Prognostics and health management: A review from the perspectives of design, development and decision

•The life cycle of prognostics and health management (PHM) is structuredinto DEsign, DEvelopment and DEcision phases (DE3).•Essences, key activities and interconnections of PHM DE3aresummarized.•Gaps, challengesand future researchdirectionsof PHM DE3are proposed. Prognostics and health management (P...

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Vydáno v:Reliability engineering & system safety Ročník 217; s. 108063
Hlavní autoři: Hu, Yang, Miao, Xuewen, Si, Yong, Pan, Ershun, Zio, Enrico
Médium: Journal Article
Jazyk:angličtina
Vydáno: Barking Elsevier Ltd 01.01.2022
Elsevier BV
Elsevier
Témata:
Engineering Sciences
PHM Decision
PHM Design
PHM Development
PHM practical prospects
Prognostics and health management (PHM)
Reliability engineering
Reviewing
State-of-the-art reviews
PHM Development
PHM Design
PHM Decision
PHM practical prospects
Prognostics and health management (PHM)
Prognostics and health management
ISSN:0951-8320, 1879-0836
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Shrnutí:•The life cycle of prognostics and health management (PHM) is structuredinto DEsign, DEvelopment and DEcision phases (DE3).•Essences, key activities and interconnections of PHM DE3aresummarized.•Gaps, challengesand future researchdirectionsof PHM DE3are proposed. Prognostics and health management (PHM) is an enabling technology used to maintain the reliable, efficient, economic and safe operation of engineering equipment, systems and structures. In the last 5 years, many PHM review works have been published for discussing and summarizing the state-of-the-art of different approaches and methods, usage modes and applications of PHM. This paper intends to enrich the PHM state-of-the-art by reviewing the PHM works from three different points of view: DEsign, DEvelopment and DEcision (DE3). We dig into the problem essence of the DE3 of PHM by reviewing the research work, extracting the research conclusions from 235 related publications, and exposing the current methodologies and solution frameworks for addressing the DE3 issues. We identify the gaps and challenges of existing PHM concerning the DE3, and point out issues and opportunities of future PHM researches. We expect this review work to provide clear directions for assisting the researchers and practitioners in advancing the PHM methodologies and maturing them into practical PHM technologies.
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ISSN:0951-8320
1879-0836
DOI:10.1016/j.ress.2021.108063