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Responsible Knowledge Management in Energy Data Ecosystems

Author

Listed:
  • Valentina Janev

    (Mihajlo Pupin Institute, University of Belgrade, 11060 Belgrade, Serbia)

  • Maria-Esther Vidal

    (TIB-Leibniz Information for Centre for Science and Technology, 30167 Hannover, Germany
    L3S Research Center, Leibniz University of Hannover, 30167 Hannover, Germany)

  • Dea Pujić

    (Mihajlo Pupin Institute, University of Belgrade, 11060 Belgrade, Serbia)

  • Dušan Popadić

    (Mihajlo Pupin Institute, University of Belgrade, 11060 Belgrade, Serbia)

  • Enrique Iglesias

    (L3S Research Center, Leibniz University of Hannover, 30167 Hannover, Germany)

  • Ahmad Sakor

    (TIB-Leibniz Information for Centre for Science and Technology, 30167 Hannover, Germany
    L3S Research Center, Leibniz University of Hannover, 30167 Hannover, Germany)

  • Andrej Čampa

    (ComSensus, 1233 Dob, Slovenia)

Abstract

This paper analyzes the challenges and requirements of establishing energy data ecosystems (EDEs) as data-driven infrastructures that overcome the limitations of currently fragmented energy applications. It proposes a new data- and knowledge-driven approach for management and processing. This approach aims to extend the analytics services portfolio of various energy stakeholders and achieve two-way flows of electricity and information for optimized generation, distribution, and electricity consumption. The approach is based on semantic technologies to create knowledge-based systems that will aid machines in integrating and processing resources contextually and intelligently. Thus, a paradigm shift in the energy data value chain is proposed towards transparency and the responsible management of data and knowledge exchanged by the various stakeholders of an energy data space. The approach can contribute to innovative energy management and the adoption of new business models in future energy data spaces.

Suggested Citation

  • Valentina Janev & Maria-Esther Vidal & Dea Pujić & Dušan Popadić & Enrique Iglesias & Ahmad Sakor & Andrej Čampa, 2022. "Responsible Knowledge Management in Energy Data Ecosystems," Energies, MDPI, vol. 15(11), pages 1-17, May.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:11:p:3973-:d:826305
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    Citations

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    Cited by:

    1. Georgios Yiasoumas & Lazar Berbakov & Valentina Janev & Alessandro Asmundo & Eneko Olabarrieta & Andrea Vinci & Giovanni Baglietto & George E. Georghiou, 2023. "Key Aspects and Challenges in the Implementation of Energy Communities," Energies, MDPI, vol. 16(12), pages 1-24, June.

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