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Antoine Tahan

affiliation not provided to SSRN

SCHOLARLY PAPERS

8

DOWNLOADS

534

TOTAL CITATIONS

4

Scholarly Papers (8)

1.

Advancing Multimodal Diagnostics: Integrating Industrial Textual Data and Domain Knowledge with Large Language Models

Number of pages: 33 Posted: 16 May 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 253 (303,770)
Citation 3

Abstract:

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Fault detection and diagnostics, large language model, expert knowledge, technical language processing, multimodal data

2.

A Modular Deep Learning Methodology for Multi-Fault Machine Health Diagnostics from Sparse and Imbalanced Multimodal Data

Number of pages: 45 Posted: 16 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 82 (809,932)
Citation 1

Abstract:

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modular deep learning, multimodal data, sparse data, mixture of experts, fault detection and diagnostics

3.

Prognostics of Complex Machinery with Sparse Multilabel Multimodal Run-to-Failure Data: A Graph Neural Network Approach

Number of pages: 37 Posted: 29 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 70 (875,328)

Abstract:

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Prognostics and health management, graph neural network, multimodal data, sparse data, Deep Learning

4.

A Disassembly Time Estimation Model Under End-of-Life Conditions: Application to Electric Vehicles

Number of pages: 18 Posted: 27 Mar 2026
École De Technologie Supérieure - Department of Mechanical Engineering, École De Technologie Supérieure, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,332,057)

Abstract:

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Disassembly, Probabilistic Correction, Disassembly Time Estimation, Design for disassembly, Electric Vehicle.

5.

Towards a General Methodology for Indirect Measurements with Uncertainty Quantification in Renewable Energy Assets: A Case Study on Cavitation

Number of pages: 37 Posted: 17 Sep 2025 Last Revised: 27 Dec 2025
affiliation not provided to SSRN, Hydro-Québec and affiliation not provided to SSRN
Downloads 33 (1,277,121)

Abstract:

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Indirect measurements, Virtual sensors, Uncertainty quantification, Conformal predictions, Renewable energies, Cavitation

6.

Diagnostic of Erosive Cavitation in Hydraulic Turbines from Indirect Measurements Using SCADA Data With Uncertainty Quantification

Number of pages: 36 Posted: 27 Feb 2026
affiliation not provided to SSRN, Hydro-Québec and affiliation not provided to SSRN
Downloads 29 (1,332,057)

Abstract:

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Erosive cavitation, Indirect Measurements, uncertainty quantification, Diagnostic, Prognostics and health management.

7.

Experimental Repeatability Modeling and Accuracy Assement of a Robotic Measurment-Assisted Jigless Assembly System Using iGPS

Number of pages: 24 Posted: 12 Jan 2026
William Babin, Antoine Tahan and Ahmed Joubair
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,448,301)

Abstract:

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Measurement-Assisted Assembly, Jigless Assembly, Industrial
Robot Accuracy, Robot Pose Repeatability, Uncertainty Evaluation, iGPS, Large-Scale Metrology, Experimental validation

8.

Remaining Useful Life Prediction for Gradual Thermal Anomalies in Wind Turbines Using SCADA Data

Number of pages: 34 Posted: 24 Jun 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Hydro-Québec and affiliation not provided to SSRN
Downloads 8

Abstract:

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Remaining useful life, Prognosis, Wind turbines, SCADA, Uncertainty quantification, Conformal prediction.