Reliability-Centered Maintenance Task Planning for Overhead Electric Power Distribution Networks

被引:16
|
作者
Misari, Antonio R. [1 ]
Leite, Jonatas B. [1 ]
Piasson, Diego [2 ]
Mantovani, Jose Roberto Sanches [1 ]
机构
[1] Sao Paulo State Univ UNESP, Elect Engn Dept, Brasil Ave 56, BR-15385000 Ilha Solteira, SP, Brazil
[2] State Univ Mato Grosso UNEMAT, BR-78390000 Barra Do Bugres, MT, Brazil
基金
巴西圣保罗研究基金会;
关键词
NSGA-II; Metaheuristic; Multi-objective programming; Reliability; Maintenance tasks; Distribution systems; ALLOCATION;
D O I
10.1007/s40313-020-00606-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, it is presented an approach to match technically and economically the reliability of electricity distribution networks through an optimization methodology consisting of the mathematical model and metaheuristic solution technique to obtain an optimized plan for efficient management of maintenance tasks. The problem of maintenance tasks is formulated as a mixed dynamic nonlinear multi-objective optimization model, in which costs to perform maintenance tasks on equipment and/or components that make up the electric distribution network are minimized, while they have their reliability maximized. The constraints of this model are the individual and group electricity supply interruption duration and frequency indices, and availability of financial and human resources. The solution of this problem is obtained through a specialized non-dominated sorting genetic algorithm multi-objective metaheuristic, which provides a set of non-dominated solutions very close to the optimal Pareto frontier. Each solution at this frontier represents a maintenance plan able to assist the making decision of the operators in distribution companies for managing the maintenance crews.
引用
收藏
页码:1278 / 1287
页数:10
相关论文
共 50 条
  • [31] Implementation of reliability-centered maintenance for circuit breakers
    Chan, T
    Liu, CC
    Choe, JW
    [J]. 2005 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS, 1-3, 2005, : 684 - 690
  • [32] NUCLEAR INDUSTRY EMBRACES RELIABILITY-CENTERED MAINTENANCE
    WORLEDGE, DH
    [J]. POWER ENGINEERING, 1993, 97 (07) : 25 - 28
  • [33] A Comprehensive Scheme for Reliability-Centered Maintenance in Power Distribution Systems-Part II: Numerical Analysis
    Dehghanian, Payman
    Fotuhi-Firuzabad, Mahmud
    Aminifar, Farrokh
    Billinton, Roy
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2013, 28 (02) : 771 - 778
  • [34] Reliability-Centered Maintenance-Based Maintenance Decision in New Nuclear Power Plants
    黄立军
    陈宇
    马沂荩
    吴进
    [J]. Journal of Donghua University(English Edition), 2016, 33 (02) : 248 - 251
  • [35] Metaheuristics for homogeneous and heterogeneous machine utilization planning under reliability-centered maintenance
    Lu, Xue-Qin
    Yan, Hong-Fang
    Su, Zheng-Lian
    Zhang, Min-Xia
    Yang, Xu-Hua
    Ling, Hai-Feng
    [J]. Computers and Industrial Engineering, 2021, 151
  • [36] Discussion on Application of Reliability-Centered Maintenance to Reliability Improvement in New Nuclear Power Plants
    Huang, Lijun
    Yang, Xiaohu
    Jiang, Hong
    Mo, Chunni
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING (QR2MSE), VOLS I-IV, 2013, : 707 - 711
  • [37] Software requirements for reliability-centered maintenance application
    Siqueira, Iony P.
    [J]. 2006 International Conference on Probabilistic Methods Applied to Power Systems, Vols 1 and 2, 2006, : 566 - 572
  • [38] Reliability-centered maintenance on the Space Shuttle Program
    Hauge, BS
    Stevens, AM
    Loomis, RJ
    Ghose, A
    [J]. ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM - 2000 PROCEEDINGS, 2000, : 311 - 316
  • [39] Optimal reliability-centered maintenance strategy based on the failure modes and effect analysis in power distribution systems
    Enjavimadar, MohammadHosein
    Rastegar, Mohammad
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2022, 203
  • [40] MAINTENANCE MANAGEMENT: A STUDY OF RELIABILITY-CENTERED MAINTENANCE FOR IRRIGATION SYSTEM
    Alves, G. A. de A.
    Cavalcante, C. A. V.
    Lopes, R. S.
    [J]. APPLIED ENGINEERING IN AGRICULTURE, 2015, 31 (02) : 227 - 235