Selection of Optimum Maintenance Strategy for Power Plant Equipment Based on Evidential Reasoning and FMEA

被引:7
作者
Dong, Y. L. [1 ]
Gu, Y. J. [1 ]
Dong, X. F. [1 ]
机构
[1] N China Elect Power Univ, Minist Educ, Key Lab Condit Monitoring & Control Power Plant E, Beijing, Peoples R China
来源
IEEM: 2008 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-3 | 2008年
关键词
Power plant equipment; evidential reasoning; failure mode and effect analysis; maintenance strategy;
D O I
10.1109/IEEM.2008.4737992
中图分类号
F [经济];
学科分类号
02 ;
摘要
Aiming at the problem that it is difficult to select optimum maintenance strategy for power plant equipment, a method based on criticality evaluation and failure mode characteristic analysis is put forward. In the method, the uncertainty and incompletion of criticality evaluation factors are completely considered, qualitative and quantitative evidences are integrated and their acquisition and transformation method is put forward based on constructing criticality evaluation multiple-attribute decision tree. Then a decision tree criticality evaluation model is established, a corresponding evidential reasoning algorithm is deduced, and the equipment in power plant is ranked by criticality. Integrating the results of criticality evaluation and failure mode and effect analysis (FMEA), the decision model of selecting optimum maintenance strategy of power plant equipment is established and applied in a fossil-fired power station. It is shown by the instance that this method is feasible and effective, can select optimum maintenance strategy for power plant equipment.
引用
收藏
页码:862 / 866
页数:5
相关论文
共 36 条
  • [21] Maintenance strategy optimization analysis for circulating water pump in Daya Bay nuclear power plant
    Zhang, Sheng
    Wu, Tao
    Mo, Chunni
    Hedongli Gongcheng/Nuclear Power Engineering, 2015, 36 (04): : 125 - 129
  • [22] Outage analysis and maintenance strategy of processing instrument system of Qinshan Nuclear Power Plant II
    Nie, Wei
    Xu, Linyan
    Chen, Pujie
    Liu, Linjuan
    Hedongli Gongcheng/Nuclear Power Engineering, 2015, 36 : 103 - 106
  • [23] Optimum maintenance strategy for CRTS II slab track based on time-dependent system reliability
    Zhang, Xuan-Yi
    Lu, Zhao-Hui
    Zhao, Yan-Gang
    Li, Chun-Qing
    STRUCTURES, 2023, 50 : 387 - 399
  • [24] Research on Optimization Method of Condition Based Maintenance Strategy for Distribution System Equipment Based on the Multi State Markov Chain
    Luo F.
    Zhang T.
    Wang C.
    Qian M.
    Wang L.
    Yang F.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2020, 40 (09): : 2777 - 2786
  • [25] A maintenance strategy for a photovoltaic power generation system based onan associative set and availability
    Chen W.
    Li X.
    Ji Q.
    Pei X.
    Wang Z.
    He F.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2022, 50 (14): : 94 - 104
  • [26] Maintenance Strategy of Photovoltaic Power Station Based on Component-System Classification Optimization
    Zhu X.
    Liu Y.
    Zhu, Xiaorong (xiaorongzhu@ncepu.edu.cn), 2020, Automation of Electric Power Systems Press (44): : 92 - 99
  • [27] Lifetime efficiency index model for optimal maintenance of power substation equipment based on cuckoo optimisation algorithm
    Afzali, Peyman
    Keynia, Farshid
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2017, 11 (11) : 2787 - 2795
  • [28] International case survey and literature review of maintenance strategy for decommissioning nuclear power plant during transition period
    Lin, Sue-Ray
    Chou, Hsoung-Wei
    Chen, Jien-Jong
    INTERNATIONAL JOURNAL OF PRESSURE VESSELS AND PIPING, 2022, 198
  • [29] Diagnosis and green emission reduction of power plant equipment based on machine learning classification algorithm
    Dong, Jingxuan
    Li, Jian
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 131 (3-4) : 1735 - 1743
  • [30] Research on Abnormal Search Method of Monitoring Parameters for Power Plant Equipment Based on Cluster Analysis
    Zhang, G. K.
    Gu, Y. J.
    Huang, N. C.
    Xie, Q. Y.
    Liang, H. Z.
    PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 2331 - 2336