Title :
Hybrid expert system and simulated annealing approach to optimal reactive power planning
Author :
Jwo, W.-S. ; Liu, C.W. ; Liu, C.-C. ; Hsiao, Y.-T.
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
7/1/1995 12:00:00 AM
Abstract :
The reactive power source planning problem has a significant influence on secure and economic operation in electric power systems. To achieve both goals, system maximum security and minimum cost in operation, reactive power planning is posed as a multiobjective optimisation problem in terms of mathematical language. In the paper, the authors present an effective algorithm based on hybrid expert system simulated annealing (ESSA) to circumvent the complicated planning problem. A more practical problem formulation with multiobjectives and constraints is presented. Then, ESSA is introduced to search the global optimal solution considering both quality and speed at the same time. Simulation cases are used to evaluate the proposed algorithm
Keywords :
control system CAD; control system analysis; expert systems; optimal control; power engineering computing; power system control; power system planning; reactive power control; simulated annealing; algorithm; constraints; control CAD; cost; expert system; multiobjectives; optimal reactive power planning; power systems; security; simulated annealing; simulation;
Journal_Title :
Generation, Transmission and Distribution, IEE Proceedings-
DOI :
10.1049/ip-gtd:19951958