
<sub>wt%</sub>, 20&#xa0;wt% for PAGW<sub>20</sub>
<sub>wt%</sub> and 40&#xa0;wt% for PAGW<sub>40</sub>
<sub>wt%</sub>. The water content of 8&#xa0;wt% represents an azeotropic state resulting from the hygroscopic properties of water-soluble PAGs. The maximum water content of 40&#xa0;wt% was chosen because literature shows very poor lubricant film formation capability for higher water content. The reference PAO-05 was also considered by <xref ref-type="bibr" rid="B33">Yilmaz et al. (2019a)</xref>. The properties of all investigated lubricants are listed in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Properties of the investigated lubricants (&#x2a;Kinematic viscosity at 100&#xa0;&#xb0;C extrapolated for water-containing lubricants).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">PAGW<sub>8wt%</sub>
</th>
<th align="left">PAGW<sub>20wt%</sub>
</th>
<th align="left">PAGW<sub>40wt%</sub>
</th>
<th align="left">PAO-05</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Kinematic viscosity <inline-formula id="inf3">
<mml:math id="m6">
<mml:mrow>
<mml:mi>&#x3bd;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in mm<sup>2</sup>/s</td>
<td align="left">23.34</td>
<td align="left">23.18</td>
<td align="left">20.38</td>
<td align="left">20.40</td>
</tr>
<tr>
<td align="left">Kinematic viscosity <inline-formula id="inf4">
<mml:math id="m7">
<mml:mrow>
<mml:mi>&#x3bd;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>100</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in mm<sup>2</sup>/s</td>
<td align="left">4.0</td>
<td align="left">4.3</td>
<td align="left">4.4</td>
<td align="left">5.0</td>
</tr>
<tr>
<td align="left">Density <inline-formula id="inf5">
<mml:math id="m8">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in kg/m&#xb3;</td>
<td align="left">1130</td>
<td align="left">1120</td>
<td align="left">1100</td>
<td align="left">840</td>
</tr>
<tr>
<td align="left">Water content in wt%</td>
<td align="left">8</td>
<td align="left">20</td>
<td align="left">40</td>
<td align="left">0</td>
</tr>
<tr>
<td align="left">Refractive index <italic>n</italic> at 20&#x00B0;C</td>
<td align="left">1.4524</td>
<td align="left">1.4400</td>
<td align="left">1.4148</td>
<td align="left">1.4585</td>
</tr>
<tr>
<td align="left">Base oil</td>
<td align="left">PAG</td>
<td align="left">PAG</td>
<td align="left">PAG</td>
<td align="left">PAO</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-4">
<title>2.4 Operating conditions</title>
<p>The speed and contact pressure are varied while maintaining a constant oil temperature of <inline-formula id="inf6">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xa0;&#xb0;C and are listed in <xref ref-type="table" rid="T2">Table 2</xref>. On the MTM2, mean speed <italic>v<sub>m</sub>
</italic> and slide-to-roll ratio <italic>SRR</italic> are varied for three Hertzian contact pressures <italic>p<sub>H</sub>
</italic>, while on the EHL tribometer only the mean speed <italic>v<sub>m</sub>
</italic> is varied under constant load and pure rolling conditions.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Operating conditions at MTM2 and EHL tribometer.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">MTM2 tribometer</th>
<th align="left">EHL tribometer</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Hertzian contact pressure <italic>p<sub>H</sub>
</italic> in N/mm<sup>2</sup>
</td>
<td align="left">800; 1000; 1200</td>
<td align="left">1200</td>
</tr>
<tr>
<td align="left">Mean speed <italic>v<sub>m</sub>
</italic> in m/s</td>
<td align="left">1.0&#x2026;2.5</td>
<td align="left">0.5&#x2026;2.0</td>
</tr>
<tr>
<td align="left">Slide-to-roll ratio <italic>SRR</italic>
</td>
<td align="left">0.0&#x2026;1.0</td>
<td align="left">0.0</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-5">
<title>2.5 Experimental procedure</title>
<p>On the MTM2 tribometer, for each mean speed under consideration, the system is heated up to <inline-formula id="inf7">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C under no-load and <italic>SRR</italic> &#x3d; 0.0 conditions to ensure a quasi-stationary temperature distribution. Then the load is applied and friction curves are recorded as a function of <italic>SRR</italic>. The first test sequence is conducted at a contact pressure of <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>. In doing so, the mean speed is stepwise decreased from <italic>v<sub>m</sub>
</italic> &#x3d; 2.5&#x2026;1.0&#xa0;m/s. The second and third test sequence are conducted at contact pressures of <italic>p<sub>H</sub>
</italic> &#x3d; 1000&#xa0;N/mm<sup>2</sup> and 800&#xa0;N/mm<sup>2</sup>. The coefficients of friction shown in <xref ref-type="sec" rid="s3">Section 3</xref> and <xref ref-type="sec" rid="s4">Section 4</xref> represent the mean value obtained for positive and negative <italic>SRR</italic> (see <xref ref-type="sec" rid="s2-1">Section 2.1</xref>). For material pairings with similar thermal effusivity, the kinematic conditions in terms of negative or positive <italic>SRR</italic> have a negligible effect on the coefficient of friction (<xref ref-type="bibr" rid="B15">Liu et al., 2020</xref>).</p>
<p>On the optical EHL tribometer, for each mean speed under consideration, the system is heated up to <inline-formula id="inf8">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C under no-load conditions to ensure a quasi-stationary temperature distribution. Then the load is applied and the lubricant film thickness measured while increasing the mean speed incrementally from <italic>v<sub>m</sub>
</italic> &#x3d; 0.5 to 2.0&#xa0;m/s. Each lubricant film thickness presented in <xref ref-type="sec" rid="s3">Section 3</xref> and <xref ref-type="sec" rid="s4">Section 4</xref> represents the mean arithmetic value of three single measurements. Evaluation of measurement repeatability gives a maximum deviation of 3.3&#xa0;nm for PAO-05, 12.6&#xa0;nm for PAGW<sub>8</sub>
<sub>wt%</sub>, 6.4&#xa0;nm for PAGW<sub>20</sub>
