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

Daniel Brettschneider, Daniel Hölker, Ralf Tönjes

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.

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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