DocumentCode
328267
Title
A practical method based on structural neural networks to optimize power system operation
Author
Sakurai, Kyoko ; Nishimura, Kosuke ; Hayashi, Hideki
Author_Institution
Res. & Dev. Center, Toshiba Corp., Kawasaki, Japan
Volume
1
fYear
1993
fDate
25-29 Oct. 1993
Firstpage
451
Abstract
This paper proposes a new method to optimize the operation of a power transmission system, based on a structured neural network. Because the structured neural network is built by prewiring, the time to build the network is very short. Simulations of transmission loss reduction have been carried out. It has been shown that the optimization performance of the proposed method is satisfactory in practice.
Keywords
neural nets; optimisation; power system planning; power transmission; power system operation optimization; power transmission system; prewiring; structural neural networks; transmission loss reduction; Computer networks; Large-scale systems; Neural networks; Optimization methods; Power generation; Power system stability; Power systems; Power transmission; Propagation losses; Software engineering;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN
0-7803-1421-2
Type
conf
DOI
10.1109/IJCNN.1993.713952
Filename
713952
Link To Document