<sub>wt%</sub> and 7.7&#xa0;nm for PAGW<sub>40</sub>
<sub>wt%</sub>, respectively.</p>
<p>For water-containing lubricants, the evaporation of water needs to be prevented or controlled within specified limits to avoid a change in properties. The tribometer design and test procedure have a significant influence. For the water-containing lubricants PAGW<sub>8wt%</sub>, PAGW<sub>20wt%</sub> and PAGW<sub>40wt%</sub>, the high ratio of lubricant volume to free surface in combination with relatively long heating and conditioning periods in the optical EHL tribometer can cause water evaporation. The actual measurement of the film thickness only takes about 5&#xa0;minutes per lubricant. Therefore, the EHL tribometer is first calibrated and heated up with a flushing PAGW until the desired steady-state oil temperature has been achieved. Then a separate metallic vessel is heated up on a hotplate to the desired oil temperature and the water-containing lubricant is filled in. Due to the high thermal mass of the vessel, the small volume of lubricant (about 50&#xa0;ml) is heated up immediately. In the next step, the flushing PAGW in the EHL tribometer is removed and replaced by the fresh tempered PAGW. The test procedure is then started immediately to prevent evaporation. In contrast to the EHL tribometer, the MTM2 tribometer has a more closed design with much shorter heating periods and testing times. Therefore, no flushing lubricants were used. Note that, in addition to evaporation, water absorption can also occur depending on the temperature and relative humidity (<xref ref-type="bibr" rid="B34">Zhang et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Chen et al., 2013</xref>). For PAO-05, both the MTM2 and EHL tribometer are calibrated and heated up to the desired oil temperature without additional measures.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<p>The friction measurement results are presented in <xref ref-type="sec" rid="s3-1">Section 3.1</xref> and the film thickness measurement results are presented in <xref ref-type="sec" rid="s3-2">Section 3.2</xref>.</p>
<sec id="s3-1">
<title>3.1 Friction</title>
<p>Friction characteristic results for the considered lubricants are presented in <xref ref-type="sec" rid="s3-1-1">Section 3.1.1</xref>. The influence of contact pressure is presented in <xref ref-type="sec" rid="s3-1-2">Section 3.1.2</xref>, and that of mean speed in <xref ref-type="sec" rid="s3-1-3">Section 3.1.3</xref>.</p>
<sec id="s3-1-1">
<title>3.1.1 Characteristics</title>
<p>Three-dimensional friction maps with the coefficient of friction <italic>&#xb5;</italic> plotted against the mean speed <italic>v<sub>m</sub>
</italic> and slide-to-roll ratio <italic>SRR</italic> illustrate the results of the friction measurements. <xref ref-type="fig" rid="F3">Figure 3</xref> shows the friction maps for the reference oil PAO-05 and the three considered PAGWs at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <inline-formula id="inf9">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Friction maps in comparison of the investigated lubricants at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <inline-formula id="inf10">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g003.tif"/>
</fig>
<p>For PAO-05, the friction curves per mean speed present a typical trend known for EHL fluid friction with typical oils, e.g., (<xref ref-type="bibr" rid="B1">Bader et al., 2017</xref>; <xref ref-type="bibr" rid="B2">Burbank et al., 2020</xref>). For very low values of <italic>SRR</italic>, a linear (Newtonian) regime is observed. With increasing <italic>SRR</italic>, a non-linear (shear-thinning) regime occurs, in which the coefficient of friction increases digressively until a maximum of the coefficient of friction at <italic>&#xb5;<sub>max</sub>
</italic> <inline-formula id="inf11">
<mml:math id="m14">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.040 is reached for the higher mean speeds of <italic>v<sub>m</sub>
</italic> &#x3e; 1.5&#xa0;m/s. This plateau is generally referred to as the limiting shear stress. For even higher <italic>SRR</italic>, the coefficient of friction is governed by the thermal regime and is reduced due to increasing frictional heat and local contact temperature and hence effective viscosity within the contact. Note that the thermal regime is only achieved for higher mean speeds. For lower mean speeds, the coefficient of friction generally increases the higher the <italic>SRR</italic>. In this context, for the investigated Hertzian contact pressure of <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>, the coefficient of friction reaches a maximum of <italic>&#x3bc;</italic> <inline-formula id="inf12">
<mml:math id="m15">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.042&#xa0;at <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#xa0;m/s and <italic>SRR</italic> &#x3d; 1.0.</p>
<p>For PAGW<sub>8wt%</sub>, the coefficient of friction first increases linearly with <italic>SRR</italic>, followed by a non-linear increase at higher <italic>SRR</italic>. For PAGW<sub>20wt%</sub> and PAGW<sub>40wt%</sub>, the coefficient of friction increases linearly with <italic>SRR</italic>, which was also found by <xref ref-type="bibr" rid="B2">Burbank et al. (2020)</xref> and <xref ref-type="bibr" rid="B8">Habchi et al. (2011)</xref>.</p>
<p>The maximum coefficient of friction <italic>&#xb5;<sub>max</sub>
</italic> decreases from <inline-formula id="inf13">
<mml:math id="m16">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.013 for PAGW<sub>8wt%</sub> to <inline-formula id="inf14">
<mml:math id="m17">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.007 for PAGW<sub>20wt%</sub> to <inline-formula id="inf15">
