Recent advances in prognostics and health management for advanced manufacturing paradigms
Ershun Pan and
Reliability Engineering and System Safety, 2018, vol. 178, issue C, 255-268
Manufacturing paradigms have played their important roles in modern industry. In recent 20 years, production systems of advanced manufacturing paradigms (e.g. mass customization, reconfigurable manufacturing, sustainable manufacturing and service-oriented manufacturing) have been developed to exceed the traditional â€œmass productionâ€ paradigm. The reasons that make system health management especially difficult include individual machine deteriorations, different system structures, diverse production characteristics and exponential scheduling complexity. To address these gaps, we provide a review of the prognostics and health management (PHM) field focusing on prognostics approaches for asset health, and maintenance policies for more â€œinformedâ€ decisions. This paper addresses recent advances in PHM for advanced manufacturing paradigms to forecast health trends, avoid production breakdowns, reduce maintenance cost and achieve rapid decision-making. Furthermore, an in-depth look at future research interests is provided.
Keywords: Prognostics and health management; Prognostics approaches; Maintenance management; Advanced manufacturing paradigms (search for similar items in EconPapers)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:178:y:2018:i:c:p:255-268
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