LAPSE:2023.12776
Published Article
LAPSE:2023.12776
Responsible Knowledge Management in Energy Data Ecosystems
Valentina Janev, Maria-Esther Vidal, Dea Pujić, Dušan Popadić, Enrique Iglesias, Ahmad Sakor, Andrej Čampa
February 28, 2023
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
big data analytic, data exchange, data integration systems, energy big data, knowledge graphs, semantic interoperability
Suggested Citation
Janev V, Vidal ME, Pujić D, Popadić D, Iglesias E, Sakor A, Čampa A. Responsible Knowledge Management in Energy Data Ecosystems. (2023). LAPSE:2023.12776
Author Affiliations
Janev V: Mihajlo Pupin Institute, University of Belgrade, 11060 Belgrade, Serbia [ORCID]
Vidal ME: TIB-Leibniz Information for Centre for Science and Technology, 30167 Hannover, Germany; L3S Research Center, Leibniz University of Hannover, 30167 Hannover, Germany
Pujić D: Mihajlo Pupin Institute, University of Belgrade, 11060 Belgrade, Serbia [ORCID]
Popadić D: Mihajlo Pupin Institute, University of Belgrade, 11060 Belgrade, Serbia
Iglesias E: L3S Research Center, Leibniz University of Hannover, 30167 Hannover, Germany
Sakor A: TIB-Leibniz Information for Centre for Science and Technology, 30167 Hannover, Germany; L3S Research Center, Leibniz University of Hannover, 30167 Hannover, Germany [ORCID]
Čampa A: ComSensus, 1233 Dob, Slovenia [ORCID]
Journal Name
Energies
Volume
15
Issue
11
First Page
3973
Year
2022
Publication Date
2022-05-27
Published Version
ISSN
1996-1073
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Original Submission
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PII: en15113973, Publication Type: Journal Article
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LAPSE:2023.12776
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doi:10.3390/en15113973
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Feb 28, 2023
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