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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

Discovery of Customized Dispatching Rule for Single-Machine Production Scheduling Using Deep Reinforcement Learning

Ping Chong Chua, Seung Ki Moon, Yen Ting Ng, Huey Yuen Ng, Manel Lopez

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A072, August 14–17, 2022

Paper No: DETC2022-89829

DOI: https://doi.org/10.1115/DETC2022-89829

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Topics: Machinery, Modeling, Reinforcement learning

Proceedings Papers

Resilience Modeling in Complex Engineered Systems With Human-Machine Interactions

Lukman Irshad, Daniel Hulse

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A024, August 14–17, 2022

Paper No: DETC2022-89531

DOI: https://doi.org/10.1115/DETC2022-89531

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Topics: Machinery, Modeling, Resilience, Design, Failure, Design methodology, Dynamics (Mechanics), Errors, Teams

Proceedings Papers

Data Augmentation of Engineering Drawings for Data-Driven Component Segmentation

Wentai Zhang, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A016, August 14–17, 2022

Paper No: DETC2022-91043

DOI: https://doi.org/10.1115/DETC2022-91043

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Topics: Engineering drawings, Image segmentation, Computers, Machinery, Design, Dimensions, Machine learning, Manufacturing

Proceedings Papers

Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods

Shai Bernard, Jun Wang, Mark Fuge

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A004, August 14–17, 2022

Paper No: DETC2022-90065

DOI: https://doi.org/10.1115/DETC2022-90065

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Topics: Design methodology, Errors, Optimization, Topology, Algorithms, Design, Geometry, Heat sinks, Machinery, Sensitivity analysis

Proceedings Papers

Synthetic Image Assisted Deep Learning Framework for Detecting Defects During Composite Sheet Layup

Omey M. Manyar, Junyan Cheng, Reuben Levine, Vihan Krishnan, Jernej Barbič, Satyandra K. Gupta

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A005, August 14–17, 2022

Paper No: DETC2022-90084

DOI: https://doi.org/10.1115/DETC2022-90084

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Topics: Composite materials, Flaw detection, Manufacturing, Machinery, Simulation, Trains

Proceedings Papers

Dynamics of a Nonlinear Absorber and Hand-Held Impact Machine

Oreoluwa Alabi, Sunit Kumar Gupta, Oumar Barry

Proc. ASME. IDETC-CIE2022, Volume 9: 18th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V009T09A022, August 14–17, 2022

Paper No: DETC2022-91041

DOI: https://doi.org/10.1115/DETC2022-91041

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Topics: Dynamics (Mechanics), Machinery, Vibration, Design, Fatigue, Lumped parameter models, Muscle, Nonlinear vibration, Poincaré maps, System dynamics

Proceedings Papers

Systematic Generation of 5-Axis Manufacturing Machines

Cole Jetton, Liam Rudd, Matthew I. Campbell

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A019, August 14–17, 2022

Paper No: DETC2022-87874

DOI: https://doi.org/10.1115/DETC2022-87874

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Topics: Design, Machinery, Manufacturing, Degrees of freedom, Algebra, Computers, Cutting, Generative design, Hull, Kinematics

Proceedings Papers

Experimental Characterization and Modeling of a Unit Soft Air Bladder

Sandra Edward, Mahshid Mansouri, Elizabeth T. Hsiao-Wecksler, Girish Krishnan

Proc. ASME. IDETC-CIE2022, Volume 7: 46th Mechanisms and Robotics Conference (MR), V007T07A058, August 14–17, 2022

Paper No: DETC2022-91266

DOI: https://doi.org/10.1115/DETC2022-91266

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Topics: Actuators, Bearings, Computer numerical control machine tools, Design, Dimensions, Displacement, Engineers, Experimental characterization, Fittings, Geometry

Proceedings Papers

Mechanical Face Seal Dynamics Subjected to Machine Vibration and Noise

Itzhak Green

Proc. ASME. IDETC-CIE2022, Volume 9: 18th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V009T09A004, August 14–17, 2022

Paper No: DETC2022-91006

DOI: https://doi.org/10.1115/DETC2022-91006

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Topics: Dynamics (Mechanics), Machinery, Noise (Sound), Vibration

Proceedings Papers

Review of Human-Machine Interaction Towards Industry 5.0: Human-Centric Smart Manufacturing

Jialu Yang, Tianyuan Liu, Ying Liu, Phillip Morgan

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A060, August 14–17, 2022

Paper No: DETC2022-89711

DOI: https://doi.org/10.1115/DETC2022-89711

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Topics: Machinery, Manufacturing

Proceedings Papers

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

Ashish M. Chaudhari, Daniel Selva

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A020, August 14–17, 2022

Paper No: DETC2022-90477

DOI: https://doi.org/10.1115/DETC2022-90477

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Topics: Collaboration, Design, Generative design, Machinery, Metamaterials, Semantics, Stress

