LAPSE:2023.8591
Published Article

LAPSE:2023.8591
OpΕnergy: An Intelligent System for Monitoring EU Energy Strategy Using EU Open Data
February 24, 2023
Abstract
In this paper, the basic structure of an ICT platform of energy indicators, Openergy, is analytically presented, leveraging energy open data to help address the energy crisis more democratically. More specifically, its applicability as a dynamic tool for the management of climate, environmental, and socioeconomic information is described, and its efficiency in helping uncover insights for optimal data-driven decisions is depicted. Openergy uses data from the official portal for European data and the Eurostat site. Its database consists of data related to six energy categories, EU 2020 energy targets, energy balance, electricity production, transport fuels, heat production, and gas emissions, and each one includes its own indicators for EU countries. The platform includes visualizations of these data as well as time series modeling and forecasting, and the results are depicted at Openergy platform. The time series modeling provides forecasts with confidence intervals of each indicator until 2020 in each energy category. Empirical validation, RMSE, and MAE values showed that in almost all cases and estimations, the predicted values are in very good agreement with the observed values.
In this paper, the basic structure of an ICT platform of energy indicators, Openergy, is analytically presented, leveraging energy open data to help address the energy crisis more democratically. More specifically, its applicability as a dynamic tool for the management of climate, environmental, and socioeconomic information is described, and its efficiency in helping uncover insights for optimal data-driven decisions is depicted. Openergy uses data from the official portal for European data and the Eurostat site. Its database consists of data related to six energy categories, EU 2020 energy targets, energy balance, electricity production, transport fuels, heat production, and gas emissions, and each one includes its own indicators for EU countries. The platform includes visualizations of these data as well as time series modeling and forecasting, and the results are depicted at Openergy platform. The time series modeling provides forecasts with confidence intervals of each indicator until 2020 in each energy category. Empirical validation, RMSE, and MAE values showed that in almost all cases and estimations, the predicted values are in very good agreement with the observed values.
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Keywords
data analysis, energy indicators, energy system, informed governance, intelligent systems, open data
Subject
Suggested Citation
Koupidis K, Bratsas C, Vlachokostas C. OpΕnergy: An Intelligent System for Monitoring EU Energy Strategy Using EU Open Data. (2023). LAPSE:2023.8591
Author Affiliations
Koupidis K: Open Knowledge Foundation Greece, 54352 Thessaloniki, Greece [ORCID]
Bratsas C: Open Knowledge Foundation Greece, 54352 Thessaloniki, Greece; Department of Information and Electronic Engineering, International Hellenic University, Alexander Campus, 57400 Thessaloniki, Greece [ORCID]
Vlachokostas C: Faculty of Engineering, School of Mechanical Engineering, Sustainability Engineering Laboratory, Aristotle University Thessaloniki, Box 483, Aristotle University, 54124 Thessaloniki, Greece [ORCID]
Bratsas C: Open Knowledge Foundation Greece, 54352 Thessaloniki, Greece; Department of Information and Electronic Engineering, International Hellenic University, Alexander Campus, 57400 Thessaloniki, Greece [ORCID]
Vlachokostas C: Faculty of Engineering, School of Mechanical Engineering, Sustainability Engineering Laboratory, Aristotle University Thessaloniki, Box 483, Aristotle University, 54124 Thessaloniki, Greece [ORCID]
Journal Name
Energies
Volume
15
Issue
21
First Page
8294
Year
2022
Publication Date
2022-11-06
ISSN
1996-1073
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Original Submission
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PII: en15218294, Publication Type: Journal Article
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LAPSE:2023.8591
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https://doi.org/10.3390/en15218294
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Feb 24, 2023
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