Azzeddine BAKDI

Azzeddine BAKDI

Universitetet i Oslo

H-index: 19

Europe-Norway

About Azzeddine BAKDI

Azzeddine BAKDI, With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at Universitetet i Oslo, specializes in the field of Li-ion batteries, Data analysis, Maritime energy storage systems, Digital twins.

His recent articles reflect a diverse array of research interests and contributions to the field:

Statistical Models for Condition Monitoring and State of Health Estimation of Lithium-Ion Batteries for Ships

Verification of collision avoidance algorithms in open sea and full visibility using fuzzy logic

A novel semi-supervised learning approach for State of Health monitoring of maritime lithium-ion batteries

Data-Driven Approaches to Diagnostics and State of Health Monitoring of Maritime Battery Systems

A class of PSO-tuned controllers in Lorenz chaotic system

Fullest COLREGs evaluation using fuzzy logic for collaborative decision-making analysis of autonomous ships in complex situations

Multiple instance learning with random forest for event logs analysis and predictive maintenance in ship electric propulsion system

A novel semi-supervised learning approach for maritime lithium-ion battery monitoring

Azzeddine BAKDI Information

University

Position

Ph.D. eee PostDoc at

Citations(all)

1224

Citations(since 2020)

1158

Cited By

348

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

24

i10Index(since 2020)

24

Email

University Profile Page

Universitetet i Oslo

Google Scholar

View Google Scholar Profile

Azzeddine BAKDI Skills & Research Interests

Li-ion batteries

Data analysis

Maritime energy storage systems

Digital twins

Top articles of Azzeddine BAKDI

Title

Journal

Author(s)

Publication Date

Statistical Models for Condition Monitoring and State of Health Estimation of Lithium-Ion Batteries for Ships

Journal of Dynamics, Monitoring and Diagnostics

Erik Vanem

Qin Liang

Maximilian Bruch

Gjermund Bøthun

Katrine Bruvik

...

2024/2/29

Verification of collision avoidance algorithms in open sea and full visibility using fuzzy logic

Ocean Engineering

Dong Trong Nguyen

Marius Trodahl

Tom Arne Pedersen

Azzeddine Bakdi

2023/7/15

A novel semi-supervised learning approach for State of Health monitoring of maritime lithium-ion batteries

Journal of Power Sources

Clara Bertinelli Salucci

Azzeddine Bakdi

Ingrid Kristine Glad

Erik Vanem

Riccardo De Bin

2023/2/1

Data-Driven Approaches to Diagnostics and State of Health Monitoring of Maritime Battery Systems

PROCEEDINGS OF THE ANNUAL CONFERENCE OF THE PHM SOCIETY 2023

Erik Vanem

Qin Liang

Carla Ferreira

Christian Agrell

Nikita Karandikar

...

2023

A class of PSO-tuned controllers in Lorenz chaotic system

Mathematics and Computers in Simulation

Ali Dali

Samir Abdelmalek

Azzeddine Bakdi

Maamar Bettayeb

2023/2/1

Fullest COLREGs evaluation using fuzzy logic for collaborative decision-making analysis of autonomous ships in complex situations

IEEE Transactions on Intelligent Transportation Systems

Azzeddine Bakdi

Erik Vanem

2022/3/8

Multiple instance learning with random forest for event logs analysis and predictive maintenance in ship electric propulsion system

IEEE Transactions on Industrial Informatics

Azzeddine Bakdi

Nicolay Bjørlo Kristensen

Morten Stakkeland

2022/1/19

A novel semi-supervised learning approach for maritime lithium-ion battery monitoring

Clara Bertinelli Salucci

Azzeddine Bakdi

Ingrid Kristine Glad

Erik Vanem

Riccardo De Bin

2022

Multivariable fractional polynomials for lithium-ion batteries degradation models under dynamic conditions

Journal of Energy Storage

Clara Bertinelli Salucci

Azzeddine Bakdi

Ingrid Kristine Glad

Erik Vanem

Riccardo De Bin

2022/8/15

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

Sustainable Energy Technologies and Assessments

Ali Dali

Samir Abdelmalek

Azzeddine Bakdi

Maamar Bettayeb

2021/1/20

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

The Journal of Navigation

Arnstein Vestre

Azzeddine Bakdi

Erik Vanem

Øystein Engelhardtsen

2021/5/25

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

Chemical Engineering Science

Wahiba Bounoua

Azzeddine Bakdi

2021/1

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

Measurement

Soufiane Belagoune

Noureddine Bali

Azzeddine Bakdi

Bousaadia Baadji

Karim Atif

2021/3/28

A new robust control scheme: Application for MPP tracking of a PMSG-based variable-speed wind turbine

Renewable Energy

Ali Dali

Samir Abdelmalek

Azzeddine Bakdi

Maamar Bettayeb

2021/3/27

Simple statistical models and sequential deep learning for lithium-ion batteries degradation under dynamic conditions: Fractional polynomials vs neural networks

arXiv preprint arXiv:2102.08111

Clara B Salucci

Azzeddine Bakdi

Ingrid Kristine Glad

Erik Vanem

Riccardo De Bin

2021/2

Testbed Scenario Design Exploiting Traffic Big Data for Autonomous Ship Trials Under Multiple Conflicts With Collision/Grounding Risks and Spatio-Temporal Dependencies

IEEE Transactions on Intelligent Transportation Systems

Azzeddine Bakdi

Ingrid Kristine Glad

Erik Vanem

2021/12

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

Azzeddine Bakdi

Wahiba Bounoua

Amar Guichi

Saad Mekhilef

2021/2

Data-driven state of health modelling—A review of state of the art and reflections on applications for maritime battery systems

Erik Vanem

Clara Bertinelli Salucci

Azzeddine Bakdi

Øystein Å sheim Alnes

2021/11/1

GPVS-Faults: Experimental Data for fault scenarios in grid-connected PV systems under MPPT and IPPT modes

Azzeddine Bakdi

Amar Guichi

Saad Mekhilef

Wahiba Bounoua

2020/8/28

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

Transactions of the Institute of Measurement and Control

Wahiba Bounoua

Amina B Benkara

Abdelmalek Kouadri

Azzeddine Bakdi

2020/4

See List of Professors in Azzeddine BAKDI University(Universitetet i Oslo)

Co-Authors

H-index: 107
Prof. Dr. Saad Mekhilef, IEEE Fellow

Prof. Dr. Saad Mekhilef, IEEE Fellow

Universiti Malaya

H-index: 46
Maamar Bettayeb

Maamar Bettayeb

University of Sharjah

H-index: 21
Ingrid Kristine Glad

Ingrid Kristine Glad

Universitetet i Oslo

H-index: 15
Samir ABDELMALEK

Samir ABDELMALEK

Université Hassiba Ben Bouali de Chlef

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