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Research on imperfect condition-based maintenance strategy based on accelerated degradation process

Authors :
Jintao Chen
Lina Ren
Jianhua Li
Source :
Measurement + Control, Vol 57 (2024)
Publication Year :
2024
Publisher :
SAGE Publishing, 2024.

Abstract

To address the situation that the degraded system cannot be repaired as new and the degradation is accelerated after repair in engineering practice, an imperfect condition-based maintenance model is proposed based on the Gamma process by introducing the maintenance improvement factor and the accelerated degradation factor. The maintenance improvement factor describes the recovery degree of the degradation amount after imperfect maintenance, then gives a quantitative representation method of the system maintenance improvement effect and the determination method of the maximum number of imperfect maintenance. The accelerated degradation factor is combined with the geometric process to describe the accelerated degradation process of the system after imperfect maintenance. The Monte Carlo method is used to determine the optimal number of imperfect preventive maintenance decisions. Through the demonstration of calculation examples, the influence of accelerated degradation factor and maintenance improvement factor on the long-term operation maintenance rate and the optimal number of imperfect maintenance is analyzed. The results show that the model can more comprehensively describe the degradation and maintenance process of degraded systems, and it can effectively reduce maintenance cost ratio under long-term operation. It provides a certain theoretical support for formulating an economical and reasonable maintenance strategy that is more in line with the actual degradation and maintenance process in engineering practice.

Details

Language :
English
ISSN :
00202940
Volume :
57
Database :
Directory of Open Access Journals
Journal :
Measurement + Control
Publication Type :
Academic Journal
Accession number :
edsdoj.3420ecefb8444b6aa4bac1e7ab5e0142
Document Type :
article
Full Text :
https://doi.org/10.1177/00202940231207709