DocumentCode :
2449972
Title :
A hybrid algorithm for optimal power flow using the chaos optimization and the linear interior point algorithm
Author :
Shengsong, Liu ; Zhijian, Hou ; Min, Wang
Author_Institution :
Dept. of Electr. Power Eng., Shanghai Jiao Tong Univ., China
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
793
Abstract :
In this paper, a novel hybrid optimization algorithm, which combines a chaos optimization algorithm (COA) and a linear interior point method, is proposed for solving the optimal power flow (OPF) problem. The hybrid algorithm is structured with two stages. The first stage uses the chaos optimization algorithm, while the linear primal-dual interior point method with the predictor-corrector is employed in the second stage. The hybrid algorithm involves two level of optimization, namely global search by the COA and local search by the linear interior point method, which cooperates in a global process of optimization. It can provide more robust convergence on the OPF problem than either, algorithm alone. IEEE 14, 30 and 57 bus test systems are run. Numerical results illustrate the feasibility and potential of the proposed hybrid algorithm.
Keywords :
chaos; control system analysis computing; control system synthesis; load flow control; optimal control; power system analysis computing; power system control; chaos optimization algorithm; computer simulation; hybrid optimization algorithm; linear interior point method; linear primal-dual interior point method; optimal power flow; predictor-corrector method; Chaos; Control systems; Linear programming; Load flow; Optimization methods; Power system control; Power systems; Quadratic programming; Stochastic processes; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power System Technology, 2002. Proceedings. PowerCon 2002. International Conference on
Print_ISBN :
0-7803-7459-2
Type :
conf
DOI :
10.1109/ICPST.2002.1047508
Filename :
1047508
Link To Document :
بازگشت