Souheil-Antoine Tahan

According to our database, Souheil-Antoine Tahan authored at least 25 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models.

Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan

Expert Syst. Appl., 2024

System Condition Monitoring Based on a Standardized Latent Space and the Nataf Transform.

Adaiton Oliveira-Filho, Ryad Zemouri, Francis Pelletier, Antoine Tahan

IEEE Access, 2024

Review of Artificial Intelligence Methods for Faults Monitoring, Diagnosis, and Prognosis in Hydroelectric Synchronous Generators.

Helene Bechara, Rony Ibrahim, Ryad Zemouri, Bachir Kedjar, Arezki Merkhouf, Antoine Tahan, Kamal Al-Haddad

IEEE Access, 2024

Bridging expert knowledge and sensor measurements for machine fault quantification with large language models.

Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2024

2023

Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators.

Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan

Comput. Ind., October, 2023

Hydrogenerator early fault detection: Sparse Dictionary Learning jointly with the Variational Autoencoder.

Ryad Zemouri, Rony Ibrahim, Antoine Tahan

Eng. Appl. Artif. Intell., April, 2023

Predicting the quality of a machined workpiece with a variational autoencoder approach.

Antoine Proteau, Antoine Tahan, Ryad Zemouri, Marc Thomas

J. Intell. Manuf., February, 2023

A Computer-Aided Design-Based Tolerance Analysis of Assemblies With Form Defects and Deformations of Nonrigid Parts.

Mehdi Tlija, Anis Korbi, Borhen Louhichi, Antoine Tahan

J. Comput. Inf. Sci. Eng., 2023

2020

A Review on Dynamic Stochastic Modeling of the Degradation Process: Case of Maintenance Based on Reliability and a Proposed Approach.

Bechaier Zemni, Antoine Tahan, Borhen Louhichi, Mohamed Ali Mahjoub

Computación y Sistemas, 2020

Deep Convolutional Variational Autoencoder as a 2D-Visualization Tool for Partial Discharge Source Classification in Hydrogenerators.

Ryad A. Zemouri, Mélanie Lévesque, Normand Amyot, Claude Hudon, Olivier Kokoko, Souheil-Antoine Tahan

IEEE Access, 2020

2019

Reproducibility Experimentation among Computer-Aided Inspection Software from a Single Point Cloud.

Ibtissem Jbira, Antoine Tahan, Serge Bonsaint, Mohamed Ali Mahjoub, Borhen Louhichi

J. Control. Sci. Eng., 2019

A Comparative Study of Extraction Cylinder Features in Industrial Point Clouds.

Ibtissem Jbira, Aicha Ben Makhlouf, Borhen Louhichi, Antoine Tahan, Mohamed Ali Mahjoub, Dominique Deneux

Proceedings of the 23rd International Conference on Information Visualisation, 2019

Proposition of a Geometric Complexity Model for Additive Manufacturing Process Based on CAD.

Sabrine Ben Amor, Antoine Tahan, Borhen Louhichi

Proceedings of the 23rd International Conference on Information Visualisation, 2019

2018

A holistic multi-failure mode prognosis approach for complex equipment.

Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot, Mélanie Lévesque, Claude Hudon

Reliab. Eng. Syst. Saf., 2018

A comparison between aggregation before and after propagation based on a reliability model.

Mounia Berdai, Antoine Tahan, Martin Gagnon

Inf. Sci., 2018

2017

CAD/Tolerancing integration: Mechanical assembly with form defects.

Ibtissem Jbira, Mehdi Tlija, Borhen Louhichi, Antoine Tahan

Adv. Eng. Softw., 2017

2016

A hydrogenerator model-based failure detection framework to support asset management.

Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot, Claude Hudon, Mélanie Lévesque

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016

2015

A Finite-Element Boundary Condition Setting Method for the Virtual Mounting of Compliant Components.

Gad N. Abenhaim, Alain Desrochers, Antoine Tahan, Jean Bigeon

J. Comput. Inf. Sci. Eng., 2015

Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation.

Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin

CoRR, 2015

An algorithm for CAD tolerancing integration: Generation of assembly configurations according to dimensional and geometrical tolerances.

Borhen Louhichi, Mehdi Tlija, Abdelmajid Benamara, Souheil-Antoine Tahan

Comput. Aided Des., 2015

A virtual fixture using a FE-based transformation model embedded into a constrained optimization for the dimensional inspection of nonrigid parts.

Gad N. Abenhaim, Alain Desrochers, Souheil-Antoine Tahan, Jean Bigeon

Comput. Aided Des., 2015

2014

Synthesis of Differentially Driven Planar Cable Parallel Manipulators.

Hamed Khakpour, Lionel Birglen, Souheil-Antoine Tahan

IEEE Trans. Robotics, 2014

2013

Review of phenotypic diversity formulations for diagnostic tool.

Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin

Appl. Soft Comput., 2013

2012

Review and Study of Genotypic Diversity Measures for Real-Coded Representations.

Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin

IEEE Trans. Evol. Comput., 2012

2010

Genetic algorithms and finite element coupling for mechanical optimization.

Guillaume Corriveau, Raynald Guilbault, Antoine Tahan

Adv. Eng. Softw., 2010