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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">810847</article-id>
<article-id pub-id-type="doi">10.3389/fmech.2022.810847</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>Effect of Graphene Nanoplatelets on Tribological Properties of Bacterial Cellulose/Polyolester Oil Bio-Lubricant</article-title>
<alt-title alt-title-type="left-running-head">Fuadi et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Bacterial Cellulose/Polyolester Bio-Lubricant</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fuadi</surname>
<given-names>Zahrul</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1375602/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rahmadiawan</surname>
<given-names>Dieter</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1548666/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kurniawan</surname>
<given-names>Rudi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mulana</surname>
<given-names>Farid</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1549566/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Abral</surname>
<given-names>Hairul</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nasruddin</surname>
<given-names>Nasruddin</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1548391/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Khalid</surname>
<given-names>Mohammad</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/740368/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Mechanical and Industrial Engineering</institution>, <institution>Universitas Syiah Kuala</institution>, <addr-line>Banda Aceh</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Mechanical Engineering, Faculty of Engineering, Universitas Negeri Padang</institution>, <addr-line>Padang</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Chemical Engineering</institution>, <institution>Universitas Syiah Kuala</institution>, <addr-line>Banda Aceh</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Mechanical Engineering</institution>, <institution>Andalas University</institution>, <addr-line>Padang</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Mechanical Engineering</institution>, <institution>Universitas Indonesia</institution>, <addr-line>Jakarta</addr-line>, <country>Indonesia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Graphene and Advanced 2D Materials Research Group (GAMRG)</institution>, <institution>School of Engineering and Technology</institution>, <institution>Sunway University</institution>, <addr-line>Bandar Sunway</addr-line>, <country>Malaysia</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/1284829/overview">Nurin Wahidah Mohd Zulkifli</ext-link>, University of Malaya, Malaysia</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/1317014/overview">Jitendra Kumar Katiyar</ext-link>, SRM Institute of Science and Technology, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1048469/overview">T V V L N Rao</ext-link>, Madanapalle Institute of Technology &#x26; Science (MITS), India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Zahrul Fuadi, <email>zahrul.fuadi@unsyiah.ac.id</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Tribology, a section of the journal Frontiers in Mechanical Engineering</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>8</volume>
<elocation-id>810847</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>11</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Fuadi, Rahmadiawan, Kurniawan, Mulana, Abral, Nasruddin and Khalid.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Fuadi, Rahmadiawan, Kurniawan, Mulana, Abral, Nasruddin and Khalid</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>The demand for bio-degradable lubricants is continuously increasing due to environmental concerns. One of the methods to achieve the bio-degradability property of lubricants is by using nanoparticles from bio-resources as additives in bio-degradable oils. Among the nanomaterials are nanofibers, cellulose, and graphene nanoplatelets. They can be mixed in Polyolester (POE) oil to produce lubricants for tribological applications. In a previous study, it has been confirmed that friction and wear of the tribo-pair reduced from 5 to 10% by mixing various volume percentages of bacterial cellulose (BC) into PEO as the base lubricant. The tribological performance BC containing POE base lubricant can further be enhanced by incorporating graphene nanoplatelets. This study shows that the specific wear rate of the material decreased by 20% by adding graphene nanoplatelets in BC containing POE oil. The friction and wear improvement can be related to the formation of tribofilm on the contact interface. EDS analysis indicates that oxygen played an important role in the friction and wear performance of the POE oil-based lubricant with BC and graphene additives. The tribofilm shows significant traces of oxygen elements. The presence of graphene nanoplatelets in POE oil removed the oxygen-rich layer but could not reduce the wear rate. However, incorporating both graphene and BC in POE oil significantly improved friction and wear, although the oxygen element was still traceable on the contact interface.</p>
