Title :
Application of immune algorithm to optimal switching operation for distribution-loss minimisation and loading balance
Author :
Lin, C.H. ; Chen, C.S. ; Wu, C.J. ; Kang, M.S.
Author_Institution :
Dept. of Electr. Eng., Nat. Kaohsiung Univ. of Appl. Sci., Taiwan
fDate :
3/1/2003 12:00:00 AM
Abstract :
The application of an immune algorithm for the optimal switching search problem to achieve loss minimisation and loading balance among feeders and main transformers is presented. This algorithm prevents the possibility of stagnation in the iteration process and achieves fast convergence for global optimisation. The efficiency of the immune algorithm to solve the problem is verified by comparing the computing time of the conventional binary integer programming for decision making of the switching operation. An interactive best-compromise method is also applied to solve the multiobjective distribution-feeder reconfiguration. Quantitative measures can be supplied to aid the decision-making process. A Taipower distribution system with 18 feeders is selected for computer simulation to demonstrate the effectiveness of the proposed methodology for solving the optimal-switching operation of distribution systems to minimise the power loss and simultaneously enhance the loading balance.
Keywords :
control system analysis computing; control system synthesis; integer programming; iterative methods; optimal control; power distribution control; power system analysis computing; search problems; switching; Taipower; binary integer programming; computer simulation; convergence; distribution-loss minimisation; feeders; global optimisation; immune algorithm; interactive best-compromise method; iteration process; loading balance; main transformers; optimal switching; switching operation decision making;
Journal_Title :
Generation, Transmission and Distribution, IEE Proceedings-
DOI :
10.1049/ip-gtd:20030126