Antoine Tahan

23 papers C 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Prognostics of complex machinery with sparse multilabel multimodal run-to-failure data: A graph neural network approach.
Adv. Eng. Informatics
Sagar Jose, Ryad Zemouri, Khanh T. P. Nguyen, Kamal Medjaher, Mélanie Lévesque, Antoine Tahan
2024 J jnl
Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models.
Expert Syst. Appl.
Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
2024 — conf
Bridging expert knowledge and sensor measurements for machine fault quantification with large language models.
AIM
Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
2024 J jnl
Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators.
IEEE Access
Helene Bechara, Rony Ibrahim, Ryad Zemouri, Bachir Kedjar, Arezki Merkhouf, Antoine Tahan, Kamal Al-Haddad
2024 C conf
Rotor Fault Diagnosis of Large Hydrogenerators Using Vibration Data and VAE-Desirability Function.
IECON
Rony Ibrahim, Ryad Zemouri, Antoine Tahan, Bachir Kedjar, Kamal Al-Haddad, Arezki Merkhouf
2024 J jnl
System Condition Monitoring Based on a Standardized Latent Space and the Nataf Transform.
IEEE Access
Adaiton Oliveira-Filho, Ryad Zemouri, Francis Pelletier, Antoine Tahan
2023 J jnl
A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts.
J. Comput. Inf. Sci. Eng.
Mehdi Tlija, Anis Korbi, Borhen Louhichi, Antoine Tahan
2023 J jnl
Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators.
Comput. Ind.
Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
2023 J jnl
Hydrogenerator early fault detection: Sparse Dictionary Learning jointly with the Variational Autoencoder.
Eng. Appl. Artif. Intell.
Ryad Zemouri, Rony Ibrahim, Antoine Tahan
2023 J jnl
Predicting the quality of a machined workpiece with a variational autoencoder approach.
J. Intell. Manuf.
Antoine Proteau, Antoine Tahan, Ryad Zemouri, Marc Thomas
2020 J jnl
A Review on Dynamic Stochastic Modeling of the Degradation Process: Case of Maintenance Based on Reliability and a Proposed Approach.
Computación y Sistemas
Bechaier Zemni, Antoine Tahan, Borhen Louhichi, Mohamed Ali Mahjoub
2019 — conf
A Comparative Study of Extraction Cylinder Features in Industrial Point Clouds.
IV (1)
Ibtissem Jbira, Aicha Ben Makhlouf, Borhen Louhichi, Antoine Tahan, Mohamed Ali Mahjoub, Dominique Deneux
2019 — conf
Proposition of a Geometric Complexity Model for Additive Manufacturing Process Based on CAD.
IV (1)
Sabrine Ben Amor, Antoine Tahan, Borhen Louhichi
2019 J jnl
Reproducibility Experimentation among Computer-Aided Inspection Software from a Single Point Cloud.
J. Control. Sci. Eng.
Ibtissem Jbira, Antoine Tahan, Serge Bonsaint, Mohamed Ali Mahjoub, Borhen Louhichi
2018 J jnl
A comparison between aggregation before and after propagation based on a reliability model.
Inf. Sci.
Mounia Berdai, Antoine Tahan, Martin Gagnon
2018 J jnl
A holistic multi-failure mode prognosis approach for complex equipment.
Reliab. Eng. Syst. Saf.
Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot, Mélanie Lévesque, Claude Hudon
2017 J jnl
CAD/Tolerancing integration: Mechanical assembly with form defects.
Adv. Eng. Softw.
Ibtissem Jbira, Mehdi Tlija, Borhen Louhichi, Antoine Tahan
2016 — conf
A hydrogenerator model-based failure detection framework to support asset management.
ICPHM
Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot, Claude Hudon, Mélanie Lévesque
2015 J jnl
A Finite-Element Boundary Condition Setting Method for the Virtual Mounting of Compliant Components.
J. Comput. Inf. Sci. Eng.
Gad N. Abenhaim, Alain Desrochers, Antoine Tahan, Jean Bigeon
2015 J jnl
Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation.
CoRR
Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin
2013 J jnl
Review of phenotypic diversity formulations for diagnostic tool.
Appl. Soft Comput.
Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin
2012 J jnl
Review and Study of Genotypic Diversity Measures for Real-Coded Representations.
IEEE Trans. Evol. Comput.
Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin
2010 J jnl
Genetic algorithms and finite element coupling for mechanical optimization.
Adv. Eng. Softw.
Guillaume Corriveau, Raynald Guilbault, Antoine Tahan