References
- Afkhami-Rohani, K. R. and Maratukulam, D. (1998). ANNSTLF—Artificial neural network short-term load forecaster—Generation three, IEEE Transactions on Power Systems 13(4): 1413-1422.
- Belouchrani, A., Abed-Meraim, K., Cardoso, J. and Moulines, E. (1997). A BSS technique using SOS, IEEE Transactions on Signal Processing 45(2): 434-444.
- Choi, S., Cichocki, A. and Belouchrani, A. (2002). Second order nonstationary source separation, Journal of VLSI Signal Processing 32(1-2): 93-104.
- Cichocki, A. and Amari, S. I. (2003). Adaptive Blind Signal and Image Processing, Wiley, New York, NY.
- Cichocki, A., Amari, S., Siwek, K. and Tanaka, T. (2009). ICALAB Toolboxes, RIKEN, Tokyo, Available at: http://www.bsp.brain.riken.jp/ICALAB. http://www.bsp.brain.riken.jp/ICALAB
- Cottrell, M., Girard, B., Girard, Y., Muller, C. and Rousset, P. (1995). Daily electrical power curve: Classification and forecasting using a Kohonen map, Proceedings of the International Workshop on Artificial Neutral Networks, IWANN, Malaga, Spain, pp. 1107-1113.
- Diamantras, K. and Kung, S. Y. (1996). Principal Component Neural Networks, Wiley, New York, NY.
- Drezga, I. and Rahman, S. (1998). Input variable selection for ANN-based short-term load forecasting, IEEE Transactions on Power Systems 13(4): 1238-1244.
- Fidalgo, J. N. and Pecas Lopez, J. (2005). Load forecasting performance enhancement when facing anomalous events, IEEE Transations on Power Systems 20(2): 408-415.
- Golub, G. and Van Loan, C. (1991). Matrix Computations, Academic Press, New York, NY.
- Gonzalez-Romera, E., Jaramillo-Moran, M. A. and Carmona- Fernandez, D. (2006). Monthly electric energy demand forecasting based on trend extraction, IEEE Transations on Power Systems 21(4): 1946-1953.
- Guyon, I. and Elisseeff, A. (2003). An introduction to variable and feature selection, Journal of Machine Learning Research 3(3): 1158-1182.
- Haykin, S. (2002). Neural Networks. A Comprehensive Foundation, Macmillan, New York, NY.
- Hippert, H. S., Pedreira, C. E. and Souza, R. C. (2001). Neural networks for short-term load forecasting: A review and evaluation, IEEE Transations on Power Systems 16(1): 44-55.
- Kandil, N., Wamkeue, R., Saad, M. and Georges, S. (2006). An efficient approach for short term load forecasting using artificial neural networks, Electrical Power and Energy Systems 28(4): 525-530.
- Kiartzis, S. J., Zoumas, C. E., Theocharis, J., Bakirtzis, A. G. and Petridis, V. (1997). Short-term load forecasting in an autonomous power system using artificial neural networks, IEEE Transations on Power Systems 12(4): 1591-1596.
- Kuntcheva, L. (2004). Combining Pattern Classifiers—Methods and Algorithms, Wiley, New York, NY.
- Lendasse, A., Cottrell, M., Wertz, V. and Verleysen, M. (2002). Prediction of electric load using kohonen maps—Application to the Polish electricity consumption, Proceedings of the American Control Conference, Anchorage, AK, USA, Vol. 28, pp. 3684-3688.
- Ljung, L. (1999). System Identification—Theory for the User, PTR Prentice Hall, Upper Saddle River, NJ.
- Mandal, P., Senjyu, T., Urasaki, N. and Funabashi, T. (2006). A neural network based several hours ahead electric load forecasting using similar days approach, Electrical Power and Energy Systems 28(3): 367-373.
- Nikias, L. and Petropulu, A. P. (1993). Higher-Order Spectral Analysis—A Nonlinear Signal Processing Framework, Prentice Hall, Upper Saddle River, NJ.
- Osowski, S. (2006). Neural Networks for Information Processing, Warsaw University of Technology Press, Warsaw, (in Polish).
- Osowski, S. and Siwek, K. (1999). The self-organizing neural network approach to load forecasting in power system, Proceedings of the International Joint Conference on Neural Networks, Washington, DC, USA, Vol. 28, pp. 1345-1348.
- Osowski, S. and Siwek, K. (2002). Regularization of neural networks for load forecasting in power system, IEE Proceedings GTD 149(3): 340-345.
- Sorjamaa, A., Hao, J., Reyhani, N., Li, Y. and Lendasse, A. (2007). Methodology for long-term prediction of time series, Neurocomputing 70(16-18): 2861-2869.
- Yalcinoz, T. and Eminoglu, U. (2005). Short term and medium term power distribution load forecasting by neural networks, Energy Conversion and Management 46(8): 1393-1405.