</abstract>
<kwd-group>
<kwd>bacterial nanocellulose</kwd>
<kwd>graphene nanoplatelets</kwd>
<kwd>bio-degradable lubricant</kwd>
<kwd>friction</kwd>
<kwd>wear</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Technological advancement in the lubrication industry has been directed not only to minimize the friction loss of the components but also to develop lubricants that are bio-compatible and bio-degradable. The additive is one of the most effective methods to achieve this purpose. Additives with various functions can be designed and applied to improve the stability, viscosity, thermal conductivity, as well as ability to produce a protective layer on the sliding surface to reduce friction and wear. Unfortunately, not all additives are environmentally friendly. Calcium sulphonates, tricresyl phosphates, and zinc dialkyl dithiophosphates are among the highly effective additives but have a harmful effect on the environment due to heavy metals and toxic elements (<xref ref-type="bibr" rid="B9">Hewstone, 1994</xref>). Nowadays, thanks to technological advancement in the material field, eco-friendly functional additives can be developed from bio-resources such as 1D material of nanocellulose and 2D material of graphene and&#x20;MoS2.</p>
<p>Nanocelluloses are biopolymer that has numerous advantages for industrial applications (<xref ref-type="bibr" rid="B12">Klemm et&#x20;al., 2018</xref>), including tribological applications. The performance of cellulose nanocrystals (CNCs) as lubricant additives has been investigated by using mineral lubricants such as SAE40 oil (<xref ref-type="bibr" rid="B1">Awang et&#x20;al., 2019a</xref>) or bio-degradable oils such as polyalphaolefin (PAO) base oil (<xref ref-type="bibr" rid="B2">Awang et&#x20;al., 2019b</xref>; <xref ref-type="bibr" rid="B14">Li et&#x20;al., 2019</xref>). It can also be used as a viscosity modifier in biodegradable greases (<xref ref-type="bibr" rid="B21">Quinchia et&#x20;al., 2014</xref>). It improves the tribological properties of the tribo-pair by forming a protective layer on the contact interface, reducing friction and wear of the material (<xref ref-type="bibr" rid="B25">Singh et&#x20;al., 2014</xref>; Awang et&#x20;al., 2019; <xref ref-type="bibr" rid="B14">Li et&#x20;al., 2019</xref>).</p>
<p>On the other hand, graphene has shown a remarkable tribological performance as a lubricant additive. Graphene is two-dimensional, has a high specific surface area, weak interlayer interaction, and good chemical stability. It has the capability to produce superlubricity at the tribo-pair due to the formation of nanoscrolls at the sliding interface (R. <xref ref-type="bibr" rid="B15">Li et&#x20;al., 2020</xref>). A small amount of graphene as a lubricating additive can reduce the friction coefficient due to its capability to produce a nano-bearing layer (<xref ref-type="bibr" rid="B6">Eswaraiah et&#x20;al., 2011</xref>). The frictional performance can be related to the physical interaction, and the antiwear performance can be associated with the chemical interaction between nanoparticles and the environment (<xref ref-type="bibr" rid="B5">Dai et&#x20;al., 2016</xref>). The lubrication mechanism of graphene includes tribofilm or protective film formation (Awang et&#x20;al., 2019), transformation at microscale lever, interlayer sliding, and synergetic effect (<xref ref-type="bibr" rid="B31">Zhao et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B20">Pham et&#x20;al., 2019</xref>).</p>
<p>The performance of graphene as additives in eco-friendly lubricants such as Polyalphaolein (PAO) (<xref ref-type="bibr" rid="B11">Jia et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B16">Meng et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Zheng et&#x20;al., 2017</xref>) and esterified bio-oil (<xref ref-type="bibr" rid="B30">Xu et&#x20;al., 2015</xref>) has also been investigated. It is shown that the additive has good dispersion stability with the lubricant and improves the friction and wear of the material. Mixing various volume percentages of bacterial cellulose (BC) into polyol ester (POE) oil as a base lubricant can reduce friction and wear of the material from 5 to 10% (<xref ref-type="bibr" rid="B22">Rahmadiawan et&#x20;al., 2021a</xref>).</p>
