Mélanie Lévesque

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 6

Top Topics

Fault Detection

Asset Management

Multimodal Data

Expert Knowledge

Top Venues

Expert Syst. Appl.

Reliab. Eng. Syst. Saf.

Publications

Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
Advancing multimodal diagnostics: Integrating industrial textual data and domain knowledge with large language models. Expert Syst. Appl. 255 (2024)
Sagar Jose, Khanh T. P. Nguyen, Kamal Medjaher, Ryad Zemouri, Mélanie Lévesque, Antoine Tahan
Fault detection and diagnostics in the context of sparse multimodal data and expert knowledge assistance: Application to hydrogenerators. Comput. Ind. 151 (2023)
Olivier Kokoko, Claude Hudon, Mélanie Lévesque, Normand Amyot, Ryad A. Zemouri
Comparison of an Automatic Classification of Partial Dischage Patterns for Large Hydrogenerator. ICPHM (2021)
Ryad A. Zemouri, Mélanie Lévesque, Normand Amyot, Claude Hudon, Olivier Kokoko, Souheil-Antoine Tahan
Deep Convolutional Variational Autoencoder as a 2D-Visualization Tool for Partial Discharge Source Classification in Hydrogenerators. IEEE Access 8 (2020)
Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot, Mélanie Lévesque, Claude Hudon
A holistic multi-failure mode prognosis approach for complex equipment. Reliab. Eng. Syst. Saf. 180 (2018)
Olivier Blancke, Antoine Tahan, Dragan Komljenovic, Normand Amyot, Claude Hudon, Mélanie Lévesque
A hydrogenerator model-based failure detection framework to support asset management. ICPHM (2016)