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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
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

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−2), 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.

Graphical abstract

生产环保型无铬皮革对实现皮革工业的可持续发展具有重要意义。传统制革理论认为,如果不使用交联剂(如铬盐)在原皮中的胶原纤维中,是不可能将原皮转化为皮革的。在这里,我们开发了一种全新的皮革生产策略,首次依靠复合脱水介质实现自驱动定向脱水机制,而不是遵循皮革工业一个多世纪以来遵循的经典交联机制来实现无铬皮革的生产。我们论证了制革的本质是调节生皮中的水分含量,而不是在胶原纤维之间形成交联。由无水乙醇和分子筛(3A活化沸石粉)组成的复合脱水介质,通过在原料皮和乙醇之间建立稳定的水浓度梯度,成功地保证了原料皮的连续自驱动定向脱水,显著提高了原料皮中胶原纤维的分散性(含水量从56.07%降低到5.20%)。因此,由于消除了任何鞣制剂,获得比铬鞣革更生态的无铬皮革。制备的无铬革具有优异的撕裂力(174.86 N)、抗拉强度(24.56 N mm−2)、断裂伸长率(53.28%)和干热稳定性,优于铬鞣革。值得注意的是,使用的复合脱水介质是可回收的,用于无铬皮革制造,因此促进了环保的皮革制造过程。我们的研究有望开辟一种新的概念皮革制造策略,适用于实现环保皮革的大量生产。图形抽象
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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
Pub Date : 2022-05-15 DOI: 10.1186/s42825-022-00088-1
Bo Li, Xianyi Zhang

Background

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.

Research question

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.

Methods

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.

Results

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.

Significance

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.

Graphical Abstract

趾外步态常被用作一种保守的技术来减少膝关节内收力矩,目的是改善膝关节骨关节炎的进展。压力中心(COP)不仅可以用于评估步态稳定性,而且由于不依赖于精确的足区划分,因此比局部足底压力更可靠和实用。然而,据作者所知,很少有研究报道足部前进角对COP动态特性的影响。研究问题:本研究的目的是研究故意向外倾斜的步态对健康人步行时COP轨迹和稳定性的影响。方法30名健康青年在一条8米长的人行道上行走。采用Footscan 1 m压力板测量行走时的压力中心。结果与正常步态相比,外翻步态的COP在初始接触阶段横向移动,在前足接触阶段横向和向前移动。平足阶段COP的平均前后速度减少0.109 m/s,平足阶段和前脚蹬离阶段的持续时间分别增加4.5%和减少7.0%。与正常步态相比,本研究的结果表明,在我们的实验条件下,足部的生物力学改变可能会降低步态稳定性,增加脚趾外伸行走时的前足负荷。这种情况可以通过精心设计的鞋子或定制的鞋垫来改善,生物力学分析方法可以用来测试治疗性鞋子或鞋垫对故意向外行走的个人的功效。图形抽象
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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
Pub Date : 2022-05-15 DOI: 10.1186/s42825-022-00086-3
Hui Liu, Keyong Tang, Xiumin Li, Jie Liu, Xuejing Zheng, Ying Pei

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 Na2S/Ca(OH)2 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 Na2S/Ca(OH)2. 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 (NH3-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.

Graphical abstract

皮革是一种以胶原蛋白为基础的生物质,由生皮或生皮通过一系列的单元操作制备而成,其中脱毛和纤维打开是极其重要的操作。然而,传统的Na2S/Ca(OH)2体系在脱毛和开纤过程中对环境造成了污染。有必要开发Na2S/Ca(OH)2的替代技术。本研究采用1-烯丙基-3-甲基咪唑氯([AMIm]Cl)配合疾病进行循环脱毛和一锅梁房回收牛皮,并与常规处理方法进行比较。在此过程中,研究了[AMIm] cl - disase协同脱毛和胶原纤维打开的机制。对[AMIm]Cl-处理废水中的植物危害、有机物和[AMIm]Cl分别进行了调查和分离,评价了[AMIm]Cl-处理的环境效益和经济效益。结果表明,[AMIm] cl - disapase体系使用5次脱毛后的酶活性高于kcl - disapase体系,且脱毛时间较短,这是由于[AMIm] cl - disapase溶液在牛皮中的快速渗透。因此,[AMIm] cl - disapase工艺制革的拉伸强度和弹性模量高于kcl - disapase和常规工艺制革的拉伸强度和弹性模量,其水热收缩温度与常规工艺制革的水热收缩温度相当。[AMIm] cl处理工艺废水排放(WD)降低58.13%,总固相(TS)降低66.60%,氨氮(NH3-N)降低97.23%,废水无毒,废水中有机物回收,有望替代传统工艺,减少环境污染,实现皮革制造技术的可持续发展。图形抽象
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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
Pub Date : 2022-04-15 DOI: 10.1186/s42825-022-00083-6
Linshan Zhang, Shiyang Yan, Ruoyi Li, Weihua Dan, Luming Yang

Background

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.

