Theoretical modelling of smart meter privacy protection with multi-meter Energy Routing

Name: Theoretical modelling of smart meter privacy protection with multi-meter Energy Routing
Author: Ergen, Cankut, Gülbahar, Burhan

İsim	Theoretical modelling of smart meter privacy protection with multi-meter Energy Routing
Yazar	Ergen, Cankut, Gülbahar, Burhan
Basım Tarihi:	2020-08
Basım Yeri	- IEEE
Konu	Smart meter, Random energy routing, Multimeter, Randomness test, Energy privacy, Eavesdropping
Tür	Belge
Dil	İngilizce
Dijital	Evet
Yazma	Hayır
Kütüphane:	Özyeğin Üniversitesi
Demirbaş Numarası	978-172816514-1
Kayıt Numarası	7f54b33e-c6ea-49cd-8e48-1ca0198df2f1
Lokasyon	Electrical & Electronics Engineering
Tarih	2020-08
Notlar	Vestel Electronics Inc.
Örnek Metin	Potential of intrusion during smart meter data collection is an important problem for household privacy in next-generation smart homes. There are various privacy protection methods such as hiding the real usage with renewable batteries (RBs) and encrypted communication. There are privacy threats due to the detection of the energy transfer through RBs while encryption-based methods result in high computational complexity. In this study, a novel privacy improvement mechanism is proposed based on the routing of energy through multiple smart meters among multiple houses in a neighborhood. The optimization of privacy based on uniform randomization is theoretically modeled and some heuristic solutions are presented. In this method, energy transfer is randomly distributed among multiple smart meters, real usage of a house is buffered with the RB and smart meter indices are randomly selected. In numerical simulations, privacy improvement is shown by utilizing the random selection of smart meter indices for randomizing the energy routing and the buffers of RBs. Furthermore, energy privacy (EP) metric validating the simulation results is defined. Energy routing with multiple smart meters provides a practical and low complexity privacy protection mechanism for next-generation smart grid architectures.
DOI	10.1109/SmartIoT49966.2020.00029

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Theoretical modelling of smart meter privacy protection with multi-meter Energy Routing

Yazar Ergen, Cankut, Gülbahar, Burhan

Basım Tarihi 2020-08

Basım Yeri - IEEE

Konu Smart meter, Random energy routing, Multimeter, Randomness test, Energy privacy, Eavesdropping

Tür Belge

Dil İngilizce

Dijital Evet

Yazma Hayır

Kütüphane Özyeğin Üniversitesi

Demirbaş Numarası 978-172816514-1

Kayıt Numarası 7f54b33e-c6ea-49cd-8e48-1ca0198df2f1

Lokasyon Electrical & Electronics Engineering

Tarih 2020-08

Notlar Vestel Electronics Inc.

Örnek Metin Potential of intrusion during smart meter data collection is an important problem for household privacy in next-generation smart homes. There are various privacy protection methods such as hiding the real usage with renewable batteries (RBs) and encrypted communication. There are privacy threats due to the detection of the energy transfer through RBs while encryption-based methods result in high computational complexity. In this study, a novel privacy improvement mechanism is proposed based on the routing of energy through multiple smart meters among multiple houses in a neighborhood. The optimization of privacy based on uniform randomization is theoretically modeled and some heuristic solutions are presented. In this method, energy transfer is randomly distributed among multiple smart meters, real usage of a house is buffered with the RB and smart meter indices are randomly selected. In numerical simulations, privacy improvement is shown by utilizing the random selection of smart meter indices for randomizing the energy routing and the buffers of RBs. Furthermore, energy privacy (EP) metric validating the simulation results is defined. Energy routing with multiple smart meters provides a practical and low complexity privacy protection mechanism for next-generation smart grid architectures.

DOI 10.1109/SmartIoT49966.2020.00029