Title | ||
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Dynamic Bhattacharyya Bound-Based Approach for Fault Classification in Industrial Processes |
Abstract | ||
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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 |
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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 Jiang | 1 | 0 | 0.68 |
Bofan Zhu | 2 | 0 | 0.34 |