Proceedings Papers

Topology Optimization of Permanent Magnets for Generators Using Level Set Methods

Jiawei Tian, Ran Zhuang, Juan Cilia, Arvind Rangarajan, Fang Luo, Jon Longtin, Shikui Chen

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A037, August 14–17, 2022

Paper No: DETC2022-90601

DOI: https://doi.org/10.1115/DETC2022-90601

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Topics: Generators, Optimization, Permanent magnets, Topology, Design, Machinery, Magnetic materials, Equipment performance, Generative design, Magnetic fields

Proceedings Papers

Improved Method for Extracting Difficult-To-Machine Shapes Using Multiple Milling Simulation Results

Qi Chen, Nobuyuki Umezu, Masatomo Inui

Proc. ASME. IDETC-CIE2022, Volume 5: 27th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A009, August 14–17, 2022

Paper No: DETC2022-89579

DOI: https://doi.org/10.1115/DETC2022-89579

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Topics: Computer-aided design, Machinery, Milling, Shapes, Simulation, Simulation results

Proceedings Papers

A Study of the Exploratory Creativity Performance Between Machine and Human Designers

Yuan Yin, Kaitong Qin, Huiting Liu, Peter Childs, Lingyun Sun, Liuqing Chen

Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A001, August 14–17, 2022

Paper No: DETC2022-87505

DOI: https://doi.org/10.1115/DETC2022-87505

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Topics: Creativity, Machinery

Proceedings Papers

Understanding the Energy Behavior of Building Occupants Through the Chronology of Their Energy Interactions

Danielle Preziuso, Gregory Kaminski, Philip Odonkor

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A014, August 17–19, 2021

Paper No: DETC2021-69953

DOI: https://doi.org/10.1115/DETC2021-69953

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Topics: Energy consumption, Intelligent buildings, Machinery, Structures

Proceedings Papers

Neurocognitive Effects of Incentivizing Students to Improve Performance Through Repeat Attempts in Design Settings

Devanshi Shah, Elisabeth Kames, Beshoy Morkos

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A019, August 17–19, 2021

Paper No: DETC2021-72058

DOI: https://doi.org/10.1115/DETC2021-72058

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Topics: Design, Electroencephalography, Students, Sensors, Brain, Stress, Machinery, Regression analysis

Proceedings Papers

A Framework to Study Human-AI Collaborative Design Space Exploration

Antoni Viros-i-Martin, Daniel Selva

Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A052, August 17–19, 2021

Paper No: DETC2021-67619

DOI: https://doi.org/10.1115/DETC2021-67619

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Topics: Design, Blocks (Building materials), Complex systems, Computers, Innovation, Lenses (Optics), Machinery, Risk

Proceedings Papers

On the Structural Constraint and Motion of 3-PRS Parallel Kinematic Machines

Hassen Nigatu, Yun Ho Choi, Doik Kim

Proc. ASME. IDETC-CIE2021, Volume 8A: 45th Mechanisms and Robotics Conference (MR), V08AT08A032, August 17–19, 2021

Paper No: DETC2021-70160

DOI: https://doi.org/10.1115/DETC2021-70160

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Topics: Kinematics, Machinery, Manipulators, Computer simulation, Constraint equations, Dimensions, Equations of motion, Jacobian matrices

2 3 4 5

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

Discovery of Customized Dispatching Rule for Single-Machine Production Scheduling Using Deep Reinforcement Learning

Resilience Modeling in Complex Engineered Systems With Human-Machine Interactions

Data Augmentation of Engineering Drawings for Data-Driven Component Segmentation

Mean Squared Error May Lead You Astray When Optimizing Your Inverse Design Methods

Synthetic Image Assisted Deep Learning Framework for Detecting Defects During Composite Sheet Layup

Dynamics of a Nonlinear Absorber and Hand-Held Impact Machine

Systematic Generation of 5-Axis Manufacturing Machines

Experimental Characterization and Modeling of a Unit Soft Air Bladder

Mechanical Face Seal Dynamics Subjected to Machine Vibration and Noise

Review of Human-Machine Interaction Towards Industry 5.0: Human-Centric Smart Manufacturing

Evaluating Designer Learning and Performance in Interactive Deep Generative Design

Topology Optimization of Permanent Magnets for Generators Using Level Set Methods

Improved Method for Extracting Difficult-To-Machine Shapes Using Multiple Milling Simulation Results

A Study of the Exploratory Creativity Performance Between Machine and Human Designers

Understanding the Energy Behavior of Building Occupants Through the Chronology of Their Energy Interactions

Neurocognitive Effects of Incentivizing Students to Improve Performance Through Repeat Attempts in Design Settings

A Framework to Study Human-AI Collaborative Design Space Exploration

On the Structural Constraint and Motion of 3-PRS Parallel Kinematic Machines

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