<mml:math id="m18">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.004 for PAGW<sub>40wt%</sub> and is always observed at the highest investigated <italic>SRR</italic> value of 1.0. Hence, a higher water content results in a significant reduction in friction at constant kinematic viscosity at the oil temperature under consideration. Except for PAGW<sub>8wt%</sub> at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <italic>SRR</italic> &#x3e; 0.5, superlubricity is achieved for all investigated operating conditions. The friction maps for all investigated mean speeds and loads can be found in the <xref ref-type="sec" rid="s11">Supplementary Material</xref>.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Influence of contact pressure</title>
<p>The influence of contact pressure is discussed for a mean speed of <italic>v<sub>m</sub>
</italic> &#x3d; 1.5&#xa0;m/s. The friction maps for all investigated mean speeds and loads can be found in the <xref ref-type="sec" rid="s11">Supplementary Material</xref>. <xref ref-type="fig" rid="F4">Figure 4</xref> shows the coefficient of friction plotted against SRR for the investigated lubricants for <italic>p<sub>H</sub>
</italic> &#x3d; {800; 1000; 1200} N/mm<sup>2</sup> at <italic>v<sub>m</sub>
</italic> &#x3d; 1.5&#xa0;m/s and <inline-formula id="inf16">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Friction curves for varying contact pressures of <italic>p<sub>H</sub>
</italic> &#x3d; {800; 1000; 1200} N/mm<sup>2</sup> at <italic>v<sub>m</sub>
</italic> &#x3d; 1.5&#xa0;m/s and <inline-formula id="inf17">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">O</mml:mi>
<mml:mi mathvariant="italic">i</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C in comparison of the investigated lubricants.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g004.tif"/>
</fig>
<p>For PAO-05, the coefficient of friction decreases with decreasing contact pressure and the profile of the friction curves changes. For <italic>p<sub>H</sub>
</italic> &#x3d; {800; 1000} N/mm<sup>2</sup>, a degressively increase with no noticeable thermal regime is observed at the mean speed under consideration. For <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>, thermal effects are dominant at high <italic>SRR</italic> values. For PAGW<sub>8wt%</sub> and PAGW<sub>20wt%</sub>, the coefficient of friction decreases with decreasing contact pressure, while for PAGW<sub>40wt%</sub> there is no observable influence of the contact pressure on friction. A reversed test sequence compared to <xref ref-type="sec" rid="s2-5">Section 2.5</xref>, starting at <italic>p<sub>H</sub>
</italic> &#x3d; 800&#xa0;N/mm<sup>2</sup>, confirmed negligible pressure influence for PAGW<sub>40wt%</sub>. The investigations by <xref ref-type="bibr" rid="B2">Burbank et al. (2020)</xref> with water-containing PAGs also show almost no influence of load on the measured coefficient of friction. It can be seen that for PAGW<sub>8wt%</sub> the profile of the friction curves changes with contact pressure. While for <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> a degressively increase over <italic>SRR</italic> is observed, a nearly linear increase for <italic>p<sub>H</sub>
</italic> &#x3d; {800; 1000} N/mm<sup>2</sup> is observed both for PAGW<sub>20wt%</sub> and PAGW<sub>40wt%</sub>. Except for PAGW<sub>8wt%</sub> at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <italic>SRR</italic> &#x3e; 0.5, superlubricity is achieved for all of the investigated operating conditions.</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Influence of mean speed</title>
<p>The influence of mean speed is presented for a contact pressure of <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>. <xref ref-type="fig" rid="F5">Figure 5</xref> shows the coefficient of friction plotted against <italic>SRR</italic> for the investigated lubricants for <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#x2026;2.5 m/s at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <inline-formula id="inf18">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Friction curves for varying mean speeds of <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#x2026;2.5 m/s at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <inline-formula id="inf19">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">O</mml:mi>
<mml:mi mathvariant="italic">i</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C in comparison of the investigated lubricants.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g005.tif"/>
</fig>
<p>For PAO-05, the coefficient of friction reduces with increasing mean speed in the thermal regime at high <italic>SRR</italic>. For PAGW<sub>8wt%</sub>, the coefficient of friction reduces only slightly with increasing mean speed, with the maximum difference being in the range of <inline-formula id="inf20">
<mml:math id="m23">
<mml:mrow>
<mml:mo>&#x2206;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>
<italic>&#xb5;</italic> <inline-formula id="inf21">
<mml:math id="m24">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.001. For PAGW<sub>20wt%</sub> and PAGW<sub>40wt%</sub>, the influence of the mean speed is negligible.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Film thickness</title>
<p>
<xref ref-type="fig" rid="F6">Figure 6</xref> shows the measured central film thickness <italic>h<sub>c</sub>
</italic> plotted against the mean speed <italic>v<sub>m</sub>
</italic> for the investigated lubricants at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <inline-formula id="inf22">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C for pure rolling conditions (<italic>SRR</italic> &#x3d; 0.0). The measured film thickness is plotted in double-logarithmic scale.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Central film thickness <italic>h<sub>c</sub>
</italic> plotted as a function of mean speed <italic>v<sub>m</sub>
</italic> at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> and <inline-formula id="inf23">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C in comparison of the investigated lubricants.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g006.tif"/>
</fig>
