Blind source separation for improved load forecasting in the power system

Proceedings of the 2005 European Conference on Circuit Theory and Design

Volumn 3, Issue , 2005, Pages 61-64

  Siwek, Krzysztof ^a   Osowski, Stanisław ^a,b   Szupiluk, Ryszard ^c,d   Wojewnik, Piotr ^d   Za̧bkowski, Tomasz ^d  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

^b MILITARY UNIVERSITY OF TECHNOLOGY   (Poland)

^c WARSAW SCHOOL OF ECONOMICS   (Poland)

^d Polska Telefonia Cyfrowa Sp z oo   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC LOAD FORECASTING; ELECTRIC POWER SYSTEMS; EXPERT SYSTEMS; NEURAL NETWORKS;

NEURAL FORECASTING; POWER FORECASTING;

BLIND SOURCE SEPARATION;

EID: 33749014159     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ECCTD.2005.1523060     Document Type: Conference Paper

References (8)

1. S. Haykin, "Neural networks, a comprehensive foundation", Macmillan, 2002, N. Y.
2. A. Bakirtzis, V. Petridis, S. Klartzis, M. Alexiadis, "A neural network short term load forecasting model", IEEE Tran. Power System, vol. 11, 1996
3. S. Osowski, K. Siwek, "The self-organizing neural network approach to load forecasting in power system", IJCNN, Washington, 2000
4. S. Osowski, K. Siwek, "Regularization of neural networks for load forecasting in power system", IEE Proc. GTD, vol. 149, 2002, pp. 340-345
5. M. Cottrell, B. Girard, Y. Girard, C. Muller, P. Rousset, "Daily electrical power curve: classification and forecasting using a Kohonen map", IWANN, Malaga, 1995, pp. 1107-1113
6. A. Belouchrani, K. Abed-Meraim, J.F. Cardoso and E. Moulines, "A BSS technique using SOS", IEEE Trans. SP, vol. 45, pp. 434-444, 1997
7. A. Cichocki, S. Amari, K. Siwek, T. Tanaka et al., ICALAB, www.bsp.brain.riken.jp/ICALAB.
8. A. Cichocki, S. I. Amari, "Adaptive blind signal and image processing", Wiley, 2003