Search Results for author: Thomas Navidi

Found 5 papers, 1 papers with code

Coordination of DERs for Grid Reliability via Day-ahead Demand-Supply Power Bounds

no code implementations1 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.

Coordinating Distributed Energy Resources for Reliability can Significantly Reduce Future Distribution Grid Upgrades and Peak Load

no code implementations14 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.

Generating private data with user customization

no code implementations2 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.

Energy Resource Control via Privacy Preserving Data

1 code implementation4 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

Distributed generation of privacy preserving data with user customization

no code implementations20 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.

Privacy Preserving

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