Wind Turbine Fault-Tolerant Control via Incremental Model-Based Reinforcement Learning
(2024)
Journal Article
Xie, J., Dong, H., Zhao, X., & Lin, S. (in press). Wind Turbine Fault-Tolerant Control via Incremental Model-Based Reinforcement Learning. IEEE transactions on Automation Science and Engineering, https://doi.org/10.1109/TASE.2024.3372713
A reinforcement learning (RL) based fault-tolerant control strategy is developed in this paper for wind turbine torque & pitch control under actuator & sensor faults subject to unknown system models. An incremental model-based heuristic dynamic progr... Read More about Wind Turbine Fault-Tolerant Control via Incremental Model-Based Reinforcement Learning.