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David J. Hoelzle
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Journal Articles

An Additive Manufacturing Testbed to Evaluate Machine Learning-Based Autonomous Manufacturing

Zhi Zhang, Antony George, Md. Ferdous Alam, Chris Eubel, Chaitanya Krishna Prasad Vallabh, Max Shtein, Kira Barton, David J. Hoelzle
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2024, 146(3): 031008.
Paper No: MANU-23-1313
https://doi.org/10.1115/1.4064321
Published Online: January 12, 2024
View Article titled, An Additive Manufacturing Testbed to Evaluate Machine Learning-Based Autonomous Manufacturing
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Topics: Additive manufacturing, Design, Manufacturing, Spectra (Spectroscopy), Testing, Phononic crystals, Manufacturing systems
Journal Articles

On the Controllability and Observability of Temperature States in Metal Powder Bed Fusion

Nathaniel Wood, David J. Hoelzle
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. March 2023, 145(3): 031002.
Paper No: DS-21-1324
https://doi.org/10.1115/1.4056326
Published Online: December 23, 2022
View Article titled, On the Controllability and Observability of Temperature States in Metal Powder Bed Fusion
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Topics: Temperature, Lasers, Metal powders, Construction, Sensors, Finite element methods
Includes: Supplementary data
Proceedings Papers

Autonomous Manufacturing Using Machine Learning: A Computational Case Study With a Limited Manufacturing Budget

Md. Ferdous Alam, Max Shtein, Kira Barton, David J. Hoelzle
Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A009, September 3, 2020
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2020-8472
https://doi.org/10.1115/MSEC2020-8472
View Paper titled, Autonomous Manufacturing Using Machine Learning: A Computational Case Study With a Limited Manufacturing Budget
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Topics: Machine learning, Manufacturing, Algorithms, Design, Manufacturing systems, Acoustics, Phononic crystals, Spectra (Spectroscopy)
Journal Articles

A Dynamical Model of Drop Spreading in Electrohydrodynamic Jet Printing

Christopher P. Pannier, Mamadou Diagne, Isaac A. Spiegel, David J. Hoelzle, Kira Barton
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. November 2017, 139(11): 111008.
Paper No: MANU-17-1329
https://doi.org/10.1115/1.4037436
Published Online: September 13, 2017
View Article titled, A Dynamical Model of Drop Spreading in Electrohydrodynamic Jet Printing
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Topics: Electrohydrodynamics, Printing, Simulation, Dynamics (Mechanics)
Proceedings Papers

Spatial ILC for Multi-Objective Systems

Ingyu Lim, Kira L. Barton, David J. Hoelzle
Proc. ASME. DSCC2014, Volume 2: Dynamic Modeling and Diagnostics in Biomedical Systems; Dynamics and Control of Wind Energy Systems; Vehicle Energy Management Optimization; Energy Storage, Optimization; Transportation and Grid Applications; Estimation and Identification Methods, Tracking, Detection, Alternative Propulsion Systems; Ground and Space Vehicle Dynamics; Intelligent Transportation Systems and Control; Energy Harvesting; Modeling and Control for Thermo-Fluid Applications, IC Engines, Manufacturing, V002T30A003, October 22–24, 2014
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2014-6208
https://doi.org/10.1115/DSCC2014-6208
View Paper titled, Spatial ILC for Multi-Objective Systems
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Topics: Iterative learning control, Dynamics (Mechanics), Additive manufacturing, Design, Feedforward control, Optimization, Simulation results, Space, Stability, Tradeoffs
Proceedings Papers

Design of Experiments Approach to Maximize Process Reliability for Bone Scaffold Fabrication

David J. Hoelzle, Andrew G. Alleyne, Amy J. Wagoner Johnson
Proc. ASME. SBC2008, ASME 2008 Summer Bioengineering Conference, Parts A and B, 277-278, June 25–29, 2008
Publisher: American Society of Mechanical Engineers
Paper No: SBC2008-192397
https://doi.org/10.1115/SBC2008-192397
View Paper titled, Design of Experiments Approach to Maximize Process Reliability for Bone Scaffold Fabrication
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Topics: Bone, Experimental design, Manufacturing, Reliability, Robotics, Nozzles, Extruding, Inks, Stereolithography, Trajectories (Physics)
Proceedings Papers

Near-Net Shape Structures Fabricated by Micro-Robotic Deposition Using Precision Extrusion Control

David J. Hoelzle, Andrew G. Alleyne, Amy J. Wagoner Johnson
Proc. ASME. ISFA2012, ASME/ISCIE 2012 International Symposium on Flexible Automation, 271-278, June 18–20, 2012
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2012-7240
https://doi.org/10.1115/ISFA2012-7240
View Paper titled, Near-Net Shape Structures Fabricated by Micro-Robotic Deposition Using Precision Extrusion Control
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Topics: Extruding, Robotics, Shapes, Bone, Manufacturing, Workflow, Additive manufacturing, Cavities, Control algorithms, Control equipment
Proceedings Papers

Micropositioning of a Multimaterial Electrohydrodynamic Jet Deposition System Using Vision Feedback

Erick Sutanto, David J. Hoelzle, Andrew G. Alleyne, Kazuyo Shigeta, John A. Rogers
Proc. ASME. DSCC2011, ASME 2011 Dynamic Systems and Control Conference and Bath/ASME Symposium on Fluid Power and Motion Control, Volume 1, 851-857, October 31–November 2, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2011-6100
https://doi.org/10.1115/DSCC2011-6100
View Paper titled, Micropositioning of a Multimaterial Electrohydrodynamic Jet Deposition System Using Vision Feedback
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Topics: Electrohydrodynamics, Feedback, Printing, Drops, Resolution (Optics), Machinery, Nanomanufacturing, Nozzles, Servomechanisms
Journal Articles

Design and Manufacture of Combinatorial Calcium Phosphate Bone Scaffolds

David J. Hoelzle, Shelby R. Svientek, Andrew G. Alleyne, Amy J. Wagoner Johnson
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research Papers
J Biomech Eng. October 2011, 133(10): 101001.
https://doi.org/10.1115/1.4005173
Published Online: October 27, 2011
View Article titled, Design and Manufacture of Combinatorial Calcium Phosphate Bone Scaffolds
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Topics: Bone, Design, Manufacturing, Porosity