Title :
Optimizing control of Wind Energy Conversion System using Particale Swarm Optimization
Author :
Deab, M.A. ; Bendary, Fahmy Metwally Ahmed ; Said, E.M. ; Hassan, M. A. Moustafa
Author_Institution :
Elec. Power Syst. Dept., Banha Univ. (Shoubra), Cairo, Egypt
Abstract :
This Paper presents a model of Wind Energy Conversion System (WECS) using Permanent Magnet Synchronous Generator (PMSG). This system is a grid connected system and contains two power converters and capacitor bank. This system is controlled by PI control for controlling the Voltage Source Inverter (VSI). Particle Swarm Optimization (PSO) code is used to calculate the parameters of the controller to minimize the over shoot and settling time of the output power waveform. The model of the system is built by Power SIMulator program (PSIM) and the PSO code is written in MATLAB program. The PSIM program has function to connect the two programs together. Finally the obtained results are presented and discussed.
Keywords :
PI control; particle swarm optimisation; permanent magnet motors; power convertors; power engineering computing; power generation control; power grids; synchronous generators; wind power; MATLAB program; PI control; PMSG; PSIM; PSO code; VSI; WECS; capacitor bank; grid connected system; particle swarm optimization; permanent magnet synchronous generator; power converter; power simulator program; power waveform; voltage source inverter; wind energy conversion system; Control systems; Generators; Mathematical model; Voltage control; Wind energy; Wind speed; Wind turbines; Grid connected; Optimization; PI control; PSIM; PSO; WECS;
Conference_Titel :
Control, Decision and Information Technologies (CoDIT), 2013 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4673-5547-6
DOI :
10.1109/CoDIT.2013.6689545
