Title :
ANN based multiple power system stabilizers adaptive and coordinated control
Author :
Dong-jie, Xu ; Ren-mu, He ; Tao, Xu
Author_Institution :
North China Electr. Power Univ., Beijing, China
Abstract :
Application of artificial neural network (ANN) in the design of an adaptive power system stabilizer is presented in this paper. ANN and Prony analysis were used to track the dynamic characteristics of the generator and the power systems, then the controller is designed. Test results show that the proposed ANN PSS can perform well over a wide range of operating conditions and provide better dynamic performance than a fix parameter conventional PSS (CPSS).
Keywords :
adaptive control; damping; neurocontrollers; oscillations; power system control; power system stability; ANN; ANN PSS; Prony analysis; adaptive control; adaptive power system stabilizer; artificial neural network; controller; coordinated control; damping; generator dynamic characteristics tracking; low frequency oscillations; multiple power system stabilizers; Adaptive control; Adaptive systems; Artificial neural networks; Character generation; Control systems; Power system analysis computing; Power system control; Power system dynamics; Power systems; Programmable control;
Conference_Titel :
Power System Technology, 2002. Proceedings. PowerCon 2002. International Conference on
Print_ISBN :
0-7803-7459-2
DOI :
10.1109/ICPST.2002.1053566
