14 papers · 1 filter
FaultXformer: A Transformer-Encoder Based Fault Classification and Location Identification model in PMU-Integrated Active Electrical Distribution System
Kriti Thakur, Alivelu Manga Parimi, Mayukha Pal
Accurate fault detection and localization in electrical distribution systems is crucial, especially with the increasing integration of distributed energy resources (DERs), which in…
Data-Driven Linearization based Arc Fault Prediction in Medium Voltage Electrical Distribution System
Mihir Sinha, Kriti Thakur, Prasanta K. Panigrahi +2
High-impedance arc faults (HIAFs) in medium-voltage electrical distribution systems are difficult to detect due to their low fault current levels and nonlinear transient behavior.…
Fault Detection in Electrical Distribution System using Autoencoders
Sidharthenee Nayak, Victor Sam Moses Babu, Chandrashekhar Narayan Bhende +2
In recent times, there has been considerable interest in fault detection within electrical power systems, garnering attention from both academic researchers and industry profession…
Game Theoretic Resilience Recommendation Framework for CyberPhysical Microgrids Using Hypergraph MetaLearning
S Krishna Niketh, Prasanta K Panigrahi, V Vignesh +1
This paper presents a physics-aware cyberphysical resilience framework for radial microgrids under coordinated cyberattacks. The proposed approach models the attacker through a hyp…
Game-Theoretic Resilience Framework for Cyber-Physical Microgrids using Multi-Agent Reinforcement Learning
S Krishna Niketh, Sagar Babu Mitikiri, V Vignesh +2
The increasing reliance on cyber physical infrastructure in modern power systems has amplified the risk of targeted cyber attacks, necessitating robust and adaptive resilience stra…
Agentic-AI based Mathematical Framework for Commercialization of Energy Resilience in Electrical Distribution System Planning and Operation
Aniket Johri, Divyanshi Dwivedi, Mayukha Pal
The increasing vulnerability of electrical distribution systems to extreme weather events and cyber threats necessitates the development of economically viable frameworks for resil…