TY - JOUR
T1 - MD-based approaches for system health monitoring
T2 - A review
AU - Jin, Xiaohang
AU - Wang, Yu
AU - Chow, Tommy W.S.
AU - Sun, Yi
N1 - Publisher Copyright:
© The Institution of Engineering and Technology 2017.
PY - 2017/7/1
Y1 - 2017/7/1
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/85021422550
U2 - 10.1049/iet-smt.2016.0340
DO - 10.1049/iet-smt.2016.0340
M3 - 文献综述
AN - SCOPUS:85021422550
SN - 1751-8822
VL - 11
SP - 371
EP - 379
JO - IET Science, Measurement and Technology
JF - IET Science, Measurement and Technology
IS - 4
ER -