Title :
Loss-Minimized Distribution System Reconfiguration by Using Improved Multi-agent Based Particle Swarm Optimization
Author :
Yang, Hong-Tzer ; Tzeng, Yi-Te ; Tsai, Men-Shen
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
In a distribution system, the system loss caused by line resistance can be minimized by changing its network configuration. For minimizing system loss, reconfiguration of the network is performed by opening or closing switches in the distribution system to achieve different combinations of switching status. A stochastic optimization technique of particle swarm optimization (PSO) based on the multi-agent system (MAS) is introduced and improved in this paper to solve the distribution system reconfiguration problem. To further enhance the efficiency of the algorithm, the hashing scheme is proposed to eliminate the repeated power flow analyses. The proposed method is verified in a 33-bus test system and compared with current heuristic methods to demonstrate its effectiveness.
Keywords :
distribution networks; losses; multi-agent systems; particle swarm optimisation; power engineering computing; hashing scheme; line resistance; loss minimized distribution system reconfiguration; multiagent based particle swarm optimization; multiagent system; network configuration; power flow analysis; stochastic optimization technique; system loss; Computational modeling; Heuristic algorithms; Load flow analysis; Multiagent systems; Optimization methods; Particle swarm optimization; Power demand; Stochastic systems; Switches; System testing;
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2010 Asia-Pacific
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4812-8
Electronic_ISBN :
978-1-4244-4813-5
DOI :
10.1109/APPEEC.2010.5448157