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Artykuł porusza problematykę modelowania wpływu parametrów meteorologicznych na pracę siłowni wiatrowej. W badaniach skupiono się na określeniu wpływu prędkości wiatru, jego podmuchów a także kierunku wiatru na ilość generowanej energii przez siłownię wiatrową. Z wykonanych badań wynika, że przy dużej zmienności warunków pogodowych to kierunek wiatru jest głównym czynnikiem decydującym o wielkości...
The study verifies the usefulness of selected machine learning techniques for predicting hourly demand for electricity within a short time period. The results of the performed analyses show that the lowest values for both the MAPE forecast error for the test set at the level of 17% and the lowest share of the balancing energy in the total consumption at a level which does not exceed 15% were obtained...
The action supporting the logistic of power companies in energy supply of clients is the determination of standard electric energy consumption profiles of individual customers’ groups. In the study an analysis was carried out in the scope of capacity used for the purposes of profiles’ classification regarding electricity consumption sets of indicators derived from the classical methods of analysis...
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