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End-of-life management of electric and electronic equipment: A literature review based on mapping knowledge domains 电子电气设备报废管理:基于知识图谱的文献综述
Pub Date : 2022-12-01 DOI: 10.1016/j.cec.2022.100008
Jie Li , Shidi Zhang , Yanan Jiang

Electronic waste (e-waste) refers to obsolete electronic and electrical equipment and its materials. Due to the complex structure and composition of e-waste, improper disposal may generate substances harmful to humans and the environment and result in the loss of recyclable substances. To tackle the challenges in the end-of-life management of e-waste, there is a need for a systematic review of what the literature has investigated and found. Therefore, this paper aims to explore the extensive scientific literature related to e-waste management using a visualized approach. Overall, 8149 research articles were selected and exported from the Web of Science and then analyzed based on mapping knowledge domains. CiteSpace and Gephi, as effective tools, were utilized to identify hidden patterns and correlations from large and complex research outcomes from 1998 to 2019. This research discussed the evolution of global e-waste management, the knowledge-based network, research topics, frontiers and the cooperation relationships. Finally, this state-of-the-art review generated a few research directions that can be further investigated in this research field.

电子垃圾(e-waste)是指废弃的电子电气设备及其材料。由于电子垃圾结构和成分复杂,处理不当可能会产生对人类和环境有害的物质,造成可回收物质的损失。为了应对电子废物报废管理方面的挑战,有必要对文献调查和发现的内容进行系统回顾。因此,本文旨在利用可视化方法探索与电子废物管理相关的广泛科学文献。总体而言,从Web of Science中选择并导出了8149篇研究论文,然后基于知识域映射进行分析。CiteSpace和Gephi作为有效工具,用于从1998 - 2019年的大型复杂研究成果中识别隐藏的模式和相关性。本研究讨论了全球电子废弃物管理的演变、知识网络、研究课题、前沿和合作关系。最后,本文总结了本研究领域有待进一步研究的几个研究方向。
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引用次数: 7
Disentangling the worldwide web of e-waste and climate change co-benefits 解开全球电子垃圾网络和气候变化的共同利益
Pub Date : 2022-12-01 DOI: 10.1016/j.cec.2022.100011
Narendra Singh , Oladele A. Ogunseitan

The benefits of consumer electronic products have transformed every societal sector worldwide. However, the adverse impacts of electronic waste (e-waste) disproportionately affect low-income communities and marginalized ecosystems in nations with economies in transition. The embodied carbon footprint of new electronic products, especially information and communications technology (ICT) devices, is an important source of greenhouse gas (GHG) emissions, accounting for 67% ± 15% of total lifetime emissions, instigated by mineral mining, manufacturing, and supply chain transportation. We estimate that between 2014 and 2020, embodied GHG emissions from selected e-waste generated from ICT devices increased by 53%, with 580 million metric tons (MMT) of CO2e emitted in 2020. Without specific interventions, emissions from this source will increase to ∼852 MMT of CO2e annually by 2030. Increasing the useful lifespan expectancy of electronic devices by 50%–100% can mitigate up to half of the total GHG emissions. Such outcomes will require coordination of eco-design and source reduction, repair, refurbishment, and reuse. These strategies can be a key to efforts towards climate neutrality for the electronics industry, which is currently among the top eight sectors accounting for more than 50% of the global carbon footprint.

消费电子产品的好处已经改变了世界各地的每个社会部门。然而,电子废物的不利影响对经济转型国家的低收入社区和边缘化生态系统造成了不成比例的影响。新电子产品,特别是信息和通信技术(ICT)设备的隐含碳足迹是温室气体(GHG)排放的重要来源,占总生命周期排放量的67%±15%,由矿物开采,制造和供应链运输引起。我们估计,在2014年至2020年期间,ICT设备产生的选定电子废物的实际温室气体排放量增加了53%,2020年排放的二氧化碳当量为5.8亿吨。如果不采取具体干预措施,到2030年,这一来源的排放量将增加到每年8.52亿吨二氧化碳当量。将电子设备的使用寿命延长50%-100%可以减少多达一半的温室气体排放总量。这样的结果需要生态设计和资源减少、维修、翻新和再利用的协调。这些策略可以成为电子行业实现气候中和努力的关键,电子行业目前是全球八大行业之一,占全球碳足迹的50%以上。
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引用次数: 9
Metallic product recognition with dual attention and multi-branch residual blocks-based convolutional neural networks 基于双注意和多分支残差块的卷积神经网络的金属产品识别
Pub Date : 2022-12-01 DOI: 10.1016/j.cec.2022.100014
Honggui Han , Qiyu Zhang , Fangyu Li , Yongping Du , Yifan Gu , Yufeng Wu

