2022

Zhang, Xiantao, Lu, Da, Dong, Hongyang, Zhao, Xiaowei, Brennan, Feargal and Liang, Yibo (2022) Vibration suppression of multi-component floating structures via passive TMDs and Bayesian Ascent. Ocean Engineering , 259 . 112088. doi:10.1016/j.oceaneng.2022.112088 ISSN 0029-8018.

Yang, Haoyang, Hu, Qinglei, Dong, Hongyang and Zhao, Xiaowei (2022) ADP-based spacecraft attitude control under actuator misalignment and pointing constraints. IEEE Transactions on Industrial Electronics, 69 (9). pp. 9342-9352. doi:10.1109/TIE.2021.3116571 ISSN 0278-0046.

Dong, Hongyang and Zhao, Xiaowei (2022) Intelligent wind farm control via grouping-based reinforcement learning. In: 2022 European Control Conference (ECC), London, UK, 12-15 Jul 2022 pp. 993-998. ISBN 9783907144077. doi:10.23919/ECC55457.2022.9838151

Dong, Hongyang, Xie, Jingjie and Zhao, Xiaowei (2022) Wind farm control technologies : from classical control to reinforcement learning. Progress in Energy, 4 (3). 032006. doi:10.1088/2516-1083/ac6cc1 ISSN 2516-1083.

Dong, Hongyang, Zhao, Xiaowei, Hu, Qinglei, Yang, Haoyang and Qi, Pengyuan (2022) Learning-based attitude tracking control with high-performance parameter estimation. IEEE Transactions on Aerospace and Electronic Systems, 58 (3). pp. 2218-2230. doi:10.1109/TAES.2021.3130537 ISSN 0018-9251.

Dong, Hongyang and Zhao, Xiaowei (2022) Composite experience replay based deep reinforcement learning with application in wind farm control. IEEE Transactions on Control Systems Technology, 30 (3). pp. 1281-1295. doi:10.1109/TCST.2021.3102476 ISSN 1063-6536.

Xie, Jingjie, Dong, Hongyang, Zhao, Xiaowei and Karcanias, Aris (2022) Wind farm power generation control via double-network-based deep reinforcement learning. IEEE Transactions on Industrial Informatics, 18 (4). pp. 2321-2330. doi:10.1109/TII.2021.3095563 ISSN 1551-3203.

Dong, Hongyang and Zhao, Xiaowei (2022) Wind-farm power tracking via preview-based robust reinforcement learning. IEEE Transactions on Industrial Informatics, 18 (3). pp. 1706-1715. doi:10.1109/TII.2021.3093300 ISSN 1551-3203.

Dong, Hongyang, Zhao, Xiaowei and Luo, Biao (2022) Optimal tracking control for uncertain nonlinear systems with prescribed performance via critic-only ADP. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 52 (1). pp. 561-573. doi:10.1109/TSMC.2020.3003797 ISSN 2168-2216.

2021

Qinglei, Hu, Haoyang, Yang, Hongyang, Dong and Xiaowei, Zhao (2021) Learning-based 6-DOF control for autonomous proximity operations under motion constraints. IEEE Transactions on Aerospace and Electronic Systems, 57 (6). 4097 -4109. doi:10.1109/TAES.2021.3094628 ISSN 0018-9251.

Dong, Hongyang, Zhao, Xiaowei and Yang, Haoyang (2021) Reinforcement learning-based approximate optimal control for attitude reorientation under state constraints. IEEE Transactions on Control Systems Technology, 29 (4). pp. 1664-1673. doi:10.1109/TCST.2020.3007401 ISSN 1063-6536.

Dong, Hongyang, Zhang, Jincheng and Zhao, Xiaowei (2021) Intelligent wind farm control via deep reinforcement learning and high-fidelity simulations. Applied Energy, 292 . 116928. doi:10.1016/j.apenergy.2021.116928 ISSN 0306-2619.

Javaid, Umair and Dong, Hongyang (2021) Disturbance-observer-based attitude control under input nonlinearity. Transactions of the Institute of Measurement and Control, 43 (10). pp. 2358-2367. doi:10.1177/0142331221997204 ISSN 0142-3312.

Xie, Jingjie, Xiaowei, Zhao and Hongyang, Dong (2021) Learning-based nonlinear model predictive control with accurate uncertainty compensation. Nonlinear Dynamics, 104 . pp. 3827-3843. doi:10.1007/s11071-021-06522-z ISSN 0924-090X.

2020

Dong, Hongyang, Edrah, Mohamed, Zhao, Xiaowei, Collu, Maurizio, Xu, Xue, Abhinav, K A and Lin, Zi (2020) Model-free semi-active structural control of floating wind turbines. In: 2020 Chinese Automation Congress (CAC), Shanghai, China, 6-8 Nov 2020 ISBN 9781728176871. doi:10.1109/CAC51589.2020.9327083 ISSN 2688-0938.