Zobrazeno 1 - 10
of 171
pro vyhledávání: '"Nair, Vineet"'
This proposal aims to develop more accurate federated learning (FL) methods with faster convergence properties and lower communication requirements, specifically for forecasting distributed energy resources (DER) such as renewables, energy storage, a
Externí odkaz:
http://arxiv.org/abs/2410.10018
Autor:
Nair, Vineet Jagadeesan
We develop improved physics-informed neural networks (PINNs) for high-order and high-dimensional power system models described by nonlinear ordinary differential equations. We propose some novel enhancements to improve PINN training and accuracy and
Externí odkaz:
http://arxiv.org/abs/2410.07527
We propose a comprehensive approach to increase the reliability and resilience of future power grids rich in distributed energy resources. Our distributed scheme combines federated learning-based attack detection with a local electricity market-based
Externí odkaz:
http://arxiv.org/abs/2407.11571
Autor:
Nair, Vineet J., Venkataramanan, Venkatesh, Srivastava, Priyank, Sarker, Partha S., Srivastava, Anurag, Marinovici, Laurentiu D., Zha, Jun, Irwin, Christopher, Mittal, Prateek, Williams, John, Poor, H. Vincent, Annaswamy, Anuradha M.
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. The increased penetration of distributed energy resources (DERs) tha
Externí odkaz:
http://arxiv.org/abs/2406.14861
We propose a market designed using game theory to optimally utilize the flexibility of distributed energy resources (DERs) like solar, batteries, electric vehicles, and flexible loads. Market agents perform multiperiod optimization to determine their
Externí odkaz:
http://arxiv.org/abs/2406.06844
We propose using a hierarchical retail market structure to alert and dispatch resources to mitigate cyber-physical attacks on a distribution grid. We simulate attacks where a number of generation nodes in a distribution grid are attacked. We show tha
Externí odkaz:
http://arxiv.org/abs/2311.05145
Autor:
Nair, Vineet Jagadeesan
In this paper, we formulate optimization problems to perform optimal transmission switching (OTS) in order to operate power transmission grids most efficiently. In any given electrical network, several of the transmission lines are generally equipped
Externí odkaz:
http://arxiv.org/abs/2309.03154
We propose a hierarchical local electricity market (LEM) at the primary and secondary feeder levels in a distribution grid, to optimally coordinate and schedule distributed energy resources (DER) and provide valuable grid services like voltage contro
Externí odkaz:
http://arxiv.org/abs/2302.06591
Autor:
Indik, Julia H., Nair, Vineet, Rafikov, Ruslan, Nyotowidjojo, Iwan S., Bisla, Jaskanwal, Kansal, Mayank, Parikh, Devang S., Robinson, Melissa, Desai, Anand, Oberoi, Megha, Gupta, Akash, Abbasi, Taimur, Khalpey, Zain, Patel, Amit R., Lang, Roberto M., Dudley, Samuel C., Choi, Bum-Rak, Garcia, Joe G. N., Machado, Roberto F., Desai, Ankit A.
Sudden death is a leading cause of mortality in sickle cell disease, implicating ventricular tachyarrhythmias. Prolonged QTc on an electrocardiogram (ECG), commonly seen with myocardial ischemia, is a known risk for polymorphic ventricular tachycardi
Externí odkaz:
http://hdl.handle.net/10150/622120
http://arizona.openrepository.com/arizona/handle/10150/622120
http://arizona.openrepository.com/arizona/handle/10150/622120
Several examples of Cyber-physical human systems (CPHS) include real-time decisions from humans as a necessary building block for the successful performance of the overall system. Many of these decision-making problems necessitate an appropriate mode
Externí odkaz:
http://arxiv.org/abs/2210.07322