33 citations · 77 across the 6 of their papers we have counts for
7 papers
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…
A Hybrid Intelligent System for Protection of Transmission Lines Connected to PV Farms based on Linear Trends
Pallav Kumar Bera, Samita Rani Pani, Can Isik +1
Conventional relays face challenges for transmission lines connected to inverter-based resources (IBRs). In this article, a single-ended intelligent protection of the transmission…
Autoregressive Coefficients based Intelligent Protection of Transmission Lines Connected to Type-3 Wind Farms
Pallav Kumar Bera, Vajendra Kumar, Samita Rani Pani +1
Protective relays can mal-operate for transmission lines connected to doubly fed induction generator (DFIG) based large capacity wind farms (WFs). The performance of distance relay…
Detection of High Impedance Faults in Microgrids using Machine Learning
Pallav Kumar Bera, Vajendra Kumar, Samita Rani Pani +1
This article presents differential protection of the distribution line connecting a wind farm in a microgrid. Machine Learning (ML) based models are built using differential featur…
Detection and Classification of Internal Faults in Power Transformers using Tree-based Classifiers
Samita Rani Pani, Pallav Kumar Bera, Vajendra Kumar
This paper proposes a Decision Tree (DT) based detection and classification of internal faults in a power transformer. The faults are simulated in Power System Computer Aided Desig…