Journal of Shanghai Jiao Tong University

Journal of Shanghai Jiaotong University >

2021 , Vol. 55 >Issue 4: 480 - 488

DOI: https://doi.org/10.16183/j.cnki.jsjtu.2019.270

Imperfect Maintenance Policy for a Two-Machine One-Buffer System Based on Markov Decision Process

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  • School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

Received date: 2019-09-23

  Online published: 2021-04-30

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Abstract

To solve the problem of machine maintenance optimization of degraded systems, the preventive maintenance policy of a two-machine one-buffer production system is studied. First, random degradations of both machines are considered. For imperfect minimal repair and preventive maintenance, a Markov process is used to describe the system state. Then, a profit model for the production system is established based on cost and income. Finally, preventive maintenance decisions in different system states are determined by maximizing long-term expected profits. The model is solved by value iteration, and numerical analysis results show that the maintenance decision of the machine depends not only on its own state, but also on the state of other machines and the amount of the buffer.

Key words： imperfect maintenance; buffer; two-machine system; Markov decision process

Cite this article

TIAN Xueyan, WANG Mengya, PAN Ershun . Imperfect Maintenance Policy for a Two-Machine One-Buffer System Based on Markov Decision Process[J]. Journal of Shanghai Jiaotong University, 2021 , 55(4) : 480 -488 . DOI: 10.16183/j.cnki.jsjtu.2019.270

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