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Proceedings Papers

Automatic Feature Recognition and Dimensional Attributes Extraction From CAD Models for Hybrid Additive-Subtractive Manufacturing

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Muhammad Tayyab Khan, Wenhe Feng, Lequn Chen, Ye Han Ng, Nicholas Yew Jin Tan, Seung Ki Moon
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A035, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143107
https://doi.org/10.1115/DETC2024-143107
View Paper titled, Automatic Feature Recognition and Dimensional Attributes Extraction From CAD Models for Hybrid Additive-Subtractive Manufacturing
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Topics: Additive manufacturing, Computer-aided design, Convolutional neural networks, Manufacturing
Proceedings Papers

Generalized Anisotropic Multiobjective Topology Optimization for Naval Additive Manufacturing

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John Steuben, Athanasios Iliopoulos, Andrew Birnbaum, Benjamin Graber, John Michopoulos
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A037, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143491
https://doi.org/10.1115/DETC2024-143491
View Paper titled, Generalized Anisotropic Multiobjective Topology Optimization for Naval Additive Manufacturing
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Topics: Additive manufacturing, Anisotropy, Topology optimization, Design, Algorithms, Boundary-value problems, Constitutive equations, Cylinders, Engineering design, Manufacturing
Proceedings Papers

Human Assembly Action Recognition Framework for Real-World Assembly Operation

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Chao-Lung Yang, Tzu-Ching Kao, Po Ting Lin, Pin-Cheng Fu
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A025, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-141805
https://doi.org/10.1115/DETC2024-141805
View Paper titled, Human Assembly Action Recognition Framework for Real-World Assembly Operation
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Topics: Assembly lines, Calibration, Manufacturing
Proceedings Papers

SafeZone: A Topologically-Aware Voronoi-Based Framework for Fast Collision-Free Cooperative 3d Printing

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Ronnie F. P. Stone, Matthew Ebert, Wenchao Zhou, Ergun Akleman, Vinayak Krishnamurthy, Zhenghui Sha
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A038, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143658
https://doi.org/10.1115/DETC2024-143658
View Paper titled, SafeZone: A Topologically-Aware Voronoi-Based Framework for Fast Collision-Free Cooperative 3d Printing
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Topics: Additive manufacturing, Collisions (Physics), Manufacturing
Proceedings Papers

Self-Supervised Multi-Label Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing

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Jaehyuk Kim, Zhuo Yang, Yan Lu, Gisuk Hong
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A022, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-139383
https://doi.org/10.1115/DETC2024-139383
View Paper titled, Self-Supervised Multi-Label Melt Pool Anomaly Classification in Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Feedback, Lasers, Machine learning, Manufacturing, Mechanical properties, Metals, Model development, Monitoring systems, Plumes (Fluid dynamics)
Proceedings Papers

Three-Dimensional Visualization of Energy Consumption Data in Additive Manufacturing

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Morten Hejlskov Hansen, Teodor Vernica, Rami Mansour, Devarajan Ramanujan
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A046, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143405
https://doi.org/10.1115/DETC2024-143405
View Paper titled, Three-Dimensional Visualization of Energy Consumption Data in Additive Manufacturing
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Topics: Additive manufacturing, Energy consumption, Manufacturing, Sustainability, Visualization
Proceedings Papers

Human-Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Research Using Large Language Models

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Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A028, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142857
https://doi.org/10.1115/DETC2024-142857
View Paper titled, Human-Artificial Intelligence Teaming for Scientific Information Extraction From Data-Driven Additive Manufacturing Research Using Large Language Models
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Topics: Additive manufacturing, Design, Large language models, Manufacturing
Proceedings Papers

An Investigation of IMU-Based Tolerance Bands for Evaluating Manual Assembly Processes

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Rahul S. Renu, Kirk Johnson, Jerel Dawkins, Nathaniel Smith, Caroline Weeren, Blakeley Odom, James Righter
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A017, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143192
https://doi.org/10.1115/DETC2024-143192
View Paper titled, An Investigation of IMU-Based Tolerance Bands for Evaluating Manual Assembly Processes
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Topics: Manufacturing, Time series, Accelerometers, Cycles, Measurement units and standards, Artificial intelligence, Product design, Production facilities, Quality control charts, Robotics
Proceedings Papers

Safer and Efficient Factory by Predicting Worker Trajectories Using Spatio-Temporal Graph Attention Networks

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Satya Saravan Kumar Kasarapu, Gokula Vasantha, Jonathan Corney, Jack Hanson, John Quigley, Hanane El-Raoui, Nathan Thompson, Andrew Sherlock
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A022, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143048
https://doi.org/10.1115/DETC2024-143048
View Paper titled, Safer and Efficient Factory by Predicting Worker Trajectories Using Spatio-Temporal Graph Attention Networks
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Topics: Accidents, Algorithms, Assembly lines, Convolutional neural networks, Dynamics (Mechanics), Graph neural networks, Machinery, Manufacturing, Manufacturing industry, Modeling
Proceedings Papers

Perception of Automation, AI, and Collaboration in Manufacturing

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Oredola Adebayo, Pavan Kumar, Apurva Patel, Joshua D. Summers
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A049, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143183
https://doi.org/10.1115/DETC2024-143183
View Paper titled, Perception of Automation, AI, and Collaboration in Manufacturing
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Topics: Artificial intelligence, Collaboration, Manufacturing
Proceedings Papers

