Title :
Approach to Control of the Output Voltage in Renewable Energy Sources on the Basis of AE-method Using Genetic Algorithm
Author :
Ten, Viktor ; Isembergenov, N. ; Akhmetbekov, Y. ; Sarbassov, Dastan ; Iglikov, A. ; Matkarimov, B.
Author_Institution :
Center for Energy Res., Nazarbayev Univ., Astana, Kazakhstan
Abstract :
Problem statement for a renewable power system test site located at Nazarbayev University is formulated with consideration of a presence of uncertain disturbances from consumer grid side. Proposed controller is based on the method of additional equilibria. For adjusting of parameters of controller and control plant the genetic algorithm is proposed. Results of MATLAB simulation of designed control system are presented.
Keywords :
genetic algorithms; power generation control; power grids; renewable energy sources; voltage control; AE-method; MATLAB simulation; University; consumer grid side; control plant; designed control system; genetic algorithm; output voltage control; renewable energy sources; renewable power system test site; Control systems; Genetic algorithms; MATLAB; Mathematical model; Power system stability; Voltage control; Additional Equilibria; Control Systems; Genetic Algorithm; Renewable Energy Sources;
Conference_Titel :
Machine Learning and Applications (ICMLA), 2012 11th International Conference on
Conference_Location :
Boca Raton, FL
Print_ISBN :
978-1-4673-4651-1
DOI :
10.1109/ICMLA.2012.168
