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Azzeddine Bakdi

Observed names: Azzeddine BAKDI, Azzedine Bakdi, Bakdi Azzeddine, Bakdi, Azzeddine
ORCID: 0000-0002-0899-1692
Observed ORCID: 0000-0002-0899-1692
OpenAlex ID: A5070456393
Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems
2021 · Soufiane Belagoune, Noureddine Bali, et al. · Measurement · 329
Optimal path planning and execution for mobile robots using genetic algorithm and adaptive fuzzy-logic control
2016 · Azzeddine Bakdi, Abdelfetah Hentout, et al. · Robotics and Autonomous Systems · 251
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
2020 · Azzeddine Bakdi, Wahiba Bounoua, et al. · International Journal of Electrical Power & Energy Systems · 122
Data-driven state of health modelling—A review of state of the art and reflections on applications for maritime battery systems
2021 · Erik Vanem, Clara Bertinelli Salucci, et al. · Journal of Energy Storage · 101
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Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA
2020 · Wahiba Bounoua, Azzeddine Bakdi · Chemical Engineering Science · 100
Fault detection and diagnosis in a cement rotary kiln using PCA with EWMA-based adaptive threshold monitoring scheme
2017 · Azzeddine Bakdi, Abdelmalek Kouadri, et al. · Control Engineering Practice · 87
AIS-Based Multiple Vessel Collision and Grounding Risk Identification based on Adaptive Safety Domain
2019 · Azzeddine Bakdi, Ingrid Kristine Glad, et al. · Journal of Marine Science and Engineering · 86
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A new adaptive PCA based thresholding scheme for fault detection in complex systems
2017 · Azzeddine Bakdi, Abdelmalek Kouadri · Chemometrics and Intelligent Laboratory Systems · 81
Fullest COLREGs Evaluation Using Fuzzy Logic for Collaborative Decision-Making Analysis of Autonomous Ships in Complex Situations
2022 · Azzeddine Bakdi, Erik Vanem · IEEE Transactions on Intelligent Transportation Systems · 79
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Testbed Scenario Design Exploiting Traffic Big Data for Autonomous Ship Trials Under Multiple Conflicts With Collision/Grounding Risks and Spatio-Temporal Dependencies
2021 · Azzeddine Bakdi, Ingrid Kristine Glad, et al. · IEEE Transactions on Intelligent Transportation Systems · 64
Multiple Instance Learning With Random Forest for Event Logs Analysis and Predictive Maintenance in Ship Electric Propulsion System
2022 · Azzeddine Bakdi, Nicolay Bjorlo Kristensen, et al. · IEEE Transactions on Industrial Informatics · 59
A new robust control scheme: Application for MPP tracking of a PMSG-based variable-speed wind turbine
2021 · Ali Dali, Samir Abdelmalek, et al. · Renewable Energy · 55
A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones
2019 · Azzeddine Bakdi, Abdelmalek Kouadri, et al. · Renewable and Sustainable Energy Reviews · 50
Online monitoring scheme using principal component analysis through Kullback-Leibler divergence analysis technique for fault detection
2019 · Wahiba Bounoua, Amina B Benkara, et al. · Transactions of the Institute of Measurement and Control · 44
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A combined monitoring scheme with fuzzy logic filter for plant-wide Tennessee Eastman Process fault detection
2018 · Mustapha Ammiche, Abdelmalek Kouadri, et al. · Chemical Engineering Science · 43
A Novel Semi-Supervised Learning Approach for State of Health Monitoring of Maritime Lithium-Ion Batteries
2022 · Clara Bertinelli Salucci, Azzeddine Bakdi, et al. · Journal of Power Sources · 40
Design and experimental implementation of a new robust observer-based nonlinear controller for DC-DC buck converters
2020 · Samir Abdelmalek, Ali Dali, et al. · Energy · 40
Nonparametric Kullback-divergence-PCA for intelligent mismatch detection and power quality monitoring in grid-connected rooftop PV
2019 · Azzeddine Bakdi, Wahiba Bounoua, et al. · Energy · 35
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions
2022 · Clara Bertinelli Salucci, Azzeddine Bakdi, et al. · Journal of Energy Storage · 31
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A new effective robust nonlinear controller based on PSO for interleaved DC–DC boost converters for fuel cell voltage regulation
2020 · Samir Abdelmalek, Ali Dali, et al. · Soft Computing · 31
A novel effective nonlinear state observer based robust nonlinear sliding mode controller for a 6 kW Proton Exchange Membrane Fuel Cell voltage regulation
2021 · Ali Dali, Samir Abdelmalek, et al. · Sustainable Energy Technologies and Assessments · 30
Comprehensive learning bat algorithm for optimal coordinated tuning of power system stabilizers and static VAR compensator in power systems
2019 · Bousaadia Baadji, Hamid Bentarzi, et al. · Engineering Optimization · 28
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
2017 · Azzeddine Bakdi, Abdelmalek Kouadri · Journal of Chemometrics · 23
AIS-based near-collision database generation and analysis of real collision avoidance manoeuvres
2021 · Arnstein Vestre, Azzeddine Bakdi, et al. · Journal of Navigation · 15
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A modified Kullback divergence for direct fault detection in large scale systems
2017 · Anis Hamadouche, Abdelmalek Kouadri, et al. · Journal of Process Control · 14
Works count: 44
Citation count: 1,893
H-index: 23
I10-index: 28
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