A Graph Database Schema for Metal Additive Informatics

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Marshall D. Allen, Raymundo Arróyave, Richard Malak
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A011, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-141981
https://doi.org/10.1115/DETC2024-141981
View Paper titled, A Graph Database Schema for Metal Additive Informatics
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Topics: Databases, Metals, Design, Alloys, Liquefied petroleum gas, Manufacturing, Additive manufacturing, Geometry, Metalwork, Relational databases
Proceedings Papers

Heterogeneous Transfer Learning for Design and Manufacturing Process Modeling Through Input Mapping and Multi-Fidelity Gaussian Process

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Sandipp Krishnan Ravi, Piyush Pandita, Changjie Sun, Liping Wang
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A031, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143998
https://doi.org/10.1115/DETC2024-143998
View Paper titled, Heterogeneous Transfer Learning for Design and Manufacturing Process Modeling Through Input Mapping and Multi-Fidelity Gaussian Process
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Topics: Design, Manufacturing, Modeling, Optimization, Cantilever beams, Cycles, Design engineering, Engineering design, Friction, Machine learning
Proceedings Papers

Parametric: Empowering In-Situ Parametric Modeling in Augment Reality for Personal Fabrication

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Runlin Duan, Xiyun Hu, Min Liu, Jingyu Shi, Karthik Ramani
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A034, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-146420
https://doi.org/10.1115/DETC2024-146420
View Paper titled, Parametric: Empowering In-Situ Parametric Modeling in Augment Reality for Personal Fabrication
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Topics: Manufacturing, Modeling, Design, Three-dimensional modeling, Computer software, Dimensions, Algorithms, Augmented reality, Collaboration, Computer-aided design
Proceedings Papers

Measuring the U. S. Biomanufacturing Economy

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Douglas Thomas
Proc. ASME. IDETC-CIE2024, Volume 2B: 44th Computers and Information in Engineering Conference (CIE), V02BT02A024, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-140630
https://doi.org/10.1115/DETC2024-140630
View Paper titled, Measuring the U. S. Biomanufacturing Economy
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Topics: Biomanufacturing, Economics , Manufacturing
Proceedings Papers

A Framework to Support Co-Design Exploration of Manufacturing Supply Networks for Resilience

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Mathew Baby, Pooja Mukundan, Anand Balu Nellippallil
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A043, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-146295
https://doi.org/10.1115/DETC2024-146295
View Paper titled, A Framework to Support Co-Design Exploration of Manufacturing Supply Networks for Resilience
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Topics: Design, Manufacturing, Resilience
Proceedings Papers

Multi-Lattice Topology Optimization With Lattice Representation Learned by Generative Models

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Jiangce Chen, Martha Baldwin, Sneha Narra, Christopher McComb
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A010, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-145592
https://doi.org/10.1115/DETC2024-145592
View Paper titled, Multi-Lattice Topology Optimization With Lattice Representation Learned by Generative Models
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Topics: Topology optimization, Design, Manufacturing, Optimization, Additive manufacturing, Artificial neural networks, Compliance, Innovation, Materials properties, Stiffness
Proceedings Papers

Inverse-Prediction of Material Property in Fused Filament Fabrication/Fused Deposition Modeling

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Junghun Lee, Hadiza Yusuf, Conrad Tucker
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A036, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143840
https://doi.org/10.1115/DETC2024-143840
View Paper titled, Inverse-Prediction of Material Property in Fused Filament Fabrication/Fused Deposition Modeling
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Topics: Manufacturing, Materials properties, Modeling, Printing, Geometry, Yield strength, Young's modulus, Additive manufacturing, Computer-aided design, Deep learning
Proceedings Papers

Evolved Structures: Primification Using Load Lines

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Elliot Sadler, Ryan McClelland, Nhut Ho, Bingbing Li
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A032, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-131819
https://doi.org/10.1115/DETC2024-131819
View Paper titled, Evolved Structures: Primification Using Load Lines
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Topics: Generative design, Stress, Geometry, Testing, Workflow, Finite element analysis, Carbon fibers, Engineers, Manufacturing, Shapes
Proceedings Papers

A Hybrid Simulation-Gaussian Process Regression Approach for Performance Prediction and Reconfiguration of Production Layout

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Jongsuk Lee, Seung Ki Moon
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A035, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142477
https://doi.org/10.1115/DETC2024-142477
View Paper titled, A Hybrid Simulation-Gaussian Process Regression Approach for Performance Prediction and Reconfiguration of Production Layout
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Topics: Manufacturing, Simulation
Proceedings Papers

Designing Remote Monitoring for Smart Manufacturing Facilities: Hazard Identification and Classification

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Caseysimone Ballestas, Mansidak Singh, Duy Vu, Kenton Blane Fillingim, Kosa Goucher-Lambert
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A006, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143881
https://doi.org/10.1115/DETC2024-143881
View Paper titled, Designing Remote Monitoring for Smart Manufacturing Facilities: Hazard Identification and Classification
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Topics: Design, Hazards, Manufacturing, Production facilities