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Information × Registration Number 0223U003888, 0122U201303 , R & D reports Title Development of models for intelligent decision support systems popup.stage_title Head Fedosova Iryna V., д. пед. н. Registration Date 18-07-2023 Organization State Higher Educational Institution "Azov State Technical University" popup.description2 This work is dedicated to the solution of the current problem - forecasting the volume of electricity sales to consumers using a two-layer neural network. The object is the process of selling electricity to consumers and forecasting its volumes. The subject is information on hourly volumes of electricity purchases, models and algorithms for learning artificial neural networks, heuristic algorithms for selecting parameters. The purpose of the work is to improve the efficiency of energy supply companies in the wholesale market of electricity (power) as a result of the development of a model for forecasting electricity consumption based on artificial neural networks. Research methods - methods of analysis and synthesis, system analysis, comparison, logical generalization of results, theory of artificial neural networks, heuristic selection algorithms, backpropagation of error.  Product Description popup.authors Alyoshyn Sergiy V Kotykhova Lyudmila D Levitska Tatiana O Pronina Olha I Piatykop Olena Ye Fedosova Iryna V. popup.nrat_date 2023-07-18 Close