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

  • Magdi S. Mahmoud*
  • , Mojeed O. Oyedeji
  • *Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

48 Scopus citations

Abstract

The wind turbine (WT) 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) An overview of the recent advances that have been made in the application of adaptive and model predictive control strategies for wind turbines. 2) Summarizes some important aspects of modeling of wind turbines for control studies. 3) 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 / demerits.

Original languageEnglish
Article number8651891
Pages (from-to)364-378
Number of pages15
JournalIEEE/CAA Journal of Automatica Sinica
Volume6
Issue number2
DOIs
StatePublished - Mar 2019

Bibliographical note

Publisher Copyright:
© 2014 Chinese Association of Automation.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Adaptive control
  • model predictive control
  • wind turbine (WT)

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Information Systems
  • Artificial Intelligence

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