Peak load forecasting using Bayesian regularization, Resilient and adaptive backpropagation learning based artificial neural networks
DOI: 10.1016/J.EPSR.2007.11.003
关键词:
摘要: … The sliding window concept has been incorporated for selection of training data set. It was then reduced as per relevant selection according to the day type and season for which …
elsevier.com
sci-hub.se 参考文章(32)
Tao Xiong, V. Cherkassky, A combined SVM and LDA approach for classification international joint conference on neural network. ,vol. 3, pp. 1455- 1459 ,(2005) , 10.1109/IJCNN.2005.1556089
Harry Horace Harman, Modern factor analysis ,(1960)
Tawfiq Al-Saba, Ibrahim El-Amin, Artificial Neural Networks as Applied to Long-Term Demand Forecasting Artificial Intelligence in Engineering. ,vol. 13, pp. 189- 197 ,(1999) , 10.1016/S0954-1810(98)00018-1
A.M. Al-Kandari, S.A. Soliman, M.E. El-Hawary, Fuzzy short-term electric load forecasting International Journal of Electrical Power & Energy Systems. ,vol. 26, pp. 111- 122 ,(2004) , 10.1016/S0142-0615(03)00069-3
Mohammad Tamimi, Robert Egbert, Short term electric load forecasting via fuzzy neural collaboration Electric Power Systems Research. ,vol. 56, pp. 243- 248 ,(2000) , 10.1016/S0378-7796(00)00123-1
Henry F. Kaiser, The varimax criterion for analytic rotation in factor analysis Psychometrika. ,vol. 23, pp. 187- 200 ,(1958) , 10.1007/BF02289233
D. Nguyen, B. Widrow, Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights 1990 IJCNN International Joint Conference on Neural Networks. ,vol. 1990, pp. 21- 26 ,(1990) , 10.1109/IJCNN.1990.137819
T. P. Vogl, J. K. Mangis, A. K. Rigler, W. T. Zink, D. L. Alkon, Accelerating the convergence of the back-propagation method Biological Cybernetics. ,vol. 59, pp. 257- 263 ,(1988) , 10.1007/BF00332914
A.A. El-Keib, X. Ma, H. Ma, Advancement of statistical based modeling techniques for short-term load forecasting Electric Power Systems Research. ,vol. 35, pp. 51- 58 ,(1995) , 10.1016/0378-7796(95)00987-6
Huang-Chu Huang, Rey-Chue Hwang, Jer-Guang Hsieh, A new artificial intelligent peak power load forecaster based on non-fixed neural networks International Journal of Electrical Power & Energy Systems. ,vol. 24, pp. 245- 250 ,(2002) , 10.1016/S0142-0615(01)00026-6