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Authors: Daniel Brettschneider ; Daniel Hölker and Ralf Tönjes

Affiliation: University of Applied Science Osnabrück, Germany

Keyword(s): Distributed Energy Management, Smart Grid, Privacy, Communication Performance, Robustness.

Related Ontology Subjects/Areas/Topics: Computer-Supported Education ; Energy and Economy ; Energy Management Systems (EMS) ; Energy-Aware Systems and Technologies ; Information Technologies Supporting Learning ; Load Balancing in Smart Grids ; Optimization Techniques for Efficient Energy Consumption ; Security and Privacy ; Smart Grids

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 several formats:
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 - SMARTGREENS; ISBN 978-989-758-292-9; ISSN 2184-4968, SciTePress, pages 182-189. DOI: 10.5220/0006693701820189

@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 - SMARTGREENS},
year={2018},
pages={182-189},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006693701820189},
isbn={978-989-758-292-9},
issn={2184-4968},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems - SMARTGREENS
TI - High Performance and Privacy for Distributed Energy Management: Introducing PrivADE+ and PPPM
SN - 978-989-758-292-9
IS - 2184-4968
AU - Brettschneider, D.
AU - Hölker, D.
AU - Tönjes, R.
PY - 2018
SP - 182
EP - 189
DO - 10.5220/0006693701820189
PB - SciTePress

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