Visual recognition technologies based on deep learning have been gradually playing an important role in various resource recovery fields. However, in the field of metal resource recycling, there is still a lack of intelligent and accurate recognition of metallic products, which seriously hinders the operation of the metal resource recycling industry chain. In this article, a convolutional neural network with dual attention mechanism and multi-branch residual blocks is proposed to realize the recognition of metallic products with a high accuracy. First, a channel-spatial dual attention mechanism is introduced to enhance the model sensitivity on key features. The model can focus on key features even when extracting features of metallic products with too much confusing information. Second, a deep convolutional network with multi-branch residual blocks as the backbone while embedding a dual-attention mechanism module is designed to satisfy deeper and more effective feature extraction for metallic products with complex characteristic features. To evaluate the proposed model, a waste electrical and electronic equipment (WEEE) dataset containing 9266 images in 18 categories and a waste household metal appliance (WHMA) dataset containing 11,757 images in 23 categories are built. The experimental results show that the accuracy reaches 94.31% and 95.88% in WEEE and WHMA, respectively, achieving high accuracy and high quality recycling.

基于深度学习的视觉识别技术已逐渐在各个资源回收领域发挥重要作用。然而,在金属资源回收领域,对金属产品的智能、精准识别仍然缺乏,严重阻碍了金属资源回收产业链的运作。本文提出了一种具有双注意机制和多分支残差块的卷积神经网络,实现了金属产品的高精度识别。首先,引入通道-空间双注意机制,提高模型对关键特征的敏感性;该模型在提取金属产品特征时,即使信息混乱,也能突出关键特征。其次,设计了以多分支残差块为主干,嵌入双注意机制模块的深度卷积网络,满足对具有复杂特征特征的金属产品进行更深入、更有效的特征提取;为了评估所提出的模型,构建了一个包含18个类别9266张图像的废旧电子电气设备(WEEE)数据集和一个包含23个类别11757张图像的废旧家用金属电器(WHMA)数据集。实验结果表明,在WEEE和WHMA中,准确率分别达到94.31%和95.88%,实现了高精度和高质量的回收。
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引用次数: 2
State-of-the-art lithium-ion battery recycling technologies 先进的锂离子电池回收技术
Pub Date : 2022-12-01 DOI: 10.1016/j.cec.2022.100015
Muammer Kaya

Lithium (Li) is primarily found in mineral resources, brines, and seawater. Extraction of Li from mineral ore deposits is expensive and energy-intensive. Li-ion batteries (LIBs) are certainly one of the important alternatives to lessen the dependence on fossil fuel resources. The global demand for LIBs for portable electrical and electronic equipment (EEE) and EVs have increased significantly, and the amount of spent LIBs (S-LIBs) is rising logarithmically. S-LIBs contain both hazardous heavy metals and toxic organic chemicals that create a serious threat to human health and the ecosystem. The current position requires the recycling of S-LIBs indispensable for the protection of the environment and the recycling of scarce raw materials from economic aspects. In this manuscript, recent developments and state-of-the-art technologies for LIB recycling were focused on and reviewed comprehensively. Pretreatment methods (such as discharging, dismantling, cathode active material (CAM) removal, binder elimination methods, classification, and separation) for S-LIBs are introduced, and all available and novel technologies that are used in different physical and chemical recovery processes are summarized and compared. The pretreatment process in LIB recycling can both improve the recovery rate of the valuable components and significantly lessen the subsequent energy consumption. Notably, pretreatment, metal extraction, and product preparation stages play vital roles in all LIB recovery processes, based on pyrometallurgy, hydrometallurgy, biometallurgy, direct recycling, and mechanical treatment and water leaching. The main goal of this review is to address the novel S-LIB materials’ current recycling research status and innovations for integrated, eco-friendly, economic, low carbon, and clean energy technologies. In the end, different industrial recycling processes are compared, existing challenges are identified and suggestions and perspectives for future LIBs recycling applications are highlighted.