<p>For all investigated lubricants, the central film thickness increases nearly linear when plotted against the mean speed in double-logarithmic scale. All lubricants are capable of forming a lubricant film. This was also observed by <xref ref-type="bibr" rid="B33">Yilmaz et al. (2019a)</xref> for water-containing PAGs and for water-containing glycerol by <xref ref-type="bibr" rid="B26">Shi et al. (2014)</xref>. The film thickness decreases the higher the water content. Thus, PAGW<sub>8wt%</sub> shows the maximum and PAGW<sub>40wt%</sub> the minimum central film thickness. The reference oil PAO-05 exhibits only a slightly higher central film thickness than the water-containing lubricant PAGW<sub>8wt%</sub>. <xref ref-type="fig" rid="F7">Figure 7</xref> shows typical measured interferograms for <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>, <italic>v<sub>m</sub>
</italic> &#x3d; 2.0&#xa0;m/s and <inline-formula id="inf24">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Interferograms for <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>, <italic>v<sub>m</sub>
</italic> &#x3d; 2.0&#xa0;m/s and <inline-formula id="inf25">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 40&#xb0;C in comparison of the investigated lubricants.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g007.tif"/>
</fig>
<p>All interferograms exhibit the typical film thickness distribution known for EHL point contacts. The central film thickness <italic>h<sub>c</sub>
</italic> is located in the middle of the contact, which is surrounded by a horse-shoe shape constriction of minimum film thickness. Note that each interferogram has its own color bar as the interference pattern depends on the refractive index of the lubricants. Thereby, the refractive index reduces the higher the water content (see <xref ref-type="table" rid="T1">Table 1</xref>) as also shown by <xref ref-type="bibr" rid="B26">Shi et al. (2014)</xref> for water-containing glycerol.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>In the following section, the results from <xref ref-type="sec" rid="s3">Section 3</xref> are discussed in terms of the potential for friction reduction and film formation capability of the investigated water-containing PAGs.</p>
<sec id="s4-1">
<title>4.1 Friction reduction and lubrication mechanism</title>
<p>The experimental results of <xref ref-type="sec" rid="s3-1">Section 3.1</xref> clearly show the potential of EHL friction reduction with PAGWs. For evaluation, a mean coefficient of friction <inline-formula id="inf26">
<mml:math id="m29">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> was calculated for each measured friction map. First, the mean coefficient of friction is evaluated for each friction curve at constant mean speed <italic>v<sub>m</sub>
</italic>:<disp-formula id="equ4">
<mml:math id="m30">
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#xb5;</mml:mo>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.0</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.0</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mi>&#xb5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>R</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Second, the mean values <inline-formula id="inf27">
<mml:math id="m31">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> are averaged for all seven considered mean speeds:<disp-formula id="equ5">
<mml:math id="m32">
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#xb5;</mml:mo>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>7</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#xb5;</mml:mo>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mo>&#x2026;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:mover accent="true">
<mml:mi>&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>2.5</mml:mn>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>
<xref ref-type="fig" rid="F8">Figure 8</xref> shows the calculated mean coefficients of friction <inline-formula id="inf28">
<mml:math id="m33">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> for each contact pressure in comparison of the lubricants under consideration.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Evaluated mean coefficient of friction <inline-formula id="inf29">
<mml:math id="m34">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="italic">&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> for each contact pressure in comparison of the investigated lubricants.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g008.tif"/>
</fig>
<p>For all PAGWs, a drastic reduction in the evaluated mean coefficient of friction <inline-formula id="inf30">
<mml:math id="m35">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> in comparison to PAO-05 is observed. For PAGW<sub>8wt%</sub> with the lowest water content, a mean friction reduction of between 73% and 81% is observed. For PAGW<sub>20wt%</sub> and PAGW<sub>40wt%</sub> with higher water content an even more pronounced reduction of maximum 91% and 95% is found, whereby there is no linear trend in friction reduction with increasing water content. The contact pressure exhibits only a subordinate influence on friction reduction with PAGWs.</p>
<p>The experimental results in <xref ref-type="sec" rid="s3-1">Section 3.1</xref> also show that the characteristics of friction curves with PAGWs differ strongly from the ones with PAO-05. The coefficient of friction increases slightly degressively for PAGW<sub>8wt%</sub> and almost linearly as a function of <italic>SRR</italic> for PAGW<sub>20wt%</sub> and PAGW<sub>40wt%</sub>, as reported in literature (<xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>; <xref ref-type="bibr" rid="B2">Burbank et al., 2020</xref>). <xref ref-type="bibr" rid="B33">Yilmaz et al. (2019a)</xref> found steadily increasing coefficients of friction with slip ratio on a twin-disk tribometer. Flattening of the friction curves at higher speeds was attributed to the thermal effects of bulk heating.</p>
