IEEE

Structural Approach to Convolutional Neural Network Trained With Novel Scaled Matrix Image for Pseudo Real-Time Power Quality Event Monitoring

Abstract: The trend of integrating different distributed generation sources into the existing grid have increased the probability of power quality disturbances to a threatening level. Eventually, ...
IEEE

LSTM Recurrent Neural Network Classifier for High Impedance Fault Detection in Solar PV Integrated Power System

Abstract: This paper presents the detection of High Impedance Fault (HIF) in solar Photovoltaic (PV) integrated power system using recurrent neural network-based Long Short-Term Memory (LSTM) approach ...
GitHub

Temporal-wise Attention Spiking Neural Networks for Event Streams Classification

How to effectively and efficiently deal with spatio-temporal event streams, where the events are generally sparse and non-uniform and have the us temporal resolution, is of great value and has various ...