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All Stories

  1. Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems

    Article • Measurement, June 2021, Elsevier

    Dr. Azzeddine BAKDI

  2. AIS-based near-collision database generation and analysis of real collision avoidance manoeuvres

    Article • Journal of Navigation, May 2021, Cambridge University Press

    Dr. Azzeddine BAKDI

  3. A novel effective nonlinear state observer based robust nonlinear sliding mode controller for a 6 kW Proton Exchange Membrane Fuel Cell voltage regulation

    Article • Sustainable Energy Technologies and Assessments, April 2021, Elsevier

    Dr. Azzeddine BAKDI

  4. 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

    Article • International Journal of Electrical Power & Energy Systems, February 2021, Elsevier

    Dr. Azzeddine BAKDI

  5. Design and experimental implementation of a new robust observer-based nonlinear controller for DC-DC buck converters

    Article • Energy, December 2020, Elsevier

    Dr. Azzeddine BAKDI

  6. A Generalized Control Strategy for DC-DC Converters used in DC Microgrid with SWT, PV and FC

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Azzeddine BAKDI

  7. Fault detection & diagnosis, correlation dimension, fractal analysis dynamic kernel PCA

    Article • Chemical Engineering Science, September 2020, Elsevier

    Dr. Azzeddine BAKDI

  8. A new effective robust nonlinear controller based on PSO for interleaved DC–DC boost converters for fuel cell voltage regulation

    Article • Soft Computing, May 2020, Springer Science + Business Media

    Dr. Azzeddine BAKDI

  9. AIS-Based Multiple Vessel Collision and Grounding Risk Identification based on Adaptive Safety Domain

    Article • Journal of Marine Science and Engineering, December 2019, MDPI AG

    Dr. Azzeddine BAKDI

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

    Article • Transactions of the Institute of Measurement and Control, December 2019, SAGE Publications

    Dr. Azzeddine BAKDI, Wahiba Bounoua

  11. Comprehensive learning bat algorithm for optimal coordinated tuning of power system stabilizers and static VAR compensator in power systems

    Article • Engineering Optimization, November 2019, Taylor & Francis

    Dr. Azzeddine BAKDI, Pr Hamid Bentarzi

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

    Article • Energy, October 2019, Elsevier

    Dr. Azzeddine BAKDI

  13. A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones

    Article • Renewable and Sustainable Energy Reviews, April 2019, Elsevier

    Dr. Azzeddine BAKDI

  14. A combined monitoring scheme with fuzzy logic filter for plant-wide Tennessee Eastman Process fault detection

    Article • Chemical Engineering Science, September 2018, Elsevier

    Dr. Azzeddine BAKDI, kouadri Abdelmalek

  15. An improved plant-wide fault detection scheme based on PCA and adaptive threshold for reliable process monitoring: Application on the new revised model of Tennessee Eastman process

    Article • Journal of Chemometrics, December 2017, Wiley

    Dr. Azzeddine BAKDI, kouadri Abdelmalek

  16. A modified Kullback divergence for direct fault detection in large scale systems

    Article • Journal of Process Control, November 2017, Elsevier

    Dr. Azzeddine BAKDI

  17. Improved process monitoring using PCA methods and adaptive threshold scheme

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Azzeddine BAKDI

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

    Article • Control Engineering Practice, September 2017, Elsevier

    Dr. Azzeddine BAKDI

  19. A new adaptive PCA based thresholding scheme for fault detection in complex systems

    Article • Chemometrics and Intelligent Laboratory Systems, March 2017, Elsevier

    Dr. Azzeddine BAKDI

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

    Article • Robotics and Autonomous Systems, March 2017, Elsevier

    Dr. Azzeddine BAKDI