<p>The literature review in <xref ref-type="sec" rid="s1">Section 1</xref> shows that the low friction of water-containing lubricants is mainly attributed to layers that shear easily in the lubricant film or to low effective contact viscosity due to small pressure-viscosity coefficients. The low frictional heating within the contact for the considered PAGWs can explain the almost negligible thermal regime under the considered operating conditions. The effective contact viscosity of the PAGWs is related to the derived pressure-viscosity coefficients (see <xref ref-type="sec" rid="s4-2">Section 4.2</xref>), which are significantly lower than those of PAO-05. The lower effective viscosity results in lower shear stress and hence lower friction. Consequently, the influence of speed and contact pressure becomes less dominant the higher the water content. The study clearly shows the strong influence of the water content on friction for similar kinematic viscosity. The underlying mechanisms resulting in superlubricity cannot be finally declared.</p>
</sec>
<sec id="s4-2">
<title>4.2 Film formation capability</title>
<p>The experimental results of <xref ref-type="sec" rid="s3-2">Section 3.2</xref> clearly demonstrate the ability of water-containing PAGs for lubricant film formation. For evaluation, <xref ref-type="fig" rid="F9">Figure 9</xref> shows the mean central film thickness <inline-formula id="inf31">
<mml:math id="m36">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> evaluated for each lubricant averaged over all considered mean speeds. While <inline-formula id="inf32">
<mml:math id="m37">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> for PAGW<sub>8wt%</sub> is only 8% lower than for PAO-05, <inline-formula id="inf33">
<mml:math id="m38">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is reduced by 37% for PAGW<sub>20%</sub> and 56% for PAGW<sub>40wt%</sub>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Mean central film thickness <inline-formula id="inf34">
<mml:math id="m39">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi mathvariant="italic">h</mml:mi>
<mml:mi mathvariant="italic">c</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> in comparison of the investigated lubricants.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g009.tif"/>
</fig>
<p>The measured EHL film thickness under pure rolling conditions discussed in <xref ref-type="sec" rid="s3-2">Section 3.2</xref> allows a backwards calculation of the pressure-viscosity coefficient <inline-formula id="inf35">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> for the investigated lubricants. In doing so, the Hamrock and Dowson equation (<xref ref-type="bibr" rid="B9">Hamrock and Dowson, 1976</xref>) for central film thickness in EHL point contacts is used:<disp-formula id="equ6">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.69</mml:mn>
<mml:mo>&#x2219;</mml:mo>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mn>0.53</mml:mn>
</mml:msup>
<mml:mo>&#x2219;</mml:mo>
<mml:msup>
<mml:mi>U</mml:mi>
<mml:mn>0.67</mml:mn>
</mml:msup>
<mml:mo>&#x2219;</mml:mo>
<mml:msup>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.067</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.61</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.73</mml:mn>
<mml:mi>k</mml:mi>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula> with</p>
<p>
<inline-formula id="inf36">
<mml:math id="m42">
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.03</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>0.64</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf37">
<mml:math id="m43">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> for circular point contacts.</p>
<p>The dimensionless parameters for material (G), speed (U) and load (W) are given by<disp-formula id="equ7">
<mml:math id="m44">
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x2219;</mml:mo>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#xb4;</mml:mo>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ8">
<mml:math id="m45">
<mml:mrow>
<mml:mi>U</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2219;</mml:mo>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#xb4;</mml:mo>
</mml:msup>
<mml:mo>&#x2219;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ9">
<mml:math id="m46">
<mml:mrow>
<mml:mi>W</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#xb4;</mml:mo>
</mml:msup>
<mml:mo>&#x2219;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>As all parameters for G, U and W except <inline-formula id="inf38">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are known, the film thickness equation can be solved for <inline-formula id="inf39">
<mml:math id="m48">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The calculation is based on the exponential curve fits of all measurement points per lubricant in <xref ref-type="fig" rid="F6">Figure 6</xref>, see also (<xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>). <xref ref-type="table" rid="T3">Table 3</xref> shows the derived pressure-viscosity coefficients <inline-formula id="inf40">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> for the investigated lubricants.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Derived pressure-viscosity coefficients.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">PAGW<sub>8wt%</sub>
</th>
<th align="left">PAGW<sub>20wt%</sub>
</th>
<th align="left">PAGW<sub>40wt%</sub>
</th>
<th align="left">PAO-05</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<inline-formula id="inf41">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in 1/GPa</td>
<td align="left">5.9</td>
<td align="left">4.1</td>
<td align="left">3.0</td>
<td align="left">12.2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For the water-containing PAGs, <inline-formula id="inf42">
