A review of preserving privacy in data collected from buildings with differential privacy

K Janghyun, H Barry, H Tianzhen - Journal of Building Engineering, 2022 - Elsevier
Significant amounts of data are collected in buildings. While these data have great potential
for maximizing the energy efficiency of buildings in general, only a small portion of the data …

Cloud-based MPC with encrypted data

AB Alexandru, M Morari… - 2018 IEEE conference on …, 2018 - ieeexplore.ieee.org
This paper explores the privacy of cloud out-sourced Model Predictive Control (MPC) for a
linear system with input constraints. A client sends her private states to the cloud who …

Differential privacy applied to smart meters: a mapping study

J Marks, B Montano, J Chong, M Raavi… - Proceedings of the 36th …, 2021 - dl.acm.org
Smart meters and the smart grid will allow utility companies and customers to monitor their
electricity and utility usage in fine-grained detail instead of the previously common monthly …

Cost-friendly differential privacy of smart meters using energy storage and harvesting devices

MB Hossain, I Natgunanathan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cost-friendly differential privacy (CDP) of smart meters can be preserved by an appropriate
charging and discharging mechanism that uses rechargeable batteries (RBs) to generate …

Distributed differentially private energy management of virtual power plants

M Huang, X Cui, Y Wang - Electric Power Systems Research, 2024 - Elsevier
Prosumers with flexible distributed energy resources (DERs) can be aggregated as a virtual
power plant (VPP) to participate in the electricity market. However, the VPP's energy …

Cryptographic Foundations for Control and Optimization: Making Cloud-Based and Networked Decisions on Encrypted Data

AB Alexandru - 2021 - search.proquest.com
Advances in communication technologies and computational power have determined a
technological shift in the data paradigm. The resulting architecture requires sensors to send …