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Shedding light on the reverse logistics’ decision-making: a social-media analytics study of the electronics industry in developing vs developed countries 揭示逆向物流决策:发展中国家与发达国家电子行业的社会媒体分析研究
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-07-19 DOI: 10.1080/19397038.2022.2101706
M. Shahidzadeh, Sajjad Shokouhyar
ABSTRACT Growing population leads to generating more waste and depletion of natural resources. Moreover, the cost of supplying some resources has increased substantially. Hence, the manufacturer is trying to focus on planning to get back old or partially/wholly unusable products and make the best disposition decisions on them. This research aims to build a multi-industry applied model using the deep learning method in social media analysis to make the best decision for returning products in reverse logistics, along with the sustainability and circular economy concerns. Furthermore, we outline the usage of social network analytics in aligning consumers’ expectations with supply chain policies, strategies, and decisions. An industry benchmark concerning circular economy concepts can be attained by applying the proposed model to different industries. We have proposed a generalisable model using social media analytics, consumer sentiment analysis, reverse logistics, and circular economy theory to attain a circular supply chain regarding sustainability concerns. Applying the proposed model to the electronics industry as a case study, the model was further validated with Twitter data analysis of developing versus developed countries for laptop devices. We collected over 70-million tweets using the Twitter Application Programming Interface (API) over fifteen months. The results approved the proposed model by leveraging the Twitter geolocation attribute to extract Twitter data from developing and developed countries. Moreover, the model is general enough to be used on various industries’ supply chains and provides managers and policymakers with deep insight into reverse logistics’ decision-making. It would be interesting to use real-time analytics and improve accuracy in future works. We made original contributions to reverse logistics decision-making in the circular economy context. Previous research, which has focused on supply chain decision-making, has been extended by providing theoretical and practical implications for social media analytics and the circular economy ecosystem. Thus, by scrutinising the consumers’ needs and expectations, we suggested the best decision on returned products to close an open-ended supply chain and achieve a circular economy. Furthermore, we derived industry benchmarks for both developing and developed countries separately. The results showed that the best decision on returning products in developing countries is different from developed countries. We advise top managers and policymakers to improve supply chain sustainability using social media analytics in developing and developed countries to substantially optimise waste and companies’ profits.
