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