DocumentCode
1669698
Title
A multi-objective optimization method for power system reactive power dispatch
Author
Zhang, Congyu ; Chen, Minyou ; Luo, Ciyong
Author_Institution
State Key Lab. of Power Transm. Equip. & Syst. Security & New Technol., Chongqing Univ., Chongqing, China
fYear
2010
Firstpage
6
Lastpage
10
Abstract
Considering the active power loss and voltage deviation, a Multi-objective Particle Swarm Optimization Algorithm (MOPSO) is presented for power system reactive power dispatch. MOPSO incorporates non-dominated sorting, crowding distance and a special mutation operation into particle swarm optimization to enhance the exploratory capability of the algorithm and improve the diversity of the Pareto solutions. Four benchmark test functions ZDT1~ZDT4 were used to test the performance of the proposed algorithm. Performance comparison between MOPSO and other typical algorithms has been conducted. The simulation results of the standard IEEE-30-bus power system indicated that MOPSO is a good choice of power system reactive power optimization. The results show that MOPSO can provide the clear relation between active power loss and voltage deviation, and it is able to offer diverse solutions for different conditions. The stability of MOPSO has been confirmed through superposing many solutions together.
Keywords
Pareto optimisation; particle swarm optimisation; reactive power control; MOPSO; Pareto solutions; active power loss; multi-objective optimization; multi-objective particle swarm optimization algorithm; power system reactive power dispatch; voltage deviation; Heuristic algorithms; Optimization; Particle swarm optimization; Reactive power; Sorting; Voltage control; crowding distance; multi-objective optimization; non-dominated sorting; reactive power optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5553760
Filename
5553760
Link To Document