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Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization
Abstract
In this paper, two online schemes for an integrated design of fault-tolerant control (FTC) systems with application to Tennessee Eastman (TE) benchmark are proposed. Based on the data-driven design of the proposed fault-tolerant architecture whose core is an observer/residual generator based realization of the Youla parameterization of all stabilization controllers, FTC is achieved by an adaptive residual generator for the online identification of the fault diagnosis relevant vectors, and an iterative optimization method for system performance enhancement. The performance and effectiveness of the proposed schemes are demonstrated through the TE benchmark model.
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Cited by
A new convolutional neural network-based data-driven fault diagnosis method
Wen, L., Li, X., Gao, L., & Zhang, Y. (2018) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2017.2774777 · Cited by 2,222
Improved PLS Focused on Key-Performance-Indicator-Related Fault Diagnosis
Yin, S., Zhu, X., & Kaynak, O. (2015) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2014.2345331 · Cited by 537
Self-citationHu, X., Jiang, J., Cao, D., & Egardt, B. (2015) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2015.2461523 · Cited by 504
A Robust Observer-Based Sensor Fault-Tolerant Control for PMSM in Electric Vehicles
Kommuri, S. K., Defoort, M., Karimi, H. R., & Veluvolu, K. C. (2016) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2016.2590993 · Cited by 408
Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics
Javed, K., Gouriveau, R., Zerhouni, N., & Nectoux, P. (2015) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2014.2327917 · Cited by 351
Metadata
- Authors
- Yin, S., Luo, H., & Ding, S. X.
- Venue
- IEEE Transactions on Industrial Electronics
- Published
- 2014-05
- Volume
- 61
- Issue
- 5
- Pages
- 2402-2411
- ISSN
- 0278-0046 (ISSN-L)
- 1557-9948
- OpenAlex
- W2014441923
- Cited by
- 644
- References
- 0
- FWCI
- 169.66
- Type
- journal article
- Language
- en
- Open access
- closed
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- Yin, S., Luo, H., & Ding, S. X. (2014). Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization. IEEE Transactions on Industrial Electronics. https://doi.org/10.1109/tie.2013.2273477
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