摘要人口的增长导致自然资源的浪费和枯竭。此外,提供一些资源的成本大幅增加。因此,制造商正试图专注于计划收回旧的或部分/完全不可用的产品,并对其做出最佳处置决定。本研究旨在使用社交媒体分析中的深度学习方法建立一个多行业应用模型,以在逆向物流中对退货产品做出最佳决策,同时考虑可持续性和循环经济问题。此外,我们概述了社交网络分析在将消费者的期望与供应链政策、战略和决策相一致方面的用途。通过将所提出的模型应用于不同的行业,可以获得有关循环经济概念的行业基准。我们提出了一个可推广的模型,使用社交媒体分析、消费者情绪分析、逆向物流和循环经济理论,以实现关于可持续性问题的循环供应链。将所提出的模型应用于电子行业作为案例研究,通过Twitter对发展中国家与发达国家笔记本电脑设备的数据分析,进一步验证了该模型。在15个月的时间里,我们使用Twitter应用程序编程接口(API)收集了7000多万条推文。研究结果通过利用推特地理位置属性从发展中国家和发达国家提取推特数据,批准了所提出的模型。此外,该模型足够通用,可用于各个行业的供应链,并为管理者和决策者提供了对逆向物流决策的深入见解。在未来的工作中使用实时分析并提高准确性将是一件有趣的事情。我们为循环经济背景下的逆向物流决策做出了原创性贡献。先前的研究侧重于供应链决策,通过为社交媒体分析和循环经济生态系统提供理论和实践启示,得到了扩展。因此,通过仔细审查消费者的需求和期望,我们建议对退货产品做出最佳决定,以关闭开放式供应链,实现循环经济。此外,我们分别得出了发展中国家和发达国家的行业基准。结果表明,发展中国家退货的最佳决策与发达国家不同。我们建议高级管理人员和决策者在发展中国家和发达国家使用社交媒体分析来提高供应链的可持续性,以大幅优化浪费和公司利润。
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引用次数: 8
Saving energy in the workplace: evidence from Cambodia 工作场所节能:来自柬埔寨的证据
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-07-07 DOI: 10.1080/19397038.2022.2097457
Bora Ly, Romy Ly
ABSTRACT Individuals need to adopt energy-saving behaviours to reduce energy consumption and carbon emissions. This study examines how energy-saving behaviour is determined at workplaces. A quantitative method was applied in this study. A research instrument was constructed to investigate (391 participants) the determinants of Cambodian public intentions and behaviours under the extended theory of planned behaviour (TPB). Personal moral norms are considered in the model when engaging in such pro-environmental activities. The data was analysed using PLS-SEM. The results show that energy-saving attitudes, subjective norms, perceived behaviour control, and personal moral norms significantly impact workplace energy-saving intentions. Also, results indicated that adding personal moral norms to the TPB model increases its explanatory power. Additionally, the findings contribute to the field of environmental psychology and environmental behaviour in an emerging region.
摘要个人需要采取节能行为来减少能源消耗和碳排放。这项研究考察了工作场所的节能行为是如何决定的。本研究采用定量方法。根据计划行为扩展理论(TPB),构建了一个研究工具来调查(391名参与者)柬埔寨公众意图和行为的决定因素。在参与此类环保活动时,模型中考虑了个人道德规范。使用PLS-SEM对数据进行分析。结果表明,节能态度、主观规范、感知行为控制和个人道德规范对工作场所节能意愿有显著影响。此外,研究结果表明,在TPB模型中加入个人道德规范可以提高其解释力。此外,这些发现有助于新兴地区的环境心理学和环境行为领域。
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引用次数: 5
Design and development of false ceiling board composite material using pineapple leaf Fibre reinforcement in unsaturated polyester matrix 菠萝叶纤维增强不饱和聚酯基假吊顶板复合材料的设计与研制
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-07-07 DOI: 10.1080/19397038.2022.2097456
Yerdawu Zeleke, Temesgen Feleke, Worku Tegegn, Yilkal Atinaf
ABSTRACT In this research work, the design and development of false ceiling board composite from unsaturated polyester with pineapple leaf fibre reinforcement are discussed. The composite material was developed by the hand lay-up method according to the proportion of the fibre and the resin. The reinforced material is used at the fabric stage, and the structure of the fabric is plain mat weave. Hence, the optimum proportion of the raw materials was identified by using central composite design and the best results were 30 % reinforcement and 70 % resin with respect to the better value of physio-mechanical properties of the composite material characterised such as tensile strength, compressive strength, bending strength, water absorption and void fraction. The result showed that the maximum tensile strength is 43.13 N/mm2, the compressive strength is 39.78 N/mm2, the bending strength is 38.65 N/mm2, the minimum water absorbency is 2.52 % and the void fraction is 1.1 %.
