Mélanie Lévesque

According to our database, Mélanie Lévesque authored at least 7 papers between 2016 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

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

2021

Comparison of an Automatic Classification of Partial Dischage Patterns for Large Hydrogenerator.

Olivier Kokoko, Claude Hudon, Mélanie Lévesque, Normand Amyot, Ryad A. Zemouri

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

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

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

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