Intelligent selective disassembly using the ant colony algorithm

被引：0
|
作者：
Wang, J.F. [1 ,3 ]
Liu, J.H. [2 ]
Li, S.Q. [1 ]
Zhong, Y.F. [1 ]
机构：
[1] Sch. of Mech. Sci. and Engineering, Huazhong Univ. of Sci./Technology, Wuhan, China
[2] Sch. of Mech. Eng. and Automation, Beihang University, Beijing, China
[3] Sch. of Mech. Sci. and Engineering, Huazhong Univ. of Sci./Technology, Wuhan, Hubei 430074, China
来源：
Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM | 2003年 / 17卷 / 4-5期
关键词：
Expert systems - Graph theory - Neural networks - Optimization - Product design - Recycling - Wave propagation;
D O I：
10.1017/s0890060403174045
中图分类号：
学科分类号：
摘要：
Selective disassembly is an important issue in industrial and mechanical engineering for environmentally conscious manufacturing. This paper presents an intelligent selective disassembly approach based on ant colony algorithms, which take inspiration from the behavior of real ant colonies and are used to solve combinatorial optimization problems. For diverse assemblies, the algorithm generates different amounts of ants cooperating to find disassembly sequences for selected components, minimizing the reorientation of assemblies and removal of components. A candidate list that is composed of feasible disassembly operations, which are derived from a disassembly matrix of products, guides sequence construction in the implicit solution space and ensures the geometric feasibility of sequences. Preliminary implementation results show the effectiveness of the proposed method.
引用
收藏
页码：325 / 333
相关论文
共 50 条
  • [1] Intelligent selective disassembly using the ant colony algorithm
    Wang, JF
    Liu, JH
    Li, SQ
    Zhong, YF
    AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 2003, 17 (4-5): : 325 - 333
  • [2] SELECTIVE DISASSEMBLY PLANNING USING ADAPTIVE ANT COLONY OPTIMIZATION ALGORITHM
    Wang, Yong
    Liu, Jihong
    PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 2739 - 2747
  • [3] Selective Disassembly Sequence Planning Based on Ant Colony Algorithm
    Zhang Xiaohong
    Tian Liang
    2012 7TH INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING (SOSE), 2012, : 236 - 239
  • [4] Single object selective disassembly sequence planning based on ant colony algorithm
    School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
    不详
    Jisuanji Jicheng Zhizao Xitong, 2007, 6 (1109-1114):
  • [5] Parallel disassembly sequence planning using improved ant colony algorithm
    Yufei Xing
    Dongmei Wu
    Ligang Qu
    The International Journal of Advanced Manufacturing Technology, 2021, 113 : 2327 - 2342
  • [6] Parallel disassembly sequence planning using improved ant colony algorithm
    Xing, Yufei
    Wu, Dongmei
    Qu, Ligang
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 113 (7-8): : 2327 - 2342
  • [7] Intelligent Learning Ant Colony Algorithm
    Ma Jianhua
    Tian Fazhong
    MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, PTS 1 AND 2, 2011, 48-49 : 625 - 631
  • [8] Clickstream intelligent clustering using accelerated ant colony algorithm
    Inbarani, H. Hannah
    Thangavel, K.
    2006 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATIONS, VOLS 1 AND 2, 2007, : 125 - 130
  • [9] Selective optimized disassembly sequences based on ant colony optimization
    Xue Junfang
    Xiang Dong
    Zhou Liang
    Gao Jiangang
    Proceedings of e-ENGDET2006, 2006, : 314 - 318
  • [10] Disassembly sequence planning based on poisoning ant colony algorithm
    1600, Trans Tech Publications Ltd (572):
12345