Cost-based maintenance of industrial robot

被引:4
|
作者
Dui, Hongyan [1 ]
Xu, Huiting [1 ]
Zhang, Luyu [2 ,3 ]
Wang, Jia [2 ,3 ]
机构
[1] Zhengzhou Univ, Sch Management, Zhengzhou 450001, Peoples R China
[2] Hebei Univ Technol, State Key Lab Reliabil & Intelligence Elect Equipm, Tianjin 300401, Peoples R China
[3] Hebei Univ Technol, Sch Elect Engn, Tianjin 300401, Peoples R China
基金
中国国家自然科学基金;
关键词
Preventive maintenance; Maintenance cost; Importance measure; Industrial robot; OPTIMIZATION; PERFORMANCE;
D O I
10.1016/j.ress.2023.109595
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The industrial robot plays an increasingly important role in industrial and social activities, and its performance has a great effect on the entire automatic production line. Most studies have analyzed the reliability of industrial robot systems, while the research on preventive maintenance considering multiple costs is limited. This paper proposes two different preventive maintenance strategies for industrial robot systems. Firstly, a preventive maintenance importance measure (PMIM) is proposed by taking into account component maintenance costs, system losses, and component preventive maintenance costs. Subsequently, preventive maintenance strategies are suggested and optimized based on whether the failed component is critical or part of a cut set, in order to determine the priority and optimal number of components for preventive maintenance. Lastly, a welding robot is taken as an example to verify the feasibility of the proposed preventive maintenance strategies.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Maintenance cost-based importance analysis under different maintenance strategies
    Chen, Liwei
    Cheng, Chunchun
    Dui, Hongyan
    Xing, Liudong
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 222
  • [2] Research on cost-based maintenance strategy in production line
    Tao, LY
    [J]. Proceedings of the International Conference on Mechanical Engineering and Mechanics 2005, Vols 1 and 2, 2005, : 1293 - 1296
  • [3] An intelligent maintenance system for continuous cost-based prioritisation of maintenance activities
    Moore, W. J.
    Starr, A. G.
    [J]. COMPUTERS IN INDUSTRY, 2006, 57 (06) : 595 - 606
  • [4] Maintenance cost-based importance analysis under different maintenance strategies
    Chen, Liwei
    Cheng, Chunchun
    Dui, Hongyan
    Xing, Liudong
    [J]. Reliability Engineering and System Safety, 2022, 222
  • [5] A cost-based integrated importance measure of system components for preventive maintenance
    Dui, Hongyan
    Si, Shubin
    Yam, Richard C. M.
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2017, 168 : 98 - 104
  • [6] Cost-based anticipatory action selection for human-robot fluency
    Hoffman, Guy
    Breazeal, Cynthia
    [J]. IEEE TRANSACTIONS ON ROBOTICS, 2007, 23 (05) : 952 - 961
  • [7] A Cost-based Selective Maintenance Decision-making Method for Machining Line
    Zhu, Haiping
    Liu, Fanmao
    Shao, Xinyu
    Liu, Qiong
    Deng, Yuhao
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2011, 27 (02) : 191 - 201
  • [8] Cost-based hierarchy genetic algorithm for service scheduling in robot cloud platform
    Yin, Lei
    Liu, Jin
    Zhou, Fengyu
    Gao, Ming
    Li, Ming
    [J]. JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2023, 12 (01):
  • [9] Cost-based text understanding to improve maintenance knowledge intelligence in manufacturing enterprises
    Ansari, Fazel
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 141
  • [10] Cost-based hierarchy genetic algorithm for service scheduling in robot cloud platform
    Lei Yin
    Jin Liu
    Fengyu Zhou
    Ming Gao
    Ming Li
    [J]. Journal of Cloud Computing, 12