A fault recognition method for transmission systems based on independent component analysis and convolutional neural networks

A Fast Fixed-Point Algorithm for Independent Component Analysis

Aapo Hyvärinen, Erkki Oja · Neural Computation · 1997 · 3.4K citations

Computing, Computer Science, Feature Engineering +11

Source separation using single channel ICA

Mike E. Davies, Christopher J. James · Signal Processing · 2007 · 304 citations

Engineering, Electrical Engineering, Sensor Fusion +5

Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems

Soufiane Belagoune, Noureddine Bali, Azzeddine Bakdi et al. · Measurement · 2021 · 280 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Deep-Learning-Based Fault Classification Using Hilbert–Huang Transform and Convolutional Neural Network in Power Distribution Systems

Mou‐Fa Guo, Nien‐Che Yang, Wei-Fan Chen · IEEE Sensors Journal · 2019 · 228 citations

Computing, Computer Science, Electrical Engineering +17

Self attention convolutional neural network with time series imaging based feature extraction for transmission line fault detection and classification

Shahriar Rahman Fahim, Yeahia Sarker, Subrata K. Sarker et al. · Electric Power Systems Research · 2020 · 178 citations

Computing, Computer Science, Electrical Engineering +17