Prognostics and health monitoring of electronic system: A review

Alexandru Prisacaru; Przemyslaw Jakub Gromala; Mateus Bagetti Jeromio; Bongtae Han; Guo Qi Zhang

doi:10.1109/EuroSimE.2017.7926248

Prognostics and health monitoring of electronic system: A review

Alexandru Prisacaru, Przemyslaw Jakub Gromala, Mateus Bagetti Jeromio, Bongtae Han, Guo Qi Zhang

Electronic Components, Technology and Materials

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

11 Citations (Scopus)

143 Downloads (Pure)

Abstract

Miniaturization of electronics, reduction of time to market and new functionalities in the current context of autonomous driving, electrification and connectivity, are bringing new reliability challenges. Prognostics and Health Management (PHM) can be used effectively to address some of the key challenges, in particular new challenges associated with the transfer of consumer electronics to automotive industry. The concept of PHM is not new, but its application to electronic systems is relatively new. It is expected that the PHM demand for electronic systems would continuously increase as autonomous driving is being realized. This paper attempts to summarize the recent studies in the system-level PHM of electronic systems. Condition monitoring (CM) techniques and prognostics methods used for the PHM of electronic systems are reviewed first. Various implementation examples are followed using different system classifications. The findings from this review is expected to offer a technical summary of accomplishments and challenges during the course of applying PHM for electronic systems, and to identify future research tasks to be performed to make the PHM a more viable tool for reliability assessment of electronic systems.

Original language	English
Title of host publication	2017 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	1-11
Number of pages	11
ISBN (Electronic)	978-1-5090-4344-6
DOIs	https://doi.org/10.1109/EuroSimE.2017.7926248
Publication status	Published - 2017
Event	18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017: 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems - Dresden, Germany Duration: 3 Apr 2017 → 5 Apr 2017

Conference

Conference	18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017
Country/Territory	Germany
City	Dresden
Period	3/04/17 → 5/04/17

Bibliographical note

Accepted author manuscript

Keywords

Prognostics and health management
Consumer electronics
Sensor systems
Monitoring
Reliability
Data models

Access to Document

10.1109/EuroSimE.2017.7926248

44920969 - EuroSimE_Alexandru_Prisacaru_2017Accepted author manuscript, 698 KB

Cite this

Prisacaru, A., Gromala, P. J., Jeromio, M. B., Han, B., & Qi Zhang, G. (2017). Prognostics and health monitoring of electronic system: A review. In 2017 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017 (pp. 1-11). Article 7926248 IEEE. https://doi.org/10.1109/EuroSimE.2017.7926248

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abstract = "Miniaturization of electronics, reduction of time to market and new functionalities in the current context of autonomous driving, electrification and connectivity, are bringing new reliability challenges. Prognostics and Health Management (PHM) can be used effectively to address some of the key challenges, in particular new challenges associated with the transfer of consumer electronics to automotive industry. The concept of PHM is not new, but its application to electronic systems is relatively new. It is expected that the PHM demand for electronic systems would continuously increase as autonomous driving is being realized. This paper attempts to summarize the recent studies in the system-level PHM of electronic systems. Condition monitoring (CM) techniques and prognostics methods used for the PHM of electronic systems are reviewed first. Various implementation examples are followed using different system classifications. The findings from this review is expected to offer a technical summary of accomplishments and challenges during the course of applying PHM for electronic systems, and to identify future research tasks to be performed to make the PHM a more viable tool for reliability assessment of electronic systems.",

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note = "Accepted author manuscript; 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017 : 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems ; Conference date: 03-04-2017 Through 05-04-2017",

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Prisacaru, A, Gromala, PJ, Jeromio, MB, Han, B & Qi Zhang, G 2017, Prognostics and health monitoring of electronic system: A review. in 2017 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017., 7926248, IEEE, Piscataway, NJ, pp. 1-11, 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017, Dresden, Germany, 3/04/17. https://doi.org/10.1109/EuroSimE.2017.7926248

Prognostics and health monitoring of electronic system: A review. / Prisacaru, Alexandru; Gromala, Przemyslaw Jakub; Jeromio, Mateus Bagetti et al.
2017 18th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems, EuroSimE 2017. Piscataway, NJ: IEEE, 2017. p. 1-11 7926248.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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AU - Jeromio, Mateus Bagetti

AU - Han, Bongtae

AU - Qi Zhang, Guo

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PB - IEEE

CY - Piscataway, NJ

Y2 - 3 April 2017 through 5 April 2017

ER -

Prognostics and health monitoring of electronic system: A review

Abstract

Conference

Bibliographical note

Keywords

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Cite this