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Martin Gagnon

Hydro-Québec

SCHOLARLY PAPERS

5

DOWNLOADS

137

TOTAL CITATIONS

1

Scholarly Papers (5)

1.

Data-Driven Modeling of Hydroelectric Turbine Startup Fatigue Load Spectra

Number of pages: 18 Posted: 25 Apr 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Hydro-Québec, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 39 (1,196,171)
Citation 1

Abstract:

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Strain Signal, MultiLayer Perceptron, Hydroelectric Turbine, Rainflow

2.

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

3.

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 30 (1,332,057)

Abstract:

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

4.

Hydroelectric Turbine Blade Dynamic Strain Timeseries Interpolation Across Operating Conditions Using a Variational Autoencoder

Number of pages: 17 Posted: 21 Nov 2024
affiliation not provided to SSRN, Hydro-Québec, 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 27 (1,385,945)

Abstract:

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Interpolation, variational autoencoder, fatigue, Francis turbine, signal generation

5.

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.