Synergetic Decomposition of Input-output Dependency for Control System Intelligent Monitoring: A Perspective from Information Theory

Author:

Chen Xu,Ren Jiayi,Zhao Chunhui

Publisher

Elsevier BV

Reference21 articles.

1. Alemi, A. A., Fischer, I., Dillon, J. V., & Murphy, K. (2016). Deep Variational Information Bottleneck. In International Conference on Learning Representations.

2. Explaining a black-box by using a deep variational information bottleneck approach;Bang;In Proceedings of the AAAI Conference on Artificial Intelligence,2021

3. Belghazi, M. I., Baratin, A., Rajeshwar, S., Ozair, S., Bengio, Y., Courville, A., & Hjelm, D. (2018). Mutual information neural estimation. In International conference on machine learning. PMLR, 531-540.

4. A normal behavior model based on power curve and stacked regressions for condition monitoring of wind turbines;Bilendo;IEEE Transactions on Instrumentation and Measurement,2022

5. Conditional discriminative autoencoder and condition-driven immediate representation of soft transition for monitoring complex nonstationary processes;Chen;Control Engineering Practice,2022

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