Title
Dynamic Bhattacharyya Bound-Based Approach for Fault Classification in Industrial Processes
Abstract
Data-driven fault diagnosis has attracted increasing research interest with a recent trend of aiming at large-scale and complex systems. In this article, we propose a method under a probabilistic framework, named dynamic Bhattacharyya bound (DBB), to extract features for fault diagnosis. An information criterion is adopted to determine the order of dimensionality reduction and time lags when apply...
Year
DOI
Venue
2022
10.1109/TII.2021.3056533
IEEE Transactions on Industrial Informatics
Keywords
DocType
Volume
Fault diagnosis,Upper bound,Feature extraction,Covariance matrices,Correlation,Stacking,Principal component analysis
Journal
18
Issue
ISSN
Citations 
1
1551-3203
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Benben Jiang100.68
Bofan Zhu200.34