Patrick Dumond

According to our database, Patrick Dumond authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Selective Embedding for Deep Learning.

Mert Sehri, Zehui Hua, Francisco de Assis Boldt, Patrick Dumond

CoRR, July, 2025

A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis.

Efe Çakir, Patrick Dumond

CoRR, June, 2025

Deep Learning Approach to Bearing and Induction Motor Fault Diagnosis via Data Fusion.

Mert Sehri, Merve Ertagrin, Özal Yildirim, Ahmet Orhan, Patrick Dumond

CoRR, June, 2025

Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring.

Mert Sehri, Igor Varejão, Zehui Hua, Vitor Berger Bonella, Adriano Santos, Francisco de Assis Boldt, Patrick Dumond, Flávio Miguel Varejão

CoRR, April, 2025

Advancing machine fault diagnosis: A detailed examination of convolutional neural networks.

Govind Vashishtha, Sumika Chauhan, Mert Sehri, Justyna Hebda-Sobkowicz, Radoslaw Zimroz, Patrick Dumond, Rajesh Kumar

CoRR, February, 2025

Latent subdomain assignment based on pseudo domain labels for fault diagnosis of unseen data.

Zehui Hua, Juanjuan Shi, Patrick Dumond

Adv. Eng. Informatics, 2025

2024

Structured Data Ontology for AI in Industrial Asset Condition Monitoring.

Jacob Hendriks, Mana Azarm, Patrick Dumond

J. Sens. Actuator Networks, April, 2024

2022

Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis.

Juanjuan Shi, Zehui Hua, Weiguo Huang, Patrick Dumond, Changqing Shen, Zhongkui Zhu

IEEE Trans. Instrum. Meas., 2022

2021

Automating Predictive Maintenance Using State-Based Transfer Learning and Ensemble Methods.

Justin Larocque-Villiers, Patrick Dumond, David Knox

Proceedings of the 14th IEEE International Symposium on Robotic and Sensors Environments, 2021

Passive Rotation Angle Motion Validation for an Ankle-Foot Orthosis Multi-Jointed Surrogate Lower Limb Design.

Alexis Thibodeau, Patrick Dumond, Edward D. Lemaire

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2018

Consistent Manufacturing Device for Coiled Polymer Actuators.

Sarah Horton, Patrick Dumond

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Testing of Coiled Nylon Actuators for Use in Spastic Hand Exoskeletons.

Sanaz Bahrami, Patrick Dumond

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018