Title :
An efficient algorithm for network reconfiguration in large scale distribution systems
Author :
Jeon, Young-Jae ; Kim, Jae-Chul
Author_Institution :
Dept. of Electr. Eng., Soongsil Univ., Seoul, South Korea
Abstract :
This paper presents an efficient algorithm for loss reduction of distribution system by automatic sectionalizing switch operation in large scale distribution systems. Simulated annealing can avoid escape from local minima by accepting improvements in cost, but the use of this algorithm is also responsible for an excessive computation time requirement. To overcome this major limitation of simulated annealing, we may use modified simulated annealing. All constraints are divided into two constraint groups by using a perturbation mechanism and penalty factor, so all trail solutions are feasible. The polynomial-time cooling schedule is used which is based on the statistics calculation during the search. This approach results in saving CPU time. Numerical examples demonstrate the validity and effectiveness of the proposed methodology using KEPCO´s distribution systems
Keywords :
minimisation; polynomials; power distribution planning; power system analysis computing; simulated annealing; CPU time; automatic sectionalizing switch operation; computation time requirement; computer simulation; constraint groups; large-scale distribution network reconfiguration algorithm; loss reduction; modified simulated annealing; penalty factor; perturbation mechanism; polynomial-time cooling schedule; statistics calculation; trail solutions; Computational modeling; Constraint optimization; Cooling; Intelligent networks; Land surface temperature; Large-scale systems; Simulated annealing; Solids; Stationary state; Switches;
Conference_Titel :
Power Engineering Society Summer Meeting, 1999. IEEE
Conference_Location :
Edmonton, Alta.
Print_ISBN :
0-7803-5569-5
DOI :
10.1109/PESS.1999.784353