Review of Health Prognostics and Condition Monitoring of Electronic Components

Cherry Bhargava, Pardeep Kumar Sharma, Senthilkumar Mohan, P. Sanjeevikumar, Vigna K. Ramachandaramurthy, Zbigniew Leonowicz, Frede Blaabjerg, Massimo Mitolo
2020 IEEE Access  
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
more » ... nents, 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. INDEX TERMS Reliability methods, condition monitoring, faults and failures, prognostics, diagnostics. and the Habilitate Doctorate degree from the
doi:10.1109/access.2020.2989410 fatcat:ercxzerrazgg7c55cahl2ndi3a