File Download

There are no files associated with this item.

  Links for fulltext
     (May Require Subscription)
Supplementary

Article: Data sharing in energy systems

TitleData sharing in energy systems
Authors
KeywordsData market
Data sharing
Energy systems
Privacy protection
Right confirmation
Smart grids
Issue Date14-Apr-2023
PublisherElsevier
Citation
Advances in Applied Energy, 2023, v. 10 How to Cite?
AbstractBig data has been advocated as a dominant driving force to unleash the great waves of the next-generation industrial revolution. While the ever-increasing proliferation of heterogeneous data contributes to a more sustainable energy system, considerable challenges remain for breaking down the barrier of data sharing across monopolistic sectors and fully exploiting data asset value in a trustworthy environment. Here, we focus on a global aspiration and interest regarding the challenges, techniques, and prospects of data sharing in energy systems. In this paper, a conceptual framework for data sharing is designed, in which we introduce the commodity attribute of data assets and explain the bottlenecks of data trading. Two critical issues, i.e., right confirmation and privacy protection, are then systematically reviewed, which provide a fundamental guarantee for credible data openness. A detailed data market is conceived by elaborating on market bids, data asset valuation and pricing strategy, and game-based clearing. Finally, we conduct a discussion about some low-hanging fruit of data sharing in energy systems.
Persistent Identifierhttp://hdl.handle.net/10722/339049
ISSN
2023 Impact Factor: 13.0
2023 SCImago Journal Rankings: 3.788
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorWang, JX-
dc.contributor.authorGao, F-
dc.contributor.authorZhou, YZ-
dc.contributor.authorGuo, QL-
dc.contributor.authorTan, CW-
dc.contributor.authorSong, J-
dc.contributor.authorWang, Y-
dc.date.accessioned2024-03-11T10:33:29Z-
dc.date.available2024-03-11T10:33:29Z-
dc.date.issued2023-04-14-
dc.identifier.citationAdvances in Applied Energy, 2023, v. 10-
dc.identifier.issn2666-7924-
dc.identifier.urihttp://hdl.handle.net/10722/339049-
dc.description.abstractBig data has been advocated as a dominant driving force to unleash the great waves of the next-generation industrial revolution. While the ever-increasing proliferation of heterogeneous data contributes to a more sustainable energy system, considerable challenges remain for breaking down the barrier of data sharing across monopolistic sectors and fully exploiting data asset value in a trustworthy environment. Here, we focus on a global aspiration and interest regarding the challenges, techniques, and prospects of data sharing in energy systems. In this paper, a conceptual framework for data sharing is designed, in which we introduce the commodity attribute of data assets and explain the bottlenecks of data trading. Two critical issues, i.e., right confirmation and privacy protection, are then systematically reviewed, which provide a fundamental guarantee for credible data openness. A detailed data market is conceived by elaborating on market bids, data asset valuation and pricing strategy, and game-based clearing. Finally, we conduct a discussion about some low-hanging fruit of data sharing in energy systems.-
dc.languageeng-
dc.publisherElsevier-
dc.relation.ispartofAdvances in Applied Energy-
dc.subjectData market-
dc.subjectData sharing-
dc.subjectEnergy systems-
dc.subjectPrivacy protection-
dc.subjectRight confirmation-
dc.subjectSmart grids-
dc.titleData sharing in energy systems-
dc.typeArticle-
dc.identifier.doi10.1016/j.adapen.2023.100132-
dc.identifier.scopuseid_2-s2.0-85152258994-
dc.identifier.volume10-
dc.identifier.eissn2666-7924-
dc.identifier.isiWOS:001030688900001-
dc.publisher.placeAMSTERDAM-
dc.identifier.issnl2666-7924-

Export via OAI-PMH Interface in XML Formats


OR


Export to Other Non-XML Formats