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A Review on Prognostics Methods for Engineering Systems | IEEE Journals & Magazine | IEEE Xplore

A Review on Prognostics Methods for Engineering Systems


Abstract:

Due to the advancements in sensing technologies and computational capabilities, system health assessment and prognostics have been extensively investigated in the literat...Show More

Abstract:

Due to the advancements in sensing technologies and computational capabilities, system health assessment and prognostics have been extensively investigated in the literature. Industry has adopted and implemented many advanced system prognostic applications. This article reviews recent research advances and applications in prognostics modeling methods for engineering systems. The reviewed papers are classified into three major areas based on whether the physics of failure knowledge is incorporated for prognostics, i.e., the data-driven, physics-based, and hybrid prognostic methods. The technical merits and limitations of each prognostic method are discussed. This review also summarizes research and technological challenges in engineering system prognostics, and points out future research directions.
Published in: IEEE Transactions on Reliability ( Volume: 69, Issue: 3, September 2020)
Page(s): 1110 - 1129
Date of Publication: 27 December 2019

ISSN Information:


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