Responsible Knowledge Management in Energy Data Ecosystems

Valentina Janev, Maria-Esther Vidal, Dea Pujić, Dušan Popadić, Enrique Iglesias, Ahmad Sakor and Andrej Čampa
Additional contact information
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
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
Andrej Čampa: ComSensus, 1233 Dob, Slovenia

Energies, 2022, vol. 15, issue 11, 1-17

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.

Keywords: data integration systems; energy big data; knowledge graphs; data exchange; semantic interoperability; big data analytic (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2022
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Citations: View citations in EconPapers (1)

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