Prognostics and Health Management of Electronics
Michael G. Pecht(auth.)Recently, the field of prognostics for electronic products has received increased attention due to the potential to provide early warning of system failures, forecast maintenance as needed, and reduce life cycle costs. In response to the subject's growing interest among industry, government, and academic professionals, this book provides a road map to the current challenges and opportunities for research and development in Prognostics and Health Management (PHM).
The book begins with a review of PHM and the techniques being developed to enable a prognostics approach for electronic products and systems. building on this foundation, the book then presents the state of the art in sensor systems for in-situ health and usage monitoring. Next, it discusses the various models and algorithms that can be utilized in PHM. Finally, it concludes with a discussion of the opportunities in future research.
Readers can use the information in this book to:
- Detect and isolate faultsContent:
Chapter 1 Introduction (pages 1–24):
Chapter 2 Sensor Systems for PHM (pages 25–45):
Chapter 3 Data?Driven Approaches for PHM (pages 47–72):
Chapter 4 Physics?of?Failure Approache to PHM (pages 73–84):
Chapter 5 Economics of PHM (pages 85–118):
Chapter 6 PHM Roadmap: Challenges and Opportunities (pages 119–133):