Journal of Shanghai Jiao Tong University

Journal of Shanghai Jiaotong University >

2022 , Vol. 56 >Issue 9: 1276 - 1284

DOI: https://doi.org/10.16183/j.cnki.jsjtu.2021.104

Mechanical Engineering

Multi-Stage Opportunistic Maintenance Decision-Making for Electric Multiple Unit Systems with Bi-Objective Optimization

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  • 1. School of Mechatronic Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
    2. China Railway Rolling Stock Corporation Qishuyan Institute Co., Ltd., Changzhou 213011, Jiangsu, China

Received date: 2021-04-08

  Online published: 2022-10-09

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Abstract

In order to improve operation efficiency of the electric multiple unit when running reliably, a multi-stage opportunistic maintenance decision strategy with bi-objective optimization is proposed based on the traditional opportunistic maintenance strategy. The window of opportunistic maintenance is equidistantly divided into multiple stages, and components located at different stages are maintained by different efforts. Aimed to solve problem of assigning multiple maintenance tasks of components, an assignment algorithm with two repairpersons is proposed. To further improve the multi-attribute optimization performance of this model, the proposed algorithm is introduced into the multi-attribute decision-making. The numerical example analysis verifies the effectiveness of the multi-stage opportunistic maintenance strategy in optimizing availability and average cost rate. Furthermore, the influence of weight factors on optimization tendency is discussed as well.

Key words： maintenance strategy; opportunistic maintenance; multi-stage windows; bi-objective optimization; system of electric multiple unit

Cite this article

WANG Hong, QI Yankun, HE Yong, YANG Guojun . Multi-Stage Opportunistic Maintenance Decision-Making for Electric Multiple Unit Systems with Bi-Objective Optimization[J]. Journal of Shanghai Jiaotong University, 2022 , 56(9) : 1276 -1284 . DOI: 10.16183/j.cnki.jsjtu.2021.104

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