可持续制冷技术选择:创新的 DEA-TOPSIS 混合模型

IF 4.9 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Behrouz Arabi , Mehdi Toloo , Zaoli Yang , Peihao Zhang , Bing Xu
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引用次数: 0

摘要

本研究提出了一个新颖的多标准决策(MCDM)框架,旨在根据英国的净零排放政策和联合国的可持续发展目标(SDGs),选择既节能又节碳的制冷技术。为了应对竞争技术数量有限的挑战,同时考虑到需要纳入不同利益相关者的观点,我们设计了一种混合 DEA-TOPSIS 方法,利用了可行的超能效松弛算法 (FSESBA)。FSESBA 被证明是非常有价值的,尤其是在涉及超效率或效率趋势测量的情况下,在这种情况下,处理不受欢迎的因素可能会导致众所周知的不可行性问题。在建立 DEA-TOPSIS 模型的理论合理性的同时,我们通过与传统方法的对比分析,验证了我们提出的方法的有效性。随后,我们评估了英国一家大型超市对当前和未来制冷技术的选择。我们的研究结果表明,到 2035 年,基于氢氟烯烃的技术将从 2020 年的普遍使用转变为基于二氧化碳的技术,这归功于其较低的能源使用量和温室气体排放量。此外,维持当前的制冷系统有助于实现国际和国内减少含氟温室气体制冷剂使用量的目标,尽管净零目标仍遥不可及。总之,我们的研究结果强调了引入模型在加强新型制冷系统技术应用方面的潜力,为英国可持续发展目标工作组和净零排放政策的制定提供了宝贵的支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sustainable refrigeration technology selection: An innovative DEA-TOPSIS hybrid model

This study proposes a novel multiple criteria decision making (MCDM) framework aimed at selecting refrigeration technologies that are both carbon- and energy-efficient, aligning with the UK's net-zero policies and the UN's Sustainable Development Goals (SDGs). Addressing the challenge of a limited number of competing technologies and the need to incorporate diverse stakeholders’ perspectives, we design a hybrid DEA-TOPSIS approach utilizing the Feasible Super-Efficiency Slacks-Based Algorithm (FSESBA). FSESBA proves invaluable, especially in scenarios involving super-efficiency or efficiency trend measurement, where addressing undesirable factors may lead to the well-known infeasibility problem. While we establish the theoretical soundness of the DEA-TOPSIS model, we validate the efficacy of our proposed approach through comparative analysis with conventional methods. Subsequently, we evaluate the choices of present and upcoming refrigeration technologies at a leading UK supermarket. Our findings reveal a shift from prevalent HFO-based technologies in 2020 to CO2-based technologies by 2035, attributed to their lower energy usage and GHG emissions. In addition, maintaining current refrigeration systems could contribute to achieving international and national targets to decrease F-Gas refrigerant usage, although net-zero targets will remain out of reach. In summary, our research findings underscore the potential of the introduced model to reinforce the adoption of novel refrigeration system technology, offering valuable support for the UK SDGs taskforces and net-zero policy formulation.

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来源期刊
Environmental Science & Policy
Environmental Science & Policy 环境科学-环境科学
CiteScore
10.90
自引率
8.30%
发文量
332
审稿时长
68 days
期刊介绍: Environmental Science & Policy promotes communication among government, business and industry, academia, and non-governmental organisations who are instrumental in the solution of environmental problems. It also seeks to advance interdisciplinary research of policy relevance on environmental issues such as climate change, biodiversity, environmental pollution and wastes, renewable and non-renewable natural resources, sustainability, and the interactions among these issues. The journal emphasises the linkages between these environmental issues and social and economic issues such as production, transport, consumption, growth, demographic changes, well-being, and health. However, the subject coverage will not be restricted to these issues and the introduction of new dimensions will be encouraged.
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