<mml:math id="m51">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> decreases from 5.9 1/GPa for PAGW<sub>8wt%</sub> to 4.1 1/GPa for PAGW<sub>20wt%</sub> to 3.0 1/GPa for PAGW<sub>40wt%</sub>. Besides water content, also the different PAG chain lengths of the water-containing PAGs influence the pressure-viscosity coefficient. The lower the pressure-viscosity coefficient, the lower is the EHL film thickness, which shifts the transition from fluid film to mixed lubrication to lower speeds, depending on the surface roughness. The reference oil PAO-05 shows <inline-formula id="inf43">
<mml:math id="m52">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 12.2 1/GPa. The calculated pressure-viscosity coefficients of all considered PAGWs are generally in the range reported in literature (<xref ref-type="bibr" rid="B23">Schmidt et al., 2006</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>; <xref ref-type="bibr" rid="B33">Yilmaz et al., 2019a</xref>).</p>
<p>The pressure-viscosity coefficient of PAO-05 is approximately twice that of PAGW<sub>8wt%</sub>. However, the central film thickness is only slightly higher (see <xref ref-type="fig" rid="F10">Figure 10</xref>). This can be attributed to the higher density (approx. &#x2b; 35 %) of PAGWs compared to PAO-05, which supports film formation, because the speed parameter U depends on the dynamic viscosity. Considering the reduction in the mean coefficient of friction of PAGW<sub>8wt%</sub> by 81% compared to PAO-05 (see <xref ref-type="fig" rid="F8">Figure 8</xref>), this is an interesting aspect in respect of EHL contact design.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Mean coefficient of friction <inline-formula id="inf44">
<mml:math id="m53">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="italic">&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> (1&#xa0;m/s) over calculated minimum film thickness <italic>h<sub>m</sub>
</italic> at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> for the considered PAGWs.</p>
</caption>
<graphic xlink:href="fmech-09-1128447-g010.tif"/>
</fig>
</sec>
<sec id="s4-3">
<title>4.3 Lubrication regime</title>
<p>The derived pressure-viscosity coefficients <inline-formula id="inf45">
<mml:math id="m54">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mrow>
<mml:mn>40</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> allow the calculation of EHL minimum and central film thicknesses for the friction measurements performed on the MTM tribometer. Considering the optical EHL tribometer, mixed lubrication can be directly excluded by the measured interferograms. The lubrication regime can be estimated by the relative film thickness <inline-formula id="inf46">
<mml:math id="m55">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="italic">r</mml:mi>
<mml:mi mathvariant="italic">e</mml:mi>
<mml:mi mathvariant="italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
<disp-formula id="equ10">
<mml:math id="m56">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>with <italic>h<sub>m</sub>
</italic> calculated according to <xref ref-type="bibr" rid="B9">Hamrock and Dowson (1976)</xref>. For <inline-formula id="inf47">
<mml:math id="m57">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3e; 3, fluid film lubrication can be assumed. As the film thickness is lowest for the lowest mean speed, the investigated value of <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#xa0;m/s on the MTM2 tribometer is considered. <xref ref-type="table" rid="T4">Table 4</xref> shows the calculated central (<italic>h<sub>c</sub>
</italic>) and minimum film thickness <italic>h<sub>m</sub>
</italic> as well as <inline-formula id="inf48">
<mml:math id="m58">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#xa0;m/s and <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>. The lowest film thickness is calculated for PAGW<sub>40wt%</sub> with <inline-formula id="inf49">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> &#x3d; 2.6, which is only slightly lower than the threshold for fluid film lubrication. Hence, the measured friction curves represent mainly the fluid friction in fluid film lubrication.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Calculated central, minimum and relative film thickness at <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#xa0;m/s and <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="left">PAGW<sub>8wt%</sub>
</th>
<th align="left">PAGW<sub>20wt%</sub>
</th>
<th align="left">PAGW<sub>40wt%</sub>
</th>
<th align="left">PAO-05</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>h<sub>c</sub>
</italic> in nm</td>
<td align="left">94.7</td>
<td align="left">77.3</td>
<td align="left">59.3</td>
<td align="left">104.3</td>
</tr>
<tr>
<td align="left">
<italic>h<sub>m</sub>
</italic> in nm</td>
<td align="left">56.8</td>
<td align="left">47.0</td>
<td align="left">36.5</td>
<td align="left">60.5</td>
</tr>
<tr>
<td align="left">
<inline-formula id="inf50">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="left">4.1</td>
<td align="left">3.4</td>
<td align="left">2.6</td>
<td align="left">4.4</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-4">
<title>4.4 Trade-off between friction and film thickness</title>
<p>EHL friction and film thickness are strongly influenced by the water content of PAGWs. As a summary of the results, <xref ref-type="fig" rid="F10">Figure 10</xref> shows the mean coefficient of friction <inline-formula id="inf51">
<mml:math id="m61">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> (1&#xa0;m/s) as a function of the calculated minimum film thickness <italic>h<sub>m</sub>
</italic> at a mean speed <italic>v<sub>m</sub>