摘要:本文主要研究了菠萝叶纤维增强不饱和聚酯复合材料假吊顶板的设计与开发。根据纤维与树脂的配比,采用手工铺层法制备了复合材料。织物阶段采用增强材料,织物结构为平纹席织。因此,采用中心复合设计确定了原料的最佳配比,最佳结果为30%钢筋和70%树脂,复合材料的抗拉强度、抗压强度、抗弯强度、吸水率和空隙率等物理力学性能的较好值。结果表明,该材料的最大抗拉强度为43.13 N/mm2,抗压强度为39.78 N/mm2,抗弯强度为38.65 N/mm2,最小吸水率为2.52%,孔隙率为1.1%。
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引用次数: 4
Development of non-woven from recycled fabric selvedge wastes for functional sound absorption 利用再生织物边角料开发功能性吸声无纺布
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-06-24 DOI: 10.1080/19397038.2022.2092230
Temesggen Feleke Fera, Yerdawu Zeleke, Yohannes Girmay
ABSTRACT Reasons for recycling of waste include conservation of resources, reduction in the need for landfills, paying associated tipping fees and provision of low-cost raw materials for products. A high-speed weaving machine generates a high amount of selvedge wastes. In this study, stitch-bonded non-woven samples were developed by recycling woven fabric selvedge wastes. Selvedge wastes were collected from the weaving department and changed to fibre by using a fabric opener. The fibres are carded by a mechanical carding machine. Non-woven samples were developed, and sound absorption coefficients were measured by an impedance tube according to the ASTM E 1050 standard. The test result shows that the sound absorption coefficient increased with an increasing frequency level of 0 Hz, 500 Hz, 1000 Hz, 1500 Hz, 2000 Hz, 2500 Hz and 3000 Hz. The sound absorption property of all stitch-bonded samples was increased with increasing frequency. Similarly, the sound-absorbing property also increases with the increase in the thickness. The larger the density, the higher the number of fibres per unit area. Structures with less density and open pores absorb the sound with a low frequency of 500 Hz. Structures with high fibre density have better absorbency for frequency levels above 2000 Hz. The air permeability property of the developed sample decreases the sound-absorbing performance.
垃圾回收利用的原因包括节约资源、减少填埋需求、支付相关的倾倒费以及为产品提供低成本的原材料。高速织布机会产生大量的边沿废料。本研究利用机织物边角料的回收利用,研制了缝粘无纺布样品。从织造部门收集边沿废料,用开布器将其转化为纤维。这些纤维是用机械梳理机梳理的。制作无纺布样品,根据ASTM E 1050标准用阻抗管测量吸声系数。试验结果表明,在0 Hz、500 Hz、1000 Hz、1500 Hz、2000 Hz、2500 Hz和3000 Hz的频率水平上,吸声系数随频率水平的增加而增大。随着频率的增加,所有缝接样品的吸声性能都有所提高。同样,吸声性能也随着厚度的增加而增加。密度越大,单位面积的纤维数量越多。密度小、孔隙开放的结构吸收500赫兹的低频声音。纤维密度高的结构对2000赫兹以上的频率有更好的吸收性。显影样品的透气性降低了吸声性能。
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引用次数: 1
Mechanical, wear and thermal conductivity characteristics of snail shell-derived hydroxyapatite reinforced epoxy bio-composites for adhesive biomaterials applications 蜗牛壳羟基磷灰石增强环氧生物复合材料的力学、磨损和导热特性
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-06-06 DOI: 10.1080/19397038.2022.2084174
I. Oladele, Li Onuh, A. S. Taiwo, Sunday G. Borisade, N. I. Agbeboh, S. Lephuthing
ABSTRACT This research investigates the effects of snail shell-based hydroxyapatite (HAp) reinforcements on the mechanical, wear, and selected physical properties of epoxy-based composites. The exploitation of these properties was aimed at assessing the suitability and efficiency of the developed bio-composites for adhesive biomedical applications. Snail shell wastes were sourced and processed to obtain (HAp) particles of ˂20 μm. The bio-derived hydroxyapatite-based epoxy composites were produced using the stir-cast method by mixing the hydroxyapatite with the epoxy resin and hardener before pouring into the moulds where they are allowed to cure. Scanning Electron Microscope (SEM) and X-ray Diffraction (XRD) of the snail shell hydroxyapatite particles were carried out while mechanical, wear, and physical properties of the developed composites were evaluated. SEM images of the fracture surfaces were also examined. The results showed that enhancements occurred from the addition of snail shell-derived HAp to epoxy resin in the developed composites. The results revealed that most of the properties gave their optimum values when 15 wt.% reinforcement was used. At this weight fraction, optimum values were obtained which include 43 MPa for maximum flexural strength, 40HS for hardness, 40 J for impact, 0.35 W/mK for thermal conductivity, and 0.07 for wear index.
