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- Title
MD-based approaches for system health monitoring: a review.
- Authors
Xiaohang Jin; Yu Wang; Chow, Tommy W. S.; Yi Sun
- Abstract
Health monitoring of machines and electronic devices as well as their manufacturing processes plays a significant role in improving their safety, reliability, and their effective lifetime. The Mahalanobis distance (MD)-based approach is a powerful health monitoring method that has recently received more interest from industrial and academic communities. It has been extensively studied and widely applied in many fields since the early 2000s. This study briefly surveys recent developments and implementation issues of the MD-based approach in system health monitoring. It provides comprehensive references for researchers, highlights relevant papers, and predicts future research trends.
- Subjects
HEALTH facilities; MEDICAL equipment; MEDICAL supplies; MEDICAL care; PUBLIC health
- Publication
IET Science, Measurement & Technology (Wiley-Blackwell), 2017, Vol 11, Issue 4, p371
- ISSN
1751-8822
- Publication type
Article
- DOI
10.1049/iet-smt.2016.0340