An econometric model of household electricity consumption. A case study of Poland

Jerzy Witold Wiśniewski
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Abstract

Purpose: Electrical energy is in this day and age fundamental to the functioning of every household. The use of gas, heating oil or solid fuels for home heating also involves the supply of electricity. Today, electric power is the most environmentally friendly source of energy. Experience has shown that substitution of an oil heating system with a heat pump resulted in significant financial savings for the household. Design/methodology/approach: The purpose of this paper shall entail the construction of a multi-equation econometric model describing the mechanisms of electricity consumption in a specified household. The model takes the nature of a system of interdependent equations. Described shall be the monthly volume of electricity consumption, payment amount of for this energy (in PLN), and price per 1 MWh in a given month. Monthly time series from September 2015 to November 2022 have been used, which resulted in a time series with a count of 87 statistical observations. Findings: The econometric model of household electricity consumption presented in this paper confirms both the hypothesis about feedback between the variables USAGE and PRICE as well as the recursive effect of electricity consumption volume on its value in monetary units. In addition to the cognitive value of the econometric modeling results obtained, the empirical tool constructed makes enables forecast estimation of the energy consumption volume, its value and unit price in subsequent months, for at least 12 consecutive months. Practical implications: This type of research has great practical utility. They make it easier for rational interaction between electricity sellers and specific consumers. Social implications: Knowledge about the mechanisms of electricity consumption on the farm home may influence the rationalization of consumption and spending. This type of rationalization should have a positive impact on the environment natural, contributing to the reduction of greenhouse gas emissions. Originality/value: The novelty and originality of the work are the identification of the mechanism behavior of a single household consuming energy electric. Feedback between magnitudes revealed electricity consumption and its price on a specific farm home. The recipients of the work will be electricity sellers, consumers, and researchers of household market behavior. Keywords: econometric model, electricity consumption, interdependent equations. Category of the paper: Research paper. Case study.
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家庭用电量的计量经济模型。以波兰为例
用途:在这个时代,电能是每个家庭运作的基础。使用燃气、取暖油或固体燃料为家庭供暖也涉及到电力的供应。今天,电力是最环保的能源。经验表明,用热泵代替油加热系统为家庭节省了大量的资金。设计/方法/方法:本文的目的是建立一个描述特定家庭电力消费机制的多方程计量经济模型。该模型具有相互依赖方程系统的性质。描述为每月的用电量,该能源的支付金额(以兹罗提为单位),以及给定月份每兆瓦时的价格。使用2015年9月至2022年11月的月度时间序列,得到了一个有87个统计观测值的时间序列。研究发现:本文建立的家庭用电量计量模型既证实了USAGE和PRICE变量之间的反馈假设,也证实了用电量对其货币单位价值的递归效应。除了所获得的计量建模结果具有认知价值外,所构建的经验工具还可以对至少连续12个月的后续月份的能耗量、能耗值和单价进行预测估计。实际意义:这种类型的研究具有很大的实际效用。它们使电商与特定消费者之间的理性互动更加容易。社会影响:关于农场家庭用电机制的知识可能会影响消费和支出的合理化。这种合理化应对自然环境产生积极影响,有助于减少温室气体排放。原创性/价值:作品的新颖性和原创性是对单个家庭消费能源电力的机制行为的识别。震级之间的反馈揭示了特定农场家庭的用电量及其价格。这项工作的接受者将是电力销售商、消费者和家庭市场行为的研究人员。关键词:计量经济模型,用电量,相互依赖方程。论文类别:研究论文。案例研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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