<p>Although nanoparticles as lubricant additives have been widely investigated, the tribological performance of lubricant containing multiparticles from different sources simultaneously as additives have not been much discussed (<xref ref-type="bibr" rid="B38">Zhang et&#x20;al., 2014</xref>). Hybrid nanofluids are highly potential not only as heat transfer fluid compared to mono type nanofluids but also as lubricant additives. Incorporation of more than one nanoparticles improves the performance of heat transfer fluid due to improved thermal conductivity and viscosity (<xref ref-type="bibr" rid="B36">Sharma et&#x20;al., 2020</xref>). Hybrid nanoparticles also improves the tribological performance of the lubricant because of improved dispersity and stability (<xref ref-type="bibr" rid="B33">Gara and Zou, 2013</xref>; <xref ref-type="bibr" rid="B38">Zhang et&#x20;al., 2014</xref>).</p>
<p>In this study, we used bacterial cellulose and graphene nanoplatelets as additives in Polyol ester (POE) based lubricant. POE is considered as bio-degradable and mainly applied in refrigeration system. Therefore, a hybrid bacterial cellulose and graphene nanoplatelets nanoparticles could improve not only the heat transfer performance of the fluid but also the tribological properties of the tribo system. Since both materials are bio-degradable, they could also enhance the tribological performance of the bio-lubricant. In this study, the friction and wear of the tribo-pair lubricated by POE base oil were investigated and compared to those containing additives. The enhancement of the tribological properties of the lubricants due to the additive&#x2019;s incorporation is elucidated.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and Methods</title>
<p>The investigation on tribological properties of the bio-lubricant was conducted in several steps, i.e.,&#x20;bio-lubricant preparation, tribo-pair preparation, friction test using tribometer, wear evaluation, and surface characterization. Each step is explained in the following.</p>
<sec id="s2-1">
<title>Lubricants Sample Preparation</title>
<p>POE oil (commercial brand Emkarate) was used as the base oil. The oil in its original form is used as one of the lubricant samples. In this study, four lubricant samples were prepared (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). The first lubricant sample is POE base oil, denoted as L1. Furthermore, BC microparticles and graphene nanoplatelets were used as additives for the base oil; lubricant samples L2, L3, and L4. Lubricant sample L2 contains graphene dispersed in POE oil, lubricant L3 contains BC particles, Span 60 dispersed in POE oil, and lubricant sample L4 contains graphene, BC particles, and span 60 dispersed in POE&#x20;oil.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Lubricant specimens: L1 (POE oil), L2 (POE oil &#x2b; graphene), L3 (POE oil &#x2b; BC particles), L4 (POE oil &#x2b; BNC particles &#x2b; graphene).</p>
</caption>
<graphic xlink:href="fmech-08-810847-g001.tif"/>
</fig>
<p>The graphene particle used in this investigation was acquired commercially. <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref> indicated that the particle is in sheet form with a thickness less than 1&#xa0;&#x3bc;m (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). Sample L1 was prepared by adding 1&#xa0;mg graphene particles into 50&#xa0;ml POE oil. The mixture was placed in an ultrasonic bath for 60&#xa0;min. The BC microparticle was prepared by a series of procedures involving 2,2,6,6-Tetramethylpiperidine-1-oxyl (TEMPO)-oxidized wet BC pellicle. <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> shows the BC film indicating the BC interlinked nanofibers used for obtaining the BC particle. Detail explanation of the BC particle preparation and its stability can be found in ref. (Rahmadiawan, et&#x20;al., 2021). The most stable composition of BC containing POE oil was used for lubricant sample L3. Lubricant sample L4 was prepared by adding 1&#xa0;mg graphene particle in L3 continued by sonification for 60&#xa0;min.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Graphene sheet particles used as additive the lubricant.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Bacterial cellulose fiber used for obtaining cellulose particles for the lubricant additive.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g003.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Friction and Wear Evaluation</title>
