code short term load forecasting using ann matlab
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i need help , for code of short term load forecast in matlab using ANN
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The prediction of the charge is the technique for the prediction of the electric charge. In a deregulated market, it is very necessary for a generating company to know the demand for market demand to generate near-exact energy. If the generation is not sufficient to satisfy the demand, there would be an irregular supply problem and in case of excess generation the generating company will have to bear the loss. Recently, neural network techniques for the prediction of short-term loading by a large number of researchers have been suggested. This work studies the applicability of this type of models. The paper aims to be a basis for a real forecast application. In the first place, a literature survey was conducted on the subject. Most models reported are based on the so-called Perceptron MultiLayer network (MLP). There are numerous suggestions for models, but the great variation and lack of comparisons make it difficult to apply the proposed methods directly. It was concluded that a comparative study of different types of models seems necessary. Several models were developed and tested on the actual load data of a Finnish power company. Most of them use an MLP network to identify the assumed relationship.


The forecast of energy demand is of great importance in the management of energy systems. In this paper we use the artificial neural network (ANN) technique and the multiple linear regression method to predict the load curve. The algorithms that use these techniques have been programmed using MATLAB and applied to the case study. The efficiency of both models is determined from the load curve and the load is predicted as a test sample.

It can be understood in the following video:


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