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Artificial Neural Network for Real Time Load Flow Calculation: Application to a Micro Grid with Wind Generators

Author(s): H. Hadj Abdallah | L. Krichen | B. Francois

Journal: Journal of Electrical Systems
ISSN 1112-5209

Volume: 1;
Issue: 3;
Start page: 1;
Date: 2005;
Original page

Keywords: Electrical supply networks | load flow | microgrid | circular power diagram | wind generator | artificial neural networks.

This work presents a method for solving the problem of load flow in electric power systems including a wind power station with asynchronous generators. For this type of power station, the generated active power is only known and consequently the absorbed reactive power must be determined. So we have used the circular diagram at each iteration and by considering this node as a consuming node in the load flow program. Since the wind speed is not constant, the generated power is neither constant. To predict the state of the network in real time, we have used the artificial neural networks after a stage of training using a rich base of data.
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