动力电池回收模式选择的多属性决策问题
CSTR:
作者:
作者单位:

上海大学 管理学院;上海 200444,上海大学 管理学院;上海 200444

中图分类号:

C939

基金项目:

国家自然科学基金资助项目(71502098);教育部人文社科研究资助项目(13YJC630023);上海市优秀青年教师科研专项基金资助项目;上海大学文科横向项目。


Multiple Attribute Decision Making Problem in Power Battery Recycling Mode Selection
Author:
  • 摘要
  • | |
  • 访问统计
  • |
  • 参考文献 [19]
  • |
  • 相似文献 [20]
  • | | |
  • 文章评论
    摘要:

    电动汽车动力电池的回收利用不仅能够保护环境,而且对电动汽车的可持续发展具有积极影响.针对电动汽车动力电池回收模式的多属性群决策问题,提出一种二维不确定语言信息与VIKOR方法相结合的决策方法,即2DULVIKOR法.首先,专家采用二维不确定语言信息对动力电池回收模式在考虑多种因素影响下进行评价;其次,运用二维不确定语言聚合因子对专家意见进行聚合;第三,采用变异系数法对指标权重进行求解;第四,运用改进VIKOR法对动力电池回收模式方案进行排序,选择最优方案;最后,通过对实例进行计算与分析,对所提出方法的有效性和实用性给予验证.

    Abstract:

    The recycle of power batteries of electric vehicles not only protect the environment, but also has a positive impact on the sustainable development of electric vehicles. To solve the electric vehicle battery recycling mode decisionmaking problem, an improved method which combines the 2dimensional uncertain linguistic variables (2dimension uncertain linguistic variables, 2DULVs) and the VIKOR method (called 2DULVIKOR method) is proposed. First, 2DULVs is used to evaluate the power battery recycling mode in consideration of criteria. Then, experts’ opinions are aggregated by using the 2DULVs aggregation operator. Next, the weights of criteria are calculated by the coefficient of the variation method. After that, the VIKOR method is used for selecting the best power battery recycling mode. Finally, an illustrative example is given to verify the effectiveness and practicability of the proposed method.

    参考文献
    [1] 中国电动车网.我国电动汽车动力电池到2020年累计报废量将达到12万到17万吨[EB/OL]. http://news.ddc.net.cn/newsview_61213.html, 2015-06-15/2017-12-18.Chinese electric vehicle network . Chinese electric automobile power batteries will reach 1.2 million tons to 1.7 million tons by 2020[EB/OL]. http://news. ddc.net.cn/ newsview_61213.html, 2015-06-15/2017-12-18.)
    [2] Ordonez J, Gago E J, Girard A. Processes and technologies for the recycling and recovery of spent lithium-ion batteries[J]. Renewable Sustainable Energy Reviews, 2016, 60:195-205.
    [3] 高洁, 肇巍, 曹乃珍等. 废旧锂电池中有价金属的回收技术研究[J]. 环境科学与管理, 2017, 42(5):94-97. (Gao J, Zhao W, Cao N Z, et al. Study on the recycling of valuable metals in waste lithium battery [J]. Environmental science and management, 2017, 42 (5): 94-97.
    [4] Turner J M, Nugent L M. Charging up Battery Recycling Policies: Extended Producer Responsibility for Single‐Use Batteries in the European Union, Canada, and the United States[J]. Journal of Industrial Ecology, 2016, 20(5):1148-1158.
    [5] 尤建新, 段春艳, 黄志明等. 动力电池回收的环境质量成本控制模型构建[J]. 同济大学学报(自然科学版), 2014, 42(6):969-975.You J X, Duan C Y, Huang Z M, et al. Construction of Environmental Quality Cost Control Model for Power Battery Recovery[J]. SJournal of Tongji University(Natural Science), 2014, 42(6):969-975.
    [6] 侯兵. 电动汽车动力电池回收模式研究[D]. 重庆理工大学, 2015.Hou B. Research on Recycling Mode of Electric vehicle Power Battery[D].Chongqing University of Technology,2015
    [7] 姚海琳, 王昶, 黄健柏. EPR下我国新能源汽车动力电池回收利用模式研究[J]. 科技管理研究, 2015, 35(18):84-89.Yao H L,Wang C,Huang J B. Research on Recycling and Utilization Mode of Power Battery of New Energy vehicle in China under EPR[J]. SScience and Technology Management Research, 2015, 35(18):84-89.
    [8] Zhu W D, Zhou G Z, Yang S L. An Approach to Group Decision Making Based on 2-dimension Linguistic Assessment Information[J]. Systems Engineering, 2009, 27(2):113-118.
    [9] Liu P, Yu X. 2-dimension uncertain linguistic power generalized weighted aggregation operator and its application in multiple attribute group decision making[J]. Knowledge-Based Systems,2014, 57(2):69-80.
    [10] 于小村. 基于二维语言信息的集成算子研究[D]. 山东财经大学, 2014.Yu X C. Research on Integration Operator Based on Two - dimensional Language Information[D]. Shandong of Finance and Economics,2014.
    [11] 刘英. 几种二维不确定语言多属性决策方法研究[D]. 山东财经大学, 2014.Liu Y. Research on several two-dimensional uncertain language multi attribute decision making methods[D]. Shandong University of Finance and Economics,2014.
    [12] Opricovic S. Multicriteria optimization of civil engineering systems[D].Belgrade:Faculty of Civil,1998.
    [13] You X Y, You J X, Liu H C, et al. Group multi-criteria supplier selection using an extended VIKOR method with interval 2-tuple linguistic information[J].Expert Systems with Applications, 2015, 42(4):1906-1916.
    [14] 丁日佳,孙晓阳. 基于VIKOR的煤炭企业综合竞争力评价[J]. 煤炭技术. 2017(1): 318- 320.Ding R J,Sun X Y. Comprehensive Competitiveness Evaluation of Coal Enterprises Based on VIKOR[J]. SCoal Technology. 2017(1): 318- 320.
    [15] Xu Z S. Uncertain linguistic aggregation operators based approach to multiple group decision making under uncertain linguistic environment[J]. Information Science, 2004, 168(1~4): 171-184.
    [16] Yager R R. Generalized OWA aggregation operators[J]. Fuzzy Optimization and DecisionMaking, 2004, 3(1): 93–107
    [17] Xu Z S. Induced Uncertain Linguistic OWA Operators Applied to Group Decision Making [J].Information Fusion, 2006, 7(2): 231-238
    [18] Yager R R. The Power Average Operator[J]. IEEE TRANSACTIONS ON SYSTEMS, MAN,AND CYBERNETICS—PART A: SYSTEMS AND HUMANS, 2001, 31(6): 724-731
    [19] Liu P D, Meng F. Research on evaluation of enterprise informationization based on linguisticindex and projection method[A]. Proceeding of WiCOM 2008: Engineering , Services and knowledgemanagement[C],IEEE CS,2008.10.
    引证文献
    网友评论
    网友评论
    分享到微博
    发 布
引用本文

丁雪枫,马瑜.动力电池回收模式选择的多属性决策问题[J].同济大学学报(自然科学版),2018,46(09):1312~

复制
分享
文章指标
  • 点击次数:1266
  • 下载次数: 843
  • HTML阅读次数: 850
  • 引用次数: 0
历史
  • 收稿日期:2017-12-20
  • 最后修改日期:2018-06-19
  • 录用日期:2018-04-16
  • 在线发布日期: 2018-10-17
文章二维码