Title :
Hybrid control system for automatic voltage regulator in smart grid
Author :
Ting-Chia Ou ; Ta-Peng Tsao ; Chih-Ming Hong ; Chiung-Hsing Chen
Author_Institution :
Inst. of Nucl. Energy Res., Taoyuan, Taiwan
Abstract :
This paper presents a hybrid algorithm for an automatic voltage regulator (AVR), and particularly to using a fuzzy sliding mode control and a radial basis function network (RBFN) as driving control of a power system stabilizer (PSS) to control the output power. Through hybrid control of the two modes, optimum stable operation of a power generation system is achieved by on line learning of a recurrent radial basis function network (RRBFN).
Keywords :
fuzzy control; power control; power system stability; radial basis function networks; smart power grids; variable structure systems; voltage control; AVR; PSS; RRBFN; automatic voltage regulator; driving control; fuzzy sliding mode control; hybrid algorithm; hybrid control; power generation system; power system stabilizer; recurrent radial basis function network; smart grid; Abstracts; Niobium; Fuzzy sliding mode; Radial basis function network (RBFN); Recurrent radial basis function network (RRBFN);
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location :
Tianjin
DOI :
10.1109/ICMLC.2013.6890757
