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Patrick Dumond
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Proceedings Papers

Data Augmentation for Roller Bearing Health Indicator Estimation Using Multi-Channel Frequency Data Representations

Jacob Hendriks, Patrick Dumond
Proc. ASME. IDETC-CIE2021, Volume 10: 33rd Conference on Mechanical Vibration and Sound (VIB), V010T10A011, August 17–19, 2021
Paper No: DETC2021-66701
DOI: https://doi.org/10.1115/DETC2021-66701
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Topics: Roller bearings, Bearings, Noise (Sound), Failure, Accelerometers, Machine learning, Service life (Equipment), Spectra (Spectroscopy), Vibration
Proceedings Papers

Towards Generalization of Intelligent Fault Detection for Roller Element Bearings via Distinct Dataset Transfer Learning

Justin Larocque-Villiers, Patrick Dumond
Proc. ASME. IDETC-CIE2021, Volume 10: 33rd Conference on Mechanical Vibration and Sound (VIB), V010T10A012, August 17–19, 2021
Paper No: DETC2021-67773
DOI: https://doi.org/10.1115/DETC2021-67773
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Topics: Artificial neural networks, Bearings, Flaw detection, Rollers
Journal Articles

Preliminary Material Evaluation of Flax Fibers for Prosthetic Socket Fabrication

Dominic Monette, Patrick Dumond, Inès Chikhaoui, Paul Nichols, Edward D. Lemaire
Journal: Journal of Biomechanical Engineering
Article Type: Research-Article
J Biomech Eng. February 2021, 143(2): 021006.
Paper No: BIO-20-1106
DOI: https://doi.org/10.1115/1.4048079
Published Online: October 15, 2020
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Topics: Artificial limbs, Carbon fibers, Damping, Fibers, Flat plates, Flax, Hammers, Impact testing, Manufacturing, Vibration