A genetic algorithm for disassembly process planning

被引:10
|
作者
Kongar, E [1 ]
Gupta, SM [1 ]
机构
[1] Northeastern Univ, Lab Responsible Mfg, Dept MIME, Boston, MA 02115 USA
关键词
disassembly scheduling; disassembly process planning and genetic algorithm;
D O I
10.1117/12.455264
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
When a product reaches it's end-of-life, there are several options available for processing it including reuse, remanufacturing, recycling, and disposing (the least desirable option). In almost all cases, a certain level of disassembly may be necessary. Thus, finding an optimal (or near optimal) disassembly sequence is crucial to increasing the efficiency of the process. Disassembly operations are labor intensive, can be costly, have unique characteristics and cannot be considered as reverse of assembly operations. Since the complexity of determining the best disassembly sequence increases with the increase in the number of parts of the product, it is extremely crucial that an efficient methodology for disassembly process planning he developed. In this paper, we present a genetic algorithm for disassembly process planning, A case example is considered to demonstrate the functionality of the algorithm.
引用
收藏
页码:54 / 62
页数:9
相关论文
共 50 条
  • [1] A genetic algorithm for product disassembly sequence planning
    Wang Hui
    Xiang Dong
    Duan Guanghong
    [J]. NEUROCOMPUTING, 2008, 71 (13-15) : 2720 - 2726
  • [2] Genetic algorithm for product disassembly sequence planning
    Wang Hui
    Xiang Dong
    Duan Guanghong
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON ENGINEERING OF INTELLIGENT SYSTEMS, 2006, : 448 - +
  • [3] Disassembly sequence planning based on a genetic algorithm
    Kheder, Maroua
    Trigui, Moez
    Aifaoui, Nizar
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2015, 229 (12) : 2281 - 2290
  • [4] An asynchronous parallel disassembly planning based on genetic algorithm
    Ren, Yaping
    Zhang, Chaoyong
    Zhao, Fu
    Xiao, Huajun
    Tian, Guangdong
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 269 (02) : 647 - 660
  • [5] Disassembly Sequence Planning Based on Improved Genetic Algorithm
    Chen, JiaZhao
    Zhang, YuXiang
    Liao, HaiTao
    [J]. ADVANCES IN MULTIMEDIA, SOFTWARE ENGINEERING AND COMPUTING, VOL 2, 2011, 129 : 471 - 476
  • [6] Intelligent Planning Using Genetic Algorithm for Automated Disassembly
    Parsa, Soran
    Saadat, Mozafar
    [J]. ADVANCES IN MANUFACTURING TECHNOLOGY XXXII, 2018, 8 : 189 - 194
  • [7] A Block-based genetic algorithm for disassembly sequence planning
    Tseng, Hwai-En
    Chang, Chien-Cheng
    Lee, Shih-Chen
    Huang, Yu-Ming
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 96 : 492 - 505
  • [8] Project Disassembly Sequence Planning Based on Adaptive Genetic Algorithm
    Xu, Da
    Jiao, Qing Long
    Li, Chuang
    [J]. FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY V, 2015, : 372 - 375
  • [9] Using genetic/simulated annealing algorithm to solve disassembly sequence planning
    Wu Hao & Zuo Hongfu Coll.of Civil Aviation
    [J]. Journal of Systems Engineering and Electronics, 2009, 20 (04) : 906 - 912
  • [10] Using genetic/simulated annealing algorithm to solve disassembly sequence planning
    Wu Hao
    Zuo Hongfu
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2009, 20 (04) : 906 - 912