Now showing items 1-5 of 5
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  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
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
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
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. ...
Economic dispatch solution using a genetic algorithm based on arithmetic crossover
In this paper, a new genetic approach based on arithmetic crossover for solving the economic dispatch problem is proposed. Elitism, arithmetic crossover and mutation are used in the genetic algorithm to generate successive ...