Title :
Control of harmonic voltage distortion with parallel simulated annealing
Author :
Mori, Hiroyuki ; Takeda, Koichi
Author_Institution :
Dept. of Electr. Eng., Meiji Univ., Kawasaki, Japan
Abstract :
This paper proposes a method for controlling the voltage total harmonic distortion (THD) with a parallel simulated annealing technique. The nonlinear relationship between voltage harmonics and the voltage THD is identified using the revised group method of data handling (RGMDH) based on the self-organization technique. The voltage THD is controlled by some feature variables to decrease harmonic distortion. A simulated annealing (SA) technique is applied to minimize the voltage distortion factor. SA is a stochastic optimization method based on a physical annealing phenomenon. In order to obtain better solutions, this paper proposes a parallel simulated annealing (PSA) technique. PSA is a useful method because of the multi-point search. The effectiveness of the proposed method is demonstrated with test data.
Keywords :
optimal control; power system computer control; power system harmonics; self-organising feature maps; simulated annealing; THD; harmonic voltage distortion; multi-point search; parallel simulated annealing; power system computer control; revised group method of data handling; self-organization technique; stochastic optimization method; voltage harmonics; Data handling; Electric variables control; Harmonic distortion; Optimization methods; Power system harmonics; Power system modeling; Simulated annealing; Stochastic processes; Total harmonic distortion; Voltage control;
Conference_Titel :
Neural Networks to Power Systems, 1993. ANNPS '93., Proceedings of the Second International Forum on Applications of
Conference_Location :
Yokohama, Japan
Print_ISBN :
0-7803-1217-1
DOI :
10.1109/ANN.1993.264328