Journal of Leather Science and Engineering最新文献

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Self-driven directional dehydration enabled eco-friendly manufacture of chrome-free leather 自驱动定向脱水使无铬皮革的环保制造成为可能
Journal of Leather Science and Engineering Pub Date : 2022-05-16 DOI: 10.1186/s42825-022-00089-0
Yawen Huang, Hanzhong Xiao, Haoliang Pu, Ni Xue, Baicun Hao, Xin Huang, Bi Shi
{"title":"Self-driven directional dehydration enabled eco-friendly manufacture of chrome-free leather","authors":"Yawen Huang,&nbsp;Hanzhong Xiao,&nbsp;Haoliang Pu,&nbsp;Ni Xue,&nbsp;Baicun Hao,&nbsp;Xin Huang,&nbsp;Bi Shi","doi":"10.1186/s42825-022-00089-0","DOIUrl":"10.1186/s42825-022-00089-0","url":null,"abstract":"<div><p>Manufacture of eco-friendly chrome-free leather is of great significance for realizing sustainable development of leather industry. Conventional tanning theory believes that it is impossible to convert raw hide to leather without the utilization of cross-linking agent (e.g., chrome salts) among collagen fibers in raw hide. Here, we developed a brand-new leather manufacture strategy that relied on the composite dehydration media enabled self-driven directional dehydration mechanism to accomplish chrome-free leather manufacture for the first time, rather than followed the classic cross-linking mechanism that has been obeyed for more than one century in leather industry. We demonstrated that the essence of leather making is to regulate the water content in raw hide rather than to form cross-linkage among collagen fibers. The composite dehydration media comprised of anhydrous ethanol and molecular sieves (3A activated zeolite powder) successfully guaranteed continuous self-driven directional dehydration of raw hide by establishing stable water concentration gradient between raw hide and ethanol, which significantly increased the dispersity of collagen fibers in raw hide (with the water content reduced from 56.07% to 5.20%), thus obtaining chrome-free leather that is more ecological than chrome-tanned leather due to the elimination of any tanning agent. The as-prepared chrome-free leather exhibited outstanding tear force (174.86 N), tensile strength (24.56 N mm<sup>−2</sup>), elongation at break (53.28%) and dry-thermal stability, superior to chrome-tanned leather. Notably, the used composite dehydration media was recyclable for chrome-free leather manufacture, therefore facilitating an environmentally benign leather manufacture process. Our investigations are expected to open up a new conceptual leather making strategy that is applicable for realizing substantial manufacture of eco-friendly leather.</p><h3>Graphical abstract</h3>\u0000 <div><figure><div><div><picture><source><img></source></picture></div></div></figure></div>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00089-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"119515812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
The dynamic characteristics of the center of pressure for toe-out gait: implications for footwear design 趾外步态压力中心的动态特性:对鞋类设计的启示
Journal of Leather Science and Engineering Pub Date : 2022-05-15 DOI: 10.1186/s42825-022-00088-1
Bo Li, Xianyi Zhang
{"title":"The dynamic characteristics of the center of pressure for toe-out gait: implications for footwear design","authors":"Bo Li,&nbsp;Xianyi Zhang","doi":"10.1186/s42825-022-00088-1","DOIUrl":"10.1186/s42825-022-00088-1","url":null,"abstract":"<div><h3>Background</h3><p>Toe-out gait is often used as a conservative technique to reduce knee adduction moment, which has been targeted to modify knee osteoarthritis progression. The center of pressure (COP) can not only be used to evaluate gait stability, but is also more reliable and practical than local plantar pressures as it does not depend on accurate foot zone divisions. However, to the authors’ knowledge, few study has reported the influence of the foot progression angle on the dynamic characteristics of the COP.</p><h3>Research question</h3><p>The aim of the study was to investigate the effects of the deliberately toe-out gait on the COP trajectory and stability during walking in healthy individuals.</p><h3>Methods</h3><p>Thirty healthy young adults were asked to walk along an 8-m walkway. A Footscan 1 m pressure plate was used to measure the center of pressure during walking.</p><h3>Results</h3><p>Compared to the normal gait, the COP of the toe-out gait shifted laterally during the initial contact phase, and shifted laterally and anteriorly during the forefoot contact phase. The mean anterior–posterior velocity of COP reduced by 0.109 m/s during the foot flat phase and the duration of the foot flat phase and forefoot push off phase increased by 4.5% and reduced by 7.0%, respectively.</p><h3>Significance</h3><p>Compared to the normal gait, the findings of this study suggest that biomechanical alteration of foot under our experimental conditions may decrease gait stability and increase forefoot load during toe-out walking. The situation may be improved by well-designed footwear or custom-made insole and the biomechanics analysis method can be used to test the efficacy of therapeutic footwear or insole for individuals with deliberately toe-out walking.</p><h3>Graphical Abstract</h3>\u0000 <div><figure><div><div><picture><source><img></source></picture></div></div></figure></div>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00088-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88609594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficient and ecological leather processing: replacement of lime and sulphide with dispase assisted by 1-allyl-3-methylimidazolium chloride 高效、生态的皮革加工:用1-烯丙基-3-甲基咪唑辅助剂取代石灰和硫化物
