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In modern world, every industries including the power industry address technological changes. Therefore, it is necessary to keep track of international experiences and activities taking place in every field. This paper provides an overview of the concept of Unit Commitment (UC) problem with a bibliographical survey of relevant background, the present state and potential methodologies used for solving...
Solar energy is one of the most promising renewable energy sources. The generating capacity of this source however is highly dependent on the available sunlight, its duration and intensity. In order to integrate these types of sources into an existing power distribution system, system planners need an accurate model that predicts its generating capacity with the usage of easily accessible information...
This paper introduces a dual layered particle swarm optimization algorithm (DLPSO), an evolutionary algorithm proposed to design an artificial neural network (ANN). The algorithm evolves the architecture of the ANN and trains its weights simultaneously. Different from the other techniques previously used, the proposed algorithm evolves the architecture along with the weights in two different layers...
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