50 citations · 53 across the 6 of their papers we have counts for
6 papers
Resilience of the Electric Grid through Trustable IoT-Coordinated Assets (Extended version)
Vineet J. Nair, Venkatesh Venkataramanan, Priyank Srivastava +10
The electricity grid has evolved from a physical system to a cyber-physical system with digital devices that perform measurement, control, communication, computation, and actuation…
Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications
Chih-Hong Cheng, Venkatesh Prasad Venkataramanan, Pragya Kirti Gupta +2
We study challenges using reinforcement learning in controlling energy systems, where apart from performance requirements, one has additional safety requirements such as avoiding b…
CPES-QSM: A Quantitative Method Towards the Secure Operation of Cyber-Physical Energy Systems
Juan Ospina, Venkatesh Venkataramanan, Charalambos Konstantinou
Power systems are evolving into cyber-physical energy systems (CPES) due to the integration of modern communication and Internet-of-Things (IoT) devices. CPES security evaluation i…
A Hierarchical Local Electricity Market for a DER-rich Grid Edge
Vineet Jagadeesan Nair, Venkatesh Venkataramanan, Rabab Haider +1
With increasing penetration of DERs in the distribution system, it is critical to design market structures that enable smooth integration of DERs. A hierarchical local electricity…
DER Forecast using Privacy Preserving Federated Learning
Venkatesh Venkataramanan, Sridevi Kaza, Anuradha M. Annaswamy
With increasing penetration of Distributed Energy Resources (DERs) in grid edge including renewable generation, flexible loads, and storage, accurate prediction of distributed gene…
Reinventing the Utility for DERs: A Proposal for a DSO-Centric Retail Electricity Market
Rabab Haider, David D'Achiardi, Venkatesh Venkataramanan +3
The increasing penetration of intermittent renewables, storage devices, and flexible loads is introducing operational challenges in distribution grids. The proper coordination and…