Journal of Leather Science and Engineering Pub Date : 2022-05-15 DOI: 10.1186/s42825-022-00086-3
Hui Liu, Keyong Tang, Xiumin Li, Jie Liu, Xuejing Zheng, Ying Pei
{"title":"Efficient and ecological leather processing: replacement of lime and sulphide with dispase assisted by 1-allyl-3-methylimidazolium chloride","authors":"Hui Liu,&nbsp;Keyong Tang,&nbsp;Xiumin Li,&nbsp;Jie Liu,&nbsp;Xuejing Zheng,&nbsp;Ying Pei","doi":"10.1186/s42825-022-00086-3","DOIUrl":"10.1186/s42825-022-00086-3","url":null,"abstract":"<div><p>Leather is a collagen-based biomass prepared from raw skins or hides by a series of unit operations, in which the unhairing and fiber opening are extremely important operations. However, the conventional Na<sub>2</sub>S/Ca(OH)<sub>2</sub> system used in unhairing and fiber opening has given rise to the pollution to the environment. It is necessary to develop substitute technology for the Na<sub>2</sub>S/Ca(OH)<sub>2</sub>. In the present study, 1-allyl-3-methylimidazolium chloride ([AMIm]Cl) was used to cooperate with dispase for cycle unhairing and one-pot beamhouse to recycle waste bovine hides and compared with conventional processing. During those processes, the mechanism of [AMIm]Cl-dispase synergistic unhairing and collagen fibers opening were studied. Besides, plant hazard, organic matter and [AMIm]Cl of wastewater from [AMIm]Cl-dispase process were respectively investigated and separated to evaluate the environmental and economic benefits of the [AMIm]Cl-dispase process. As a result, enzyme activity after unhairing by [AMIm]Cl-diapase system for using 5 times is higher than that by KCl-dispase system, and needs lower unhairing time, which is because of rapid penetration of [AMIm]Cl-dispase solution in bovine hides. For this reason, the tensile strength and elastic modulus of tanned leather from [AMIm]Cl-dispase process are higher than those from the KCl-diapase and conventional processes, and its hydrothermal shrinkage temperature is comparable to that of the conventional one. Because of the 58.13% lower wastewater discharge (WD), 66.60% lower total solids (TS), 97.23% lower ammonia nitrogen (NH<sub>3</sub>-N), non-toxic wastewater and organic matter recovery in wastewater are reached from [AMIm]Cl-dispase process, which is expected to be an alternative to the conventional process to reduce environmental pollution and realize the sustainable development of technology for leather manufacturing.</p><h3>Graphical abstract</h3>\u0000 <div><figure><div><div><picture><source><img></source></picture></div></div></figure></div>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00086-3","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86788687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Does weight loss affect the center of pressure of children with obesity: a follow-up study 减肥是否影响肥胖儿童的压力中心:一项随访研究
Journal of Leather Science and Engineering Pub Date : 2022-04-15 DOI: 10.1186/s42825-022-00083-6
Linshan Zhang, Shiyang Yan, Ruoyi Li, Weihua Dan, Luming Yang
{"title":"Does weight loss affect the center of pressure of children with obesity: a follow-up study","authors":"Linshan Zhang,&nbsp;Shiyang Yan,&nbsp;Ruoyi Li,&nbsp;Weihua Dan,&nbsp;Luming Yang","doi":"10.1186/s42825-022-00083-6","DOIUrl":"10.1186/s42825-022-00083-6","url":null,"abstract":"<div><h3>Background</h3><p>Children with obesity were found to show the greater postural instability compared to the normal-weighted children. However, it’s still unclear if their altered postural control ability would recover towards normal pattern after weight loss. The purpose of this study was to investigate the effect of weight loss on the center of pressure (COP) for obese children.</p><h3>Method</h3><p>Totally 147 children were conducted a follow-up study in three years. A total number of 22 participants aged 7–13 years were recruited for their remission of obesity problem after 36 months. Their dynamic plantar pressure data were collected by Footscan pressure plate. The normalized time of four sub-phases, displacements and velocities of COP in anterior–posterior (AP) and medial–lateral (ML) directions were calculated to perform the Kolmogorov–Smirnov test and paired sample t test for statistical analyses.