Next day load forecasting using SVM

Lecture Notes in Computer Science

Volumn 3498, Issue III, 2005, Pages 634-639

  Li, Xunming ^a   Gong, Dengcai ^a   Li, Linfeng ^a   Sun, Changyin ^a  

^a HOHAI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SOFTWARE; ELECTRIC LOADS; ERROR ANALYSIS; VECTORS;

LOAD FORECASTING; POWER SYSTEMS; SUPPORT VECTOR MACHINES (SVM);

NEURAL NETWORKS;

EID: 24944514877     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427469_101     Document Type: Conference Paper

References (10)

1. Papalexopoulos, A.D., Hesterberg, T.C.: A Regression-based Approach to Short-Term Load Forecasting. IEEE Trans. Power Syst, 5 (1990) 1535-1550
2. Haida, T., Muto, S.: Regression Based Peak Load Forecasting Using a Transformation Technique. IEEE Trans. Power Syst., 9 (1994) 1788-1794
3. Rahman, S., Hazim, O.,: A Generalized Knowledge-based Short Term Load-forecasting Technique. IEEE Trans. Power Syst, 8 (1993) 508-514
4. Wu, H., Lu, C.: A Data Mining Approach for Special Modeling in Small Area Load Forecast. IEEE Trans. Power Syst, 17 (2003) 516-521
5. Vapnik, V.N., Golowich, S.E., Smola, A.J.: Support Vector Machine for Function Approximation, Regression Estimation and Signal Procession. Adv. Neural Information Procession Syst, 9 (1996) 281-287
6. Zhao, D.F., Wang, M.: A Support Vector Machine Approach for Short Term Load Forecasting. Proceedings of the CSEE, 17 (2002) 26-30
7. Yang, J.F, Cheng, H.Z.: Application of SVM to Power System Short Term Load Forecasting. Electric Power Automation Equipment, 24 (2004) 30-32
8. Li, Y.C, Fang, T.J., Zhang, G.X.: Wavelet Support Vector Machine for Short-term Load Forecasting. Journal of University of Science and Technology of China, 3 (2003) 726-732.
9. Cheng, S.: A New Approach to Load Forecasting Based on Similar Day. Proceeding of Jiangsu Electrical Engineering Association, 18 (1999) 28-32
10. Zhang, H.R., Han, Z.Z.: An Improved Sequential Minimal Optimization Learning Algorithm for Regression Support Vector Machine. Journal of Software, 14 (2003) 2006-2013.