Forecasting the Energy Consumption of an Industrial Enterprise Based on the Neural Network Model

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

Vasyl Kalinchyk¹ Ten adres pocztowy jest chroniony przed spamowaniem. Aby go zobaczyć, konieczne jest włączenie w przeglądarce obsługi JavaScript., Olexandr Meita² , Vitalii Pobigaylo¹ , Vitalii Kalinchyk³ , Danylo Filyanin¹ 

	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"
	Ten adres pocztowy jest chroniony przed spamowaniem. Aby go zobaczyć, konieczne jest włączenie w przeglądarce obsługi JavaScript.
	https://doi.org/10.54740/ros.2021.033

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.

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

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