</p><h3>Results</h3><p>After weight loss, children’s normalized time of forefoot contact phase (FFCP) increased significantly, and their duration of flat foot phase (FFP) decreased significantly. They also exhibited the more medial and posterior orientated COP path after weight loss. In ML-direction, the COP displacement during FFP and FFPOP increased, and the COP velocity during FFPOP increased. In AP-direction, COP velocity during FFP and FFPOP increased.</p><h3>Conclusions</h3><p>The findings indicated that weight loss would have effects on the COP characteristics and postural stability for obese children. COP trajectory can provide essential information for evaluating foot function. The findings may be useful for obese children, medical staff, and healthcare physician.</p><h3>Graphical Abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00083-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4599015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
The role of extracellular matrix on unfavorable maternal–fetal interface: focusing on the function of collagen in human fertility 细胞外基质在不利母胎界面中的作用:聚焦于胶原蛋白在人类生育中的作用
Journal of Leather Science and Engineering Pub Date : 2022-04-15 DOI: 10.1186/s42825-022-00087-2
Rang Liu, Mengyuan Dai, Guidong Gong, Mei Chen, Canhui Cao, Tianren Wang, Zhenhui Hou, Yu Shi, Junling Guo, Yaoyao Zhang, Xi Xia
{"title":"The role of extracellular matrix on unfavorable maternal–fetal interface: focusing on the function of collagen in human fertility","authors":"Rang Liu,&nbsp;Mengyuan Dai,&nbsp;Guidong Gong,&nbsp;Mei Chen,&nbsp;Canhui Cao,&nbsp;Tianren Wang,&nbsp;Zhenhui Hou,&nbsp;Yu Shi,&nbsp;Junling Guo,&nbsp;Yaoyao Zhang,&nbsp;Xi Xia","doi":"10.1186/s42825-022-00087-2","DOIUrl":"10.1186/s42825-022-00087-2","url":null,"abstract":"<div><p>Extracellular matrix (ECM) is characterized as widespread, abundant, and pluripotent. Among ECM members, collagen is widely accepted as one of the most prominent components for its essential structural property that can provide a scaffold for other components of ECM and the rich biological functions, which has been extensively used in tissue engineering. Emerging evidence has shown that the balance of ECM degradation and remodeling is vital to regulations of maternal–fetal interface including menstrual cycling, decidualization, embryo implantation and pregnancy maintenance. Moreover, disorders in these events may eventually lead to failure of pregnancy. Although the improvement of assisted conception and embryo culture technologies bring hope to many infertile couples, some unfavorable outcomes, such as recurrent implantation failure (RIF), recurrent pregnancy loss (RPL) or recurrent miscarriage (RM), keep troubling the clinicians and patients. Recently, in vitro three-dimensional (3D) model mimicking the microenvironment of the maternal–fetal interface is developed to investigate the physiological and pathological conditions of conception and pregnancy. The progress of this technology is based on clarifying the role of ECM in the endometrium and the interaction between endometrium and conceptus. Focusing on collagen, the present review summarized the degradation and regulation of ECM and its role in normal menstruation, endometrium receptivity and unsatisfying events occurring in infertility treatments, as well as the application in therapeutic approaches to improve pregnancy outcomes. More investigations about ECM focusing on the maternal–fetal interface interaction with mesenchymal stem cells or local immunoregulation may inspire new thoughts and advancements in the clinical application of infertility treatments.</p><h3>Graphical abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00087-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4598044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Tannery wastewater treatment: conventional and promising processes, an updated 20-year review 制革厂废水处理:传统和有前途的工艺,更新的20年回顾
Journal of Leather Science and Engineering Pub Date : 2022-04-15 DOI: 10.1186/s42825-022-00082-7
Jun Zhao, Qinglian Wu, Yuling Tang, Jianfei Zhou, Hongguang Guo
{"title":"Tannery wastewater treatment: conventional and promising processes, an updated 20-year review","authors":"Jun Zhao,&nbsp;Qinglian Wu,&nbsp;Yuling Tang,&nbsp;Jianfei Zhou,&nbsp;Hongguang Guo","doi":"10.1186/s42825-022-00082-7","DOIUrl":"10.1186/s42825-022-00082-7","url":null,"abstract":"<div><p>Mismanagement of various wastes especially waste water produced by tanning processes has caused serious environmental problems and ultimately impaired human health. Constant efforts have been making to alleviate the pollution of tannery wastewater (TWW), yet terminal treatment still takes dominance. In this review, research on TWW treatment from 2000 to 2021 was summarized, and main methods such as coagulation and flocculation, adsorption, biological treatment, membrane filtration, advanced oxidation process were briefly discussed. More detailed introduction was given to the method of electrochemical treatment since it has excellent performance such as environmental friendliness and