摘要本研究探讨了螺壳基羟基磷灰石(HAp)增强材料对环氧基复合材料力学性能、磨损性能和选定物理性能的影响。这些性能的开发旨在评估所开发的生物复合材料用于粘合剂生物医学应用的适用性和效率。对蜗牛壳废料进行来源和处理,以获得20μm的(HAp)颗粒。生物衍生的羟基磷灰石基环氧复合材料是使用搅拌铸造法生产的,在倒入模具中固化之前,将羟基磷灰石与环氧树脂和硬化剂混合。对螺壳羟基磷灰石颗粒进行了扫描电子显微镜(SEM)和X射线衍射(XRD),并对所开发的复合材料的力学性能、磨损性能和物理性能进行了评价。还检查了断裂表面的SEM图像。结果表明,在所开发的复合材料中,在环氧树脂中添加蜗牛壳衍生的HAp会产生增强作用。结果表明,当使用15wt%的增强剂时,大多数性能都达到了最佳值。在该重量分数下,获得了最佳值,包括最大弯曲强度43MPa、硬度40HS、冲击40J、热导率0.35W/mK和磨损指数0.07。
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引用次数: 2
Multi-objective optimization for selecting sustainable materials with simultaneous consideration of several components in a product 同时考虑产品中几个成分的可持续材料选择的多目标优化
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-06-06 DOI: 10.1080/19397038.2022.2080888
Farnaz Sadat Hashemi Sohi, S. Mansour, Amin Dehghanian
ABSTRACT Today, in addition to economic issues, companies face social and environmental challenges in designing their products to stay in a competitive world. One of the essential steps in product sustainability is material selection. Determining the optimal combination of materials to make multi-component products is complicated because there are several material alternatives for each component. In this paper, an integer programming approach is proposed to select materials for products that are composed of many components. In this model, several issues are integrated and solved simultaneously: material selection, supplier selection, manufacturing process selection, assembly process selection, and end-of-life option determination. The objectives of this model are to minimise the producer’s cost and the environmental impact through the entire product life cycle. In order to validate the proposed model, a case study has been conducted in the automotive industry. Finally, by sensitivity analyses, weight reduction on cost and environmental impact has been investigated. The results indicate that lightweight materials are not always the best option in terms of environmental consideration.
如今,除了经济问题外,企业在设计产品以在竞争激烈的世界中立足时还面临着社会和环境方面的挑战。产品可持续性的重要步骤之一是材料选择。确定制造多部件产品的最佳材料组合是复杂的,因为每个部件都有几种材料可供选择。本文提出了一种整数规划方法来选择由多个部件组成的产品的材料。该模型综合解决了材料选择、供应商选择、制造工艺选择、装配工艺选择和寿命终止选择等问题。这种模式的目标是在整个产品生命周期中尽量减少生产者的成本和对环境的影响。为了验证所提出的模型,在汽车行业进行了一个案例研究。最后,通过敏感性分析,探讨了减重对成本和环境的影响。结果表明,轻质材料并不总是环境考虑的最佳选择。
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引用次数: 0
Waste sorting practices of cambodians during covid-19 covid-19期间柬埔寨人的垃圾分类做法
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-04-20 DOI: 10.1080/19397038.2022.2065704
Bora Ly, Romy Ly
ABSTRACT The waste produced swings regardless of individual consumption patterns and social norm variations. People have been required to adapt their everyday dynamics due to the current context imposed by the Covid-19 outbreak. These adaptations in tradition have undoubtedly impacted the environment regarding waste generation and management. Hence, reducing the environmental harm of residential waste through waste segregation and handling is a practical approach. This work used a quantitative method and constructed a research instrument to investigate (398 participants) the determinants influencing Cambodian waste separating intentions and behaviours using the theory of planned behaviour (TPB) during the Covid-19 pandemic. The data was collected and analysed using PLS-SEM. The findings suggested that attitudes, social norms, and moral norms significantly impacted the intention to engage in waste separation and, hence, waste separation behaviour. In addition, the intention construct was found to be the most significant determinant of Cambodian social explicit waste sorting behaviour, suggesting that enhancing the intention of waste separation practice substantially affects waste separation behaviour.
