Machine learning–based piecewise affine model of wind turbines during maximum power point tracking

P Sindareh‐Esfahani, J Pieper - Wind Energy, 2020 - Wiley Online Library
In this paper, a discrete‐time piecewise affine (PWA) model of a wind turbine during
Maximum Power Point Tracking (MPPT) region is identified. A clustering‐based …

[PDF][PDF] Machine Learning Modeling and Robust Model Predictive Control of a Wind Turbine

P Sindareh-Esfahani - Machine Learning, 2019 - prism.ucalgary.ca
In the era of fast-emerging technologies for large-scale wind turbines, demand on control
systems is significantly increased. Control systems improve the capability of the turbine to …