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 …

A Real-Time Digital Simulator Accelerated Reinforcement Learning Training Environment for Power System Frequency Dynamics

P Aslami, T Aryal, N Bhujel… - 2024 56th North …, 2024 - ieeexplore.ieee.org
Ahstract-The growing integration of distributed energy resources (DERs), power electronic
devices, and flexible loads in power systems is increasing the complexity and uncertainty in …

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 …