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High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM

  • Distributed Energy Management (DEM) will play a vital role in future smart grids. An important and often overlooked factor in this concept is privacy. This paper presents two privacy-preserving DEM algorithms called PrivADE+ and PPPM. PrivADE+ uses a round-based energy management procedure for switchable and dynamically adaptable loads. PPPM utilises on the market-based PowerMatcher approach. Both algorithms apply homomorphic encryption to privately gather aggregated data and exchange commands. Simulations show that PrivADE+ and PPPM achieve good energy management quality with low communication requirements and without negative influences on robustness.

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Metadaten
Author:Daniel Brettschneider, Daniel Hölker, Ralf Tönjes
Title (English):High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM
URN:urn:nbn:de:bsz:959-opus-6723
Document Type:Conference Proceeding
Language:English
Year of Completion:2018
Release Date:2018/05/29
Tag:Distributed Energy Management, Smart Grid, Privacy, Communication Performance, Robustness
Pagenumber:8
Faculties:Fakultät IuI
DDC classes:600 Technik, Medizin, angewandte Wissenschaften / 650 Management
Review Status:Eingereichte Fassung