<p>A pin-on-disc reciprocating tribometer was used to evaluate the tribological performances of the lubricant samples (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>). The tribometer consists of a pin, a disc, a load sensor, an arm for load application, and a linear guide. The disc, made of AISI5210, is installed in a shallow chamber, in which lubricant is supplied. The pin is installed on a cantilever beam, serves as the load sensor by using strain gauges. The chamber bed is moved in a reciprocal direction by an electric motor. A non-contact heater unit was installed to provide a working temperature of 65&#x20;&#xb1; 2&#xb0;C to the contact interface. The temperature is controlled by a thermostat, as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>. The disc is 40&#xa0;mm in diameter and 5&#xa0;mm in thickness. The pin, directly taken from a bearing, is 4&#xa0;mm in diameter and 20&#xa0;mm in length. The contact interface of both the pin and disc was mirror polished. The surface roughness of the contact interface was not evaluated, but the surfaces were polished with emery paper gradually until grid &#x23;7000 and finished with the diamond paste of 1&#xa0;&#x3bc;m at the final&#x20;stage.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>A reciprocating pin-on-disc tribometer used to evaluate the friction and wear in this analysis <bold>(A)</bold> and the friction coefficient acquired from a friction test <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g004.tif"/>
</fig>
<p>In order to simulate a severe friction condition at the contact interface, the friction tests were conducted with a normal force, F<sub>N</sub>, of 10&#xa0;N, applied using gravitational force. The material for tribo-pair is AISI52100, bearing steel. The tip of the pin is hemispherical with a contact radius of 10&#xa0;mm. This contact combination, sphere on flat, resulted in an initial contact pressure (Hertzian) of 1&#xa0;GPa for a normal load of 10&#xa0;N, material Young&#x2019;s modulus (E) of 210&#xa0;GPa, and Poisson&#x2019;s ratio of&#x20;0.3.</p>
<p>In the friction tests, the disk mount was moved in a reciprocating direction. A sliding cycle, back and forth, is completed in 3&#xa0;s with a sliding distance of 15&#xa0;mm. Therefore, the sliding speed was between 0 to 0.2&#xa0;m/s. The friction force was acquired using strain gauges connected to a data acquisition system. The friction data was acquired with a sampling frequency of 10&#xa0;Hz. The load sensor was calibrated for the normal load using gravitational forces. <xref ref-type="fig" rid="F4">Figure&#x20;4B</xref> illustrates the coefficient of friction (CoF) graph obtained from the tribometer. It can be observed from the graph that the friction curve shows a U-shape, indicating a static friction coefficient at the reversing point where sliding velocity reaches zero. Here, the reciprocating sliding direction resulted in CoF having both positive and negative value. In a complete cycle, the forth direction results in positive CoF value and vice&#x20;versa.</p>
<p>The friction tests were conducted for 4&#xa0;h, 4,800 cycles, resulting in 72&#xa0;m total sliding distance. The friction tests were conducted at low sliding velocity to simulate a severe friction condition of the tribo-pair, enabling the evaluation of the lubricant&#x2019;s performance. The wear evaluation is focused on the pin-worn surface because it is constantly in sliding contact during friction. Scanning Electron Microscope together with EDS were used to evaluate the worn surfaces of the&#x20;pins.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Stability of the Lubricants</title>
<p>
<xref ref-type="fig" rid="F5">Figure&#x20;5</xref> shows the stability of the lubricant as a function of time, evaluated by capturing the image of the lubricant in a clear container. Such a stability evaluation method has been applied in many works, such as (<xref ref-type="bibr" rid="B18">Oliveira et&#x20;al., 2017</xref>; Awang et&#x20;al., 2019; <xref ref-type="bibr" rid="B19">Periyasamy et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B22">Rahmadiawan et&#x20;al., 2021a</xref>). Images at day 1 indicate the lubricant after 1-h sonification. Sedimentation for L1 and L3 has been detected starting day 4, but lubricant L4 showed good stability until day 7. Overall, lubricants L3 and L4 show good stability because they show less than 30% sedimentation after 30&#xa0;days, and literature stated that sedimentation that is not more than 30% indicates that the suspension is stable (<xref ref-type="bibr" rid="B24">Samylingam et&#x20;al., 2018</xref>). Lubricant sample L1 shows poor stability because the graphene particle has completely sedimented after 60&#xa0;days. Similar work related to a nanoparticle dispersed in oil disclosed that this is probably due to a high difference between the density of base oil and graphene (<xref ref-type="bibr" rid="B23">Rahmadiawan et&#x20;al., 2021b</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Stability of the lubricant specimens; the lubricants were stored at ambient temperature.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g005.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Friction Coefficient</title>
