Potential reinforcing properties of silane-modified rapeseed straw fibers in friction composites: fractal dimension and circularity characterise powder flowability
The powder flowability of natural reinforcing fibers significantly affects their reinforcement. Cellulose reinforced fibers (RSF) were extracted from rapeseed straw waste and treated with silane-ethanol solution modification. Fractal dimension and three major shape factors (circularity, elongation a...
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Veröffentlicht in: | Industrial crops and products 2023-12, Vol.206, p.117644, Article 117644 |
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creator | Zhang, Qifeng Qi, Zicheng Yao, Yumei Ma, Yunhai Zhang, Dexue Chen, Mingjiang Ren, Dongmei |
description | The powder flowability of natural reinforcing fibers significantly affects their reinforcement. Cellulose reinforced fibers (RSF) were extracted from rapeseed straw waste and treated with silane-ethanol solution modification. Fractal dimension and three major shape factors (circularity, elongation and compactness) were used to characterise the flowability of RSF. The silane-modified RSF was characterised by fractal features and fractal dimension was the main factor affecting its flowability. k-mean clustering and box-plot analyses indicated that circularity had the most significant effect on flowability among all shape factors. Multiple stepwise regression analysis further yielded a two-parameter equation characterising the quantitative relationship between flowability and the combination of fractal dimension and circularity. Moreover, the incorporation of RSF resulted in an important transformation in the wear mechanism of the friction composites towards single abrasive wear, with a 44.1% increase in wear resistance.
[Display omitted]
•Fractal characteristics of silane-modified rapeseed straw fibers were demonstrated.•A simple quantification between flowability and fractal dimension was established.•Rapeseed straw fibers caused an important transformation in the wear mechanism.•A 44.1% increase in the wear resistance of the composites was observed. |
doi_str_mv | 10.1016/j.indcrop.2023.117644 |
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[Display omitted]
•Fractal characteristics of silane-modified rapeseed straw fibers were demonstrated.•A simple quantification between flowability and fractal dimension was established.•Rapeseed straw fibers caused an important transformation in the wear mechanism.•A 44.1% increase in the wear resistance of the composites was observed.</description><identifier>ISSN: 0926-6690</identifier><identifier>EISSN: 1872-633X</identifier><identifier>DOI: 10.1016/j.indcrop.2023.117644</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>cellulose ; equations ; Fractal dimension ; fractal dimensions ; friction ; Friction composites ; Morphological shape ; Powder flowability ; rapeseed ; Rapeseed straw fiber ; regression analysis ; Silane modification ; straw ; wastes</subject><ispartof>Industrial crops and products, 2023-12, Vol.206, p.117644, Article 117644</ispartof><rights>2023</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c342t-be30ba1a2b9c651d55f04ac71b7354081adc19c18e8d4dec4e1c1367ec4269ed3</citedby><cites>FETCH-LOGICAL-c342t-be30ba1a2b9c651d55f04ac71b7354081adc19c18e8d4dec4e1c1367ec4269ed3</cites><orcidid>0009-0007-8587-4741</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0926669023014097$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Zhang, Qifeng</creatorcontrib><creatorcontrib>Qi, Zicheng</creatorcontrib><creatorcontrib>Yao, Yumei</creatorcontrib><creatorcontrib>Ma, Yunhai</creatorcontrib><creatorcontrib>Zhang, Dexue</creatorcontrib><creatorcontrib>Chen, Mingjiang</creatorcontrib><creatorcontrib>Ren, Dongmei</creatorcontrib><title>Potential reinforcing properties of silane-modified rapeseed straw fibers in friction composites: fractal dimension and circularity characterise powder flowability</title><title>Industrial crops and products</title><description>The powder flowability of natural reinforcing fibers significantly affects their reinforcement. Cellulose reinforced fibers (RSF) were extracted from rapeseed straw waste and treated with silane-ethanol solution modification. Fractal dimension and three major shape factors (circularity, elongation and compactness) were used to characterise the flowability of RSF. The silane-modified RSF was characterised by fractal features and fractal dimension was the main factor affecting its flowability. k-mean clustering and box-plot analyses indicated that circularity had the most significant effect on flowability among all shape factors. Multiple stepwise regression analysis further yielded a two-parameter equation characterising the quantitative relationship between flowability and the combination of fractal dimension and circularity. Moreover, the incorporation of RSF resulted in an important transformation in the wear mechanism of the friction composites towards single abrasive wear, with a 44.1% increase in wear resistance.
