Azzeddine Bakdi

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 · 263 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +9

Optimal path planning and execution for mobile robots using genetic algorithm and adaptive fuzzy-logic control

Azzeddine Bakdi, Abdelfetah Hentout, Hakim Boutami et al. · Robotics and Autonomous Systems · 2016 · 242 citations

Path Planning, Fuzzy Logic, Trajectory Planning +8

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

Fault detection and diagnosis in a cement rotary kiln using PCA with EWMA-based adaptive threshold monitoring scheme

Azzeddine Bakdi, Abdelmalek Kouadri, Abderazak Bensmail · Control Engineering Practice · 2017 · 84 citations

Fault Diagnosis, Condition Monitoring, Engineering +7