Optimal preventive maintenance of coherent systems: A generalized Pólya process approach. (2nd November 2021)

• Record Type: Journal Article
• Authors: Hashemi, Marzieh; Asadi, Majid
• Is Part Of: IISE transactions. Volume 53:Number 11(2021)
• Page Start: 1266
• Page End: 1280
• Publication Date: 2021-11-02
• Subjects: Preventive maintenance -- corrective maintenance -- minimal repair -- generalized Pólya process -- signature; Industrial engineering -- Periodicals; Systems engineering -- Periodicals; Industrial engineering; Systems engineering; Electronic journals; Periodicals; 670.285
• DOI: Https://www.tandfonline.com/doi/10.1080/24725854.2020.1831712
• Languages: English
• ISSNs: 2472-5854

Abstract

Abstract: 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 ( 0, τ ], 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.