crossrefApplied Sciences2025-09-30Cited by 3
Robustness of Machine Learning and Deep Learning Models for Power Quality Disturbance Classification: A Cross-Platform Analysis
José Carlos Palomares-Salas, Sergio Aguado-González, José María Sierra-Fernández
Accurate and robust power quality disturbance (PQD) classification is critical for modern electrical grids, particularly in noisy environments. This study presents a comprehensive comparative evaluation of machine learning (ML) and deep learning (DL) models for automatic PQD iden…