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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

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Topics: Additive manufacturing, Artificial neural networks, Lasers, Algorithms, Machine learning, Machinery, Manufacturing, Metals, Process control, Shapes

Proceedings Papers

Design of a Bed Rotation Mechanism to Facilitate In-Situ Photogrammetric Reconstruction of Printed Parts

Travis A. Roberts, Sourabh Karmakar, Cameron J. Turner

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A020, August 14–17, 2022

Paper No: DETC2022-91106

DOI: https://doi.org/10.1115/DETC2022-91106

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Topics: Design, Rotation, Machinery, Additive manufacturing, Photogrammetry, Polymers, Temperature, Feedback, Modeling, Printing

Proceedings Papers

Personalized Product Design Through Digital Fabrication

A. (Sander) L. M. Minnoye, Farzam Tajdari, E. (Zjenja) L. Doubrovski, Jun Wu, Felix Kwa, Willemijn S. Elkhuizen, Toon Huysmans, Yu (Wolf) Song

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A054, August 14–17, 2022

Paper No: DETC2022-91173

DOI: https://doi.org/10.1115/DETC2022-91173

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Topics: Additive manufacturing, Design, Manufacturing, Product design, Product evaluation

Proceedings Papers

Toward a Comprehensive Framework for Preliminary Design Evaluation in Additive Manufacturing

Alexander Cayley, Jayant Mathur, Nicholas Meisel

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A030, August 14–17, 2022

Paper No: DETC2022-90058

DOI: https://doi.org/10.1115/DETC2022-90058

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Topics: Additive manufacturing, Design

Proceedings Papers

Review of Transfer Learning in Additive Manufacturing Modeling

Yifan Tang, M. Rahmani Dehaghani, G. Gary Wang

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A013, August 14–17, 2022

Paper No: DETC2022-89300

DOI: https://doi.org/10.1115/DETC2022-89300

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Topics: Additive manufacturing, Modeling

Proceedings Papers

Concurrent Build Direction, Part Segmentation, and Topology Optimization for Additive Manufacturing Using Neural Networks

Hongrui Chen, Kate S. Whitefoot, Levent Burak Kara

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A029, August 14–17, 2022

Paper No: DETC2022-90050

DOI: https://doi.org/10.1115/DETC2022-90050

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Topics: Additive manufacturing, Artificial neural networks, Image segmentation, Optimization, Topology, Density, Boundary-value problems, Displacement, Stress

Proceedings Papers

Periodic Composite Function-Based Designing of Microstructures With Programmable Poisson Ratio

Yilong Zhang, Yuxuan Du, Ye Qiao, Shu Wang, Cunfu Wang

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A045, August 14–17, 2022

Paper No: DETC2022-89374

DOI: https://doi.org/10.1115/DETC2022-89374

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Topics: Composite materials, Design, Poisson ratio, Architecture, Additive manufacturing, Deformation, Mechanical properties, Equipment performance, Geometry, Manufacturing

Proceedings Papers

Optimal Position of Cameras Design in a 4D Foot Scanner

Farzam Tajdari, Christiaan Eijck, Felix Kwa, Christiaan Versteegh, Toon Huysmans, Yu Song

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A044, August 14–17, 2022

Paper No: DETC2022-89145

DOI: https://doi.org/10.1115/DETC2022-89145

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Topics: Additive manufacturing, Algorithms, Design, Errors, Product evaluation, Resolution (Optics), Robustness

Proceedings Papers

Empirical Characterization of Lattice, Spring, and Non-Assembly Mechanisms Fabricated With Nylon Polymer Powder Bed Fusion

Nava Raj Khatri, Johnathan A. Smith, Paul F. Egan

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A031, August 14–17, 2022

Paper No: DETC2022-90246

DOI: https://doi.org/10.1115/DETC2022-90246

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Topics: Manufacturing, Nylon fabrics, Polymers, Springs, Printing, Additive manufacturing, Artificial limbs, Compression, Design, Mechanical testing

Proceedings Papers

Computational Design of Additively Manufactured Curvilinear Scaffolds for Bone Repair

David O. Cohen, Sohaila M. G. Aboutaleb, Amy Wagoner Johnson, Julian A. Norato

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A007, August 14–17, 2022

Paper No: DETC2022-90582

DOI: https://doi.org/10.1115/DETC2022-90582

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Topics: Additive manufacturing, Bone, Design, Inks, Maintenance

Proceedings Papers

Latent Variable Representations for Interactive Structural Design Exploration

Sofia Valdez, Nicholas Rodriguez, Carolyn Seepersad

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A051, August 14–17, 2022

Paper No: DETC2022-91076

DOI: https://doi.org/10.1115/DETC2022-91076

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Topics: Structural design, Design, Algorithms, Optimization, Topology, Additive manufacturing, Space

Proceedings Papers

Automatic Shape Modification for Self-Supporting Structures in Additive Manufacturing

Jiangce Chen, Matt Patterson, Amir M. Mirzendehdel, Morad Behandish

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A027, August 14–17, 2022

Paper No: DETC2022-89054

DOI: https://doi.org/10.1115/DETC2022-89054

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Topics: Additive manufacturing, Shapes, Manufacturing, Optimization, Packing (Shipments), Packings (Cushioning), Design, Geometry, Manifolds, Manufacturing technology

