Dr. McGregor is interested in how software tools and data can be leveraged to improve manufacturing technologies and automate metrology used to qualify production parts. He investigates methods for leveraging manufacturing data (machine specifications, part design information, in-situ sensors, ex-situ images, etc.) and intelligent algorithms (statistics, machine learning, artificial intelligence) to predict the quality of manufactured parts. He is especially interested in developing models for qualifying part designs that have never previously been made and enabling first-time-right manufacturing strategies for additive.
- PhD, Mechanical Engineering, University of Illinois Urbana-Champaign, 2022
- BS, Mechanical Engineering, University of Arizona, 2017
- Advanced Manufacturing / Smart Manufacturing
- Additive Manufacturing / 3D Printing
- Machine Learning
- Metrology / Optical Metrology
- Computer Vision / Machine Vision
- Part Qualification
- Biomedical Devices
ENME 416 / ENME 744: Additive Manufacturing
McGregor, D.J., M.V. Bimrose, C. Shao, S. Tawfick, and W.P. King. “Using machine learning to predict dimensions and qualify diverse part designs across multiple additive machines and materials.” Additive Manufacturing, 55, 102848, 2022.
McGregor, D.J., M.V. Bimrose, S. Tawfick, and W.P. King. “Large batch metrology on internal features of additively manufactured parts using X-ray computed tomography.” J. of Materials Processing Technology, 306, 117605, 2022.
Yang, Y., D.J. McGregor, S. Tawfick, W.P. King, and C. Shao. “Hierarchical data models improve the accuracy of feature level predictions for additively manufactured parts.” Additive Manufacturing, 51, 102621, 2022.
Moon, H., D.J. McGregor, N. Miljkovic, and W.P. King. “Ultra-power-dense heat exchanger development through genetic algorithm design and additive manufacturing.” Joule, 5(11), 3045-3056, 2021.
Kiekens, K.C., D. Vega, H.T. Thurgood, D. Galvez, D.J. McGregor, T.W. Sawyer, and J.K. Barton. “Effect of an added mass on the vibration characteristics for raster scanning of a cantilevered optical fiber.” ASME J. of Medical Diagnostics, 4(2), 2021.
McGregor, D.J., S. Rylowicz, A. Brenzel, D. Baker, C. Wood, D. Pick, H. Deutchman, C. Shao, S. Tawfick, and W.P. King. “Analyzing part accuracy and sources of variability for additively manufactured lattice parts made on multiple printers.” Additive Manufacturing, 40, 101924, 2021.
King, W.P., et al. “Emergency ventilator for COVID-19.” PLOS ONE, 15(12), e0244963, 2020.
McGregor, D.J., S. Tawfick, and W.P. King. “Automated metrology and geometric analysis of additively manufactured lattice structures.” Additive Manufacturing, 28, 535-545, 2019.
McGregor, D.J., S. Tawfick, and W.P. King. “Mechanical properties of hexagonal lattice structures fabricated using continuous liquid interface production additive manufacturing.” Additive Manufacturing, 25, 10-18, 2019.
Tate, T.H., D.J. McGregor, and J.K. Barton. “Single lens system for forward-viewing navigation and scanning side-viewing optical coherence tomography.” Proc. SPIE 10040, Endoscopic Microscopy XII, 2017.