high efficiency, hence attracting more and more research attention in recent years. In view of the harsh physi-chemical conditions of TWW, integrated or combined treatment methods are accordingly recommended with better performance and multi-function, however comprehensive studies on optimization of methods combination and cost-effectiveness are needed. The certain issues that the residue Cr in treatment sludge and high salinity in effluent still remain were put forward in this work and potential solutions were provided. Moreover, this review proposed the perspective that realizing multi-function, recycling, and intensification should be the developing direction for future TWW treatment. This review is expected to provide a general guide for researchers who aspire to ameliorate TWW pollution problems and understand various methods utilized in this field.</p><h3>Graphical abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00082-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4595940","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 38
Recent strategies of collagen-based biomaterials for cartilage repair: from structure cognition to function endowment 胶原基生物材料用于软骨修复的新策略:从结构认知到功能赋能
Journal of Leather Science and Engineering Pub Date : 2022-03-28 DOI: 10.1186/s42825-022-00085-4
Xiaoyue Yu, Haiping Zhang, Yiliang Miao, Shanbai Xiong, Yang Hu
{"title":"Recent strategies of collagen-based biomaterials for cartilage repair: from structure cognition to function endowment","authors":"Xiaoyue Yu,&nbsp;Haiping Zhang,&nbsp;Yiliang Miao,&nbsp;Shanbai Xiong,&nbsp;Yang Hu","doi":"10.1186/s42825-022-00085-4","DOIUrl":"10.1186/s42825-022-00085-4","url":null,"abstract":"<div><p>Collagen, characteristic in biomimetic composition and hierarchical structure, boasts a huge potential in repairing cartilage defect due to its extraordinary bioactivities and regulated physicochemical properties, such as low immunogenicity, biocompatibility and controllable degradation, which promotes the cell adhesion, migration and proliferation. Therefore, collagen-based biomaterial has been explored as porous scaffolds or functional coatings in cell-free scaffold and tissue engineering strategy for cartilage repairing. Among those forming technologies, freeze-dry is frequently used with special modifications while 3D-printing and electrospinning serve as the structure-controller in a more precise way. Besides, appropriate cross-linking treatment and incorporation with bioactive substance generally help the collagen-based biomaterials to meet the physicochemical requirement in the defect site and strengthen the repairing performance. Furthermore, comprehensive evaluations on the repair effects of biomaterials are sorted out in terms of in vitro, in vivo and clinical assessments, focusing on the morphology observation, characteristic production and critical gene expression. Finally, the challenge of biomaterial-based therapy for cartilage defect repairing was summarized, which is, the adaption to the highly complex structure and functional difference of cartilage.</p><h3>Graphical abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00085-4","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5090717","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
Methods for determination of plasticizer migration from polyvinyl chloride synthetic materials: a mini review 聚氯乙烯合成材料增塑剂迁移量测定方法综述
Journal of Leather Science and Engineering Pub Date : 2022-03-18 DOI: 10.1186/s42825-022-00081-8
Yi Chen, Shuai Zhou, Siyu Pan, Dongfang Zhao, Jianshe Wei, Minzhong Zhao, Haojun Fan
{"title":"Methods for determination of plasticizer migration from polyvinyl chloride synthetic materials: a mini review","authors":"Yi Chen,&nbsp;Shuai Zhou,&nbsp;Siyu Pan,&nbsp;Dongfang Zhao,&nbsp;Jianshe Wei,&nbsp;Minzhong Zhao,&nbsp;Haojun Fan","doi":"10.1186/s42825-022-00081-8","DOIUrl":"10.1186/s42825-022-00081-8","url":null,"abstract":"<div><p>Plasticizer migration is responsible for premature coating failure in polyvinyl chloride (PVC) synthetic materials that continue to benefit our daily life as a reliable and cost-efficient simulant of genuine leather. In this context, the establishment of standard assays that measure the migration rate of plasticizers under varying scenarios plays a pivotal role in comparing durability of those PVC-derived leather-simulants. In this review, multiple methodologies developed over the last decade for determining plasticizer migration from PVC coating are compiled, with their operational principles, merits, and limitations being taken into consideration along with specific apparatus required for each. A concluding section discusses current challenges in this field, and highlights how nuclear magnetic resonance and computational simulation surpass conventional assays in yielding intercomparable results, and hence screening migration-resistant plasticizers in a labor- and time-saving way. Since migration resistance represents a decisive performance indicator of plasticizers, this systematic review may provide guidance to quite a few practitioners in PVC synthetic material industry, who are now engaged in validating various sustainable alternatives with performance allegedly equal to conventional but toxic di-(2-ethylhexyl) phthalate plasticizer.</p><h3>Graphical abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00081-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"5021930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Deep learning and machine learning neural network approaches for multi class leather texture defect classification and segmentation 基于深度学习和机器学习神经网络的多类皮革纹理缺陷分类与分割
