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Proceedings Papers

Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis

Huiru Li, Jitesh H. Panchal, Xiaoping Du
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A045, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112948
https://doi.org/10.1115/DETC2023-112948
View Paper titled, Quantification Model Uncertainty of Label-Free Machine Learning for Multidisciplinary Systems Analysis
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Topics: Artificial neural networks, Machine learning, Systems analysis, Uncertainty, Errors, Engineering disciplines, Combustion, Design, Engineering systems and industry applications, Uncertainty quantification
Proceedings Papers

Enhancing Design Guidelines for Metal Powder Bed Fusion: Analyzing Geometric Features to Improve Part Quality

Jannatul Bushra, Hannah D. Budinoff, Pablo Luna Falcon, Marat Latypov
Proc. ASME. IDETC-CIE2023, Volume 5: 28th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A011, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117019
https://doi.org/10.1115/DETC2023-117019
View Paper titled, Enhancing Design Guidelines for Metal Powder Bed Fusion: Analyzing Geometric Features to Improve Part Quality
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Topics: Design, Geometry, Metal powders, Additive manufacturing, Engineering simulation, Errors, Finite element analysis, Machine learning, Product design, Shapes
Proceedings Papers

Fewer Triplets Than You Think: Novelty Error Converges Faster Than Triplet Violations in Ordinal Embeddings

Matthew Keeler, Mark Fuge
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A020, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116696
https://doi.org/10.1115/DETC2023-116696
View Paper titled, Fewer Triplets Than You Think: Novelty Error Converges Faster Than Triplet Violations in Ordinal Embeddings
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Topics: Errors, Sampling methods, Uncertainty, Design, Space
Proceedings Papers

Design and Tracking Control of a Large-Range Reluctance-Actuated Compliant Nano-Manipulator

Xuexuan Li, Yijie Liu, Zhen Zhang
Proc. ASME. IDETC-CIE2023, Volume 7: 19th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA), V007T07A016, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116451
https://doi.org/10.1115/DETC2023-116451
View Paper titled, Design and Tracking Control of a Large-Range Reluctance-Actuated Compliant Nano-Manipulator
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Topics: Actuators, Design, Manipulators, Tracking control, Control equipment, Errors, Closed loop systems, Compliant mechanisms, Density, Engines
Proceedings Papers

A Force- and Stress-Deflection Model of Serpentine Flexures for Use in a Compliant Bone Plate

Connor Huxman, Jared Butler
Proc. ASME. IDETC-CIE2023, Volume 8: 47th Mechanisms and Robotics Conference (MR), V008T08A032, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115051
https://doi.org/10.1115/DETC2023-115051
View Paper titled, A Force- and Stress-Deflection Model of Serpentine Flexures for Use in a Compliant Bone Plate
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Topics: Bone, Deflection, Stress, Design, Bending (Stress), Boundary-value problems, Errors, Finite element analysis, Fracture (Materials), Fracture (Process)
Proceedings Papers

Safe Autonomous Vehicle Cooperative Cruise Control With Deep Reinforcement Learning

James Yang, Natnael M. Negash
Proc. ASME. IDETC-CIE2023, Volume 1: 25th International Conference on Advanced Vehicle Technologies (AVT), V001T01A015, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-113683
https://doi.org/10.1115/DETC2023-113683
View Paper titled, Safe Autonomous Vehicle Cooperative Cruise Control With Deep Reinforcement Learning
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Topics: Autonomous vehicles, Errors, Reinforcement learning
Proceedings Papers

Capturing Local Temperature Evolution During Additive Manufacturing Through Fourier Neural Operators

Jiangce Chen, Wenzhuo Xu, Martha Baldwin, Björn Nijhuis, Ton van den Boogaard, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A085, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117055
https://doi.org/10.1115/DETC2023-117055
View Paper titled, Capturing Local Temperature Evolution During Additive Manufacturing Through Fourier Neural Operators
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Topics: Additive manufacturing, Temperature, Computer simulation, Design, Errors, Finite element methods, Heat, Production planning
Proceedings Papers

Heat Sink Design Optimization via GAN-CNN Combined Deep-Learning

Nathan Flynn, Xiaoping Qian
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A023, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116429
https://doi.org/10.1115/DETC2023-116429
View Paper titled, Heat Sink Design Optimization via GAN-CNN Combined Deep-Learning
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Topics: Design, Heat sinks, Optimization, Simulation, Temperature, Artificial neural networks, Computational fluid dynamics, Computer software, Errors, Fluid dynamics
Proceedings Papers

A Visual Representation of Engineering Catalogs Using Variational Autoencoders

Saketh Sridhara, Krishnan Suresh
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A020, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115029
https://doi.org/10.1115/DETC2023-115029
View Paper titled, A Visual Representation of Engineering Catalogs Using Variational Autoencoders
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Topics: Artificial neural networks, Bearings, Design, Dimensions, Engineering disciplines, Engineering systems and industry applications, Errors, Motors, Product development, Visualization
Proceedings Papers

Diffusing the Optimal Topology: A Generative Optimization Approach

Giorgio Giannone, Faez Ahmed
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A012, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116595
https://doi.org/10.1115/DETC2023-116595
View Paper titled, Diffusing the Optimal Topology: A Generative Optimization Approach
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Topics: Optimization, Topology, Diffusion (Physics), Approximation, Design, Engineering design, Engineering systems and industry applications, Errors, Topology optimization
Proceedings Papers

Hierarchical Gaussian Process Surrogate Modeling Framework for Heterogeneous Multi-Fidelity Dataset

