期刊
RELIABILITY ENGINEERING & SYSTEM SAFETY
卷 217, 期 -, 页码 -出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.ress.2021.108063
关键词
Prognostics and health management (PHM); PHM Design; PHM Development; PHM Decision; PHM practical prospects
资金
- National Natural Science Foundation of China [61703431]
This paper reviews the state-of-the-art of PHM from the perspectives of Design, Development, and Decision (DE3), extracting research conclusions from 235 related publications and identifying gaps and challenges in existing PHM concerning DE3. It aims to provide clear directions for advancing PHM methodologies and maturing them into practical technologies.
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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