锂(Li)主要存在于矿产资源、盐水和海水中。从矿床中提取锂是昂贵且耗能的。锂离子电池(LIBs)无疑是减少对化石燃料资源依赖的重要替代品之一。全球便携式电子电气设备(EEE)和电动汽车对锂离子电池的需求大幅增加,使用的锂离子电池(s - lib)的数量正呈对数增长。s - lib含有有害重金属和有毒有机化学物质,对人类健康和生态系统构成严重威胁。当前的形势要求从经济角度出发,对s - lib的回收利用是保护环境不可或缺的,也是稀缺原材料的回收利用。在这篇文章中,最近的发展和最先进的技术的LIB回收是集中和全面审查。介绍了s - lib的预处理方法(如放电、拆除、阴极活性物质(CAM)去除、粘合剂消除方法、分类和分离),并对不同物理和化学回收过程中使用的所有现有和新颖技术进行了总结和比较。LIB回收中的预处理工艺既能提高有价组分的回收率,又能显著降低后续的能耗。值得注意的是,预处理、金属提取和产品制备阶段在基于火法冶金、湿法冶金、生物冶金、直接回收、机械处理和水浸出的所有锂回收工艺中起着至关重要的作用。本文综述了新型S-LIB材料的回收研究现状,以及在综合、环保、经济、低碳和清洁能源技术方面的创新。最后,对不同的工业回收工艺进行了比较,指出了存在的挑战,并对未来锂离子电池的回收应用提出了建议和展望。
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引用次数: 17
The Circular Economy and Natural Capital in the Tourism and Hospitality Industry 旅游与酒店业的循环经济与自然资本
Pub Date : 2022-10-01 DOI: 10.55845/irvu6231
Peter Jones, M. Wynn
There is growing interest in the role that the circular economy and natural capital might play in the transition to a more sustainable tourism and hospitality industry. While both concepts have attracted attention in the academic, professional and policy literature, few leading tourism and hospitality companies have publicly embraced the two concepts to inform their sustainability programmes. This paper is a narrative review that reports and reflects upon the existing literature, and offers two illustrative case examples of how hotel companies are publicly addressing these concepts. The paper concludes that the circular economy and the protection and enhancement of natural capital offer linked environmental and business benefits for the tourism and hospitality industry, but that, for a number of reasons, there is limited evidence that the two concepts have informed sustainability programmes within the sector. Further research could usefully build upon this study to examine, amongst other aspects, stakeholder involvement in pressuring companies to pursue circular economy and natural capital objectives, the role of digital technologies in supporting this transition, and the wider supply chain implications of such initiatives
人们对循环经济和自然资本在向更可持续的旅游业和酒店业过渡中可能发挥的作用越来越感兴趣。虽然这两个概念在学术、专业和政策文献中都引起了人们的注意,但很少有领先的旅游和酒店公司公开接受这两个概念,为其可持续发展方案提供信息。本文是一篇叙述性的评论,报告和反思现有的文献,并提供了酒店公司如何公开解决这些概念的两个说明性案例。论文的结论是,循环经济和自然资本的保护和增强为旅游业和酒店业提供了相关的环境和商业效益,但由于一些原因,没有证据表明这两个概念为该部门的可持续性方案提供了信息。进一步的研究可以有效地建立在本研究的基础上,以检查利益相关者在向公司施加压力以追求循环经济和自然资本目标方面的参与,数字技术在支持这一转变中的作用,以及此类举措对更广泛的供应链的影响
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引用次数: 0
Process performance measurement framework for circular supply chain: An updated SCOR perspective 循环供应链的过程绩效度量框架:更新的SCOR视角
Pub Date : 2022-10-01 DOI: 10.55845/kaiz3670
Laura Montag, Tom Pettau
This paper presents a theoretical and conceptual approach for measuring the supply chain’s performance in the circular economy era. Since not only economic but also environmental, social, and especially circularity performance must be measured within circular supply chains, adapted performance measurement systems are required. The proposed performance measurement system is based on a SCOR model adapted for circular supply chains (including the processes use and recover) and provides a comprehensive composition of indicators to holistically measure the supply chain’s performance from an economic, environmental, social, and circular perspective.
本文提出了一种衡量循环经济时代供应链绩效的理论和概念方法。由于在循环供应链中不仅要衡量经济绩效,还要衡量环境、社会绩效,特别是循环绩效,因此需要适应的绩效衡量体系。所提出的绩效衡量系统基于适用于循环供应链(包括流程使用和回收)的SCOR模型,并提供综合指标组合,从经济、环境、社会和循环的角度全面衡量供应链的绩效。
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引用次数: 1
Feasibility study on using excavated soil and rock to sintering utilization 挖掘出的土石进行烧结利用的可行性研究
Pub Date : 2022-09-01 DOI: 10.1016/j.cec.2022.100007
Jing Bai , Peng Kang , Wenbo Zhang , Kunyang Chen , Yu Zhang , Ding Zhou , Huabo Duan

