@inproceedings{BrettschneiderHoelkerToenjes2018,
  author    = {Brettschneider, Daniel and H{\"o}lker, Daniel and T{\"o}njes, Ralf},
  title     = {High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM},
  url       = {http://nbn-resolving.de/urn:nbn:de:bsz:959-opus-6723},
  pages     = {8},
  year      = {2018},
  abstract  = {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.},
  language  = {en}
}