no code implementations • 1 Jul 2023 • Thomas Navidi, Abbas El Gamal, Ram Rajagopal
A local controller at each consumer node then determines the DER power injections which satisfy the consumer's objectives while obeying its supply bounds.
no code implementations • 14 Jun 2023 • Thomas Navidi, Abbas El Gamal, Ram Rajagopal
Current DER coordination schemes, such as demand-response and VPPs, aim to reduce electricity costs during peak demand events with no consideration of distribution grid reliability.
no code implementations • 2 Dec 2020 • Xiao Chen, Thomas Navidi, Ram Rajagopal
Personal devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information specific to the data owner that prevents the release of the data.
1 code implementation • 4 Oct 2019 • Xiao Chen, Thomas Navidi, Ram Rajagopal
Although the frequent monitoring of smart meters enables granular control over energy resources, it also increases the risk of leakage of private information such as income, home occupancy, and power consumption behavior that can be inferred from the data by an adversary.
Systems and Control Computers and Society Systems and Control
no code implementations • 20 Apr 2019 • Xiao Chen, Thomas Navidi, Stefano Ermon, Ram Rajagopal
Distributed devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information specific to the data owner that prevents the release of the data.