Title :
The harmonics analysis of power system based on Artificial Neural Network
Author :
Wu, Xihong ; He, Wei ; Zhang, Zhanlong ; Deng, Jun ; Li, Bing
Author_Institution :
State Key Lab. of Power Transm. Equipmet & Syst. Security & New Technol., Chongqing Univ., Chongqing
Abstract :
With the progress of industry, power electronic equipment is widely used in power system, it has produced serious harmonic pollution. It goes without saying that harmonic analysis is a very important subject in power system. We use artificial neural network (ANN) as a tool for power signal harmonic analysis, build an appropriate network and train the network with training samples. The simulation results prove the effectiveness and the feasibility of the approach for harmonic analysis based on artificial neural network.
Keywords :
learning (artificial intelligence); power system harmonics; artificial neural network; power electronic equipment; power signal harmonic analysis; power systems; Analytical models; Artificial neural networks; Electronics industry; Environmentally friendly manufacturing techniques; Harmonic analysis; Industrial pollution; Power electronics; Power system analysis computing; Power system harmonics; Power system simulation;
Conference_Titel :
Automation Congress, 2008. WAC 2008. World
Conference_Location :
Hawaii, HI
Print_ISBN :
978-1-889335-38-4
Electronic_ISBN :
978-1-889335-37-7
