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Rocznik Ochrona Środowiska 2021, vol. 23, pp. 484-492


peopleVasyl Kalinchyk1 This email address is being protected from spambots. You need JavaScript enabled to view it.orcid, peopleOlexandr Meita2 orcid, peopleVitalii Pobigaylo1 orcid, peopleVitalii Kalinchyk3 orcid, peopleDanylo Filyanin1 orcid

institution  1. Department of Power Supply, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
2. Department of Electromechanical Equipment of Energy Production, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
3. Department of Labor, Industrial and Civil Safety, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
mail author This email address is being protected from spambots. You need JavaScript enabled to view it.
doi1 https://doi.org/10.54740/ros.2021.033
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abstract 


This research paper investigates the application of neural network models for forecasting in energy. The results of forecasting the weekly energy consumption of the enterprise according to the model of a multilayer perceptron at different values of neurons and training algorithms are given. The estimation and comparative analysis of models depending on model parameters is made.

 keywords


electrical loads, daily schedule, modelling, neural network, multilayer perceptron, MLP

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AMA Style
Kalinchyk V, Meita O, Pobigaylo V, Kalinchyk V, Filyanin D. Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model. Rocznik Ochrona Środowiska. 2021; 23. https://doi.org/10.54740/ros.2021.033

ACM Style
Kalinchyk, V., Meita, O., Pobigaylo, V., Kalinchyk, V., Filyanin, D. 2021. Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model. Rocznik Ochrona Środowiska. 23. DOI:https://doi.org/10.54740/ros.2021.033

ACS Style
Kalinchyk, V.; Meita, O.; Pobigaylo, V.; Kalinchyk, V.; Filyanin, D. Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model Rocznik Ochrona Środowiska 2021, 23, 484-492. https://doi.org/10.54740/ros.2021.033

APA Style
Kalinchyk, V., Meita, O., Pobigaylo, V., Kalinchyk, V., Filyanin, D. (2021). Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model. Rocznik Ochrona Środowiska, 23, 484-492. https://doi.org/10.54740/ros.2021.033

ABNT Style
KALINCHYK, V.; MEITA, O.; POBIGAYLO, V.; KALINCHYK, V.; FILYANIN, D. Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model. Rocznik Ochrona Środowiska, v. 23, p. 484-492, 2021. https://doi.org/10.54740/ros.2021.033

Chicago Style
Kalinchyk, Vasyl, Meita, Olexandr, Pobigaylo, Vitalii, Kalinchyk, Vitalii, Filyanin, Danylo. 2021. "Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model". Rocznik Ochrona Środowiska 23, 484-492. https://doi.org/10.54740/ros.2021.033

Harvard Style
Kalinchyk, V., Meita, O., Pobigaylo, V., Kalinchyk, V., Filyanin, D. (2021) "Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model", Rocznik Ochrona Środowiska, 23, pp. 484-492. doi:https://doi.org/10.54740/ros.2021.033

IEEE Style
V. Kalinchyk, O. Meita, V. Pobigaylo, V. Kalinchyk, D. Filyanin, "Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model", RoczOchrSrod, vol 23, pp. 484-492. https://doi.org/10.54740/ros.2021.033