Anticipatory Control of Wind Turbines With Data-Driven Predictive Models

@article{Kusiak2009AnticipatoryCO,
  title={Anticipatory Control of Wind Turbines With Data-Driven Predictive Models},
  author={Andrew Kusiak and Zhe Song and Haiyang Zheng},
  journal={IEEE Transactions on Energy Conversion},
  year={2009},
  volume={24},
  pages={766-774}
}
The concept of anticipatory control applied to wind turbines is presented. Anticipatory control is based on the model predictive control (MPC) approach. Unlike the MPC method, noncontrollable variables (such as wind speed) are directly considered in the dynamic equations presented in the paper to predict response variables, e.g., rotor speed and turbine power output. To determine future states of the power drive with the dynamic equations, a time series model was built for wind speed. The time… CONTINUE READING
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