4 papers
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.…
Enhanced Rapid Detection of High-impedance Arc Faults in Medium Voltage Electrical Distribution Networks
Kriti Thakur, Divyanshi Dwivedi, K. Victor Sam Moses Babu +5
High-impedance arc faults in AC power systems have the potential to lead to catastrophic accidents. However, significant challenges exist in identifying these faults because of the…
Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective
Kriti Thakur, Divyanshi Dwivedi, K. Victor Sam Moses Babu +4
This comprehensive review paper provides a thorough examination of current advancements and research in the field of arc fault detection for electrical distribution systems. The in…