no code implementations • 12 Mar 2024 • Buxin She, Hisham Mahmood, Marcelo Elizondo, Veronica Adetola, Yuqing Dong
As offshore wind farms (OWFs) become increasingly prevalent in Northern California and Southern Oregon, they introduce faster dynamics into the Western Electricity Coordinating Council (WECC) system, reshaping its dynamic behavior.
no code implementations • 21 Nov 2023 • Sayak Mukherjee, Ramij R. Hossain, Sheik M. Mohiuddin, YuAn Liu, Wei Du, Veronica Adetola, Rohit A. Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
Improving system-level resiliency of networked microgrids is an important aspect with increased population of inverter-based resources (IBRs).
no code implementations • 17 Dec 2022 • Sayak Mukherjee, Ramij R. Hossain, YuAn Liu, Wei Du, Veronica Adetola, Sheik M. Mohiuddin, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
This paper presents a novel federated reinforcement learning (Fed-RL) methodology to enhance the cyber resiliency of networked microgrids.
no code implementations • 15 Sep 2022 • Thanh Long Vu, Sayak Mukherjee, Veronica Adetola
Networking of microgrids can provide the operational flexibility needed for the increasing number of DERs deployed at the distribution level and supporting end-use demand when there is loss of the bulk power system.
no code implementations • 28 Mar 2022 • Nawaf Nazir, Thiagarajan Ramachandran, Saptarshi Bhattacharya, Ankit Singhal, Soumya Kundu, Veronica Adetola
An inner-approximation of the set of adversarial events which can be mitigated by the available flexibility is constructed using an optimization based approach.
no code implementations • 21 Dec 2021 • Soumya Kundu, Saptarshi Bhattacharya, Himanshu Sharma, Veronica Adetola
This report documents recent technical work on developing and validating stochastic occupancy models in commercial buildings, performed by the Pacific Northwest National Laboratory (PNNL) as part of the Sensor Impact Evaluation and Verification project under the U. S. Department of Energy (DOE) Building Technologies Office (BTO).
no code implementations • 21 Mar 2021 • Milan Jain, Soumya Kundu, Arnab Bhattacharya, Sen Huang, Vikas Chandan, Nikitha Radhakrishnan, Veronica Adetola, Draguna Vrabie
For effective integration of building operations into the evolving demand response programs of the power grid, real-time decisions concerning the use of building appliances for grid services must excel on multiple criteria, ranging from the added value to occupants' comfort to the quality of the grid services.
no code implementations • 1 Feb 2021 • Sayak Mukherjee, Veronica Adetola
This paper presents a secure reinforcement learning (RL) based control method for unknown linear time-invariant cyber-physical systems (CPSs) that are subjected to compositional attacks such as eavesdropping and covert attack.