Title :
Evaluation of fuzzy-based maximum power-tracking in wind energy conversion systems
Author :
Azzouz, Maher Abdelkhalek ; Elshafei, A.-L. ; Emara, H.
Author_Institution :
Fac. of Eng., Cairo Univ., Giza, Egypt
fDate :
11/1/2011 12:00:00 AM
Abstract :
Fuzzy logic is a convenient approach to construct maximum power-point-tracking algorithms. A new scheme composed of two fuzzy systems is proposed here. The first fuzzy system is based on a modified hill climb search algorithm to conclude the power set-point. The second fuzzy system is an adaptive proportional integral-like controller that uses a variable structure tuning algorithm to track the power set-point. Simulations show that the proposed scheme can improve the system efficiency.
Keywords :
PI control; adaptive control; direct energy conversion; fuzzy set theory; fuzzy systems; search problems; variable structure systems; wind power; adaptive proportional integral-like controller; fuzzy logic; fuzzy system; fuzzy-based maximum power-tracking; modified hill climb search algorithm; power set-point; variable structure tuning algorithm; wind energy conversion systems;
Journal_Title :
Renewable Power Generation, IET
DOI :
10.1049/iet-rpg.2010.0102