A Novel MCDM-based Approach for Disassembly Line Balancing Problem

被引：0
|
作者：
Qiang, Yuezhao [1 ]
Lin, Yu [2 ]
Tian, Guangdong [2 ]
机构：
[1] Harbin Inst Technol, Sch Management, Harbin 150001, Heilongjiang, Peoples R China
[2] Jilin Univ, Transportat Coll, Changchun 130022, Jilin, Peoples R China
来源：
2017 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS) | 2017年
基金：
中国国家自然科学基金;
关键词：
ALGORITHM;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
With the progress of industrial technology and frequent product upgrading, products are eliminated more quickly than ever before. The recovery, recycling, and refabricating of end-of-life (EOL) products are attracting more attention. Disassembly is essential to recycle and refabricate EOL products, and a disassembly line is an effective way to accomplish it. A disassembly line balancing problem (DLBP) is conducted to streamlining the disassembly process. In this paper, a novel heuristic approach combining the fuzzy set theory, grey fuzzy integral relational analysis, and a fast ranking heuristic approach is proposed to solve the DLBP. Based on the characteristics of the DLBP, an innovative MCDM method based on fuzzy set theory, grey relational analysis (GRA), and Choquet fuzzy integral is proposed to determine the optimum disassembly sequences. A fast ranking heuristic algorithm (FPCR) considering precedence and cycle time is used to assign the disassembly tasks subject to the rank derived from MCDM. The proposed approach is illustrated with an example and the results show its efficacy in solving the DLBP.
引用
收藏
页码：151 / 156
页数：6
相关论文
共 50 条
  • [41] A Novel MCDM-Based Framework to Recommend Machine Learning Techniques for Diabetes Prediction
    Kumar, Ajay
    Kaur, Kamaldeep
    INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY INNOVATION, 2024, 14 (01) : 29 - 43
  • [42] A MCDM-Based Evaluation Approach for Imbalanced Classification Methods in Financial Risk Prediction
    Song, Yongming
    Peng, Yi
    IEEE ACCESS, 2019, 7 : 84897 - 84906
  • [43] Complications in disassembly line balancing
    Güngör, A
    Gupta, SM
    Pochampally, K
    Kamarthi, SV
    ENVIRONMENTALLY CONSCIOUS MANUFACTURING, 2001, 4193 : 289 - 298
  • [44] Balancing inventory generated from a disassembly line: Mathematical approach
    Johar, Badr O.
    Gupta, Surendra M.
    ENVIRONMENTALLY CONSCIOUS MANUFACTURING VI, 2006, 6385
  • [45] A DEMATEL-Based Disassembly Line Balancing Heuristic
    Ilgin, Mehmet Ali
    JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2019, 141 (02):
  • [46] A Constrained Decomposition Grid Approach to Disassembly Line Balancing Problems
    Lei, SiQi
    Guo, XiWang
    Zhou, MengChu
    Wang, Jiacun
    Qi, Liang
    Qin, ShuJin
    2021 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS), 2021, : 162 - 167
  • [47] Disassembly line balancing problem: a review of the state of the art and future directions
    Ozceylan, Eren
    Kalayci, Can B.
    Gungor, Askiner
    Gupta, Surendra M.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2019, 57 (15-16) : 4805 - 4827
  • [48] Local neighborhood genetic algorithm for stochastic disassembly line balancing problem
    Zhang Z.
    Li L.
    Cai N.
    Jia L.
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2019, 25 (03): : 607 - 618
  • [49] Integrated stochastic disassembly line balancing and planning problem with machine specificity
    He, Junkai
    Chu, Feng
    Dolgui, Alexandre
    Zheng, Feifeng
    Liu, Ming
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2022, 60 (05) : 1688 - 1708
  • [50] Constraint programming approaches to disassembly line balancing problem with sequencing decisions
    Edis, Emrah B.
    COMPUTERS & OPERATIONS RESEARCH, 2021, 126
12345