<p>The result of friction tests for all lubricant samples are given in <xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F7">7</xref>. All friction tests were conducted with a normal load FN &#x3d; 10&#xa0;N, a temperature of 65&#xb0;C, and a sliding distance of 75&#xa0;m. <xref ref-type="fig" rid="F6">Figure&#x20;6</xref> shows the CoF curve for the first four sliding cycles (sliding distance 0&#x2013;60&#xa0;mm), and <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> shows the CoF curve for the sliding cycle no. 3000 to 3,004 (sliding distance 4,500 to 4,060&#xa0;mm. Here, the negative value of CoF indicates the sliding in reverse direction, as indicated in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Friction coefficient at the beginning of sliding test showing the decrease the friction of the tribo-pair due to the presence of additives in the lubricant.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The presence of additive in the lubricant stabilizes the friction of the tribo-pair; CoF at sliding distance 45&#xa0;m.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g007.tif"/>
</fig>
<p>At the beginning of the sliding, as seen in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, L1 (POE oil) gave the highest CoF; 0.3 to 0.45 for the first three sliding cycles. The CoF for L1 increased with the increase of sliding distance. As it can be seen in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>, the kinetic CoF value for L1 reached a value of 0.4 at sliding cycle 3,004 (sliding distance of 45&#xa0;m). However, the static value of CoF reached a significantly high value of 1.4, indicating a severe friction condition at the tribo-pair. Stick-slip were observed during the friction test using lubricant L1, which can be related to the high difference between the static and kinetic coefficient of friction value. Such high friction condition was observed for L1 until the end of the sliding&#x20;test.</p>
<p>The incorporation of additives to POE oil has resulted in a significant friction reduction of the tribo-pair. As it can be seen in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, all lubricant specimens of L2, L3, and L4, gave a CoF value of less than 0.12 at the beginning of the sliding (0&#x2013;60&#xa0;mm sliding distance). The presence of graphene in POE (L2) reduced the CoF of the tribo-pair from 0.4 to less than 0.12 at the first 60&#xa0;mm sliding distance. In the case of L3, POE &#x2b; BC particles, the CoF was in the range of 0.04&#x2013;0.12, while further addition of graphene particles in BC contained POE oil (L3) has further decreased the CoF value of the tribo-pair to less than 0.08 at the first 60&#xa0;mm sliding distance.</p>
<p>The presence of graphene particles in POE oil, L2, has prevented the tribo-pair from high friction until the sliding distance of 45&#xa0;m, as shown in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>. Although the CoF increased to a value of 0.13&#x2013;0.2, the CoF was significantly lower than that in the case of L1. <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> also shows that POE with BNC particles gave better friction performance to the tribo-pair compared to POE with graphene particles, with a CoF value of 0.9&#x2013;0.13. However, POE containing both BC and graphene, L4, gave the lowest CoF for the tribo-pair with the CoF value less than 0.1 at the sliding distance of 45&#xa0;m. Compared to the CoF at the beginning of sliding, as observed in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, the maximum CoF value of the tribo-pair lubricated by L4 only increased slightly from 0.08 to 0.1 (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>). This indicated that the presence of graphene particles had enhanced the tribological performance of BNC containing POE&#x20;oil.</p>
<p>In summary, the incorporation graphene in POE reduced the kinetic CoF from 0.45 to 0.12 whereas the incorporation of BC in POE reduced the kinetic CoF from 0.45 to 0.16 (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>). However, incorporation of both BC and graphene particles in POE have resulted in kinetic CoF decrease from 0.45 to 0.12, which is 73% reduction. Similar trends were reported in literatures for other types of nanoparticles. A friction reduction of the tribo-pair by 20% was reported by mixing oleic acid and ZnO nanoparticle in the base fluid (<xref ref-type="bibr" rid="B33">Gara and Zou, 2013</xref>). Other researchers also reported that a friction reduction of 46.6% was achieved by addition of SiO2/MoS2 hybrid nanoparticles into the base oil (<xref ref-type="bibr" rid="B29">Xie et&#x20;al., 2018</xref>) whereas 48% friction reduction was achieved by mixing 15W50 base oil with multi-wall carbon nanotube and graphene nanosheets nanoparticles (<xref ref-type="bibr" rid="B34">Kamel et&#x20;al., 2021</xref>).</p>
</sec>
<sec id="s3-3">
<title>Wear Analysis</title>
<p>