摘要:无论个人消费模式和社会规范的变化如何,产生的废物都会发生波动。由于新冠肺炎疫情造成的当前环境,人们被要求调整自己的日常动态。这些对传统的适应无疑对废物产生和管理的环境产生了影响。因此,通过垃圾分类和处理来减少生活垃圾对环境的危害是一种切实可行的方法。这项工作使用了定量方法,并构建了一个研究工具,利用新冠肺炎大流行期间的计划行为理论(TPB)调查(398名参与者)影响柬埔寨废物分离意图和行为的决定因素。使用PLS-SEM对数据进行收集和分析。研究结果表明,态度、社会规范和道德规范显著影响了参与废物分类的意图,从而影响了废物分类行为。此外,意向结构被发现是柬埔寨社会明确垃圾分类行为的最重要决定因素,这表明加强垃圾分类实践的意向会对垃圾分类行为产生重大影响。
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引用次数: 8
The influence and analysis of urban spatial elements on national economic development 城市空间要素对国民经济发展的影响与分析
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-04-04 DOI: 10.1080/19397038.2022.2059590
Yulin Zhao, Junke Li, Kai Liu, Jiang’e Wang
ABSTRACT Cities play an essential role in promoting the development of the whole national economy. Many scholars have proposed different methods to study this problem, but all have ignored the critical influence of network attention on the economy. Therefore, this study uses big Network data to profoundly analyse the relationship between urban spatial development and economic growth in eastern, central, and western China, further study this issue, and provide theoretical support for urban economic development. This study first divides China into three regions: eastern, central, and western, then selects the indicators of the national economy and urban development from 2014 to 2019, and finally constructs a panel regression model to explore the relationship between urban space elements and national economic development. The results show that China’s national economic development is closely related to spatial factors such as urban transportation, environment, science and technology, energy consumption, and housing price. These findings will help to make full use of the natural advantages of each region and guide the rational planning of the urban economy. This study provides references for urban development planning and industrial transfer in various regions of China and offers feasible suggestions for China’s overall national economic growth.
城市在促进整个国民经济发展中发挥着至关重要的作用。许多学者提出了不同的方法来研究这一问题,但都忽视了网络注意力对经济的关键影响。因此,本研究利用大网络数据,深入分析了中国东部、中部和西部城市空间发展与经济增长的关系,进一步研究了这一问题,为城市经济发展提供了理论支持。本研究首先将中国划分为东部、中部和西部三个区域,然后选取2014-2019年国民经济和城市发展的指标,最后构建面板回归模型,探讨城市空间要素与国民经济发展的关系。研究结果表明,中国国民经济发展与城市交通、环境、科技、能源消耗、房价等空间因素密切相关。这些发现将有助于充分利用每个地区的自然优势,指导城市经济的合理规划。本研究为中国各地区的城市发展规划和产业转移提供了参考,并为中国整体国民经济增长提供了可行的建议。
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引用次数: 0
Measuring technical, environmental and eco-efficiency in municipal solid waste management in Chile 衡量智利城市固体废物管理的技术、环境和生态效率
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-03-23 DOI: 10.1080/19397038.2022.2053606
R. Sala-Garrido, Manuel Mocholí-Arce, M. Molinos-Senante, A. Maziotis
ABSTRACT Moving towards a circular and sustainable economy requires improving the management of municipal solid waste (MSW) increasing recycling rates while minimising unsorted waste and operational costs. It is essential to evaluate the economic and environmental efficiency of MSW services. Previous studies focused on developed countries and employed radial parametric and non-parametric methods. By contrast, this study assessed the technical efficiency, environmental efficiency and eco-efficiency of several Chilean municipalities employing the non-radial range adjusted measure approach. A second stage of assessment was conducted to explore the influence of a set of environmental variables on efficiency scores. Results revealed that the evaluated Chilean municipalities performed poorly from a technical perspective since the average technical efficiency score was 0.484. By contrast, average environmental efficiency and eco-efficiency scores were 0.899 and 0.922, respectively. Nevertheless, the percentage of eco-efficient municipalities was lower than 1%. It was also found that tourism had a major and negative impact on all types of efficiency. By contrast, population density had a significant and positive impact on environmental efficiency. The assessment of three types of efficiency provides relevant information to policymakers to define specific strategies to improve MSW management according to sustainability and circular economic objectives.
