Title :
Unit commitment using Tabu search with restricted neighborhood
Author :
Mori, Hiroyuki ; Usami, Takayuki
Author_Institution :
Dept. of Electr. Eng., Meiji Univ., Kawasaki, Japan
Abstract :
This paper proposes a Tabu search based method for power system unit commitment. Tabu search is an efficient combinational optimization method. In this paper, the restricted neighborhood of the solution search is investigated to improve its performance. The proposed method is applied to a unit commitment problem. Finally, a comparison is made between the proposed method and simulated annealing
Keywords :
combinatorial mathematics; control system synthesis; load dispatching; load distribution; optimal control; optimisation; power system control; search problems; Tabu search method; combinational optimization method; optimal control design; performance; power system unit commitment; solution search neighbourhood; Artificial neural networks; Cost function; Dynamic programming; Expert systems; Input variables; Lagrangian functions; Optimization methods; Power system security; Power system simulation; Simulated annealing;
Conference_Titel :
Intelligent Systems Applications to Power Systems, 1996. Proceedings, ISAP '96., International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-3115-X
DOI :
10.1109/ISAP.1996.501110
