Patrick Dumond

PhD, PEng

Associate professor, tenured

Engineering Design and Teaching Innovation,

University of Ottawa

Professor Patrick Dumond joined the Department of Mechanical Engineering, as an assistant professor, where he teaches courses in engineering design in May 2016. Dr. Dumond strongly believes in experiential learning and is actively involved in the ongoing development of the Centre for Entrepreneurship and Engineering Design (CEED) at the University of Ottawa and advises many students involved in pre-professional engineering competitions.

Dr. Dumond's research interests include vibration/acoustic system design, the development of inverse eigenvalue methods for vibration system design, mechanical/biomechanical design, design theory and musical acoustics. He also has a soft spot for understanding variations in the mechanical properties of wood and how these can be controlled during the design and manufacturing process.

Publications

University of Ottawa Rolling-element Dataset – Vibration and Acoustic Faults under Constant Load and Speed conditions – Spectrograms (UORED-VAFCLS-P1) - Mendeley Data

Data

2023

Vibrations and Acoustics

University of Ottawa Rolling-element Dataset – Vibration and Acoustic Faults under Constant Load and Speed conditions (UORED-VAFCLS). Mendeley Data, V5, 2023 (DOI: 10.17632/y2px5tg92h.5)

Data

2023

Vibrations and Acoustics

Taking Project Planning Seriously by Removing Project Deliverable Due Dates: First Attempt. Proceedings of the Canadian Engineering Education Association.

Conference Paper

2023

Engineering Education

University of Ottawa Ball-Bearing Vibration and Acoustic Fault Data Under Constant Load and Speed Conditions (UODS-VAFDC): Experimental Setup

Preprint

2023

Machine Condition Monitoring

A Customizable Multidisciplinary Design Program in a Traditional Engineering Faculty. Proceedings of the World Engineering Education Forum.

Conference Paper

2023

Engineering Education

University of Ottawa Electric Motor Dataset – Vibration and Acoustic Faults under Constant and Variable Speed Conditions (UOEMD-VAFCVS) - Mendeley Data

*Sehri, M., Dumond, P.

2023

Machine Condition Monitoring

University of Ottawa Rolling-element Dataset – Vibration and Acoustic Faults under Constant Load and Speed conditions – Spectrograms (UORED-VAFCLS-P1). Mendeley Data, V2, 2023 (DOI: 10.17632/65d7pmfzvx.2)

*Sehri, M., Dumond, P.

2023

Vibrations and Acoustics

University of Ottawa Rolling-element Dataset – Vibration and Acoustic Faults under Constant Load and Speed conditions (UORED-VAFCLS). Mendeley Data, V5, 2023 (DOI: 10.17632/y2px5tg92h.5)

*Sehri, M., Dumond, P.

2023

Vibrations and Acoustics

Exploring Virtual Methods for Teaching Engineering Teamwork. Proceedings of the Canadian Engineering Education Association. (163)1-6, 2022

Dumond, P.,

2022

Engineering Education

The Joys and Challenges of Creating a Non-Accredited Multidisciplinary Design Program in a Traditional Engineering Faculty. Proceedings of the Canadian Engineering Education Association. (151)1-7, 2022

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

2022

Engineering Education

A New Vibration-based Algorithm for Operational Machine State Identification. Proceedings of the 27th International Congress on Sound and Vibration. 1-8, 2021

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

2021

Machine Condition Monitoring

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

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

2021

Machine Condition Monitoring

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

Vorvis, P., Dumond, P.,

2021

Machine Condition Monitoring

Refined matching linear chirplet transform for exhibiting time-frequency features of nonstationary vibration and acoustic signals

Shi, J., *Hua, Z., Dumond, P., Huang, W., Zhu, Z.

2021

Machine Condition Monitoring

Towards Better Benchmarking Using the CWRU Bearing Fault Dataset. Mechanical Systems and Signal Processing. 169:108732, 2022

*Hendriks, J., Dumond, P., Knox, D.,

2022

Machine Condition Monitoring

Exploring the Relationship between Preprocessing and Hyperparameter Tuning for Vibration-Based Machine Fault Diagnosis Using CNNs. Vibration. 4(2):284-309, 2021

*Hendriks, J., Dumond, P.,

2021

Machine Condition Monitoring

Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis

Huang, W., Shi, J., *Hua, Z., Dumond, P., Shen, C., Zhu, Z.

2021

Machine Condition Monitoring

Preliminary Material Evaluation of Flax Fibres for Prosthetic Socket Fabrication. Journal of Biomechanical Engineering. 143(2):1-9, 2021

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

2021

Dynamics and Design of Biomechanical Systems

Degrees

2015

2010

2007

Ph.D., Mechanical Engineering,

University of Ottawa, Canada

M.A.Sc., Mechanical Engineering, University of Ottawa, Canada

B.A.Sc., Mechanical Engineering, University of Ottawa, Canada

Academic Honours

Nominated for the Canadian Engineering Education Association Ron Britton
Engineering Education Vanguard Award - Awarded annually to a person who, early in their career, has committed to the development of engineering education in Canada through practice and/or research (2019)
Personal acknowledgment by the dean of engineering for teaching quality (2014-2016)
3rd place finalist for entrepreneurship, Programme Chef de File 3.0 du RGA (2014)

Teaching

GNG 5300X – Personal Development and Communication
GNG 5300J – Introduction to Engineering and Its Impact on Society
GNG 5310B – Teamwork and Communication
GNG 5140 - Engineering Design

Director Studies

Vibration Analysis for Machine Health Monitoring
Structural Acoustics of Deterministic and Random Phenomena
Machine Learning Techniques for Mechanical Sensor Data
Vibration-Based Condition Monitoring

If you’d like more information about my research and team, get in touch today!

Get in Touch

Patrick Dumond

Publications

Degrees

2015

2010

2007

Academic Honours

Teaching

GNG 5300X – Personal Development and Communication GNG 5300J – Introduction to Engineering and Its Impact on Society GNG 5310B – Teamwork and Communication GNG 5140 - Engineering Design

Director Studies

Vibration Analysis for Machine Health Monitoring Structural Acoustics of Deterministic and Random Phenomena Machine Learning Techniques for Mechanical Sensor Data Vibration-Based Condition Monitoring

GNG 5300X – Personal Development and Communication
GNG 5300J – Introduction to Engineering and Its Impact on Society
GNG 5310B – Teamwork and Communication
GNG 5140 - Engineering Design

Vibration Analysis for Machine Health Monitoring
Structural Acoustics of Deterministic and Random Phenomena
Machine Learning Techniques for Mechanical Sensor Data
Vibration-Based Condition Monitoring