Power production prediction of wind turbines using a fusion of MLP and ANFIS networks
Author:
Affiliation:
1. Turbulence and Energy LaboratoryUniversity of WindsorWindsorCanada
2. Department of Electrical and Computer EngineeringUniversity of WindsorWindsorCanada
Publisher
Institution of Engineering and Technology (IET)
Subject
Renewable Energy, Sustainability and the Environment
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1049/iet-rpg.2017.0736
Reference81 articles.
1. Characterizing power performance and wake of a wind turbine under yaw and blade pitch
2. Rotating machinery prognostics: State of the art, challenges and opportunities
3. Prognosis of Defect Propagation Based on Recurrent Neural Networks
4. Aerodynamic optimization of wind turbine airfoils using response surface techniques
5. Multi-point robust design optimization of wind turbine airfoil under geometric uncertainty
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