Proceedings Papers

Medial Axis Transformation Based Design and Process Planning Methodology for Discrete Multi-Material Additive Manufacturing

Madhanagopal Manoharan, Potnuru Hema Praneetha Naidu, Midhun Joy, Senthilkumaran Kumaraguru

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A015, August 14–17, 2022

Paper No: DETC2022-89819

DOI: https://doi.org/10.1115/DETC2022-89819

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Topics: Additive manufacturing, Design, Production planning

Proceedings Papers

A Study of Machine Learning Framework for Enabling Early Defect Detection in Wire Arc Additive Manufacturing Processes

Nowrin Akter Surovi, Shaista Hussain, Gim Song Soh

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A002, August 14–17, 2022

Paper No: DETC2022-89164

DOI: https://doi.org/10.1115/DETC2022-89164

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Topics: Additive manufacturing, Flaw detection, Machine learning, Wire, Acoustics, Printing, Support vector machines, Pressure

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

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Topics: Additive manufacturing, Cooling

Proceedings Papers

Analyzing Expert Design Cost Estimation for Additive Manufacturing

Glen Williams, Nicholas A. Meisel, Timothy W. Simpson, Christopher McComb

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A032, August 14–17, 2022

Paper No: DETC2022-90260

DOI: https://doi.org/10.1115/DETC2022-90260

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Topics: Additive manufacturing, Design, Computer-aided design, Experimental design, Lasers, Manufacturing, Metals, Project cost estimation, Statistics, Tooling

Proceedings Papers

In-Process Data Integration for Laser Powder Bed Fusion Additive Manufacturing

Milica Perisic, Yan Lu, Albert Jones

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A074, August 14–17, 2022

Paper No: DETC2022-91034

DOI: https://doi.org/10.1115/DETC2022-91034

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Topics: Additive manufacturing, Data fusion, Lasers, Real-time control, Computer-aided design, Economics , Manufacturing, Sensors

Proceedings Papers

STEP-NC Compliant Data Representations for Powder Bed Fusion in Additive Manufacturing

Fahad Milaat, Paul Witherell, Martin Hardwick, Ho Yeung, Vincenzo Ferrero, Laetitia Monnier, Matthew Brown

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A017, August 14–17, 2022

Paper No: DETC2022-90673

DOI: https://doi.org/10.1115/DETC2022-90673

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Topics: Additive manufacturing, Manufacturing, Geometry, Bridges (Structures), Machining, Modeling, Production planning, Simulation results

Proceedings Papers

Towards a Porosity Aware Stochastic Framework for Computing Apparent Mechanical Properties of Additively Manufactured Parts

Athanasios Iliopoulos, Colin A. Stewart, Andrew J. Birnbaum, John C. Steuben, David J. Rowenhorst, John G. Michopoulos

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A018, August 14–17, 2022

Paper No: DETC2022-90992

DOI: https://doi.org/10.1115/DETC2022-90992

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Topics: Additive manufacturing, Mechanical properties, Porosity, Finite element model, Stress, Equipment performance, Image processing, Metals, Microscopes, Pressure vessels

Proceedings Papers

Assessing the Manufacturability of Students’ Early-Stage Designs Based on Previous Experience With Traditional Manufacturing and Additive Manufacturing

Seth Pearl, Nicholas Meisel

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A034, August 14–17, 2022

Paper No: DETC2022-91101

DOI: https://doi.org/10.1115/DETC2022-91101

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Topics: Additive manufacturing, Manufacturing, Students

NARROW

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

Design of a Bed Rotation Mechanism to Facilitate In-Situ Photogrammetric Reconstruction of Printed Parts

Personalized Product Design Through Digital Fabrication

Toward a Comprehensive Framework for Preliminary Design Evaluation in Additive Manufacturing

Review of Transfer Learning in Additive Manufacturing Modeling

Concurrent Build Direction, Part Segmentation, and Topology Optimization for Additive Manufacturing Using Neural Networks

Periodic Composite Function-Based Designing of Microstructures With Programmable Poisson Ratio

Optimal Position of Cameras Design in a 4D Foot Scanner

Empirical Characterization of Lattice, Spring, and Non-Assembly Mechanisms Fabricated With Nylon Polymer Powder Bed Fusion

Computational Design of Additively Manufactured Curvilinear Scaffolds for Bone Repair

Latent Variable Representations for Interactive Structural Design Exploration

Automatic Shape Modification for Self-Supporting Structures in Additive Manufacturing

Medial Axis Transformation Based Design and Process Planning Methodology for Discrete Multi-Material Additive Manufacturing

A Study of Machine Learning Framework for Enabling Early Defect Detection in Wire Arc Additive Manufacturing Processes

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

Analyzing Expert Design Cost Estimation for Additive Manufacturing

In-Process Data Integration for Laser Powder Bed Fusion Additive Manufacturing

STEP-NC Compliant Data Representations for Powder Bed Fusion in Additive Manufacturing

Towards a Porosity Aware Stochastic Framework for Computing Apparent Mechanical Properties of Additively Manufactured Parts

Assessing the Manufacturability of Students’ Early-Stage Designs Based on Previous Experience With Traditional Manufacturing and Additive Manufacturing

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