Juyoung Lee, Mingyu Lee, Bong Jae Lee, Ikjin Lee
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A001, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-110455
https://doi.org/10.1115/DETC2023-110455
View Paper titled, Hierarchical Gaussian Process Surrogate Modeling Framework for Heterogeneous Multi-Fidelity Dataset
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Topics: Metamodeling, Approximation, Electrolytes, Errors
Proceedings Papers

Layer-to-Layer Thermal History Prediction for Thin Walls in Metal Additive Manufacturing

Yifan Tang, Shahriar Bakrani Balani, Akshay Dhalpe, Mostafa Rahmani Dehaghani, Suraj Panicker, Eric Coatanea, Di Wu, G. Gary Wang
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A076, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114997
https://doi.org/10.1115/DETC2023-114997
View Paper titled, Layer-to-Layer Thermal History Prediction for Thin Walls in Metal Additive Manufacturing
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Topics: Additive manufacturing, Metals, Modeling, Thin wall structures, Simulation, Temperature, Artificial neural networks, Computer simulation, Errors, Printing
Proceedings Papers

Application of a Continuous Variable Density Infill: Manipulating Center of Gravity

Patrick N. Murphy, Bashir Khoda
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A043, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116644
https://doi.org/10.1115/DETC2023-116644
View Paper titled, Application of a Continuous Variable Density Infill: Manipulating Center of Gravity
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Topics: Center of mass, Density, Extruding, Algorithms, Additive manufacturing, Errors, Modeling, Design engineering, Inertia (Mechanics), Matlab
Proceedings Papers

A Heuristic Approach to Classify Geometrically Defective Bead Segments Based on Range of Curvature, Range of Sound Power and Maximum Height

Nowrin Akter Surovi, Gim Song Soh
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A005, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114741
https://doi.org/10.1115/DETC2023-114741
View Paper titled, A Heuristic Approach to Classify Geometrically Defective Bead Segments Based on Range of Curvature, Range of Sound Power and Maximum Height
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Topics: Additive manufacturing, Density, Errors, Optical quality control, Wire
Proceedings Papers

Control Co-Design With Approximate Explicit Model Predictive Controllers

Ying-Kuan Tsai, Richard J. Malak, Jr.
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A001, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-109551
https://doi.org/10.1115/DETC2023-109551
View Paper titled, Control Co-Design With Approximate Explicit Model Predictive Controllers
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Topics: Control equipment, Design, Stability, Optimization, Probability, Approximation, Control systems, Decision making, Dynamic systems, Errors
Proceedings Papers

Experimental Verification of Sobol Sensitivity Indices in a Space Latching Mechanism

Nathan Johnson, Christopher Roberts, Brian Slaboch, Philip Voglewede
Proc. ASME. IDETC-CIE2023, Volume 8: 47th Mechanisms and Robotics Conference (MR), V008T08A016, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116738
https://doi.org/10.1115/DETC2023-116738
View Paper titled, Experimental Verification of Sobol Sensitivity Indices in a Space Latching Mechanism
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Topics: Design, Errors, Noise (Sound), Potential energy, Simulation, Springs, Torsion
Proceedings Papers

A Unified Real-Time Motion Generation Algorithm for Approximate Position Analysis of Planar N-Bar Mechanisms

Zhijie Lyu, Wei Liao, Anurag Purwar
Proc. ASME. IDETC-CIE2023, Volume 8: 47th Mechanisms and Robotics Conference (MR), V008T08A019, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117159
https://doi.org/10.1115/DETC2023-117159
View Paper titled, A Unified Real-Time Motion Generation Algorithm for Approximate Position Analysis of Planar N-Bar Mechanisms
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Topics: Algorithms, Mechanical admittance, Simulation, Computation, Computer software, Degrees of freedom, Design, Errors, Kinematics, Linkages
Proceedings Papers

Quality & Error Tendencies of Gears Printed by Stereolithography Three-Dimensional Printer

Kaiwen Duan, Keisuke Osawa, Eiichiro Tanaka
Proc. ASME. IDETC-CIE2023, Volume 11: 2023 International Power Transmission and Gearing Conference (PTG), V011T11A021, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116460
https://doi.org/10.1115/DETC2023-116460
View Paper titled, Quality & Error Tendencies of Gears Printed by Stereolithography Three-Dimensional Printer
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Topics: Additive manufacturing, Errors, Gears, Helical gears, Stereolithography
Proceedings Papers

Non-Contact Measurement of Spiral Bevel Gears Using the Laser Profiler on the Five-Axis Machine

Yi-Pei Shih, Bor-Tyng Sheen, Wun-Kai Wu, Bo-Lin Wei
Proc. ASME. IDETC-CIE2023, Volume 11: 2023 International Power Transmission and Gearing Conference (PTG), V011T11A020, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112006
https://doi.org/10.1115/DETC2023-112006
View Paper titled, Non-Contact Measurement of Spiral Bevel Gears Using the Laser Profiler on the Five-Axis Machine
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Topics: Errors, Lasers, Machinery, Measurement systems, Spiral bevel gears
Proceedings Papers

Numerical and Experimental Study on the Correlation Between Wear and Transmission Error of Carbon Fiber-Reinforced Polymer Gears Cured in Autoclave

Borut Černe, Nikola Vukašinović, Zoran Bergant, Damijan Zorko
Proc. ASME. IDETC-CIE2023, Volume 11: 2023 International Power Transmission and Gearing Conference (PTG), V011T11A007, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116708
https://doi.org/10.1115/DETC2023-116708
View Paper titled, Numerical and Experimental Study on the Correlation Between Wear and Transmission Error of Carbon Fiber-Reinforced Polymer Gears Cured in Autoclave
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Topics: Carbon, Carbon reinforced plastics, Errors, Fibers, Finite element analysis, Gears, Polymers, Wear