Urban construction, especially the ongoing large-scale expansion and utilization of underground space, has resulted in massive excavated soil and rock (ESR) from buildings and subways. Therefore, this study aims to explore the technical ways of ESR sintering utilization from the perspective of technology, environment, and policy through qualitative and quantitative methods. The study analyzes the soil properties and distribution of different depths, and the annual production of clay-rich ESR accounts for about 30 million m³ in Shenzhen. More importantly, the comparison between various pollutant concentrations of ESR in Shenzhen and local soil background values showed that the ESR in Shenzhen had no environmental risks. This study can not only provide a scientific basis for ESR as the raw material of sintering but also provide a theoretical basis for the promotion of the pilot of “Zero waste city”.

城市建设,特别是地下空间的大规模扩张和利用,造成了大量建筑物和地铁的开挖土岩(ESR)。因此,本研究旨在通过定性和定量相结合的方法,从技术、环境和政策的角度探索电渣烧结利用的技术途径。研究分析了不同深度的土壤性质和分布,深圳富粘土ESR年产量约为3000万m³。更重要的是,深圳ESR中各种污染物浓度与当地土壤背景值的比较表明,深圳ESR不存在环境风险。本研究不仅可以为电渣作为烧结原料提供科学依据,也可以为推进“零废城市”试点提供理论依据。
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引用次数: 4
Reshaping global policies for circular economy 重塑全球循环经济政策
Pub Date : 2022-09-01 DOI: 10.1016/j.cec.2022.100003
Xianlai Zeng , Oladele A. Ogunseitan , Shinichiro Nakamura , Sangwon Suh , Ulrich Kral , Jinhui Li , Yong Geng

Circular economy is recognized as a powerful integrative framework envisioned to solve societal problems linked to environmental pollution and resource depletion. Its adoption is rapidly reforming manufacturing, production, consumption, and recycling across various segments of the economy. However, circular economy may not always be effective or even desirable owing to the spatiotemporal dimensions of environmental risk of materials, and variability of global policies. Circular flows involving toxic materials may impose a high risk on the environment and public health such that overemphasis on anthropogenic circularity is not desirable. Moreover, waste flows at a global scale might result in an uneven distribution of risks and costs associated with a circular economy. Among other benefits, circular economy needs to generate environmental advantages, energy savings, and reductions of greenhouse gas emissions. Recent attempts to implement the carbon neutrality strategy globally will likely push the circular economy further into more economic sectors, but challenges remain in implementing and enforcing international policies across national boundaries. The United Nations Basel Convention on the Transboundary Movement of Hazardous Waste and their disposal is used here as an example to illustrate the challenges and to propose a way forward for anthropogenic circularity.

