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

Daniel Brettschneider, Daniel Hölker, Ralf Tönjes

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.

Paper Citation

in Harvard Style

Brettschneider D., Hölker D. and Tönjes R. (2018). High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM.In Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS, ISBN 978-989-758-292-9, pages 182-189. DOI: 10.5220/0006693701820189

in Bibtex Style

@conference{smartgreens18,
author={Daniel Brettschneider and Daniel Hölker and Ralf Tönjes},
title={High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM},
booktitle={Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS,},
year={2018},
pages={182-189},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006693701820189},
isbn={978-989-758-292-9},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS,
TI - High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM
SN - 978-989-758-292-9
AU - Brettschneider D.
AU - Hölker D.
AU - Tönjes R.
PY - 2018
SP - 182
EP - 189
DO - 10.5220/0006693701820189