| Title |
The Identification of Load Characteristic using Artificial Neural Network for Load Modeling |
| Authors |
임재윤 ; 김태응 ; 이종필 ; 지평식 ; 남상천 ; 김정훈 |
| Abstract |
The modeling of load characteristics is a difficult problem because of uncertainty of load. This research uses artificial neural networks which can approximate nonlinear problem to represent load characteristics. After the selection of typical load, active and reactive power for the variation of voltage and frequency is obtained from experiments. We constructed and learned ANN based on these data for component load identification. The learned ANN identified load characteristics for other voltage and/or frequency variation. In addition, the results of component load identification are presented to demonstrate the potentiality of the proposed method. |