Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1996.07b
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- Pages.717-719
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- 1996
Identification of SMES by ANN and Stability Analysis Included SMES
신경회로망에 의한 SMES 표현과 안정도 해석
- Kang, Hyoung-Goo (Dept. of Electrical & Control Engineering, Hong-Ik University) ;
- Kim, Sung-Il (Dept. of Electrical & Control Engineering, Hong-Ik University) ;
- Lim, Jae-Yoon (Dept. of Electrical Engineering, Chung-Nam Junior College) ;
- Kim, Jung-Hoon (Dept. of Electrical & Control Engineering, Hong-Ik University)
- Published : 1996.07.22
Abstract
An artificial neural network(ANN) modeling is presented using the Input-output power characteristics of SMES. When using the ANN which functions as a model-free system, network construction and determination of learning parameters are carefully chosen to represent the complicated nonlinear input-output relation from the black-boxed SMES system. The proposed ANN-based SMES model is applied to analyse the power system stability and the simulation results provide the property of this approach.
Keywords