TY  - CONF
A1  - Brettschneider, Daniel
A1  - Hölker, Daniel
A1  - Tönjes, Ralf
T1  - High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM
N2  - 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.
KW  - Distributed Energy Management, Smart Grid, Privacy, Communication Performance, Robustness
Y1  - 2018
UR  - https://opus.hs-osnabrueck.de/frontdoor/index/index/docId/672
UR  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bsz:959-opus-6723
ER  -