Disassembly sequence planning for maintenance based on metaheuristic method

被引:38
|
作者
Lu Zhong [1 ]
Sun Youchao [1 ]
Gabriel, Okafor Ekene [1 ]
Wu Haiqiao [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Civil Aviat Coll, Nanjing 210016, Peoples R China
来源
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Maintenance; Graph theory; Aircraft; GENERATION; ALGORITHM;
D O I
10.1108/00022661111131221
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Purpose - Maintenance disassembly that involves separating failed components from an assembly or system plays a vital role in line maintenance of civil aircraft, and it is necessary to have an effective and optimal sequence planning in order to reduce time and cost in maintenance. The purpose of the paper is to develop a more effective disassembly sequence planning method for maintenance of large equipment including civil aircraft systems. Design/methodology/approach - The methodology involves the following steps: a component-fastener graph is built to describe the equipment in terms of classifying components into two categories that are functional components and fasteners; interference matrix is developed to determine the removable component, and a disassembly sequence planning of functional components is proposed based on Dijkstra's algorithm; the disassembly sequence planning including fasteners is presented based on particle swarm optimization. Findings - An application case, which takes the nose landing gear system of a regional jet as a study object, shows that the disassembly sequence planning method proposed in the paper can reduce the calculation complexity greatly, and its effectiveness is greater than that of a genetic algorithm-based method, in most situations. Practical implications - The method proposed herein can acquire the optimal maintenance disassembly sequence, which can reduce the cost and time for maintenance of large equipment. Originality/value - A novel and effective disassembly sequence planning solution for maintenance of large equipment is presented, which can be applied to the line maintenance of civil aircraft.
引用
收藏
页码:138 / 145
页数:8
相关论文
共 50 条
  • [1] Research on Disassembly Sequence Planning Method for Maintenance
    Xu, Xiaohui
    Yang, Xiaoyu
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2015, 8 : 142 - 145
  • [2] DISASSEMBLY SEQUENCE PLANNING FOR PRODUCT MAINTENANCE
    Luo, Yongtao
    Peng, Qingjin
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 5, 2012, : 601 - 609
  • [3] A disassembly Sequence Planning Approach for maintenance
    Kheder, Maroua
    Trigui, Moez
    Aifaoui, Nizar
    ADVANCES ON MECHANICS, DESIGN ENGINEERING AND MANUFACTURING, 2017, : 81 - 89
  • [4] A motion planning based on selective disassembly sequence planning method
    Zhao, Boxuan
    Liu, Jianhua
    Ning, Ruxin
    Liu, Jiashun
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2014, 50 (07): : 136 - 145
  • [5] Optimization of disassembly sequence planning for preventive maintenance
    Maroua Kheder
    Moez Trigui
    Nizar Aifaoui
    The International Journal of Advanced Manufacturing Technology, 2017, 90 : 1337 - 1349
  • [6] Optimization of disassembly sequence planning for preventive maintenance
    Kheder, Maroua
    Trigui, Moez
    Aifaoui, Nizar
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 90 (5-8): : 1337 - 1349
  • [7] A Disassembly Sequence Planning Method With Team-Based Genetic Algorithm for Equipment Maintenance in Hydropower Station
    Li, Bailin
    Li, Chaoshun
    Cui, Xiaolong
    Lai, Xinjie
    Ren, Jie
    He, Qiang
    IEEE ACCESS, 2020, 8 : 47538 - 47555
  • [8] Disassembly sequence planning of steam turbines for virtual maintenance
    Haitao, Zhu
    Liang, Cong
    Key Engineering Materials, 2014, 572 (01) : 335 - 339
  • [9] Disassembly sequence planning based on modularization
    2005, Institute of Computing Technology, Beijing, China (17):
  • [10] Research on Virtual Maintenance Disassembly Sequence Planning for Weapons Equipment
    Ye Lin
    Shen Yan-an
    CONFERENCE PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2017, : 706 - 710