AWNN-Assisted Wind Power Forecasting Using Feed-Forward Neural Network
作者： Kanna Bhaskar , S. N. Singh
DOI: 10.1109/TSTE.2011.2182215
关键词:
摘要: … , a wind power forecasting is carried out in two stages. In stage-I, a multiresolution analysis-based forecasting … network (AWNN) is developed for predicting wind speed up to 30 h ahead, …
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Shan Gao, Yu He, Hao Chen, Wind speed forecast for wind farms based on ARMA-ARCH model international conference on sustainable power generation and supply. pp. 1- 4 ,(2009) , 10.1109/SUPERGEN.2009.5348142
Rajesh G. Kavasseri, Krithika Seetharaman, Day-ahead wind speed forecasting using f-ARIMA models Renewable Energy. ,vol. 34, pp. 1388- 1393 ,(2009) , 10.1016/J.RENENE.2008.09.006
I. Daubechies, The wavelet transform, time-frequency localization and signal analysis IEEE Transactions on Information Theory. ,vol. 36, pp. 961- 1005 ,(1990) , 10.1109/18.57199
Alma Y. Alanis, Luis J. Ricalde, Edgar N. Sanchez, High Order Neural Networks for wind speed time series prediction international joint conference on neural network. pp. 2193- 2197 ,(2009) , 10.1109/IJCNN.2009.5178893
Zhou Songlin, Mao Meiqin, Liuchen chang, Forecasting of wind speed based on wavelet analysis and support vector machine international symposium on power electronics for distributed generation systems. pp. 864- 867 ,(2010) , 10.1109/PEDG.2010.5545899
G.N. Kariniotakis, G.S. Stavrakakis, E.F. Nogaret, Wind power forecasting using advanced neural networks models IEEE Transactions on Energy Conversion. ,vol. 11, pp. 762- 767 ,(1996) , 10.1109/60.556376
J. P. S. Catalao, H. M. I. Pousinho, V. M. F. Mendes, Hybrid Wavelet-PSO-ANFIS Approach for Short-Term Wind Power Forecasting in Portugal IEEE Transactions on Sustainable Energy. ,vol. 2, pp. 50- 59 ,(2011) , 10.1109/TSTE.2010.2076359
Hui Zhou, Jiangxiao Fang, Mei Huang, Numerical analysis of application GARCH to short-term wind power forecasting ieee international conference on power system technology. pp. 1- 6 ,(2010) , 10.1109/POWERCON.2010.5666519
N.M. Pindoriya, S.N. Singh, S.K. Singh, An Adaptive Wavelet Neural Network-Based Energy Price Forecasting in Electricity Markets IEEE Transactions on Power Systems. ,vol. 23, pp. 1423- 1432 ,(2008) , 10.1109/TPWRS.2008.922251
Jun Zhang, G.G. Walter, Y. Miao, Wan Ngai Wayne Lee, Wavelet neural networks for function learning IEEE Transactions on Signal Processing. ,vol. 43, pp. 1485- 1497 ,(1995) , 10.1109/78.388860