Data mining techniques for very short term prediction of wind power

2010 IREP Symposium - Bulk Power System Dynamics and Control - VIII, IREP2010

Volumn , Issue , 2010, Pages

  Vargas, Luis ^a   Paredes, Gonzalo ^a   Bustos, Gonzalo ^a  

^a UNIVERSITY OF CHILE   (Chile)

Author keywords

Data mining; Wind power forecasting

Indexed keywords

DATA MINING TECHNIQUES; MULTIVARIATE TIME SERIES; PHENOMENOLOGICAL MODELS; SHORT TERM PREDICTION; TIME DELAY NEURAL NETWORKS; TIME FRAME; WIND FARM; WIND POWER FORECASTING;

DATA MINING; DELAY CONTROL SYSTEMS; ELECTRIC UTILITIES; NEURAL NETWORKS; SYSTEM THEORY; TIME SERIES; WIND POWER;

ELECTRIC LOAD FORECASTING;

EID: 77958045687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IREP.2010.5563273     Document Type: Conference Paper

References (15)

1. T. Ackermann, Wind power in power systems. John Wiley & Sons, Ltd., 2005. Frede Blaabjerg, Zhe Chen, Power Electronics for Modern Wind Turbines, Morgan & Claypool, 2006.
2. M. Negnevitsky and P. Johnson, "Very Short Term Wind Power Prediction: A Data Mining Approach", IEEE PES Meeting, 2008.
3. G. N. Bathurst, J. Weatherill, and G. Strbac, "Trading wind generation in short term energy markets," IEEE Transactions on Power Systems, vol. 17, pp. 782-789, 2002.
4. P. Sorensen, N. A. Cutululis, A. Vigueras- Rodriguez, L. E. Jensen, J. Hjerrild, M. H. Donovan, and H. Madsen, "Power Fluctuations From LargeWind Farms", IEEE Transactions on Power Systems, vol. 22, pp. 958-965, 2007.
5. Potter, C. and Negnevitsky, M., "Very Short-Term Wind Forecasting for Tasmanian Power Generation", IEEE Transactions on Power Systems, Vol. 21, No. 2, May 2006, pp. 965-972.
6. Y-K Wu and J-S Hong, "A literature review of wind forecasting technology in the world," in Proc. IEEE Power Tech., pp. 504-509, 2007.
7. H. S. Hippert, C. E. Pedreira, and R. C. Souza, "Neural networks for short-term load forecasting: A review and evaluation," IEEE Trans. On Power Syst., vol. 16, no. 1, pp. 44-55, Feb. 2001.
8. H. Mori and N. Kosemura, "A data mining method for short-term load forecasting in power systems," Electrical Engineering in Japan, vol. 139, no. 2, pp. 234-241, 2002.
9. S. Santoso, M. Negnevitsky, and N. Hatziargyriou, "Applications of data mining and analysis techniques in wind power systems," in Proc. IEEE Power Syst. Conference and Exposition, pp. 57-59, Atlanta, USA, 2006.
10. Rafal Weron, "Modeling and forecasting electricity loads and prices. A stadistical Approach" Chapter 3, 2006.
11. Michael Negnevitsky, Paras Mandal and Anurag K. "An Overview of Forecasting Problems and Techniques in Power Systems" IEEE 2009.
12. S. Heier, Grid Integration of Wind Energy Conversion System, Second Edition, John Wiley & Sons, Ltd, Chichester, UK, 2006.
13. T. Ackermann, Wind Power in Power System, John Wiley & Sons, Ltd., 2005, pp. 525-554.
14. P. Kundur, Power System Stability and Control, New York: McGraw-Hill, 1994, pp. 279-305.
15. P. C. Krause, O. Wasynczuk and S. D. Sudhoff, Analysis of Electric Machinary and Drive Systems, Second Edition, IEEE Press, 2002.