Key result
The Mahalanobis distance (MD)-based approach is a powerful health monitoring method for machines and electronic devices that has been extensively studied and widely applied since the early 2000s.
The Mahalanobis distance-based approach is a widely applied method for health monitoring of machines and electronic devices.
MD-based monitoring aids device reliability; leaves open prospective validation in cardiovascular applications.
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.
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Jin et al. (2017) conducted a review in System health monitoring of machines and electronic devices. Mahalanobis distance (MD)-based approach was evaluated. The Mahalanobis distance (MD)-based approach is a powerful health monitoring method for machines and electronic devices that has been extensively studied and widely applied since the early 2000s.
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