DocumentCode :
2732021
Title :
An enhanced MPPT fuzzy control of a wind turbine equipped with permanent magnet synchronous generator
Author :
Karbakhsh, Mehrdad ; Abutorabi, Hossein ; Khazaee, Amir
Author_Institution :
Electr. Eng. Dept., Ferdowsi Univ. of Mashhad, Mashhad, Iran
fYear :
2012
fDate :
18-19 Oct. 2012
Firstpage :
77
Lastpage :
82
Abstract :
In this paper a robust intelligent controller is adopted in order to fulfil maximum power point tracking (MPPT) algorithm for permanent magnet synchronous generator (PMSG) with the application of wind turbines. Conventional linear PI controller is simple and easy to implement but it has the drawback of dependence on system parameters especially in a wind energy conversion system with large amount of uncertainties as a sequence of wind speed variation. Due to inherent robustness to uncertainties in fuzzy logic controller, it can be used effectively in wind energy conversion system. However designing procedure and gain tuning could be a challenging approach. In this paper the initial parameters of FLC are obtained from the parameters of its well-tuned linear counterpart. This is a flexible control scheme that takes advantage of the best features of fuzzy control, robustness to uncertainties, and of PI controller, simple tuning procedure. This intelligent controller is designed in presence of mechanical parameters as well as mechanical torque disturbance, which is the most concerned uncertainty in wind turbines. Simulation results clearly shows performance of proposed robust fuzzy PI control system in maximum power points tracking in a wind energy conversion system.
Keywords :
PI control; fuzzy control; intelligent control; maximum power point trackers; permanent magnet generators; power system control; robust control; synchronous generators; wind power; wind turbines; enhanced MPPT fuzzy control; flexible control scheme; fuzzy PI control system; fuzzy logic controller; gain tuning; linear PI controller; maximum power point tracking algorithm; mechanical parameters; mechanical torque disturbance; permanent magnet synchronous generator; robust intelligent controller; system parameters; wind energy conversion system; wind speed variation; wind turbine; Fuzzy control; Generators; Rotors; Tuning; Wind speed; Wind turbines; Zirconium; field oriented control (FOC); fuzzy logic controller (FLC); maximum power point tracking (MPPT); permanent magnet synchronous generator (PMSG);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2012 2nd International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4673-4475-3
Type :
conf
DOI :
10.1109/ICCKE.2012.6395356
Filename :
6395356
Link To Document :
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