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| Showing results 1-33 of 33 |
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2023
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| 1. | Bertinelli Salucci, Clara; Bakdi, Azzeddine; Glad, Ingrid Kristine; Vanem, Erik; De Bin, Riccardo. A novel semi-supervised learning approach for State of Health monitoring of maritime lithium-ion batteries. Journal of Power Sources 2023 ;Volume 556. UiO |
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| 2. | Dali, Ali; Abdelmalek, Samir; Bakdi, Azzeddine; Bettayeb, Maamar. A class of PSO-tuned controllers in Lorenz chaotic system. Mathematics and Computers in Simulation 2023 ;Volume 204. p. 430-449 UiO |
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| 3. | Nguyen, Dong Trong; Trodahl, Marius; Pedersen, Tom Arne; Bakdi, Azzeddine. Verification of collision avoidance algorithms in open sea and full visibility using fuzzy logic. Ocean Engineering 2023 ;Volume 280. p. - UiO NTNU |
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| 4. | Vanem, Erik; Liang, Qin; Ferreira, Carla; Agrell, Christian; Karandikar, Nikita; Wang, Shuai; bruch, maximilian; Bertinelli Salucci, Clara; Grindheim, Christian; Kejvalova, Anna; Alnes, Øystein Åsheim; Thorbjørnsen, Kristian; Bakdi, Azzeddine; Kandepu, Rambabu. DATA-DRIVEN APPROACHES TO DIAGNOSTICS AND STATE OF HEALTH MONITORING OF MARITIME BATTERY SYSTEMS. I: PROCEEDINGS OF THE ANNUAL CONFERENCE OF THE PHM SOCIETY 2023. USA: PHM society 2023 ISBN 978-1-936263-29-5. p. - UiO |
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2022
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| 5. | Bakdi, Azzeddine; Kristensen, Nicolay Bjørlo; Stakkeland, Morten. Multiple Instance Learning With Random Forest for Event Logs Analysis and Predictive Maintenance in Ship Electric Propulsion System. IEEE Transactions on Industrial Informatics 2022 ;Volume 18.(11) p. 7718-7728 UiO |
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| 6. | Bakdi, Azzeddine; Vanem, Erik. Fullest COLREGs Evaluation Using Fuzzy Logic for Collaborative Decision-Making Analysis of Autonomous Ships in Complex Situations. IEEE transactions on intelligent transportation systems (Print) 2022 ;Volume 23.(10) p. 18433-18445 UiO |
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| 7. | Bertinelli Salucci, Clara; Bakdi, Azzeddine; Glad, Ingrid Kristine; Vanem, Erik; De Bin, Riccardo. A novel semi-supervised learning approach for maritime lithium-ion battery monitoring. I: Proceedings of the 36th International Workshop on Statistical Modelling. EUT Edizioni Università di Trieste 2022 ISBN 978-88-5511-309-0. p. 85-90 UiO |
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| 8. | Bertinelli Salucci, Clara; Bakdi, Azzeddine; Glad, Ingrid Kristine; Vanem, Erik; De Bin, Riccardo. Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions. Journal of Energy Storage 2022 ;Volume 52. UiO |
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2021
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| 9. | Bakdi, Azzeddine; Glad, Ingrid Kristine; Vanem, Erik. 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 (Print) 2021 ;Volume 22.(12) UiO |
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| 10. | Belagoune, Soufiane; Bali, Noureddine; Bakdi, Azzeddine; Baadji, Bousaadia; Atif, Karim. Deep learning through LSTM classification and regression for transmission line fault detection, diagnosis and location in large-scale multi-machine power systems. Measurement 2021 ;Volume 177. UiO |
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| 11. | Dali, Ali; Abdelmalek, Samir; Bakdi, Azzeddine; Bettayeb, Maamar. A new robust control scheme: Application for MPP tracking of a PMSG-based variable-speed wind turbine. Renewable Energy 2021 ;Volume 172. p. 1021-1034 UiO |
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| 12. | Dali, Ali; Abdelmalek, Samir; Bakdi, Azzeddine; Bettayeb, Maamar. 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 2021 ;Volume 44. p. 1-11 UiO |
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| 13. | Vanem, Erik; Bertinelli Salucci, Clara; Bakdi, Azzeddine; Alnes, Øystein Åsheim. Data-driven state of health modelling—A review of state of the art and reflections on applications for maritime battery systems. Journal of Energy Storage 2021 ;Volume 43. p. 1-27 UiO |
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| 14. | Vestre, Arnstein; Bakdi, Azzeddine; Vanem, Erik; Engelhardtsen, Øystein. AIS-based near-collision database generation and analysis of real collision avoidance manoeuvres. Journal of navigation 2021 ;Volume 74.(5) p. 1-24 UiO |
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2020
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| 15. | ABDELMALEK, Samir; Dali, Ali; Bakdi, Azzeddine; Bettayeb, Maamar. Design and experimental implementation of a new robust observer-based nonlinear controller for DC-DC buck converters. Energy 2020 ;Volume 213. UiO |
