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OpΕnergy: An Intelligent System for Monitoring EU Energy Strategy Using EU Open Data

Author

Listed:
  • Kleanthis Koupidis

    (Open Knowledge Foundation Greece, 54352 Thessaloniki, Greece)

  • Charalampos Bratsas

    (Open Knowledge Foundation Greece, 54352 Thessaloniki, Greece
    Department of Information and Electronic Engineering, International Hellenic University, Alexander Campus, 57400 Thessaloniki, Greece)

  • Christos Vlachokostas

    (Faculty of Engineering, School of Mechanical Engineering, Sustainability Engineering Laboratory, Aristotle University Thessaloniki, Box 483, Aristotle University, 54124 Thessaloniki, Greece)

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.

Suggested Citation

  • Kleanthis Koupidis & Charalampos Bratsas & Christos Vlachokostas, 2022. "OpΕnergy: An Intelligent System for Monitoring EU Energy Strategy Using EU Open Data," Energies, MDPI, vol. 15(21), pages 1-15, November.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:21:p:8294-:d:964936
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    References listed on IDEAS

    as
    1. Michiel Fremouw & Annamaria Bagaini & Paolo De Pascali, 2020. "Energy Potential Mapping: Open Data in Support of Urban Transition Planning," Energies, MDPI, vol. 13(5), pages 1-15, March.
    2. Andreas Müller & Marcus Hummel & Lukas Kranzl & Mostafa Fallahnejad & Richard Büchele, 2019. "Open Source Data for Gross Floor Area and Heat Demand Density on the Hectare Level for EU 28," Energies, MDPI, vol. 12(24), pages 1-25, December.
    3. Christos Vlachokostas, 2020. "Closing the Loop Between Energy Production and Waste Management: A Conceptual Approach Towards Sustainable Development," Sustainability, MDPI, vol. 12(15), pages 1-15, July.
    4. Charalampos Bratsas & Evangelos Chondrokostas & Kleanthis Koupidis & Ioannis Antoniou, 2021. "The Use of National Strategic Reference Framework Data in Knowledge Graphs and Data Mining to Identify Red Flags," Data, MDPI, vol. 6(1), pages 1-20, January.
    5. Stefano Moroni & Valentina Antoniucci & Adriano Bisello, 2019. "Local Energy Communities and Distributed Generation: Contrasting Perspectives, and Inevitable Policy Trade-Offs, beyond the Apparent Global Consensus," Sustainability, MDPI, vol. 11(12), pages 1-16, June.
    6. Giulio Vialetto & Marco Noro, 2019. "Enhancement of a Short-Term Forecasting Method Based on Clustering and kNN: Application to an Industrial Facility Powered by a Cogenerator," Energies, MDPI, vol. 12(23), pages 1-16, November.
    7. Pfenninger, Stefan & DeCarolis, Joseph & Hirth, Lion & Quoilin, Sylvain & Staffell, Iain, 2017. "The importance of open data and software: Is energy research lagging behind?," Energy Policy, Elsevier, vol. 101(C), pages 211-215.
    8. Benedetto Nastasi & Massimiliano Manfren & Michel Noussan, 2020. "Open Data and Energy Analytics," Energies, MDPI, vol. 13(9), pages 1-3, May.
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