A journal of IEEE and CAA , publishes
high-quality papers in English on original
theoretical/experimental research
and development in all areas of automation
IEEE/CAA Journal of Automatica Sinica
| Citation: | Y. Li, H. Zhang, H. Yan, Y. Tian, and Y. Zhu, “Data-driven distributed model predictive control for large-scale systems with actuator faults,” IEEE/CAA J. Autom. Sinica, 2026. doi: 10.1109/JAS.2025.125858
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Z. Qiu, S. Liu, and L. Xie, “Distributed constrained optimal consensus of multi-agent systems,” Automatica, vol. 68, pp. 209−215, 2016. doi: 10.1016/j.automatica.2016.01.055
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S. Tong, B. Huo, and Y. Li, “Observer-based adaptive decentralized fuzzy fault-tolerant control of nonlinear large-scale systems with actuator failures,” IEEE Trans. Fuzzy Systems, vol. 22, no. 1, pp. 1−15, 2014. doi: 10.1109/TFUZZ.2013.2241770
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J. Y. Gong, B. Jiang, and Q. K. Shen, “Adaptive fault-tolerant neural control for large-scale systems with actuator faults,” Int. Journal of Control, Automation and Systems, vol. 17, no. 6, pp. 1421–1431, 2019. doi: 10.1007/s12555-018-0729-y
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E. Terzi, L. Fagiano, M. Farina, and R. Scattolini, “Learning-based predictive control for linear systems: A unitary approach,” Automatica, vol. 108, p. 108473, 2019. doi: 10.1016/j.automatica.2019.06.025
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Y. Li, H. Zhang, Z. Wang, C. Huang, and H. Yan, “Decentralized control for large-scale systems with actuator faults and external disturbances: A data-driven method,” IEEE Trans. Neural Networks and Learning Systems, vol. 35, no. 8, pp. 10822−10893, 2024.
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H. Zhang, Y. Li, Z. Wang, Y. Ding, and H. Yan, “Policy gradient adaptive dynamic programming for model-free multi-objective optimal control,” IEEE/CAA J. Autom. Sinica, vol. 11, no. 4, pp. 1060–1062, 2024. doi: 10.1109/JAS.2023.123381
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M. Korda and I. Mezić, “Optimal construction of Koopman eigenfunctions for prediction and control,” IEEE Trans. Automatic Control, vol. 65, no. 12, pp. 5114–5129, 2020. doi: 10.1109/TAC.2020.2978039
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M. Han, Z. Li, X. Yin, and X. Yin, “Robust learning and control of time-delay nonlinear systems with deep recurrent Koopman operators,” IEEE Trans. Industrial Informatics, vol. 20, no. 3, pp. 4675–4684, 2024. doi: 10.1109/TII.2023.3328432
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J. Bongard, J. Berberich, J. Köhler, and F. Allgöwer, “Robust stability analysis of a simple data-driven model predictive control approach,” IEEE Trans. Automatic Control, vol. 68, no. 5, pp. 2625–2637, 2023. doi: 10.1109/TAC.2022.3163110
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| [10] |
Y. Li, H. Zhang, Z. Wang, C. Huang, and H. Yan, “Data-driven decentralized control for large-scale systems with sparsity and communication delays,” IEEE Trans. Systems, Man, and Cybernetics: Systems, vol. 53, no. 9, pp. 5614–5624, 2023. doi: 10.1109/TSMC.2023.3274292
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