4.5 Article

Households' Electricity Consumption in Hungarian Urban Areas

Journal

ENERGIES
Volume 14, Issue 10, Pages -

Publisher

MDPI
DOI: 10.3390/en14102899

Keywords

environmental economics; energy consumption; CO2 emission; non-linear estimation; urban pollutant; ANN

Categories

Funding

  1. New National Excellence Program of the Ministry for Innovation and Technology from the source of the National Research, Development and Innovation Fund [UNKP-20-3-II]

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This study aims to investigate the factors influencing the electricity consumption of urban households and provide statistically significant results. Utilizing a model and traditional regression analysis, specific demographic characteristics were found to significantly determine the energy demand of a household sector.
The aim of this study is to examine the factors influencing the electricity consumption of urban households and to prove these with statistically significant results. The study includes 46 small and medium-sized towns in Hungary. The methodology of the study is mainly provided by a model that can be used for this purpose; however, the results obtained with the traditional regression method are compared with the results of another, more complex estimation method, the artificial neural network, which has the advantage of being able to use different types of models. The focus of our article is on methodological alignment, not necessarily the discovery of new results. Certain demographic characteristics significantly determine the energy demand of a household sector in a municipality. In this case, as the ratio of people aged 60 or over within a city rises by 1%, the urban household average energy consumption decreases by 61 kilowatt hours, and when it rises by 1%, the amount of pollutants expelled from urban households' average energy consumption may decrease by 22.8745 kg. The research area of our paper was greatly influenced by the availability of the statistical data. The results can be used in the planning of urban developments.

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