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In this paper, we present an ant colony optimization algorithm for load shedding minimization in smart grids. Smart grid technologies offer efficient solutions to the supply and distribution of power. However, its a great challenge to maintain the proper flow in the grid and minimize the load shedding. In reality, the situation might change dynamically and the behavior of the grid network is also...
Efficient supply and distribution of energies in the power sector is a very important issue for development. The smart grid technologies allow the distribution and production of the commodity flow so that the proper communication is maintained and optimized depending on the demand. All the demand sites will be connected to the grid and the load over each sources are to be distributed in such a way...
The selection of hyper-parameters in support vector machines for regression (SVMr) is an essential step in the training process of these learning machines. Unfortunately, there is not an exact method to obtain the optimal values of SVM hyper-parameters. Therefore, it is necessary to use a search algorithm in order to find the best set of hyper-parameters. Grid Search is the most commonly used option...
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