Method

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.

Results

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.

Conclusions

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.

Graphical Abstract

研究发现,与体重正常的儿童相比,肥胖儿童表现出更大的姿势不稳定。然而,目前还不清楚他们改变的姿势控制能力是否会在减肥后恢复到正常模式。本研究旨在探讨减肥对肥胖儿童压力中心(COP)的影响。方法对147例患儿进行为期3年的随访。总共有22名7-13岁的参与者被招募,在36个月后他们的肥胖问题得到缓解。采用Footscan压力板采集其动态足底压力数据。计算COP在前后(AP)和中外侧(ML)方向的四个子相、位移和速度的归一化时间,进行Kolmogorov-Smirnov检验和配对样本t检验进行统计分析。结果体重减轻后,儿童前足接触期(FFCP)标准化时间显著增加,平足期(FFP)标准化时间显著减少。他们在减肥后也表现出更多的内侧和后部定向的COP路径。在ml方向上,FFP和FFPOP期间COP位移增大,FFPOP期间COP速度增大。在ap方向上,FFP和FFPOP期间COP速度增加。结论减肥对肥胖儿童的COP特征和体位稳定性有影响。COP轨迹可以为评估足部功能提供必要的信息。研究结果可能对肥胖儿童、医务人员和保健医生有用。图形抽象
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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
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

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.

Graphical abstract

细胞外基质(ECM)具有广泛、丰富和多能性的特点。在ECM成员中,胶原蛋白因其必不可少的结构特性和丰富的生物学功能被广泛认为是最突出的成分之一,可以为ECM的其他成分提供支架,并在组织工程中得到广泛应用。越来越多的证据表明,ECM降解和重塑的平衡对母胎界面的调节至关重要,包括月经周期、脱人格、胚胎着床和妊娠维持。此外,这些疾病可能最终导致妊娠失败。虽然辅助受孕和胚胎培养技术的进步给许多不孕夫妇带来了希望,但一些不良后果,如反复植入失败(RIF)、反复妊娠丢失(RPL)或反复流产(RM),一直困扰着临床医生和患者。近年来,模拟母胎界面微环境的体外三维(3D)模型被开发出来,用于研究受孕和妊娠的生理病理条件。这项技术的进展是基于明确ECM在子宫内膜中的作用以及子宫内膜与受孕之间的相互作用。本文以胶原蛋白为重点,综述了ECM的降解和调控及其在正常月经、子宫内膜容受性和不孕症治疗中发生的不良事件中的作用,以及在改善妊娠结局的治疗方法中的应用。更多关于细胞间充质干细胞与母胎界面相互作用或局部免疫调节的研究可能会为不孕不育治疗的临床应用提供新的思路和进展。图形抽象
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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
Pub Date : 2022-04-15 DOI: 10.1186/s42825-022-00082-7
Jun Zhao, Qinglian Wu, Yuling Tang, Jianfei Zhou, Hongguang Guo

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.

Graphical abstract

各种废物特别是制革过程产生的废水管理不善造成了严重的环境问题,并最终损害了人类健康。制革废水污染的治理一直在不断努力,但终端处理仍占主导地位。本文综述了2000年至2021年TWW的处理研究,并对混凝絮凝、吸附、生物处理、膜过滤、高级氧化等主要处理方法进行了简要介绍。由于电化学处理方法具有环保、高效等优良性能,近年来受到越来越多的研究关注,本文对其进行了较为详细的介绍。针对TWW恶劣的理化条件,推荐综合或联合处理的方法,其性能更好,功能更多功能,但需要对方法组合的优化和成本效益进行综合研究。提出了处理污泥中残留铬和出水含盐量高的问题,并提出了可能的解决方案。并提出了实现多功能化、资源化、集约化是未来TWW处理的发展方向。这篇综述希望为那些渴望改善TWW污染问题的研究人员和了解该领域使用的各种方法提供一般指导。图形抽象
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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
Pub Date : 2022-03-28 DOI: 10.1186/s42825-022-00085-4
Xiaoyue Yu, Haiping Zhang, Yiliang Miao, Shanbai Xiong, Yang Hu

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.

