DocumentCode :
173359
Title :
Comparative performance of wind turbine driven PMSG with PI-controllers tuned using heuristic optimization algorithms
Author :
Ali, Ahmad ; Moussa, Assema ; Abdelatif, K. ; Eissa, M. ; Wasfy, S. ; Malik, O.P.
Author_Institution :
Electr. Power & Machines Eng. Dept., Helwan Univ., Cairo, Egypt
fYear :
2014
fDate :
13-16 May 2014
Firstpage :
120
Lastpage :
126
Abstract :
An efficient methodology for the tuning of proportional-integral controllers´ gains for the generator-side converter of a wind turbine driven permanent magnet synchronous generator using a self-adaptive global best harmony search algorithm is proposed. Performance of the generator with the optimized controller parameters obtained using the proposed algorithm is compared with the parameters obtained using the Ziegler-Nichols technique, bees colony, and simulated annealing algorithms. Studies demonstrate that the performance of the system with the optimized controller parameters permits an improvement of the converter capability.
Keywords :
PI control; heuristic programming; optimisation; permanent magnet generators; power convertors; power generation control; search problems; self-adjusting systems; synchronous generators; wind turbines; PI-controller tuning; controller parameter optimization; generator side converter; heuristic optimization algorithm; permanent magnet synchronous generator; self-adaptive global best harmony search algorithm; wind turbine driven PMSG; Algorithm design and analysis; Generators; Heuristic algorithms; Optimization; Transfer functions; Vectors; Wind turbines; Harmony Search Algorithm; PI-Controllers; Permanent Magnet Synchronous Generator; Power Converter; Renewable Wind Energy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Conference (ENERGYCON), 2014 IEEE International
Conference_Location :
Cavtat
Type :
conf
DOI :
10.1109/ENERGYCON.2014.6850416
Filename :
6850416
Link To Document :
بازگشت