Personal profile
Education/Academic qualification
Bachelor of Science in Engineering, Mechanical Engineering, Technische Universiteit Delft
Master of Engineering, Mechanical Engineering, Technische Universiteit Delft
Doctor of Engineering, Mechanical Engineering, University of Nottingham
Areas of expertise
- TJ Mechanical engineering and machinery
- Control
- Finite Element Modelling & Analysis
- Mechanical engineering design
- Product Family Design
- Design Optimization
- TS Manufactures
- Manufacturing Industry
- Manufacturing System Design
- Automation
- Condiction monitoring
- Non Destructive Testing
- Process optimization
Research Beacons, Institutes and Platforms
- Digital Futures
- Thomas Ashton Institute
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure
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- 1 Similar Profiles
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EBPC: a deep learning cloud computing framework for hybrid stack drilling monitoring
Zhang, J., Heinemann, R. & Bakker, O. J., 7 Aug 2025, In: Journal of Intelligent Manufacturing.Research output: Contribution to journal › Article › peer-review
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Knot-TPP: A Unified Deep Learning Model for Process Incidence and Tool Wear Monitoring in Stacked Drilling
Zhang, J., Heinemann, R. & Bakker, O. J., 14 May 2025, In: Journal of Manufacturing and Materials Processing. 9, 5, 160.Research output: Contribution to journal › Article › peer-review
Open Access -
Minimum sufficient signal condition of identifying process incidence in stacked drilling through deep learning
Zhang, J., Heinemann, R., Bakker, O. J., Li, S., Xiao, X. & Ding, Y., 15 Apr 2025, In: Mechanical Systems and Signal Processing. 229, 112499.Research output: Contribution to journal › Article › peer-review
Open Access -
Industry 4.0-Compliant Occupational Chronic Obstructive Pulmonary Disease Prevention: Literature Review and Future Directions
Jiang, Z., Bakker, O. J. & Bartolo, P. J., 4 Sept 2024, In: Sensors. 24, 17, 5734.Research output: Contribution to journal › Review article › peer-review
Open Access -
In-process tool incidence identification based on temporal pyramid pooling and convolutional neural network
Zhang, J., Heinemann, R., Bakker, O. J. & Zhu, M., 1 Jan 2024, In: Procedia CIRP. 126, p. 486-491 6 p.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 1 Membership of professional association
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The IET (Institution of Engineering and Technology, formerly IEE) (External organisation)
Bakker, O. J. (Academic expert member)
28 Jan 2008 → …Activity: Membership › Membership of professional association › Research