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Modeling and Forecasting Electric Daily Peak Loads

Summary: Modeling and Forecasting
Electric Daily Peak Loads
Using Abductive Networks
R. E. Abdel-Aal
Department of Computer Engineering,
King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia
Address for corresponding author:
Dr. R. E. Abdel-Aal
P. O. Box 1759
Dhahran 31261
Saudi Arabia
e-mail: radwan@kfupm.edu.sa
Phone: +966 3 860 4320
Fax: +966 3 860 4281
Forecasting the daily peak load is important for secure and profitable operation of modern power
utilities. Machine learning techniques including neural networks have been used for this purpose.
This paper proposes the alternative modeling approach of abductive networks, which offers
simpler and more automated model synthesis. Resulting analytical input-output models


Source: Abdel-Aal, Radwan E. - Computer Engineering Department, King Fahd University of Petroleum and Minerals


Collections: Computer Technologies and Information Sciences; Power Transmission, Distribution and Plants