Performance Evaluation of Discrete Wavelet Transform and Machine Learning Based Techniques for Classifying Power Quality Disturbances

U Sipai, R Jadeja, N Kothari, T Trivedi… - IEEE …, 2024 - ieeexplore.ieee.org
This paper evaluates the performance of six different machine learning (ML) algorithms for
classifying power quality disturbances (PQDs), with statistical features extracted using …

Time–Frequency Convolution Neural Network for Classification of Single and Combined Power Quality Disturbances

U Sipai, R Jadeja, N Kothari, T Trivedi… - … Conference on Cognitive …, 2023 - Springer
Abstract Detecting and classifying Power Quality Disturbances (PQDs) is crucial for
maintaining the reliable and efficient operation of electrical power systems. This paper …