<xref ref-type="fig" rid="F8">Figure&#x20;8</xref> shows the specific wear rate of the pin, evaluated by calculating the volume loss of the pin using the dimension of the worn scar diameter on the pin. The presence of graphene particles in POE oil (L2) had not resulted in the reduction of the Specific Wear Rate (SWR) of the material. However, the presence of BC particles as additive in POE oil (L3) had reduced the SWR of the pin from 1.28 &#xd7; 10<sup>&#x2013;10</sup>&#xa0;mm<sup>3</sup>/N.m to 9.14 &#xd7; 10<sup>&#x2013;11</sup>&#xa0;mm<sup>3</sup>/N.m. Furthermore, the incorporation of graphene particles in BC containing POE oil (L4) had resulted in the reduction of the specific wear rate of the pin by 50% from 1.28 &#xd7; 10<sup>&#x2013;10</sup>&#xa0;mm<sup>3</sup>/N.m to 6.11 &#xd7; 10<sup>&#x2013;11</sup>&#xa0;mm<sup>3</sup>/N.m.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Specific wear rate of the pin for various lubricants.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g008.tif"/>
</fig>
<p>Wear reduction promoted by the addition of hybrid nanoparticles have also been reported by various researchers. For example, multi-walled carbon nanotube and graphene added in the base oil improved the wear scar dimension by 48% (<xref ref-type="bibr" rid="B34">Kamel et&#x20;al., 2021</xref>) while SiO<sub>2</sub>/MoS<sub>2</sub> hybrid nanoparticles in the base oil gave 50.5% wear volume reduction (<xref ref-type="bibr" rid="B29">Xie et&#x20;al., 2018</xref>). When incorporated in the cutting fluid, hybrid alumina/graphene nanoparticles can also reduce the flank wear by 12.29% (<xref ref-type="bibr" rid="B37">Sharma et&#x20;al., 2018</xref>).</p>
<p>The microscopic images of the pin&#x2019;s worn surfaces for various lubricants are given in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>. It can be observed that for the case of L1, the worn surface consisted of micrometer size pores, an indication of severe contact condition (<xref ref-type="fig" rid="F9">Figures 9A,B</xref>). The presence of graphene particle in POE oil, L2, although not reducing the specific wear rate, has resulted in a relatively smoother contact interface of the pin (<xref ref-type="fig" rid="F9">Figures 9C,D</xref>), indicated by the absence of micro-pores on the contact interface such as those in <xref ref-type="fig" rid="F9">Figure&#x20;9B</xref>. A relatively smooth contact interface of the pin was also achieved for the case of L3 (<xref ref-type="fig" rid="F9">Figures 9E,F</xref>), as the effect of BC particles additive in POE oil. Although the contact interface contains many scratch marks, the nominal contact area shown in <xref ref-type="fig" rid="F9">Figure&#x20;9E</xref> is smaller than <xref ref-type="fig" rid="F9">Figure&#x20;9C</xref>. It seems that certain tribofilm was developed on the contact interface assisted by the BC microparticles that prevented the worn area from getting wider. Furthermore, <xref ref-type="fig" rid="F9">Figures&#x20;9G,H</xref> indicates that the presence of graphene and BC particles in the lubricant has resulted in a significant reduction of the worn area on the pin, despite a relatively rough contact interface compared to those of <xref ref-type="fig" rid="F9">Figure&#x20;9D</xref> or <xref ref-type="fig" rid="F9">Figure&#x20;9F</xref>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Worn scar of the pin; lubricated by L1&#x20;<bold>(A)</bold> and <bold>(B)</bold>, L2&#x20;<bold>(C)</bold> and <bold>(D)</bold>, L3&#x20;<bold>(E)</bold> and <bold>(F)</bold>, and L4&#x20;<bold>(G)</bold> and <bold>(H)</bold>, arrow indicating the sliding direction.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g009.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Wear Mechanism on the Contact Interface</title>
<p>The above results show that the incorporation of additives in the base oil has resulted in enhanced tribological performances of the tribo-pair. It was found that nanocellulose particles reduced friction and wear by mending effect (<xref ref-type="bibr" rid="B14">Li et&#x20;al., 2019</xref>). Cellulose nanoparticles formed chain entanglement with the base oil and filled micropores on the contact interface. This study shows that the presence of BC particles had produced a relatively smoother contact interface of the tribo-pair as shown in (<xref ref-type="fig" rid="F9">Figure&#x20;9F</xref>) compared to that without BC particles. Cellulose nano-crystal (CNC), including Bacterial Cellulose (BC), are crystalline structure products (<xref ref-type="bibr" rid="B12">Klemm et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Thomas et&#x20;al., 2018</xref>). Poorly structured crystallized particles have a better tendency to exfoliate when subjected to shear force, forming a sheet-like tribofilm on the contact interface (<xref ref-type="bibr" rid="B13">Lahouij et&#x20;al., 2012</xref>), decreasing the friction and wear of the tribo-pair. Graphene particles, already in sheet-like nanoplatelets, also acted as interlayers between adjacent contact interfaces. A weak van der Waals force among the interlayers can easily exfoliate under shear force (<xref ref-type="bibr" rid="B26">Spear et&#x20;al., 2015</xref>), resulting in further friction and wear rate reduction.</p>
