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Beschreibung
Changsheng Hua proposes two approaches, an input/output recovery approach and a performance index-based approach for robustness and performance optimization of feedback control systems. For their data-driven implementation in deterministic and stochastic systems, the author develops Q-learning and natural actor-critic (NAC) methods, respectively. Their effectiveness has been demonstrated by an experimental study on a brushless direct current motor test rig.
The author:
Changsheng Hua received the Ph.D. degree at the Institute of Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Germany, in 2020. His research interests include model-based and data-driven fault diagnosis and fault-tolerant techniques.Details
| Verlag | Springer Fachmedien Wiesbaden GmbH |
| Ersterscheinung | 04. März 2021 |
| Maße | 21 cm x 14.8 cm |
| Gewicht | 202 Gramm |
| Format | Softcover |
| ISBN-13 | 9783658330330 |
| Auflage | 1st ed. 2021 |
| Seiten | 127 |
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