向循环和可持续经济发展需要改善城市固体废物(MSW)的管理,提高回收率,同时最大限度地减少未分类废物和运营成本。评价城市固体废物服务的经济效益和环境效益是十分必要的。以往的研究主要集中在发达国家,采用径向参数和非参数方法。相比之下,本研究评估了几个智利城市的技术效率、环境效率和生态效率,采用了非径向范围调整的测量方法。第二阶段的评估是为了探索一组环境变量对效率得分的影响。结果显示,从技术角度来看,被评估的智利市政当局表现不佳,平均技术效率得分为0.484。环境效率和生态效率的平均得分分别为0.899和0.922。然而,生态高效城市的比例低于1%。研究还发现,旅游业对所有类型的效率都有重大的负面影响。人口密度对环境效率有显著的正向影响。对三种类型效率的评估为决策者提供了相关信息,以便根据可持续性和循环经济目标确定改善城市固体废物管理的具体战略。
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引用次数: 3
A framework for the integration of lean, green and sustainability practices for operation performance in South African SMEs 南非中小企业运营绩效精益、绿色和可持续性实践整合框架
IF 3.7 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2022-02-24 DOI: 10.1080/19397038.2022.2042619
Ramads Thekkoote
ABSTRACT To make small and medium enterprises (SMEs) competitive, they not merely concentrate the results of the operational measures and combine the environmental dimension by adopting lean and green models together. The present literature study proves that lean activities in SMEs have a direct positive effect on green and sustainable practices. However, the combined effect of sustainable, lean, and green has not been investigated empirically. This paper aims to identify the relationship between lean, green, and sustainable practices for environmental development economic efficiency among small and medium-sized enterprises. The structural equation modelling technique was used to examine the direct effect of lean practices on sustainability, with green manufacturing as the mediating variable. The research depends on the collection of data from 210 manufacturing organisations. The result of the study indicates that lean practices directly affect sustainability and confirm that green manufacturing is a significant mediating parameter. These findings will be used to establish a comprehensive model for the sustainable lean, green system to direct small and medium-sized enterprises to achieve sustainable development. The research results can benefit in making the policies for industrial professionals on (SMEs) by focusing on critical issues to help implement and evaluate sustainable, lean, and green practices
摘要为了使中小企业具有竞争力,它们不仅要集中运营措施的结果,还要通过采用精益和绿色模式来结合环境维度。目前的文献研究证明,中小企业的精益活动对绿色和可持续实践有着直接的积极影响。然而,可持续、精益和绿色的综合效应尚未得到实证研究。本文旨在确定中小企业环境发展经济效率的精益、绿色和可持续实践之间的关系。结构方程建模技术用于检验精益实践对可持续性的直接影响,绿色制造是中介变量。这项研究依赖于从210个制造组织收集的数据。研究结果表明,精益实践直接影响可持续性,并证实绿色制造是一个重要的中介参数。这些发现将用于建立可持续精益、绿色系统的综合模型,指导中小企业实现可持续发展。研究结果可以通过关注关键问题来帮助实施和评估可持续、精益和绿色实践,从而有助于制定针对(中小企业)行业专业人员的政策
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引用次数: 18
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International Journal of Sustainable Engineering
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