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Concrete Facade

PROJECTS & PUBLICATIONS

  • Training AI with Large Language Models (LLMs) to diagnose machine conditions and predict maintenance needs.

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  • Developing advanced sensors and analytical tools for real-time vibration monitoring and analysis.

Upcoming Studies

RESEARCH HIGHLIGHTS

Explore the fascinating research going on in our lab!

Sustainable Farming: Mechanical Pollination Breakthroughs
02:22
Mechanical Pollination Strawberries
00:09
Next-Gen Strawberry Pollination: A Mechanical Approach
02:37
Building the Perfect Prosthetic Socket: A Journey of Innovation and Material Testing
02:43
University of Ottawa Rolling-element Dataset: Experimental Setup
03:15
Surrogate Lower Limb Design for Ankle-Foot Orthosis (AFO) Mechanical Evaluation | Dumond Design Lab
01:55

PUBLICATIONS

Preliminary Material Evaluation of Flax Fibres for Prosthetic Socket Fabrication. Journal of Biomechanical Engineering.

Dynamics of Biomechanical Systems

Monette, D., Dumond, P., *Chikhaoui, I., Nichols, P., Lemaire, E.D.,

2021

Bearing Fault Diagnosis Using Vibration, Temperature and Current Sensor Data Fusion and GoogLeNet. Proceedings of the 27th International Congress on Sound and Vibration. 1-8, 2021

Machine Condition Monitoring

Vorvis, P., Dumond, P.,

2021

Passive Rotation Angle Motion Validation for an Ankle-Foot Orthosis Multi-Jointed Surrogate Lower Limb Design. Proceedings of the 43rd International Conference of the IEEE Engineering in Medicine and Biology Society.

Dynamics of Biomechanical Systems

Thibodeau, A., Dumond, P., Lemaire, E.D.,

2021

Automating Predictive Maintenance Using State-Based Transfer Learning and Ensemble Methods. Proceedings of the IEEE International Symposium on Robotic and Sensors Environments 2021. 1-7, 2021

Machine Condition Monitoring

Larocque-Villiers, J., Dumond, P., Knox, D.,

2021

Towards Generalization for Intelligent Fault Detection on Roller Element Bearings by Transfer Learning Between Two Separate Datasets. Proceedings of the ASME 2021 Virtual International Design Engineering Technical Conferences & Computers and Information in Engineering Conference. 1-9, 2021

Machine Condition Monitoring

Larocque-Villiers, J., Dumond, P.,

2021

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Supported by the University of Ottawa

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