Using fuzzy logic to support maintenance decisions according to Resilience-Based Maintenance concept
| Autor: | Lech Bukowski, Sylwia Werbińska-Wojciechowska |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
021110 strategic
defence & security studies Risk analysis (engineering) Computer science 0211 other engineering and technologies 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 02 engineering and technology Safety Risk Reliability and Quality Resilience (network) Fuzzy logic Industrial and Manufacturing Engineering |
| Zdroj: | Eksploatacja i Niezawodność – Maintenance and Reliability. 23:294-307 |
| ISSN: | 2956-3860 1507-2711 |
| Popis: | Many authors have highlighted the importance of physical assets maintenance management in relation to resilience engineering, especially for systems operating under significant uncertainty. Thus, the authors presented a new approach to system maintenance based on resilience concept implementation. They introduced Maintenance Support Potentials (MSP) as a measure of an organization's maintenance support capacity. Moreover, based on the MSP definition, they developed a fuzzy-based organization's maintenance support potential level assessment method. The proposed approach takes into account two main MSP parameters – potential readiness level and process regency. It followed four main steps, including organization's MSP identification/evaluation, MSP weights assessment, Maintenance Support Capacity assessment, and final reasoning. A case study of a global manufacturer from the automotive industry is presented to illustrate the method's applicability. The authors also indicated further research directions to optimize the maintenance strategy based on Resilience-Based Maintenance concept. |
| Databáze: | OpenAIRE |
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