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Information Disclosure in VPP - Information Disclosure by Decentralized Coordination in Virtual Power Plants and District Energy Systems

dc.contributor.authorBremer, Jörg
dc.contributor.authorLehnhoff, Sebastian
dc.contributor.editorWohlgemuth, Volker
dc.contributor.editorNaumann, Stefan
dc.contributor.editorArndt, Hans-Knud
dc.contributor.editorBehrens, Grit
dc.contributor.editorHöb, Maximilian
dc.date.accessioned2022-09-19T09:20:51Z
dc.date.available2022-09-19T09:20:51Z
dc.date.issued2022
dc.description.abstractGrouping small, hardly predictable, and volatile energy resources to jointly operating virtual power plants with sufficient flexibility for coordination is widely seen as a key aspect of integrating renewable energy into the grid. For several reasons, self-organizing, agent-based systems are probably the best technology for coordination. A major drawback of many currently existing solutions is the necessity to communicate plain information for negotiation and optimization. Such information contains e.g. possible energy generation schemes or aggregated costs. Previous works have already shown that identification of anonymously sent information is possible. In this paper, we demonstrate the possibility of disaggregating cost structure information as an example of possible leakage of business information in the case of participation in virtual power plants or district energysystems. From this perspective, we derive measures to ensure privacy preservation in decentralized coordination algorithmsen
dc.identifier.isbn978-3-88579-722-7
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/39408
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofEnviroInfo 2022
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-328
dc.subjectVirtual Power plant
dc.subjectDistributed Optimization
dc.subjectSelf-Organization
dc.subjectData Privacy
dc.titleInformation Disclosure in VPP - Information Disclosure by Decentralized Coordination in Virtual Power Plants and District Energy Systemsen
dc.typeText/Conference Paper
gi.citation.publisherPlaceBonn
gi.citation.startPage133
gi.conference.date26.-30- September 2022
gi.conference.locationHamburg

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