Wahiba Bounoua

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

Azzeddine Bakdi, Wahiba Bounoua, Amar Guichi et al. · International Journal of Electrical Power & Energy Systems · 2020 · 103 citations · Full text

Fault Diagnosis, Engineering, Computer Engineering +6

Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA

Wahiba Bounoua, Azzeddine Bakdi · Chemical Engineering Science · 2020 · 91 citations · Full text

Fault Diagnosis, Engineering, Correlation Dimension +9

Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection

Wahiba Bounoua, Amina B Benkara, Abdelmalek Kouadri et al. · Transactions of the Institute of Measurement and Control · 2019 · 39 citations · Full text

Fault Diagnosis, Engineering, Diagnosis +21

Nonparametric Kullback-divergence-PCA for intelligent mismatch detection and power quality monitoring in grid-connected rooftop PV

Azzeddine Bakdi, Wahiba Bounoua, Saad Mekhilef et al. · Energy · 2019 · 32 citations · Full text

Engineering, Data Science, Smart Grid +10

Online detrended fluctuation analysis and improved empirical wavelet transform for real-time oscillations detection in industrial control loops

Wahiba Bounoua, Muhammad Faisal Aftab, Christian W. Omlin · Computers & Chemical Engineering · 2023 · 12 citations · Full text

Engineering, Measurement, Wavelet Analysis +19