4.7 Article

Privacy-friendly load scheduling of deferrable and interruptible domestic appliances in Smart Grids

Journal

COMPUTER COMMUNICATIONS
Volume 58, Issue 1, Pages 29-39

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.comcom.2014.08.003

Keywords

Load scheduling; Shamir Secret Sharing; Smart Grid

Funding

  1. Regione Lombardia under Smart Campus as Urban Open LAbs (SCUOLA) [40545387]

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The massive integration of renewable energy sources in the power grid ecosystem with the aim of reducing carbon emissions must cope with their intrinsically intermittent and unpredictable nature. Therefore, the grid must improve its capability of controlling the energy demand by adapting the power consumption curve to match the trend of green energy generation. This could be done by scheduling the activities of deferrable and/or interruptible electrical appliances. However, communicating the users' needs about the usage of their appliances also leaks sensitive information about their habits and lifestyles, thus arising privacy concerns. This paper proposes a framework to allow the coordination of energy consumption without compromising the privacy of the users: the service requests generated by the domestic appliances are divided into crypto-shares using Shamir Secret Sharing scheme and collected through an anonymous routing protocol by a set of schedulers, which schedule the requests by directly operating on the shares. We discuss the security guarantees provided by our proposed infrastructure and evaluate its performance, comparing it with the optimal scheduling obtained by means of an Integer Linear Programming formulation. (C) 2014 Elsevier B.V. All rights reserved.

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