Graphical abstract

胶原具有仿生学成分和分层结构的特点,具有特殊的生物活性和可调节的理化性质,如低免疫原性、生物相容性和可控制降解,促进细胞粘附、迁移和增殖,在修复软骨缺损方面具有巨大的潜力。因此,胶原基生物材料作为多孔支架或功能涂层在无细胞支架和组织工程中用于软骨修复的策略已被探索。在这些成型技术中,冻干技术经常被使用并进行特殊修改,而3d打印和静电纺丝技术则是更精确的结构控制器。此外,适当的交联处理和掺入生物活性物质一般有助于胶原基生物材料满足缺损部位的理化要求,增强修复性能。并从体外、体内、临床等方面对生物材料的修复效果进行了综合评价,重点从形态观察、特征产生、关键基因表达等方面进行了综述。最后总结了基于生物材料的软骨缺损修复所面临的挑战,即如何适应软骨高度复杂的结构和功能差异。图形抽象
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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
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

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.

Graphical abstract

增塑剂迁移是导致聚氯乙烯(PVC)合成材料过早涂层失效的原因,而这些材料作为一种可靠且经济高效的真皮仿制品,继续造福于我们的日常生活。在这种情况下,建立衡量增塑剂在不同情况下迁移率的标准分析方法在比较pvc衍生皮革模拟剂的耐久性方面起着关键作用。在这篇综述中,编译了过去十年中开发的用于确定PVC涂层增塑剂迁移的多种方法,并考虑了它们的工作原理、优点和局限性,以及每种方法所需的特定设备。结论部分讨论了该领域当前面临的挑战,并强调了核磁共振和计算模拟如何在产生可比较结果方面超越传统分析,从而以节省劳动力和时间的方式筛选抗迁移增塑剂。由于抗迁移性是增塑剂的决定性性能指标,本系统综述可以为PVC合成材料行业的许多从业者提供指导,他们现在正在验证各种据称与传统但有毒的邻苯二甲酸二(2-乙基己基)增塑剂性能相同的可持续替代品。图形抽象
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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
Pub Date : 2022-03-16 DOI: 10.1186/s42825-022-00080-9
Praveen Kumar Moganam, Denis Ashok Sathia Seelan

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.

Graphical Abstract

现代皮革工业的重点是生产高质量的皮革产品,以保持市场竞争力。然而,在制造过程的各个阶段,如材料处理,鞣制和染色,都会引入各种皮革缺陷。人工检查皮革表面是主观的,性质不一致;因此,机器视觉系统已被广泛应用于皮革缺陷的自动检测。由于皮革局部区域的纹理图案不明确、细小的性质,有必要开发合适的图像处理算法来定位皮革缺陷,如褶皱痕迹、生长痕迹、脱粒、松粒、针孔等。本文提出了一种基于深度学习神经网络的机器视觉皮革缺陷自动定位与分类方法。在这项工作中,使用不同皮革缺陷的皮革图像训练流行的卷积神经网络,并采用类激活映射技术来定位皮革缺陷类别的感兴趣区域。与最先进的神经网络架构相比,发现卷积神经网络如Google net, Squeeze-net, RestNet提供了更好的分类准确性,并给出了结果。图形抽象
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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
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

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) > sulfonated rape oil (SNR) > sulfated rape oil (SR) > phosphated rape oil (PR) > 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.

Graphical Abstract

通过对工业生产和使用(鞣制后)过程的生命周期评价,对典型加脂剂的环境影响进行了诊断。生命周期影响评价和敏感性分析表明,加脂剂和加脂操作是鞣制后环境影响的主要因素,因为加脂操作消耗了大量的加脂剂。加脂剂对环境的影响从大到小依次为:氯化石蜡(CP) >磺化菜籽油(SNR) >磺化菜籽油(SR) >磷酸菜籽油(PR) >氧化亚硫酸菜籽油(OSR)。对SR、SNR和CP产量影响最大的是硫酸、发烟硫酸和加脂剂改性用氯,而对PR和OSR产量影响最大的是菜籽油。OSR利用过程与CP利用过程相比,一次能源需求、非生物耗竭潜力和全球变暖潜力分别降低了38.5%、56.0%和48.5%。这些结果表明,生物质衍生的脂质油,特别是氧化亚硫酸盐和磷酸盐改性脂质油,有助于减轻皮革制造业的环境负担。图形抽象
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引用次数: 5
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Journal of Leather Science and Engineering
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