| Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA W Bounoua, A Bakdi Chemical Engineering Science 229, 116099, 2021 | 75 | 2021 |
| Real-time fault detection in PV systems under MPPT using PMU and high-frequency multi-sensor data through online PCA-KDE-based multivariate KL divergence A Bakdi, W Bounoua, A Guichi, S Mekhilef International Journal of Electrical Power & Energy Systems 125, 106457, 2021 | 65 | 2021 |
| Nonparametric Kullback-divergence-PCA for intelligent mismatch detection and power quality monitoring in grid-connected rooftop PV A Bakdi, W Bounoua, S Mekhilef, LM Halabi Energy 189, 116366, 2019 | 36 | 2019 |
| Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection W Bounoua, AB Benkara, A Kouadri, A Bakdi Transactions of the Institute of Measurement and Control 42 (6), 1225-1238, 2020 | 35 | 2020 |
| Controller performance monitoring: A survey of problems and a review of approaches from a data-driven perspective with a focus on oscillations detection and diagnosis W Bounoua, MF Aftab, CWP Omlin Industrial & Engineering Chemistry Research 61 (49), 17735-17765, 2022 | 11 | 2022 |
| GPVS-Faults: Experimental Data for fault scenarios in grid-connected PV systems under MPPT and IPPT modes A Bakdi, A Guichi, S Mekhilef, W Bounoua Mendeley Data 1, 78, 2020 | 7 | 2020 |
| Online detrended fluctuation analysis and improved empirical wavelet transform for real-time oscillations detection in industrial control loops W Bounoua, MF Aftab, CWP Omlin Computers & Chemical Engineering 172, 108173, 2023 | 5 | 2023 |
| Improved extended empirical wavelet transform for accurate multivariate oscillation detection and characterisation in plant-wide industrial control loops W Bounoua, MF Aftab Journal of Process Control 138, 103226, 2024 | | 2024 |
| Stiction detection in industrial control valves using Poincaré plot-based convolutional neural networks W Bounoua, MF Aftab, CWP Omlin IFAC-PapersOnLine 56 (2), 11687-11692, 2023 | | 2023 |
