Patrick Dumond

Full Professor

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. Currently, Professor Dumond is a full professor at the School of Engineering Development and Teaching Innovation at the University of Ottawa. He 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.

PUBLICATIONS

Professor 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.

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

Conference Paper

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

Conference Paper

2021

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

Journal Articles

2021

Machine Condition Monitoring

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

Conference Paper

2021

Machine Condition Monitoring

Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis

Journal Articles

2021

Machine Condition Monitoring

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

Scaffolding Strategies for Teaching Engineering Design in a Collaborative Project Based Learning Environment. Proceedings of the Canadian Engineering Education Association. (158)1-7, 2017

Galaleldin, M., Anis, H., Dumond, P., Knox, D.,

2017

Engineering Education

From Mechanical Engineering Capstone Design to Design Implementation. Proceedings of the Canadian Engineering Education Association. (39)1-7, 2016

Dumond, P., Lanteigne, E.,

2016

Engineering Education

Using Mindlin Plate Theory in Conjunction with Rayleigh Ritz and Assumed Modes Discretization Methods. Proceedings of the CSME
International Congress. 1-5, 2016

Dumond, P., Baddour, N., Magnier, E.,

2016

Vibrations and Acoustics

A Structured Approach for Solving the Inverse Eigenvalue Problem of a Beam with a Grounded Mass-Spring Attachment. Proceedings of CANCAM 2015. 816-819, 2015

Mir Hosseini, F., Dumond, P., Baddour, N.,

2015

Vibrations and Acoustics

The Inverse Eigenvalue Determinant Method for Jacobi and Tridiagonal Matrices. Proceedings of CANCAM 2015. 843-846, 2015

Dumond, P., Baddour, N.,

2015

Vibrations and Acoustics

Experimental Investigation of the Mechanical Properties and Natural Frequencies of Simply Supported Sitka Spruce Plates. Wood Science and Technology. 49(6):1137-1155, 2015

Dumond, P., Baddour, N.,

2015

Vibrations and Acoustics

A Structured Approach to Design-for-Frequency Problems Using the Cayley-Hamilton Theorem. SpringerPlus. 3:272, 2014

Dumond, P., Baddour, N.,

2014

Vibrations and Acoustics

Can a Brace be Used to Control the Frequencies of a Plate? SpringerPlus. 2:558, 2013

Dumond, P., Baddour, N.,

2013

Vibrations and Acoustics

Effects of a Scalloped and Rectangular Brace on the Modeshapes of a Brace-Plate System. International Journal of Mechanical Engineering and Mechatronics. 1(1):1-8, 2012

Dumond, P., Baddour, N.,

2012

Vibrations and Acoustics

Effects of Using Scalloped Shape Braces on the Natural Frequencies of a Brace-Soundboard System. Applied Acoustics. 73(11):1168-1173, 2012

Dumond, P., Baddour, N.,

2012

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 Award
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

DIRECTED 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

DIRECTED 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

Machine Learning Techniques for Mechanical Sensor Data