Data partitioning for training a layered perceptron to forecast electric load

Proceedings of the 2nd International Forum on Applications of Neural Networks to Power Systems, ANNPS 1993

Volumn , Issue , 1993, Pages 66-68

  El Sharkawi, M A ^a   Marks, R J ^a   Oh, S ^a   Brace, C M ^b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b Puget Sound Power and Light Company   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC LOAD FORECASTING; NEURAL NETWORKS;

DATA PARTITIONING; EFFECTIVE TOOL; LOAD FORECASTING; MULTI-LAYERED PERCEPTRON;

DATA HANDLING;

EID: 2742517383     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ANN.1993.264348     Document Type: Conference Paper

References (5)

1. D. C. Park, El-Sharkawi M. A., Marks II R. J., L. E. Atlas, and M. J. Damborg, "Electric Load Forecasting Using An Artificial Neural Network," IEEE Transactions on Power Systems, pp. 442-449, May 1991.
2. El-Sharkawi M. A., S. Oh, RJ. Marks IT, M. J. Damborg, and CM. Brace, "Short Term Load Forecasting Using An Adaptively Trained Layered Perceptron," Fist International Forum on Application of Neural Networks to Power Systems, Seattle, July 23-26,1991, pp. 3-6.
3. CM. Brace, "A Comparison of the Forecasting Accuracy of Neural Networks with Other Established Techniques," Fist International Forum on Application of Neural Networks to Power Systems, Seattle, July 23-26, 1991.
4. D. C. Park, O. Mohammed, El-Sharkawi M. A., and RJ. Marks II, "Adaptively Trained Neural Networks and Their Application to Electric Load Forecasting," IEEE International Symposium on Circuits and Systems, Singapore, June 11-14,1991.
5. CM. Brace, J. Schmidt and V. Bui-Nguyen "Another look at forecast accuracy of neural networks," to appear in Second International Forum on Application of Neural Networks to Power Systems, Nagoya, Japan, 1993.