Artificial neural network based dynamic load modeling
作者： T. Hiyama , M. Tokieda , W. Hubbi , H. Andou
DOI: 10.1109/59.627861
关键词:
摘要: The aim of this research is to investigate the use artificial neural networks (ANN) with feedback loops for modeling power system dynamic loads using field data. In addition demand before transient, only phase voltages are assumed available at recall stage. It found that load dynamics can be identified ANN developed season and location being emulated. frequency response tested also obtained achieved model.
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sci-hub.se 参考文章(17)
He Ren-Mu, A.J. Germond, Comparison of dynamic load modeling using neural network and traditional method international forum on applications of neural networks to power systems. pp. 253- 258 ,(1993) , 10.1109/ANN.1993.264338
S. A. Y. Sabir, D. C. Lee, Dynamic Load Models Derived from Data Acquired During System Transients IEEE Power & Energy Magazine. ,vol. 101, pp. 3365- 3372 ,(1982) , 10.1109/MPER.1982.5519497
T. Ohyama, A. Watanabe, K. Nishimura, S. Tsuruta, Voltage Dependence Of Composite Loads In Power Systems IEEE Power & Energy Magazine. ,vol. 11, pp. 3064- 3073 ,(1985) , 10.1109/TPAS.1985.318814
I.A. Hiskens, J.V. Milanovic, Locating dynamic loads which significantly influence damping IEEE Transactions on Power Systems. ,vol. 12, pp. 255- 261 ,(1997) , 10.1109/59.574946
J.V. Milanovic, I.A. Hiskens, Effects of load dynamics on power system damping IEEE Transactions on Power Systems. ,vol. 10, pp. 1022- 1028 ,(1995) , 10.1109/59.387947
Wen-Shiow Kao, Chiang-Tsang Huang, Chiew-Yann Chiou, Dynamic load modeling in Taipower system stability studies IEEE Transactions on Power Systems. ,vol. 10, pp. 907- 914 ,(1995) , 10.1109/59.387933
E. Vaahedi, H.M.Z. El-Din, W.W. Price, Dynamic load modeling in large scale stability studies IEEE Transactions on Power Systems. ,vol. 3, pp. 1039- 1045 ,(1988) , 10.1109/59.14559
D.M. Gillard, K.E. Bollinger, Neural network identification of power system transfer functions power engineering society summer meeting. ,vol. 11, pp. 104- 110 ,(1996) , 10.1109/60.486583
G. Shackshaft, O.C. Symons, J.G. Hadwick, General-purpose model of power-system loads Proceedings of the Institution of Electrical Engineers. ,vol. 124, pp. 715- 723 ,(1977) , 10.1049/PIEE.1977.0153
Chao-Shun Chen, Tsung-Hsien Wu, Chung-Chieh Lee, Yenn-Minn Tzeng, The application of load models of electric appliances to distribution system analysis IEEE Transactions on Power Systems. ,vol. 10, pp. 1376- 1382 ,(1995) , 10.1109/59.466515