Data-Driven Model Predictive Control for Fast-Frequency Support

A Rai, N Bhujel, U Tamrakar… - 2023 IEEE Energy …, 2023 - ieeexplore.ieee.org
Low-inertia microgrids experience significant frequency deviations compared to bulk-power
systems. In such microgrids, energy storage systems (ESSs) can be a viable option to …

A Soft Actor-Critic Approach for Power System Fast Frequency Response

P Aslami, T Aryal, N Bhujel, A Rai… - 2023 North …, 2023 - ieeexplore.ieee.org
As the integration of renewable energy sources (RES) is increasing in the electric grid, the
level of inertia is decreasing which makes frequency stability in the power grid more …

Power System Frequency Dynamics Modeling, State Estimation, and Control using Neural Ordinary Differential Equations (NODEs) and Soft Actor-Critic (SAC) …

P Aslami, T Aryal, A Rai, N Bhujel… - ACM SIGAPP Applied …, 2024 - dl.acm.org
With the global energy transition of the electric power system, grid control, supervision, and
protection is becoming more challenging. With the increasing integration of renewable …

Optimization-based Integrated Voltage and Frequency Support for Microgrids using Energy Storage Systems

N Bhujel - 2024 - digitalcommons.library.umaine.edu
Microgrids have emerged as a promising solution for ensuring the reliability and resilience
of future grids, especially with the increasing integration of distributed energy resources …