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.
Author: | Daniel Brettschneider, Daniel Hölker, Ralf Tönjes |
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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 |
Page Number: | 8 |
Faculties: | Fakultät IuI |
DDC classes: | 600 Technik, Medizin, angewandte Wissenschaften / 650 Management |
Review Status: | Eingereichte Fassung |