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| 16. | ABDELMALEK, Samir; Dali, Ali; Bettayeb, Maamar; Bakdi, Azzeddine. A new effective robust nonlinear controller based on PSO for interleaved DC–DC boost converters for fuel cell voltage regulation. Soft Computing - A Fusion of Foundations, Methodologies and Applications 2020 ;Volume 24. p. 17051-17064 UiO |
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| 17. | Bakdi, Azzeddine; Bounoua, Wahiba; Guichi, Amar; Mekhilef, Saad. 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 2020 UiO |
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| 18. | Bakdi, Azzeddine; Glad, Ingrid Kristine; Vanem, Erik; Engelhardtsen, Øystein. AIS-Based Multiple Vessel Collision and Grounding Risk Identification based on Adaptive Safety Domain. Journal of Marine Science and Engineering (JMSE) 2020 ;Volume 8.(1) UiO |
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| 19. | Bakdi, Azzeddine; Guichi, Amar; Mekhilef, Saad; Bounoua, Wahiba. GPVS-Faults: Experimental Data for fault scenarios in grid-connected PV systems under MPPT and IPPT modes. Mendeley Data http://dx.doi.org/10.17632/n76t439f65.1 2020 UiO |
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| 20. | Bounoua, Wahiba; Bakdi, Azzeddine. Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA. Chemical Engineering Science (CES) 2020 ;Volume 229. UiO |
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| 21. | Dali, Ali; ABDELMALEK, Samir; GENCER, Altan; Bakdi, Azzeddine; Bettayeb, Maamar. A Generalized Control Strategy for DC-DC Converters used in DC Microgrid with SWT, PV and FC. 2020 2nd Global Power, Energy and Communication Conference (GPECOM); 2020-10-20 - 2020-10-23 UiO |
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2019
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| 22. | ABDELMALEK, Samir; Rezazi, Sarah; Bakdi, Azzeddine; Bettayeb, Maamar. Voltage dips effects detection and compensation for doubly-fed induction generator based wind energy conversion system. Revue Roumaine des Sciences Techniques - Serie Electrotechnique et Energetique 2019 ;Volume 64.(3) p. 199-204 UiO |
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| 23. | Baadji, Bousaadia; Bentarzi, Hamid; Bakdi, Azzeddine. Comprehensive learning bat algorithm for optimal coordinated tuning of power system stabilizers and static VAR compensator in power systems. Engineering optimization (Print) 2019 p. 1-19 UiO |
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| 24. | Bakdi, Azzeddine; Bounoua, Wahiba; Mekhilef, Saad; Halabi, Laith M.. Nonparametric Kullback-divergence-PCA for intelligent mismatchdetection and power quality monitoring in grid-connected rooftop PV. Energy 2019 ;Volume 189. UiO |
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| 25. | Bakdi, Azzeddine; Kouadri, Abdelmalek; Mekhilef, Saad. A data-driven algorithm for online detection of component and system faults in modern wind turbines at different operating zones. Renewable and Sustainable Energy Reviews 2019 ;Volume 103. p. 546-555 UiO |
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| 26. | Bounoua, Wahiba; Benkara, Amina B.; Kouadri, Abdelmalek; Bakdi, Azzeddine. Online Monitoring Scheme Using PCA through Kullback-Leibler Divergence Analysis Technique for Fault Detection. Transactions of the Institute of Measurement and Control 2019 UiO |
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| 27. | Hentout, Abdelfetah; Maoudj, Abderraouf; Guir, Dallel; Saighi, Souhila; Harkat, Mohamed Aures; Hammouche, Mohamed Zakaria; Bakdi, Azzeddine. Collision-free Path Planning for Indoor Mobile Robots Based on Rapidly-exploring Random Trees and Piecewise Cubic Hermite Interpolating Polynomial. International journal of imaging and robotics 2019 ;Volume 19.(03) |
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2018
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| 28. | Ammiche, Mustapha; Kouadri, Abdelmalek; Bakdi, Azzeddine. A combined monitoring scheme with fuzzy logic filter for plant-wide Tennessee Eastman Process fault detection. Chemical Engineering Science (CES) 2018 ;Volume 187. p. 269-279 |
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2017
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| 29. | Bakdi, Azzeddine. A modified Kullback divergence for direct fault detection in large scale systems. Journal of Process Control 2017 UiO |
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| 30. | Bakdi, Azzeddine. A new adaptive PCA based thresholding scheme for fault detection in complex systems. Chemometrics and Intelligent Laboratory Systems 2017 UiO |
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| 31. | Bakdi, Azzeddine. 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. Journal of Chemometrics 2017 UiO |
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| 32. | Bakdi, Azzeddine. Fault detection and diagnosis in a cement rotary kiln using PCA with EWMA-based adaptive threshold monitoring scheme. Control Engineering Practice 2017 UiO |
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| 33. | Bakdi, Azzeddine. Optimal path planning and execution for mobile robots using genetic algorithm and adaptive fuzzy-logic control. Robotics and Autonomous Systems 2017 UiO |
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