<p>
<xref ref-type="fig" rid="F10">Figure&#x20;10</xref> shows the results of EDS mapping for the pin&#x2019;s worn surface for all lubricant conditions. It seems that oxygen plays an important role in friction and wear of the tribo-pair. <xref ref-type="fig" rid="F10">Figure&#x20;10A</xref> indicates that the oxygen layer dominated the contact interface of the tribo-pair in the case of lubricant L1. High oxygen concentration means that oxides or hydroxides were formed on the contact interface, which led to severe oxidation causing high friction and wear loss (<xref ref-type="bibr" rid="B17">Morita et&#x20;al., 2009</xref>). Therefore, the relatively rough contact interface shown in <xref ref-type="fig" rid="F9">Figure&#x20;9B</xref> could be caused by material weakening due to oxidation. POE oil is highly sensitive to oxygen and water vapor and prone to becoming acidic as it absorbs the elements. The presence of organic acids can attack metal parts, leading to corrosion, excessive wear, and poor lubrication (<xref ref-type="bibr" rid="B4">Cartlidge and Schellhase 2003</xref>). This seems to occur in the friction test using L1 lubricant since it was conducted in the open air at a relatively high temperature.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>EDS map of the worn scar the pin; lubricated by L1&#x20;<bold>(A)</bold>, L2&#x20;<bold>(B)</bold>, L3&#x20;<bold>(C)</bold>, and L4&#x20;<bold>(D)</bold>, indicating the elements of Carbon, Oxygen and Iron (Fe).</p>
</caption>
<graphic xlink:href="fmech-08-810847-g010.tif"/>
</fig>
<p>With the presence of graphene in the POE oil, in the case of L2, the oxygen layer on the contact interface has significantly reduced, as indicated in <xref ref-type="fig" rid="F10">Figure&#x20;10B</xref>. However, the oxygen layer existed outside the sliding track, seemingly wiped off by the sliding process and accumulated outside the contact area. The contact interface is relatively smooth without noticeable pores. A detailed observation of the oxygen accumulated area outside the sliding tract indicates the aggregation of wear particles. Graphene and its derivatives tend to aggregate, resulting in poor dispersion stability in the base oil medium (<xref ref-type="bibr" rid="B10">Ismail et&#x20;al., 2021</xref>). It seems that the graphene particles have acted as abrasive particles providing a polishing effect to the contact interface. This has lowered the friction coefficient, although not reduced the specific wear rate of the&#x20;pin.</p>
<p>
<xref ref-type="fig" rid="F10">Figure&#x20;10C</xref> indicates the presence of such a blackish tribo-layer on the contact area. In this case, the tribo-pair was lubricated by POE oil with BC additive; L3. Detailed observation conducted to the contact area revealed the presence of surface scratches around the adjacent contact area. It seems that at the early stage of friction, the contact area was wider. Furtherly, as friction continued, the tribofilm started developing. At the later stage of friction, as the tribofilm was fully developed, it prevented the worn area from getting wider, reducing the wear of the material. The tribofilm is oxygen-rich, but unlike that developed in the case of L1, it is not corrosive as it did not cause severe wear or rough contact interface. A possible explanation for the wear reduction is the formation of a crystalline tribo-layer of BNC particles by a mending mechanism (<xref ref-type="bibr" rid="B14">Li et&#x20;al., 2019</xref>). The tribofilm prevented direct metal contact between the tribo-pair, resulting in low friction and wear of the material.</p>
<p>The incorporation of graphene nanoplatelets into the BC containing POE oil, L4, has further reduced the amount of oxygen trace on the contact interface (<xref ref-type="fig" rid="F10">Figure&#x20;10D</xref>). Such a &#x201c;blackish&#x201d; tribo-layer similar to that in <xref ref-type="fig" rid="F10">Figure&#x20;10C</xref> can also be observed on the contact interface (<xref ref-type="fig" rid="F10">Figure&#x20;10D</xref>) although in a smaller amount. This emphasized the role of BC particles in tribofilm formation. Since the worn area is the smallest among all cases, it seems that the tribo-layer property has been further enhanced by graphene. The presence of graphene as an additive can form the protective film or tribological adsorption film on the contact interface, by tribo-chemical process, to improve the tribological properties of the lubricants (<xref ref-type="bibr" rid="B3">Berman et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B7">Fan et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B31">Zhao et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Wang et&#x20;al., 2018</xref>). The tribofilm is in an amorphous carbon structure indicated by the presence of sp2 and sp3 peaks in the Raman spectrograph (<xref ref-type="bibr" rid="B28">Wang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B8">Ge et&#x20;al., 2019</xref>). In this study, although the structural properties of the tribofilm are still unknown, it is highly possible that the structure is also carbon-based since graphene nanoplatelets are involved in the formation. Further analysis is required to clarify such tribofilm structure.</p>
