DocumentCode
693181
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
Volume
03
fYear
2013
fDate
14-17 July 2013
Firstpage
1103
Lastpage
1108
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);
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location
Tianjin
Type
conf
DOI
10.1109/ICMLC.2013.6890757
Filename
6890757
Link To Document