6 papers
DynaTrust-VVC: Directional Physics-Informed Trust-Based Detection and Mitigation for Cyber-Resilient Multi-Agent Volt--VAR Control
Md Fazley Rafy, Kamrul Hasan, Anurag K. Srivastava
Distributed Volt--VAR control relies on voltage measurements and is therefore vulnerable to false-data injection. Neighbor corroboration can distinguish an isolated corrupted measu…
Holonic Graceful Transitions Across Centralized, Decentralized, Distributed, and Local Control in DER-rich Cyber-Power Distribution System
Md Fazley Rafy, Niloy Patari, Anurag K. Srivastava
The increasing penetration of distributed energy resources (DERs) in distribution system necessitates adaptive coordination frameworks. These frameworks must remain optimal during…
Large Language Model Assisted Operational Monitoring for Battery Energy Storage System Integrated Power Distribution Networks
Azmeer Akhtar, Md Fazley Rafy, Anurag K. Srivastava
Battery energy storage systems (BESS) are increasingly used in distribution networks for voltage regulation and demand response, which increases the volume and complexity of operat…
TwinGridShield: Consequence-Aware Runtime Authorization for LLM Grid-Agent Actions
Md Fazley Rafy
Large language model (LLM)-assisted energy-management tools can translate natural-language context into structured grid commands, but syntactic validity does not imply physical adm…
Battery health prognosis using Physics-informed neural network with Quantum Feature mapping
Muhammad Imran Hossain, Md Fazley Rafy, Sarika Khushalani Solanki +1
Accurate battery health prognosis using State of Health (SOH) estimation is essential for the reliability of multi-scale battery energy storage, yet existing methods are limited in…
Real-Time Control and Monitoring of Photovoltaic Arrays Using RTDS and BeagleBoard Technology
Md Fazley Rafy
Increasing integration of alternate electricity generation due to declining fossil fuels is becoming an essential option for future generations. As photovoltaic technology brings f…