Review of Health Prognostics and Condition Monitoring of Electronic Components

To meet the specifications of low cost, highly reliable electronic devices, fault diagnosis techniques play an essential role. It is vital to find flaws at an early stage in design, components, material, or manufacturing during the initial phase. This review paper attempts to summarize past developm...

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Main Authors:	Cherry Bhargava, Pardeep Kumar Sharma, Mohan Senthilkumar, Sanjeevikumar Padmanaban, Vigna K. Ramachandaramurthy, Zbigniew Leonowicz, Frede Blaabjerg, Massimo Mitolo
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Series:	IEEE Access
Subjects:	Reliability methods condition monitoring faults and failures prognostics diagnostics
Online Access:	https://ieeexplore.ieee.org/document/9075164/

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spelling	doaj-ccca659e74e54783bcda365a517cfb842021-08-17T23:00:24ZengIEEEIEEE Access2169-35362020-01-018751637518310.1109/ACCESS.2020.29894109075164Review of Health Prognostics and Condition Monitoring of Electronic ComponentsCherry Bhargava0Pardeep Kumar Sharma1Mohan Senthilkumar2https://orcid.org/0000-0002-8114-3147Sanjeevikumar Padmanaban3https://orcid.org/0000-0003-3212-2750Vigna K. Ramachandaramurthy4Zbigniew Leonowicz5Frede Blaabjerg6https://orcid.org/0000-0001-8311-7412Massimo Mitolo7School of Electrical and Electronics Engineering, Lovely Professional University, Phagwara, IndiaSchool of PS, Lovely Professional University, Phagwara, IndiaSchool of Information Technology and Engineering, Vellore Institute of Technology, Vellore, IndiaDepartment of Energy Technology, Aalborg University, Aalborg, DenmarkInstitute of Power Engineering, Department of Electrical Power Engineering, College of Engineering, Universiti Tenaga Nasional, Jalan Ikram-Uniten, Kajang, MalaysiaFaculty of Electrical Engineering, Wrocław University of Science and Technology, Wrocław, PolandDepartment of Energy Technology, Aalborg University, Aalborg, DenmarkSchool of Integrated Design, Engineering and Automation, Irvine Valley College, Irvine, CA, USATo meet the specifications of low cost, highly reliable electronic devices, fault diagnosis techniques play an essential role. It is vital to find flaws at an early stage in design, components, material, or manufacturing during the initial phase. This review paper attempts to summarize past development and recent advances in the areas about green manufacturing, maintenance, remaining useful life (RUL) prediction, and like. The current state of the art in reliability research for electronic components, mainly includes failure mechanisms, condition monitoring, and residual lifetime evaluation is explored. A critical analysis of reliability studies to identify their relative merits and usefulness of the outcome of these studies' vis-a-vis green manufacturing is presented. The wide array of statistical, empirical, and intelligent tools and techniques used in the literature are then identified and mapped. Finally, the findings are summarized, and the central research gap is highlighted.https://ieeexplore.ieee.org/document/9075164/Reliability methodscondition monitoringfaults and failuresprognosticsdiagnostics
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Cherry Bhargava Pardeep Kumar Sharma Mohan Senthilkumar Sanjeevikumar Padmanaban Vigna K. Ramachandaramurthy Zbigniew Leonowicz Frede Blaabjerg Massimo Mitolo
spellingShingle	Cherry Bhargava Pardeep Kumar Sharma Mohan Senthilkumar Sanjeevikumar Padmanaban Vigna K. Ramachandaramurthy Zbigniew Leonowicz Frede Blaabjerg Massimo Mitolo Review of Health Prognostics and Condition Monitoring of Electronic Components IEEE Access Reliability methods condition monitoring faults and failures prognostics diagnostics
author_facet	Cherry Bhargava Pardeep Kumar Sharma Mohan Senthilkumar Sanjeevikumar Padmanaban Vigna K. Ramachandaramurthy Zbigniew Leonowicz Frede Blaabjerg Massimo Mitolo
author_sort	Cherry Bhargava
title	Review of Health Prognostics and Condition Monitoring of Electronic Components
title_short	Review of Health Prognostics and Condition Monitoring of Electronic Components
title_full	Review of Health Prognostics and Condition Monitoring of Electronic Components
title_fullStr	Review of Health Prognostics and Condition Monitoring of Electronic Components
title_full_unstemmed	Review of Health Prognostics and Condition Monitoring of Electronic Components
title_sort	review of health prognostics and condition monitoring of electronic components
publisher	IEEE
series	IEEE Access
issn	2169-3536
publishDate	2020-01-01
description	To meet the specifications of low cost, highly reliable electronic devices, fault diagnosis techniques play an essential role. It is vital to find flaws at an early stage in design, components, material, or manufacturing during the initial phase. This review paper attempts to summarize past development and recent advances in the areas about green manufacturing, maintenance, remaining useful life (RUL) prediction, and like. The current state of the art in reliability research for electronic components, mainly includes failure mechanisms, condition monitoring, and residual lifetime evaluation is explored. A critical analysis of reliability studies to identify their relative merits and usefulness of the outcome of these studies' vis-a-vis green manufacturing is presented. The wide array of statistical, empirical, and intelligent tools and techniques used in the literature are then identified and mapped. Finally, the findings are summarized, and the central research gap is highlighted.
topic	Reliability methods condition monitoring faults and failures prognostics diagnostics
url	https://ieeexplore.ieee.org/document/9075164/
work_keys_str_mv	AT cherrybhargava reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT pardeepkumarsharma reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT mohansenthilkumar reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT sanjeevikumarpadmanaban reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT vignakramachandaramurthy reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT zbigniewleonowicz reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT fredeblaabjerg reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents AT massimomitolo reviewofhealthprognosticsandconditionmonitoringofelectroniccomponents
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Review of Health Prognostics and Condition Monitoring of Electronic Components

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