<p>The presence of graphene nanoplatelets in the lubricant also provides a &#x201c;healing&#x201d; effect to the tribo-pair, possibly due to the tribofilm development of the contact interface. As shown in <xref ref-type="fig" rid="F11">Figure&#x20;11</xref>, the friction was relatively low at the beginning of sliding (up to 45&#xa0;mm sliding distance). The CoF increased to a value of more than 0,3 at the sliding distance of 7.5&#xa0;m. However, it decreased again to a value of 0.15 (maximum) at the sliding distance of 45&#xa0;m. This was observed for the case where both graphene and BC particles existed in the lubricant; L4. Graphene nanoplatelets only removed the oxygen-rich layer on the contact interface and smoothened the contact interface (<xref ref-type="fig" rid="F10">Figure&#x20;10B</xref>). BC particles only reduced the contact area and produced an oxygen-rich tribofilm on the contact interface (<xref ref-type="fig" rid="F10">Figure&#x20;10C</xref>). However, both graphene and BC particles in base oil not only reduced the contact area but also produced protective tribofilm on the contact interface. Therefore, the presence of both graphene nanoplatelets and BC particles is beneficial in improving the tribological properties of POE lubricant, bearing in mind that the friction tests were conducted at extreme contact conditions with an initial contact pressure of 1&#xa0;GPa.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>The presence of graphene in the lubricant provides a &#x201c;healing&#x201d; effect to the tribo-pair; friction increases at first but decreases again in the long&#x20;run.</p>
</caption>
<graphic xlink:href="fmech-08-810847-g011.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>A combined effect of graphene nanoplatelets and Bacterial Cellulose (BC) particles as additives in POE lubricating oil enhanced the tribological properties. High friction and wear were observed under POE oil alone due to the formation of oxidative oxygen-rich tribofilm, causing pores on the contact interface. The graphene nanoplatelets additives dispersed in PEO oil significantly reduced the coefficient of friction, although unable to reduce wear. On the other hand, BC dispersed in POE oil reduced both frictions and wear rate (specific wear rate reduction approximately 30% after adding BC particle). Optimal tribological properties of POE oil were achieved when both BC particles and graphene nanoplatelets were dispersed in the lubricant, indicated by friction and wear reduction (specific wear rate reduction approximately 50%). These findings can be explained by the combined effect of both BC and graphene nanoplatelets in producing a protective tribofilm on the contact interface. Although the structure of this tribofilm is still not clear, it is highly possible that it is carbon-based since graphene is involved in the formation. Further analysis is required to reveal the structure of the tribofilm.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>ZF carried out the data analysis and manuscript writing. DR carried out the lubricant&#x2019;s preparation and analysis. RK conducted the experiment and data acquisition. FM carried out the lubricant&#x2019;s analysis. HA, NN, and MK contributed in the data analysis and manuscript preparation. All authors read and approved the final manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>Funding for this research is provided by Direktorat Riset dan Pengabdian Masyarakat, Kementerian Pendidikan, Kebudayaan, Riset dan Teknologi Republik Indonesia with Penelitian Dasar Scheme (154/E4.1/AK.04.PT/2021) and Sunway University&#x2019;s International Research Network Grant Scheme (STR-IRNGS-SET-GAMRG-01-2021).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<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>
<ack>
<p>Authors also thank Zulham and Shahibul Mighvar for their valuable contributions in the preparation and set-up of the tribometer used in this research.</p>
</ack>
<sec id="s10">
<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.2022.810847/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmech.2022.810847/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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