Application of self-organizing combination forecasting method in power load forecast

Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR '07

Volumn 2, Issue , 2007, Pages 613-617

  Sun, Wei ^a   Zhang, Xing ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Power load forecast; Self organizing combination forecasting; Self organizing data mining algorithm

Indexed keywords

ELECTRIC POWER PLANT LOADS; FORECASTING; NEURAL NETWORKS; PATTERN RECOGNITION; WAVELET ANALYSIS;

COMBINATION FORECASTING; COMBINATION FORECASTING MODELS; FORECASTING ABILITY; FORECASTING MODELS; LOAD FORECASTING; OPTIMAL COMBINATION; POWER LOAD; SELF-ORGANIZING DATA MINING;

DATA MINING;

EID: 45149118221     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICWAPR.2007.4420742     Document Type: Conference Paper

References (13)

1. Schmtlein K R, "Combining Forecasts: Operational Adjustments to Theoretically Optimal rules", Management Science, Vol. 36, No. 4, pp. 1044-1056, Mar. 1990.
2. Ji Pei-rong, Zhang Yu-weng, Zhao qing, "Application of Combination Forecast Method to Electric Load Forecasting for Power System", J of China Three Gorges Univ (Natural Sciences), Vol. 27, No. 8, pp. 398-400, May.2005.
3. Wang Ji-quan, Zhao Yu-lin, "Application of Combination Forecasting Method in Power Load Forecast", Electric Power Automation Equipment, Vol. 24, No. 3, pp. 92-94, Jun. 2004.
4. Li Lin-chuan, Lv Dong, Wu Wen-jie, "A Linear Combination Based Simplified Load Forecasting Method for Power System", Power System Technology, Vol. 26, No. 2, pp. 10-13, Dec. 2002.
5. Ma Yong-kai, Tang Xiao-wo, "Research on the Problem of Optimizing Linear Combination Forecasting Model", Systems Engineering Theory & Practice, Vol. 9, No. 11, pp. 110-123, Nov. 1998.
6. Xie Kai-gui, Li Chun-yan , Zhou Jia-qi, "Research of the Combination Forecasting Method for Load Based on Artificial Neural Network", Proceeding of the CSEE, Vol. 22, No. 4, pp. 85-89, Mar. 2002.
7. Zhao Hai-qing, "The Applicaton to Power Load Forecasting of ANN Optimizition Combinatorial Predication Model", Operations Research and Management Science, Vol. 14, No. 7, pp. 115-118, Oct. 2005.
8. Madala H R, Ivakhnenko A G, Inductive Leaning Algorithms for Complex System Modeling, CRC Press, Boca Raton, London, Tokyp,1994.
9. He Chang-zheng, Self-rganizing Data Mining and Economy Prediction, science press, Beijing , 2005.
10. Liu guang-zhong, "Noise Immunity of Criteria in Group Method of Data Handling (GMDH)", Systems Engineering- Theory & Practice, Vol. 11, No. 4, pp. 1-15, Mar. 1995.
11. He Chang-zheng, Zhang Bin, Yu Hai, "The Comparison between the Self-organizing Data Mining and Artificial Neural Network", Systems Engineering-Theory & Practice, Vol. 11, No. 15, pp. 11-14, Aug. 2002.
12. Zhang Ming-cui, He Chang-zheng, "Comparison between the Self-organizing Data Mining and Regression Analysis", Systems Engineering and Electronics, Vol. 27, No. 14, pp. 1748-1751, Feb. 2005.
13. Niu, D.X., Cao, S.H., Zhao, Y., Technology and Application of Power Load Forecasting, China Power Press, Beijing,1998.