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 constant load and speed rolling-element bearing vibration and acoustic fault signature datasets

Journal Articles

2023

Machine Condition Monitoring

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

Data

2023

Machine Condition Monitoring

Design of a Data Fusion and Deep Transfer Learning Test Rig for Roller Bearing Diagnosis and Prognosis

Conference Paper

2023

Machine Condition Monitoring

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

Data

2023

Vibrations and Acoustics

Surrogate Lower Limb Design for Ankle-Foot Orthosis Testing. Proceedings of the 18th World Congress of the International Society for Prosthetics and Orthotics.

Conference Paper

2022

Dynamics of Biomechanical Systems

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

Data Augmentation for Roller Bearing Health Indicator Estimation Using Multi-channel Frequency Data Representations. Proceedings of the ASME 2021 Virtual International Design Engineering Technical Conferences & Computers and Information in Engineering Conference. 1-9, 2021

Hendriks, J., Dumond, P.,

2021

Machine Condition Monitoring

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. 1-4, 2021

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

2021

Dynamics and Design of Biomechanical Systems

Surrogate Lower Limb Design for Ankle-Foot Orthosis Testing. Proceedings of the 18th World Congress of the International Society for Prosthetics and Orthotics. 1-2, 2021

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

2021

Dynamics and Design of Biomechanical Systems

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

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

2021

Machine Condition Monitoring

Vibration-based Prognosis of Rolling Element Bearings with a 3D Convolutional Neural Network. Proceedings of the 27th International Congress on Sound and Vibration. 1-8, 2021

Hendriks, J., Dumond, P.,

2021

Machine Condition Monitoring

Comparing and Optimizing Analytical, Numerical and Experimental Vibration Models for a Simply-Supported Ribbed Plate. Structures. 23:690-701, 2020

Akl, J., *Alladkani, F., Dumond, P.,

2020

Vibrations and Acoustics

Modalities of Peer Assessments in Team Project-based Design Courses. The International Journal of Engineering Education. 36(1B):461-469, 2020

Dumond, P., Galaleldin, M.,

2020

Engineering Education

Consistent Manufacturing Device for Coiled Polymer Actuators. IEEE/ASME Transactions on Mechatronics. 24(5):2130-2138, 2019

Horton, S., Dumond, P.,

2019

Dynamics and Design of Biomechanical Systems

Simplified Setup for the Vibration Study of Plates with Simply-Supported Boundary Conditions. MethodsX. 6:2106-2117, 2019

Dumond, P., *Monette, D., *Alladkani, F., *Akl, J., *Chikhaoui, I.,

2019

Vibrations and Acoustics

A Structured Method for the Design-for-Frequency of a Brace Soundboard System Using a Scalloped Brace. Applied Acoustics. 88:96-103, 2015

Dumond, P., Baddour, N.,

2015

Vibrations and Acoustics

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

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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