[Display omitted]
•Fractal characteristics of silane-modified rapeseed straw fibers were demonstrated.•A simple quantification between flowability and fractal dimension was established.•Rapeseed straw fibers caused an important transformation in the wear mechanism.•A 44.1% increase in the wear resistance of the composites was observed.</description><subject>cellulose</subject><subject>equations</subject><subject>Fractal dimension</subject><subject>fractal dimensions</subject><subject>friction</subject><subject>Friction composites</subject><subject>Morphological shape</subject><subject>Powder flowability</subject><subject>rapeseed</subject><subject>Rapeseed straw fiber</subject><subject>regression analysis</subject><subject>Silane modification</subject><subject>straw</subject><subject>wastes</subject><issn>0926-6690</issn><issn>1872-633X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFUU2LFDEQDaLguLs_QcjRS4_56I9pLyKLX7CghxX2FtKVitbQnbRJxmF_j3_UNLN3T_Wo9-rBq8fYayn2Usj-7XFPwUGK614JpfdSDn3bPmM7eRhU02v98JztxKj6pu9H8ZK9yvkohByEGnbs7_dYMBSyM09IwccEFH7ytbphKoSZR88zzTZgs0RHntDxZFfMWEEuyZ65pwlT5hS4TwSFYuAQlzVmKpjf1aWFUv0dLRjyxtrgOFCC02wTlUcOv-ymwUQZ-RrPDhP3czzbiebKX7MX3s4Zb57mFfvx6eP97Zfm7tvnr7cf7hrQrSrNhFpMVlo1jdB30nWdF62FQU6D7lpxkNaBHEEe8OBah9CiBKn7oSLVj-j0FXtz8a3pf58wF7NQBpy38PGUjZZdW3_aKV2l3UVa355zQm_WRItNj0YKs5VijuapFLOVYi6l1Lv3lzusOf4QJpOBMAA6SgjFuEj_cfgHGciefw</recordid><startdate>20231215</startdate><enddate>20231215</enddate><creator>Zhang, Qifeng</creator><creator>Qi, Zicheng</creator><creator>Yao, Yumei</creator><creator>Ma, Yunhai</creator><creator>Zhang, Dexue</creator><creator>Chen, Mingjiang</creator><creator>Ren, Dongmei</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0009-0007-8587-4741</orcidid></search><sort><creationdate>20231215</creationdate><title>Potential reinforcing properties of silane-modified rapeseed straw fibers in friction composites: fractal dimension and circularity characterise powder flowability</title><author>Zhang, Qifeng ; Qi, Zicheng ; Yao, Yumei ; Ma, Yunhai ; Zhang, Dexue ; Chen, Mingjiang ; Ren, Dongmei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c342t-be30ba1a2b9c651d55f04ac71b7354081adc19c18e8d4dec4e1c1367ec4269ed3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>cellulose</topic><topic>equations</topic><topic>Fractal dimension</topic><topic>fractal dimensions</topic><topic>friction</topic><topic>Friction composites</topic><topic>Morphological shape</topic><topic>Powder flowability</topic><topic>rapeseed</topic><topic>Rapeseed straw fiber</topic><topic>regression analysis</topic><topic>Silane modification</topic><topic>straw</topic><topic>wastes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Qifeng</creatorcontrib><creatorcontrib>Qi, Zicheng</creatorcontrib><creatorcontrib>Yao, Yumei</creatorcontrib><creatorcontrib>Ma, Yunhai</creatorcontrib><creatorcontrib>Zhang, Dexue</creatorcontrib><creatorcontrib>Chen, Mingjiang</creatorcontrib><creatorcontrib>Ren, Dongmei</creatorcontrib><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Industrial crops and products</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Qifeng</au><au>Qi, Zicheng</au><au>Yao, Yumei</au><au>Ma, Yunhai</au><au>Zhang, Dexue</au><au>Chen, Mingjiang</au><au>Ren, Dongmei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Potential reinforcing properties of silane-modified rapeseed straw fibers in friction composites: fractal dimension and circularity characterise powder flowability</atitle><jtitle>Industrial crops and products</jtitle><date>2023-12-15</date><risdate>2023</risdate><volume>206</volume><spage>117644</spage><pages>117644-</pages><artnum>117644</artnum><issn>0926-6690</issn><eissn>1872-633X</eissn><abstract>The powder flowability of natural reinforcing fibers significantly affects their reinforcement. Cellulose reinforced fibers (RSF) were extracted from rapeseed straw waste and treated with silane-ethanol solution modification. Fractal dimension and three major shape factors (circularity, elongation and compactness) were used to characterise the flowability of RSF. The silane-modified RSF was characterised by fractal features and fractal dimension was the main factor affecting its flowability. k-mean clustering and box-plot analyses indicated that circularity had the most significant effect on flowability among all shape factors. Multiple stepwise regression analysis further yielded a two-parameter equation characterising the quantitative relationship between flowability and the combination of fractal dimension and circularity. Moreover, the incorporation of RSF resulted in an important transformation in the wear mechanism of the friction composites towards single abrasive wear, with a 44.1% increase in wear resistance.
[Display omitted]
•Fractal characteristics of silane-modified rapeseed straw fibers were demonstrated.•A simple quantification between flowability and fractal dimension was established.•Rapeseed straw fibers caused an important transformation in the wear mechanism.•A 44.1% increase in the wear resistance of the composites was observed.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.indcrop.2023.117644</doi><orcidid>https://orcid.org/0009-0007-8587-4741</orcidid></addata></record> |
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subjects | cellulose equations Fractal dimension fractal dimensions friction Friction composites Morphological shape Powder flowability rapeseed Rapeseed straw fiber regression analysis Silane modification straw wastes |
title | Potential reinforcing properties of silane-modified rapeseed straw fibers in friction composites: fractal dimension and circularity characterise powder flowability |
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