Forecasting market-clearing price in day-ahead market using SOM-ANN

39th International Universities Power Engineering Conference, UPEC 2004 - Conference Proceedings

Volumn 1, Issue , 2004, Pages 390-393

  Zhang, Buhan ^a,b   Zeng, Ciling ^a   Wang, Shaorong ^a   Xie, Peiyuan ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b Department of HUST ^*  (China)

Author keywords

[No Author keywords available]

Indexed keywords

HISTORICAL LOADS; MARKET-CLEARING PRICE; TRAINING DATASETS;

BACKPROPAGATION; DECISION MAKING; ENERGY EFFICIENCY; MARKETING; RELIABILITY;

ELECTRIC LOAD FORECASTING;

EID: 32144447153     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. B. R. Szkuta, L. A. Sanabria, T. S. Dillon. Electric price short-term forecasting using artificial neural networks. IEEE Trans. on Power Systems, 1999, 14(3): 851-857.
2. Feng Gao, Xiaohong Guan, Xiren Cao, A. Papalexopoulos. Forecasting power market clearing price and quantity using a neural network method. Proceedings of the IEEE Conference on Power Engineering Society Summer Meeting, Washington, USA: 2000. 2183-2188
3. Teuvo Kohonen. The Self-Organizing Map. Proceedings of the IEEE, 1990, 78(9): 1464-1480
4. Aggregated Price & DEMAND Data Files. http://www.nemmco.com.au/data/ data.htm, 2004