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Input-output model for forecasting economic and environmental effects of smart meters deployment in Poland

  • Łukasz Lach
  • , Sławomir Kopeć
  • , Krzysztof Heller
  • , Janusz Zyśk
  • , Ewa Adamiec
  • , Marek Kisiel-Dorohinicki
  • , Ada Brzoza-Zajęcka
  • , Krzysztof Gaska
  • AGH University of Krakow

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

To the best of our knowledge this paper is the first attempt to estimate the macroeconomic and environmental effects that can be generated by widespread deployment of smart meters. The study applies macroeconomic data published by Central Statistical Office of Poland, and data developed in the framework of the Energy Transition Observatory (ETO) – a strategic project run by AGH University of Krakow, the Ministry of Climate and Environment of Poland, and the National Centre for Nuclear Research. Based on the collected dataset, unit investment and operational IO multipliers were calculated by means of an extended Leontief IO model, which set the ground for estimating the dynamics of three types of macroeconomic effects (employment, value added, global production) and climate and environmental effects (CO2 emissions), as well as the green energy production effects (feasible system and share of RES) for the three considered development scenarios of the discussed technology until 2040. The results show that it is possible to seek to maintain an almost constant level of approximately 6000 of full-time jobs in the smart meters industry in 2031–2040 in all the three scenarios under consideration. The proposed research framework may be straightforwardly applied in analogous case studies focused on other countries.

Original languageEnglish
Article number136504
JournalEnergy
Volume328
DOIs
Publication statusPublished - 1 Aug 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  3. SDG 13 - Climate Action
    SDG 13 Climate Action
  4. SDG 15 - Life on Land
    SDG 15 Life on Land

Keywords

  • Advanced metering infrastructure
  • CO emission
  • Energy transition
  • Input-output model
  • Poland
  • Smart meters

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Building and Construction
  • Modeling and Simulation
  • Renewable Energy, Sustainability and the Environment
  • Fuel Technology
  • Energy Engineering and Power Technology
  • Pollution
  • Mechanical Engineering
  • General Energy
  • Industrial and Manufacturing Engineering
  • Management, Monitoring, Policy and Law
  • Electrical and Electronic Engineering

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