Optimal preventive maintenance of coherent systems: A generalized Pólya process approach

• Published in: IIE transactions Vol. 53; no. 11; pp. 1266 - 1280
• Main Authors: Hashemi, Marzieh, Asadi, Majid
• Format: Journal Article
• Language: English
• Published: Abingdon Taylor & Francis 02.11.2021; Taylor & Francis Ltd
• Subjects: Coherence; corrective maintenance; Cost function; generalized Pólya process; minimal repair; Preventive maintenance; Repair; Repair & maintenance; signature
• ISSN: 2472-5854; 2472-5862
• DOI: 10.1080/24725854.2020.1831712

We propose optimal preventive maintenance strategies for n-component coherent systems. We assume that in the early time of the system operation all failed components are repaired, such that the state of a failed component gets back to a working state, worse than that of prior to failure. To model this repair action, we utilize a counting process on the interval known as the generalized Pólya process (which subsumes the non-homogeneous Poisson process as a special case). Two generalized Pólya process-based repair strategies are proposed. The criteria to be optimized are the cost function formulated based on the repair costs of the components/system, and the system availability, to obtain the optimal time of preventive maintenance of the system. To illustrate the theoretical results, two coherent systems are studied for which the optimal preventive maintenance times are explored under different conditions.