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Wahiba Bounoua

PhD Research Fellow

D3064 ( Jon Lilletuns vei 9, Grimstad )

I am Wahiba Bounoua, a Ph.D. research fellow in mechatronics at the University of Agder, Norway. I obtained a bachelor’s degree in Electrical and Electronics Engineering and a master's degree in Control Engineering from the Institute of Electrical and Electronics Engineering, Algeria. I have extensive interests in statistical signal processing and machine learning techniques developed for industrial applications, that foster safety, availability and reliability.



Bounoua, W., Aftab, M. F., & Omlin, C. W. P. (2023). "Online detrended fluctuation analysis and improved empirical wavelet transform for real-time oscillations detection in industrial control loops". Computers & Chemical Engineering, 108173. https://doi.org/10.1016/j.compchemeng.2023.108173

Bounoua, W., Aftab, M. F., & Omlin, C. W. P. (2022). "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". Industrial & Engineering Chemistry Research, acs.iecr.2c02785. https://doi.org/10.1021/acs.iecr.2c02785  

Selected publications

  1. Bounoua, W., & Bakdi, A. (2021). Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA. Chemical Engineering Science, 229, 116099. https://doi.org/10.1016/j.ces.2020.116099  
  2. Bakdi, A., Bounoua, W., Guichi, A., & Mekhilef, S. (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. International Journal of Electrical Power & Energy Systems, 125, 106457. https://doi.org/10.1016/j.ijepes.2020.106457   
  3. Bounoua, W., Benkara, A. B., Kouadri, A., & Bakdi, A. (2020). Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection. Transactions of the Institute of Measurement and Control, 42(6), 1225–1238. https://doi.org/10.1177/0142331219888370  
  4. Bakdi, A., Bounoua, W., Mekhilef, S., & Halabi, L. M. (2019). Nonparametric Kullback-divergence-PCA for intelligent mismatch detection and power quality monitoring in grid-connected rooftop PV. Energy, 189, 116366. https://doi.org/10.1016/j.energy.2019.116366  

Scientific publications

Last changed: 18.02.2023 20:02