33 citations · 125 across the 10 of their papers we have counts for
3 papers · 1 filter
Recurrence Plot and Change Quantile-based Deep Supervised and Semi-supervised Protection for Transmission Lines Connected to Photovoltaic Plants
Pallav Kumar Bera, Samita Rani Pani
Conventional relays encounter difficulties in protecting transmission lines (TLs) connected to converter-based energy sources (CBESs) due to the influence of power electronics on f…
Identification of High Impedance Faults Utilizing Recurrence Plots
Pallav Kumar Bera, Samita Rani Pani, Rajesh Kumar
This paper presents a systematic approach to detecting High Impedance Faults (HIFs) in medium voltage distribution networks using recurrence plots and machine learning. We first si…
Predicting Cascading Failures in Power Systems using Machine Learning
Samita Rani Pani, Pallav Kumar Bera, Rajat Kanti Samal
Cascading failure studies help assess and enhance the robustness of power systems against severe power outages. Onset time is a critical parameter in the analysis and management of…