循环经济被认为是一个强大的综合框架,旨在解决与环境污染和资源枯竭有关的社会问题。它的采用正在迅速改变经济各个部门的制造、生产、消费和回收。然而,由于材料环境风险的时空维度和全球政策的可变性,循环经济可能并不总是有效甚至可取的。涉及有毒物质的循环流动可能对环境和公共健康造成高风险,因此不应过分强调人为循环。此外,全球范围的废物流动可能导致与循环经济有关的风险和成本分布不均。在其他好处中,循环经济需要产生环境优势、节约能源和减少温室气体排放。最近在全球范围内实施碳中和战略的尝试可能会将循环经济进一步推向更多的经济部门,但在跨国界实施和执行国际政策方面仍然存在挑战。本文以《联合国关于危险废物越境转移及其处置的巴塞尔公约》为例,说明所面临的挑战,并提出人为循环的前进方向。
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引用次数: 18
The dynamic stock-flow and driving force analysis of the building metal and non-metal resources at a city scale: An empirical study in Macao 城市尺度建筑金属与非金属资源动态存量流动及驱动力分析——以澳门为例
Pub Date : 2022-09-01 DOI: 10.1016/j.cec.2022.100004
Yuqiong Long , Zheng Li , Qingbin Song , Kaihan Cai , Quanyin Tan , Guiming Yang

The construction industry is often seen as one of the most dynamic sectors, referring to large resource consumption and waste generation, and has grown rapidly in the last few decades. Under the background of “Zero Waste City,” it will be essential to understand the metabolic stock-flow process and the driving forces of urban building resources. By combining the top-down and bottom-up methods, this study establishes a dynamic material flow analysis (MFA) model to clarify the stock and flow characteristics, driving forces, and future trends of urban building resources in Macao China. The result shows that the total material stock increased from 14.13 million metric tons (Mt) in 1999 to 32.75 Mt in 2018, with an average annual growth rate of 4.29%. In 2018, metal resources accounted for 10.73% of the total building stock (steel and aluminum resources accounted for 10.30% and 0.43%, respectively), and non-metal resources accounted for 89.27%. The construction demolition waste (CD&W) increased from 0.02 Mt in 1999 to 0.69 Mt in 2018. Among metal materials, steel and aluminum accounted for 7.11% and 0.4%, respectively. The demolition quantity of metal resources increased from 1.6 kilotons (kt) in 1999 to 51.8 kt in 2018 (an average annual increase of 1.59%) and peaked at 95.2 kt in 2007. The IPAT (I-environment impact; P-population factor; A-social affluence factor; T-technology factor) method results show that the economy and population are always the driving force for urban building resources stock in Macao China. The scenario analysis shows that, by 2035, the maximum stock of urban building materials in Macao will reach 65.19 Mt, about twice in 2018. The results are expected to provide a theoretical basis for establishing scientific resource management and recycling systems for urban buildings.

建筑业通常被视为最具活力的部门之一,指的是大量的资源消耗和废物产生,在过去的几十年里增长迅速。在“零废城市”的背景下,了解城市建筑资源的代谢存量流动过程和驱动力是十分必要的。本研究采用自顶向下与自底向上相结合的方法,建立动态物质流分析(MFA)模型,阐明中国澳门城市建筑资源的存量和流动特征、驱动力和未来趋势。结果表明,材料库存总量从1999年的1413万吨增加到2018年的3275万吨,年均增长率为4.29%。2018年,金属资源占建筑总存量的10.73%(钢、铝资源分别占10.30%和0.43%),非金属资源占89.27%。建筑拆除垃圾(CD&W)从1999年的0.02万吨增加到2018年的0.69万吨。在金属材料中,钢和铝分别占7.11%和0.4%。金属资源拆除量从1999年的1.6千吨增加到2018年的51.8千吨(年均增长1.59%),并在2007年达到95.2千吨的峰值。IPAT (i)环境影响;P-population因素;社会富裕因素;t -技术因子法的结果表明,经济和人口始终是澳门城市建设资源存量的驱动力。情景分析显示,到2035年,澳门城市建材最大库存量将达到6519万吨,约为2018年的两倍。研究结果有望为建立科学的城市建筑资源管理和回收系统提供理论依据。
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引用次数: 1
Circular economy towards zero waste and decarbonization 循环经济迈向零废物和脱碳
Pub Date : 2022-09-01 DOI: 10.1016/j.cec.2022.100002
Jinhui Li, Guochang Xu
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引用次数: 8
期刊
Circular Economy
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