Adaptive and predictive control strategies for wind turbine systems: a survey

The wind turbine &#x0028 WT &#x0029 is a renewable energy conversion device for transformation of kinetic energy from the wind to mechanical energy for subsequent use in different forms. This paper focuses on wind turbine control design strategies. The content is divided into the following p...

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Bibliographic Details
Published in:IEEE/CAA journal of automatica sinica 2019-03, Vol.6 (2), p.364-378
Main Authors: Mahmoud, Magdi S., Oyedeji, Mojeed O.
Format: Article
Language:English
Subjects:
Adaptive control
Adaptive systems
Aerodynamics
Blades
Energy conversion
Generators
Kinetic energy
Mathematical models
Predictive control
Turbines
Wind speed
Wind turbines
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Summary:The wind turbine &#x0028 WT &#x0029 is a renewable energy conversion device for transformation of kinetic energy from the wind to mechanical energy for subsequent use in different forms. This paper focuses on wind turbine control design strategies. The content is divided into the following parts: 1 &#x0029 An overview of the recent advances that have been made in the application of adaptive and model predictive control strategies for wind turbines. 2 &#x0029 Summarizes some important aspects of modeling of wind turbines for control studies. 3 &#x0029 Provides an outlook on the application of adaptive model predictive control for uncertain systems to stimulate new research interests for wind turbine systems. We provide an overall picture of the research results with evaluation of the merits &#x002F demerits.
ISSN:2329-9266
2329-9274
DOI:10.1109/JAS.2019.1911375