Prognostics and Health Assessment Implementation for Electronic Products

Traditional handbook-based reliability prediction methods for electronic products are inaccurate and misleading. In this paper, we will present a prognostics and health management (PHM) approach that is more suitable for reliability (remaining life) assessment for electronic products, since it considers actual operational and environmental loading conditions for individual products. The process for implementing PHM in electronics is discussed. Several examples of implementation in industry and defense are also given.

[1]  Michael Osterman,et al.  Virtual Remaining Life Assessment of Electronic Hardware Subjected to Shock and Random Vibration Life Cycle Loads , 2007 .

[2]  M.G. Pecht,et al.  Maxima-SPRT methodology for health monitoring of contact resistance in IC sockets , 2008, 2008 International Conference on Prognostics and Health Management.

[3]  M.H. Azarian,et al.  Failure prognostics of multilayer ceramic capacitors in temperature-humidity-bias conditions , 2008, 2008 International Conference on Prognostics and Health Management.

[4]  M. J. Cushing,et al.  Comparison of electronics-reliability assessment approaches , 1993 .

[5]  A. Thakker,et al.  Health monitoring algorithms for space application batteries , 2008, 2008 International Conference on Prognostics and Health Management.

[6]  Michael Osterman,et al.  Prognostics Assessment of Aluminum Support Structure on a Printed Circuit Board , 2006 .

[7]  Jie Gu,et al.  Prognostics implementation of electronics under vibration loading , 2007, Microelectron. Reliab..

[8]  Carl S. Byington,et al.  Electronic prognostics - a case study using Global Positioning System (GPS) , 2005, IEEE Autotestcon, 2005..

[9]  D. Goodman,et al.  A board-level prognostic monitor for MOSFET TDDB , 2006, 2006 IEEE Aerospace Conference.

[10]  Valerie Eveloy,et al.  A Methodology for Assessing the Remaining Life of Electronic Products , 2006 .

[11]  L. Nasser,et al.  Electronics reliability prognosis through material modeling and simulation , 2006, 2006 IEEE Aerospace Conference.

[12]  Michael Pecht,et al.  Failure precursors for insulated gate bipolar transistors (IGBTs) , 2008 .

[13]  Michael Pecht,et al.  Environment and Usage Monitoringof Electronic Products for Health Assessment and Product Design , 2007 .

[14]  R. Xu,et al.  IDDQ trending as a precursor to semiconductor failure , 2008, 2008 International Conference on Prognostics and Health Management.

[15]  M.G. Pecht,et al.  In situ temperature measurement of a notebook computer - a case study in health and usage monitoring of electronics , 2004, IEEE Transactions on Device and Materials Reliability.

[16]  M.G. Pecht,et al.  Prognostics and health management of electronics , 2008, IEEE Transactions on Components and Packaging Technologies.

[17]  Michael Pecht,et al.  A life consumption monitoring methodology for electronic systems , 2003 .

[18]  Michael Pecht,et al.  In-situ sensors for product reliability monitoring , 2002, Symposium on Design, Test, Integration, and Packaging of MEMS/MOEMS.

[19]  Michael Pecht,et al.  Product Reliability, Maintainability, and Supportability Handbook , 1995 .

[20]  M. Pecht,et al.  Prognostics and health management using physics-of-failure , 2008, 2008 Annual Reliability and Maintainability Symposium.

[21]  Daeil Kwon,et al.  Early detection of interconnect degradation using RF impedance and SPRT , 2008, 2008 International Conference on Prognostics and Health Management.

[22]  Kenny C. Gross,et al.  Proactive Fault Monitoring in Enterprise Servers , 2005, CDES.

[23]  J.W. Simons,et al.  Prognostics modeling of solder joints in electronic components , 2006, 2006 IEEE Aerospace Conference.

[24]  Kam L. Wong What is wrong with the existing reliability prediction methods , 1990 .

[25]  Michael Pecht,et al.  Predicting the reliability of electronic equipment , 1994 .

[26]  M. Pecht,et al.  Mahalanobis Distance and Projection Pursuit Analysis for Health Assessment of Electronic Systems , 2008, 2008 IEEE Aerospace Conference.