A review of safe reinforcement learning methods for modern power systems

T Su, T Wu, J Zhao, A Scaglione, L Xie - arXiv preprint arXiv:2407.00304, 2024 - arxiv.org
Due to the availability of more comprehensive measurement data in modern power systems,
there has been significant interest in developing and applying reinforcement learning (RL) …

Robust Optimal Power Flow Against Adversarial Attacks: A Tri-Level Optimization Approach

SM Khamaneh, T Wu - arXiv preprint arXiv:2411.08618, 2024 - arxiv.org
In power systems, unpredictable events like extreme weather, equipment failures, and
cyberattacks present significant challenges to ensuring safety and reliability. Ensuring …

[PDF][PDF] Enhancing Energy Flexibility in Electric Vehicle Charging Stations using Reinforcement Learning

AAA Suarez - antonioaslan.com
As the world shifts towards cleaner energy, the integration of renewable energy sources
(RES) poses new challenges for grid stability due to its variable nature. This increased …