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Projects and Publications

Upcoming Studies

  • Training AI with Large Language Models (LLMs) to diagnose machine conditions and predict maintenance needs.
  • Developing advanced sensors and analytical tools for real-time vibration monitoring and analysis.

Research Highlights

Explore the latest research highlights from Dumond Design Lab. Watch our informative videos showcasing our innovative projects and cutting-edge technologies.

Publications

Structured Data Ontology for AI in Industrial Asset Condition Monitoring

Machine Condition Monitoring

Jacob Hendriks, Mana Azarm, Patrick Dumond

2024

University of Ottawa Constant and Variable Speed Electric Motor Vibration and Acoustic Fault Signature Dataset

Machine Condition Monitoring

*Mert Sehri, Patrick Dumond

2024

Design and Prototype Validation of a Laterally Mounted Powered Hip Joint Prothesis. Journal of Rehabilitation and Assistive Technologies Engineering.

Dynamics of Biomechanical Systems

Mroz, S., Baddour, N., Dumond, P., Lemaire, E.D.,

2024

Deep Learning Approach to Bearing and Induction Motor Fault Diagnosis via Data Fusion. Proceedings of the CSME International Congress (CSME/CFD2024). 1-5, 2024

Machine Condition Monitoring

*Sehri, M., Ertargin, M., Orhan, A., Yildirim, O., Dumond, P.,

2024

Recruitment and Outreach for a New Multidisciplinary Design Program. Proceedings of the Canadian Engineering Education Association.

Engineering Education

Sowinski, A., Dumond, P., Knox, D., Foster, J., Bruce, D., Anis, H.,

2023

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Supported by the University of Ottawa

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