</italic> &#x3d; 1.0&#xa0;m/s and contact pressure <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup>. The lowest coefficient of friction is associated with the lowest minimum film thickness. Thus, low water content in PAGWs results in higher lubricant film thickness but also higher friction and vice versa. However, superlubricity is achieved even for PAGW<sub>8wt%</sub>. Depending on the friction, film thickness and cooling requirements of a specific tribosystem, the water content of PAGWs can be chosen accordingly. If a given tribosystem operates at low speed and features a high surface roughness, the water content can be chosen low to support elastohydrodynamic lubricant film formation and to avoid wear. If a given tribosystem operates at higher speed and features a low surface roughness, the water content can be chosen high to use the full potential of friction reduction. Note, that the friction results correspond to the fluid film lubrication regime (see <xref ref-type="sec" rid="s4-3">Section 4.3</xref>). The friction results for boundary and mixed lubrication might be considerably different.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>Elastohydrodynamic fluid friction and film thickness were measured in rolling-sliding contacts using ball-on-disk tribometers to investigate the influence of the water content of water-containing PAGs. All lubricants including a reference PAO were of the same viscosity grade. The main conclusions can be summarized as follows.<list list-type="simple">
<list-item>
<p>1) The friction of water-containing PAGs is very low for all investigated water contents. Compared to the reference PAO, mean maximum friction reductions of 81%, 91% and 95% are found for water contents of 8&#xa0;wt%, 20&#xa0;wt% and 40&#xa0;wt% respectively.</p>
</list-item>
<list-item>
<p>2) With increasing water content, the coefficient of friction decreases. For water contents of 20&#xa0;wt% and 40&#xa0;wt%, superlubricity is achieved for all considered operating conditions with maximum coefficients of friction at <italic>p<sub>H</sub>
</italic> &#x3d; 1200&#xa0;N/mm<sup>2</sup> of <inline-formula id="inf52">
<mml:math id="m62">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.007 and <inline-formula id="inf53">
<mml:math id="m63">
<mml:mrow>
<mml:mo>&#x2248;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 0.004.</p>
</list-item>
<list-item>
<p>3) The characteristic of friction curves of water-containing PAGs differs from the reference PAO. An almost linear increase over the slide-to-roll ratio with negligible influence of contact pressure, speed and thermal effects is found.</p>
</list-item>
<list-item>
<p>
<email>4)</email> All investigated water-containing PAGs are capable of lubricant film formation. The central film thickness decreases with increasing water content. Compared to the reference PAO, mean central film thickness reductions of 8%, 37% and 56% are found for water contents of 8&#xa0;wt%, 20&#xa0;wt% and 40&#xa0;wt% respectively.</p>
</list-item>
<list-item>
<p>5) Although the pressure-viscosity coefficient of the reference PAO is approximate twice that of the water-containing PAG with 8&#xa0;wt% water content, the central film thickness is similar. This can be attributed to the higher density of water-containing PAGs.</p>
</list-item>
<list-item>
<p>6) The water content of water-containing PAGs can be chosen dependent on the friction, film thickness and cooling requirements of a specific tribosystem.</p>
</list-item>
</list>
</p>
<p>In addition to the great potential of water-containing PAGs for elastohydrodynamic friction reduction with good lubricant film formation capability, their calorimetric properties are very promising, e.g., for a holistic thermal management in electrified vehicles. Nevertheless, water can evaporate and change the properties of the water-containing PAGs. Hence, the water content has to be kept within specified limits, which will be investigated in a subsequent study. Further research may also focus on understanding the lubrication mechanisms of water-containing PAGs in more detail, e.g., by the use of molecular dynamic simulations.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>SH prepared the methodology, conducted the investigations and wrote the manuscript. TL reviewed and supervised the study and participated together with KS the scientific discussion. All authors proofread the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>The presented results are based on the research project CHEPHREN (03EN4005A) supported by the Federal Ministry for Economic Affairs and Climate Action (BMWK) and supervised by Project Management J&#xfc;lich (PtJ).</p>
</sec>
<ack>
<p>The authors would like to thank for the sponsorship and support received from BMWK and PtJ.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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 id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmech.2023.1128447/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmech.2023.1128447/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<sec id="s12">
<title>Abbreviations</title>
<p>EHL, Elastohydrodynamic lubrication; PAO, Polyalphaolefine; PAG, Polyalkylene glycol; PAGW, Water-containing polyalkylene glycol; BUT, Brno University of Technology; ISO, International Standard Organization; VG, Viscosity grade; BEV, Battery electric vehicle.</p>
</sec>
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<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>Y. C.</given-names>
</name>
<name>
<surname>Bj&#xf6;rling</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Prakash</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>EHL properties of polyalkylene glycols and their aqueous solutions</article-title>. <source>Tribology Letters</source>. <volume>45</volume>, <fpage>379</fpage>&#x2013;<lpage>385</lpage>. <pub-id pub-id-type="doi">10.1007/s11249-011-9883-6</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ziegltrum</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Stahl</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Lohner</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>TEHL Simulation on the Influence of Lubricants on load-dependent gear losses</article-title>. <source>Tribology International</source>. <volume>111</volume>, <fpage>252</fpage>&#x2013;<lpage>261</lpage>. <pub-id pub-id-type="doi">10.1016/j.triboint.2016.12.018</pub-id>
</citation>
</ref>
</ref-list>
<sec id="s13">
