Title :
An Analysis Method for Power System Transient Signal Based on Improved Prony Algorithm and PSO Algorithm
Author :
Xuanfang Yang ; Jialin Wang
Author_Institution :
Coll. of Electron. Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
An analysis method for power system transient signal is proposed in this paper to improve the analysis precision for the transient signal including harmonic, inter-harmonic and decaying DC component. First of all, the multiple wavelet method is adopted to cut down the noise, and the differential algorithm is used to wipe off the decaying DC component whereas to magnify high frequency components. Then the amount of frequency components of the signal and its parameters values are estimated by improved Prony algorithm. Finally, the electric power parameter optimization model is set up based on these estimate, and the PSO algorithm is used to solve the model. The Mat lab simulation results demonstrated that the algorithm achieved high accuracy and rapid convergence.
Keywords :
power system simulation; power system transients; wavelet transforms; DC component; Matlab simulation; PSO algorithm; differential algorithm; multiple wavelet method; power parameter optimization model; power system transient signal; prony algorithm; Algorithm design and analysis; Harmonic analysis; Mathematical model; Optimization; Power systems; Transient analysis; PSO algorithm; Prony algorithm; differential algorithm; power system; transient signal;
Conference_Titel :
Information Technology and Applications (ITA), 2013 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-2876-7
DOI :
10.1109/ITA.2013.55