Many of traditional methods have been presented for long-term load forecasting of electrical power systems. But, the results of these methods are approximated. Therefore, artificial neural network (ANN) technique for long-term peak load forecasting is modified and discussed as a modern technique in long-term load forecasting. The modified technique is applied on the Egyptian electrical network dependent on its historical data to predict the electrical peak load demand forecasting up to year 2017. This technique is compared with extrapolation of trend curves as a traditional method. Installed power generation capacities of Egyptian electrical network up to year 2017 are estimated dependent on the peak load forecasting of this network. Also, a proposed methodology to assess the economical operation of WFs beside conventional power system (CPS) is introduced. This methodology includes a mathematical mode1 to develop the economical operation of wind farms on the whole power generation system capacity though the considered period.
Allam, S. M., Atta, G. M., Abou El-Ela, A. A., & El-Zefiawy, A. A. (2007). LONG-TERM LOAD FO.RJXASTING AND ECONOMICAL OPERATION OF WIND FARMS FOR EGYPTIAN ELECTRICAL NETWORK. ERJ. Engineering Research Journal, 30(1), 17-24. doi: 10.21608/erjm.2007.69891
MLA
S. M. Allam; G. M. Atta; A. A. Abou El-Ela; A. A. El-Zefiawy. "LONG-TERM LOAD FO.RJXASTING AND ECONOMICAL OPERATION OF WIND FARMS FOR EGYPTIAN ELECTRICAL NETWORK". ERJ. Engineering Research Journal, 30, 1, 2007, 17-24. doi: 10.21608/erjm.2007.69891
HARVARD
Allam, S. M., Atta, G. M., Abou El-Ela, A. A., El-Zefiawy, A. A. (2007). 'LONG-TERM LOAD FO.RJXASTING AND ECONOMICAL OPERATION OF WIND FARMS FOR EGYPTIAN ELECTRICAL NETWORK', ERJ. Engineering Research Journal, 30(1), pp. 17-24. doi: 10.21608/erjm.2007.69891
VANCOUVER
Allam, S. M., Atta, G. M., Abou El-Ela, A. A., El-Zefiawy, A. A. LONG-TERM LOAD FO.RJXASTING AND ECONOMICAL OPERATION OF WIND FARMS FOR EGYPTIAN ELECTRICAL NETWORK. ERJ. Engineering Research Journal, 2007; 30(1): 17-24. doi: 10.21608/erjm.2007.69891