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Application of neural networks to unit commitment
(IEEE, Piscataway, NJ, United States, 1999)
In this paper, an improved Hopfield neural network which was described in [1] is applied to unit commitment problem. A new mapping process has been used and a computational method for obtaining the weights and biases is ...
An application of tabu search to economic dispatch problem
(2003)
In this paper, the tabu search method is applied to economic dispatch problem. The proposed method has achieved efficient and accurate solutions for power systems with 3 and 6 units. The results of the proposed method are ...
Power distribution load forecasting using artificial neural networks
(2003)
This paper presents a load forecasting method applied to electricity consumption in Nigde region. The load forecasting method is based on the Multi-Layered Perceptron (MLP) neural network (NN). Three MLP structures are ...
Analysis of facts devices for dynamic loads using Matlab
(2003)
The modern power system is a complex dynamic system consisting of a large number of different dynamic devices, such as synchronous machines and loads. The system is continually subjected to sudden small disturbance in load. ...
