Influencing factor analysis and enterprise evaluation of lithium-ion battery recycling based on improved DEMATEL method

Author:

Wang Daiwen1,Sun Jie2,Wei Cuiping1

Affiliation:

1. College of Mathematical Science, Yangzhou University, Jiangsu, China

2. Institute for Resources, Environment and Sustainability, The University of British Columbia, Vancouver, Canada

Abstract

Spent lithium-ion battery (LIB) recycling can create great pollution to the environment. Understanding the safety, environment, technique, and regulation factors’ impact on the recycling process is crucial. Due to the complexity of the relevant factors, and there is a certain degree of correlation and dependence between the factors, the Decision Making Trial and Evaluation Laboratory (DEMATEL) method is used to analyze the factors’ degree of impact in this study. As the experts are ambiguous about some relations between the factors, it is impossible to conduct integrated evaluation. The improved DEMATEL method is proposed in this study to make up the missing relations. Further, the weights of the factors will be calculated. In the improved DEMATEL method, the numerical scale of a linguistic term set is introduced. Therefore, the numerical scale used by experts can not only be uniform and symmetrical, but can also be non-uniform symmetric, non-uniform asymmetric, etc. Finally, both reusing and recycling companies are included in this study and their factors’ importance weights were analyzed with the fuzzy comprehensive evaluation method.

Publisher

IOS Press

Reference32 articles.

1. Computing the numerical scale of the linguistic term set for the 2-tuple fuzzy linguistic representation model;Dong;IEEE Transactions on Fuzzy Systems,2009

2. A sequential selection process in group decision making with a linguistic assessment approach;Herrera;Information Sciences,1995

3. Decision-making trial and evaluation laboratory;Falatoonitoosi;Research Journal of Applied Sciences, Engineering and Technology,2013

4. Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL;Tzeng;Expert systems with Applications,2007

5. GB/T 33598.2-2020, Automotive power batteries –Recycling –Recycling –Part 2: material recovery requirements[S].

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3