<title>Nomenclature</title>
<def-list>
<def-item>
<term id="G1-fmech.2023.1128447">
<bold>Parameter</bold>
</term>
<def>
<p>
<bold>Unit Description</bold>
</p>
</def>
</def-item>
<def-item>
<term id="G2-fmech.2023.1128447">
<inline-formula id="inf54">
<mml:math id="m64">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mi mathvariant="bold-italic">p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>1/GPa Pressure-viscosity coefficient</p>
</def>
</def-item>
<def-item>
<term id="G3-fmech.2023.1128447">
<inline-formula id="inf55">
<mml:math id="m65">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="bold-italic">E</mml:mi>
<mml:mo>&#xb4;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>N/mm<sup>2</sup> Reduced Young&#xb4;s modulus</p>
</def>
</def-item>
<def-item>
<term id="G4-fmech.2023.1128447">
<inline-formula id="inf56">
<mml:math id="m66">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">h</mml:mi>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>nm Central film thickness</p>
</def>
</def-item>
<def-item>
<term id="G5-fmech.2023.1128447">
<inline-formula id="inf57">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">h</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mi mathvariant="bold-italic">c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>nm Mean central film thickness</p>
</def>
</def-item>
<def-item>
<term id="G6-fmech.2023.1128447">
<inline-formula id="inf58">
<mml:math id="m68">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">h</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>nm Minimum film thickness</p>
</def>
</def-item>
<def-item>
<term id="G7-fmech.2023.1128447">
<inline-formula id="inf59">
<mml:math id="m69">
<mml:mrow>
<mml:mi mathvariant="bold-italic">G</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Material parameter</p>
</def>
</def-item>
<def-item>
<term id="G8-fmech.2023.1128447">
<inline-formula id="inf60">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">p</mml:mi>
<mml:mi mathvariant="bold-italic">H</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>N/mm<sup>2</sup> Hertzian pressure</p>
</def>
</def-item>
<def-item>
<term id="G9-fmech.2023.1128447">
<inline-formula id="inf61">
<mml:math id="m71">
<mml:mrow>
<mml:mi mathvariant="bold-italic">k</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Ellipticity ratio</p>
</def>
</def-item>
<def-item>
<term id="G22-fmech.2023.1128447">
<inline-formula id="inf100">
<mml:math id="m100">
<mml:mrow>
<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Refractive index</p>
</def>
</def-item>
<def-item>
<term id="G10-fmech.2023.1128447">
<inline-formula id="inf62">
<mml:math id="m72">
<mml:mrow>
<mml:mi mathvariant="bold-italic">R</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>mm Reduced radius of curvature</p>
</def>
</def-item>
<def-item>
<term id="G11-fmech.2023.1128447">
<inline-formula id="inf63">
<mml:math id="m73">
<mml:mrow>
<mml:mi mathvariant="bold-italic">R</mml:mi>
<mml:mi mathvariant="bold-italic">a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>&#xb5;m Arithmetic surface roughness</p>
</def>
</def-item>
<def-item>
<term id="G23-fmech.2023.1128447">
<inline-formula id="inf101">
<mml:math id="m101">
<mml:mrow>
<mml:mi mathvariant="bold-italic">R</mml:mi>
<mml:mi mathvariant="bold-italic">q</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>&#xb5;m Root mean square surface roughness</p>
</def>
</def-item>
<def-item>
<term id="G12-fmech.2023.1128447">
<italic>SRR</italic>
</term>
<def>
<p>- Slide-to-roll ratio</p>
</def>
</def-item>
<def-item>
<term id="G13-fmech.2023.1128447">
<inline-formula id="inf64">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>m/s Mean speed</p>
</def>
</def-item>
<def-item>
<term id="G14-fmech.2023.1128447">
<inline-formula id="inf65">
<mml:math id="m75">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>m/s Sliding speed</p>
</def>
</def-item>
<def-item>
<term id="G15-fmech.2023.1128447">
<inline-formula id="inf66">
<mml:math id="m76">
<mml:mrow>
<mml:mi mathvariant="bold-italic">U</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Speed parameter</p>
</def>
</def-item>
<def-item>
<term id="G16-fmech.2023.1128447">
<inline-formula id="inf67">
<mml:math id="m77">
<mml:mrow>
<mml:mi mathvariant="bold-italic">W</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Load parameter</p>
</def>
</def-item>
<def-item>
<term id="G17-fmech.2023.1128447">
<inline-formula id="inf68">
<mml:math id="m78">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3d1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">O</mml:mi>
<mml:mi mathvariant="bold-italic">i</mml:mi>
<mml:mi mathvariant="bold-italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>&#xb0;C Oil temperature</p>
</def>
</def-item>
<def-item>
<term id="G18-fmech.2023.1128447">
<inline-formula id="inf69">
<mml:math id="m79">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3bb;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">r</mml:mi>
<mml:mi mathvariant="bold-italic">e</mml:mi>
<mml:mi mathvariant="bold-italic">l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Relative film thickness</p>
</def>
</def-item>
<def-item>
<term id="G19-fmech.2023.1128447">
<inline-formula id="inf70">
<mml:math id="m80">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#xb5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Coefficient of friction</p>
</def>
</def-item>
<def-item>
<term id="G20-fmech.2023.1128447">
<inline-formula id="inf71">
<mml:math id="m81">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">&#xb5;</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Mean coefficient of friction</p>
</def>
</def-item>
<def-item>
<term id="G21-fmech.2023.1128447">
<inline-formula id="inf72">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3bc;</mml:mi>
<mml:mi mathvariant="bold-italic">max</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</term>
<def>
<p>- Maximum coefficient of friction</p>
</def>
</def-item>
</def-list>
</sec>
</back>
</article>