Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Responsible Knowledge Management in Energy Data Ecosystems
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. ; publishedVersion
Responsible Knowledge Management in Energy Data Ecosystems
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. ; publishedVersion
Responsible Knowledge Management in Energy Data Ecosystems
Janev, Valentina (Autor:in) / Vidal, Maria-Esther (Autor:in) / Pujić, Dea (Autor:in) / Popadić, Dušan (Autor:in) / Iglesias, Enrique (Autor:in) / Sakor, Ahmad (Autor:in) / Čampa, Andrej (Autor:in)
01.01.2022
Energies : open-access journal of related scientific research, technology development and studies in policy and management 15 (2022), Nr. 11
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
DDC:
690
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