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Brandon Lane
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Proceedings Papers

A Multi-Modal Data-Driven Decision Fusion Method for Process Monitoring in Metal Powder Bed Fusion Additive Manufacturing

Zhuo Yang, Jaehyuk Kim, Yan Lu, Ho Yeung, Brandon Lane, Albert Jones, Yande Ndiaye
Proc. ASME. IAM2022, 2022 International Additive Manufacturing Conference, V001T02A012, October 19–20, 2022
Paper No: IAM2022-96740
DOI: https://doi.org/10.1115/IAM2022-96740
View Paper titled, A Multi-Modal Data-Driven Decision Fusion Method for Process Monitoring in Metal Powder Bed Fusion Additive Manufacturing
Click here to open pdf in another window PDF for A Multi-Modal Data-Driven Decision Fusion Method for Process Monitoring in Metal Powder Bed Fusion Additive Manufacturing
Topics: Additive manufacturing, Data fusion, Metal powders, Process monitoring
Proceedings Papers

Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods

Matthew M. Sato, Vivian Wen Hui Wong, Kincho H. Law, Ho Yeung, Zhuo Yang, Brandon Lane, Paul Witherell
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A070, August 14–17, 2022
Paper No: DETC2022-88313
DOI: https://doi.org/10.1115/DETC2022-88313
View Paper titled, Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods
Click here to open pdf in another window PDF for Anomaly Detection of Laser Powder Bed Fusion Melt Pool Images Using Combined Unsupervised and Supervised Learning Methods
Topics: Additive manufacturing, Artificial neural networks, Lasers, Algorithms, Machine learning, Machinery, Manufacturing, Metals, Process control, Shapes
Proceedings Papers

Using Coaxial Melt Pool Monitoring Images to Estimate Cooling Rate for Powder Bed Fusion Additive Manufacturing

Zhuo Yang, Brandon Lane, Yan Lu, Ho Yeung, Jaehyuk Kim, Yande Ndiaye, Sundar Krishnamurty
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A016, August 14–17, 2022
Paper No: DETC2022-89934
DOI: https://doi.org/10.1115/DETC2022-89934
View Paper titled, Using Coaxial Melt Pool Monitoring Images to Estimate Cooling Rate for Powder Bed Fusion Additive Manufacturing
Click here to open pdf in another window PDF for Using Coaxial Melt Pool Monitoring Images to Estimate Cooling Rate for Powder Bed Fusion Additive Manufacturing
Topics: Additive manufacturing, Cooling
Proceedings Papers

Powder Thermal Conductivity Measurements in L-PBF Using Powder-Included Build Specimens: Internal Geometry Effect

Shanshan Zhang, Brandon Lane, Kevin Chou
Proc. ASME. MSEC2020, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation, V001T01A029, September 3, 2020
Paper No: MSEC2020-8475
DOI: https://doi.org/10.1115/MSEC2020-8475
View Paper titled, Powder Thermal Conductivity Measurements in L-PBF Using Powder-Included Build Specimens: Internal Geometry Effect
Click here to open pdf in another window PDF for Powder Thermal Conductivity Measurements in L-PBF Using Powder-Included Build Specimens: Internal Geometry Effect
Topics: Finite element analysis, Geometry, Lasers, Modeling, Stainless steel, Thermal conductivity
Proceedings Papers

A Combined Experimental-Numerical Method to Evaluate Powder Thermal Properties in Laser Powder Bed Fusion

Bo Cheng, Brandon Lane, Justin Whiting, Kevin Chou
Proc. ASME. MSEC2018, Volume 1: Additive Manufacturing; Bio and Sustainable Manufacturing, V001T01A030, June 18–22, 2018
Paper No: MSEC2018-6664
DOI: https://doi.org/10.1115/MSEC2018-6664
View Paper titled, A Combined Experimental-Numerical Method to Evaluate Powder Thermal Properties in Laser Powder Bed Fusion
Click here to open pdf in another window PDF for A Combined Experimental-Numerical Method to Evaluate Powder Thermal Properties in Laser Powder Bed Fusion
Topics: Lasers, Thermal properties, Thermal conductivity, Heat transfer, Metals, Particulate matter, Temperature, Thermal diffusivity, Additive manufacturing, Computer simulation
Journal Articles

A Combined Experimental-Numerical Method to Evaluate Powder Thermal Properties in Laser Powder Bed Fusion

Bo Cheng, Brandon Lane, Justin Whiting, Kevin Chou
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. November 2018, 140(11): 111008.
Paper No: MANU-18-1492
DOI: https://doi.org/10.1115/1.4040877
Published Online: August 22, 2018
View Article titled, A Combined Experimental-Numerical Method to Evaluate Powder Thermal Properties in Laser Powder Bed Fusion
Click here to open pdf in another window PDF for A Combined Experimental-Numerical Method to Evaluate Powder Thermal Properties in Laser Powder Bed Fusion
Topics: Lasers, Temperature, Testing, Thermal conductivity, Thermal properties, Heat transfer, Thermal diffusivity, Finite element analysis, Simulation
Proceedings Papers

Identifying Uncertainty in Laser Powder Bed Fusion Models

Felipe Lopez, Paul Witherell, Brandon Lane
Proc. ASME. MSEC2016, Volume 3: Joint MSEC-NAMRC Symposia, V003T08A005, June 27–July 1, 2016
Paper No: MSEC2016-8692
DOI: https://doi.org/10.1115/MSEC2016-8692
View Paper titled, Identifying Uncertainty in Laser Powder Bed Fusion Models
Click here to open pdf in another window PDF for Identifying Uncertainty in Laser Powder Bed Fusion Models
Topics: Lasers, Uncertainty, Simulation, Accuracy and precision, Additive manufacturing, Algorithms, Approximation, Calibration, Errors, Modeling
Journal Articles

Identifying Uncertainty in Laser Powder Bed Fusion Additive Manufacturing Models

Felipe Lopez, Paul Witherell, Brandon Lane
Journal: Journal of Mechanical Design
Article Type: Technical Briefs
J. Mech. Des. November 2016, 138(11): 114502.
Paper No: MD-16-1247
DOI: https://doi.org/10.1115/1.4034103
Published Online: September 12, 2016
View Article titled, Identifying Uncertainty in Laser Powder Bed Fusion Additive Manufacturing Models
Click here to open pdf in another window PDF for Identifying Uncertainty in Laser Powder Bed Fusion Additive Manufacturing Models
Topics: Lasers, Uncertainty, Errors, Modeling, Uncertainty quantification, Additive manufacturing