Journal of Leather Science and Engineering Pub Date : 2022-03-16 DOI: 10.1186/s42825-022-00080-9
Praveen Kumar Moganam, Denis Ashok Sathia Seelan
{"title":"Deep learning and machine learning neural network approaches for multi class leather texture defect classification and segmentation","authors":"Praveen Kumar Moganam,&nbsp;Denis Ashok Sathia Seelan","doi":"10.1186/s42825-022-00080-9","DOIUrl":"10.1186/s42825-022-00080-9","url":null,"abstract":"<div><p>Modern leather industries are focused on producing high quality leather products for sustaining the market competitiveness. However, various leather defects are introduced during various stages of manufacturing process such as material handling, tanning and dyeing. Manual inspection of leather surfaces is subjective and inconsistent in nature; hence machine vision systems have been widely adopted for the automated inspection of leather defects. It is necessary develop suitable image processing algorithms for localize leather defects such as folding marks, growth marks, grain off, loose grain, and pinhole due to the ambiguous texture pattern and tiny nature in the localized regions of the leather. This paper presents deep learning neural network-based approach for automatic localization and classification of leather defects using a machine vision system. In this work, popular convolutional neural networks are trained using leather images of different leather defects and a class activation mapping technique is followed to locate the region of interest for the class of leather defect. Convolution neural networks such as Google net, Squeeze-net, RestNet are found to provide better accuracy of classification as compared with the state-of-the-art neural network architectures and the results are presented.</p><h3>Graphical Abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00080-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4656592","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Diagnosing the environmental impacts of typical fatliquors in leather manufacture from life cycle assessment perspective 从生命周期评价的角度分析皮革生产中典型加脂剂对环境的影响
Journal of Leather Science and Engineering Pub Date : 2022-03-15 DOI: 10.1186/s42825-022-00084-5
Yue Yu, Qingyong Sun, Yunhang Zeng, Yirui Lin, Ya-nan Wang, Bi Shi
{"title":"Diagnosing the environmental impacts of typical fatliquors in leather manufacture from life cycle assessment perspective","authors":"Yue Yu,&nbsp;Qingyong Sun,&nbsp;Yunhang Zeng,&nbsp;Yirui Lin,&nbsp;Ya-nan Wang,&nbsp;Bi Shi","doi":"10.1186/s42825-022-00084-5","DOIUrl":"10.1186/s42825-022-00084-5","url":null,"abstract":"<div><p>The environmental impacts of typical fatliquors were diagnosed by the life cycle assessment of industrial production and use (post-tanning) processes. Life cycle impact assessment and sensitivity analysis showed that fatliquor and fatliquoring operation were the major contributors to the environmental impacts of post-tanning because a large amount of fatliquors was consumed during fatliquoring operation. The environmental impacts of fatliquors decreased in the following order: chlorinated paraffin (CP) &gt; sulfonated rape oil (SNR) &gt; sulfated rape oil (SR) &gt; phosphated rape oil (PR) &gt; oxidized–sulfited rape oil (OSR). Sulfuric acid, fuming sulfuric acid, and chlorine used for fatliquor modification gave the main contribution to most impact categories for SR, SNR, and CP production, whereas rape oil contributed the most for PR and OSR production. OSR use process reduced the primary energy demand, abiotic depletion potential, and global warming potential by 38.5%, 56.0%, and 48.5%, respectively, compared with CP use process. These results suggested that biomass-derived fatliquors, especially oxidized–sulfited and phosphate modified fatiliquors, helped reduce the environmental burdens in leather manufacturing.</p><h3>Graphical Abstract</h3>\u0000 <figure><div><div><div><picture><source><img></source></picture></div></div></div></figure>\u0000 </div>","PeriodicalId":640,"journal":{"name":"Journal of Leather Science and Engineering","volume":"4 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://JLSE.SpringerOpen.com/counter/pdf/10.1186/s42825-022-00084-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"4622384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
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