Sensing of Power System Disturbances using CNN-Aided Tailored BiLSTM Model

C Jana, S Banerjee, S Maur, S Dalai - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Fast and accurate detection of power system disturbance (PSD)-creating events is very
much essential for the safe and reliable operation of today's power distribution network. This …

Malicious DNS detection by combining improved transformer and CNN

H Li, Z Li, S Zhang, X Pu - Scientific Reports, 2024 - nature.com
With the widespread application of the Internet, network security issues have become
increasingly prominent. As an important infrastructure of the Internet, the domain name …

Customized CNN based classification of power system disturbances using recurrence plots

C Jana, S Banerjee, S Maur, S Dalai - Electric Power Systems Research, 2025 - Elsevier
This work proposes a Recurrence Plot (RP) based customized convolution neural network
(CNN) method for the power system disturbance classification of (Distributed Generation) …

A Dual-Path Neural Network for High-Impedance Fault Detection

K Ning, Y Lin, W Song, W Guo, G Li, X Yin… - …, 2025 - search.proquest.com
High-impedance fault detection poses significant challenges for distribution network
maintenance and operation. We propose a dual-path neural network for high-impedance …

Condition Sensing of Overhead Line Insulator Strings Using an Advanced CNN-Based Classifier Based on Infrared Thermography

RK Mandal, S Dalai, C Jana, R Barua… - IEEE Sensors …, 2025 - ieeexplore.ieee.org
This letter proposes an advanced convolutional neural network (CNN)-based classifier for
detecting the contamination level of in-service insulator strings. The goal is to enhance …

Detection and Classification of Power Quality Disturbances in Smart Grids using Detrended Fluctuation Analysis and SVM Classifier

P Das, C Jana, S Banerjee, S Maur… - 2024 IEEE 7th …, 2024 - ieeexplore.ieee.org
Conventional power system networks are being replaced by smart-grid systems, resulting in
reliable, secure, and environmentally friendly systems. Due to the inclusion of renew-able …