A mathematical framework for reliability-centered maintenance in microgrids

Moradi, Salar; Vahidinasab, Vahid; Kia, Mohsen; Dehghanian, Payman

Abstract

In this paper, the central principles of reliability‐centered maintenance (RCM)and corresponding mathematical concepts for its implementation in microgrids are discussed. A systematic framework is suggested that exploits the fundamentals of multi attribute decision making to (i) evaluate the important features and failure attributes and (ii) effectively identify the microgrid critical components with their failure rates dynamically assessed at various time intervals. Lagrange multipliers of a budget‐constrained optimization formulation are suggested to be used to determine the desired values of system reliability indicators. The failure rates of critical components are efficiently determined over time through an exponential model that is empirically obtained via extracted condition scores of critical failure causes at multiple inspection times. A time‐varying benefit‐to‐cost ratio mechanism is designed via which the useful lifetime of critical components and the system economic benefits increase through timely maintenance in microgrids where an improved reliability performance can be realized. Finally, the proposed model is implemented in areal‐world scenario on a microgrid that is a part of the Tehran power distribution network. Extensive numerical results demonstrate the applicability and effectiveness of the suggested RCM model in microgrids.

• Journal Article Type: Article
• Online Publication Date: Aug 5, 2018
• Publication Date: 2019-01
• Deposit Date: Mar 9, 2025
• Journal: International Transactions on Electrical Energy Systems
• Electronic ISSN: 2050-7038
• Publisher: Wiley
• Peer Reviewed: Peer Reviewed
• Volume: 29
• Issue: 1
• Pages: e2691
• DOI: https://doi.org/10.1002/etep.2691