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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

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

Deep Ensembles for Modeling Uncertain Phase Constraints In Compositionally Graded Alloy Design

Marshall Allen, Raymundo Arroyave, Richard Malak

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A028, August 14–17, 2022

Paper No: DETC2022-89091

DOI: https://doi.org/10.1115/DETC2022-89091

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Topics: Alloys, Design, Modeling, Artificial neural networks, Manufacturing, Metals, Probability, Algorithms, Engineering simulation, Functionally graded materials

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

Application of Transfer Learning in Metalworking Fluid Distinction

Xiao Wei, Fabian Jochmann, Anna Lena Demmerling, Dirk Söffker

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A003, August 14–17, 2022

Paper No: DETC2022-89452

DOI: https://doi.org/10.1115/DETC2022-89452

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Topics: Acoustic emissions, Algorithms, Artificial neural networks, Data mining, Fluids, Metalworking, Signals, Thread, Water, Condition monitoring

Proceedings Papers

Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric

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

Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A029, August 14–17, 2022

Paper No: DETC2022-89511

DOI: https://doi.org/10.1115/DETC2022-89511

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Topics: Additive manufacturing, Calibration, Finite element analysis, Metals, Modeling, Uncertainty

Proceedings Papers

Design Recommendations for Reducing the Environmental Impact of Battery Packs

Felipe Quijano-Ortiz, Carolyn Seepersad

Proc. ASME. IDETC-CIE2022, Volume 5: 27th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A010, August 14–17, 2022

Paper No: DETC2022-89725

DOI: https://doi.org/10.1115/DETC2022-89725

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Topics: Batteries, Design, Automobiles, Economics , Electric vehicle batteries, Electric vehicles, Electrification, Energy storage, Engineers, Lithium-ion batteries

Proceedings Papers

A Subspace-Inclusive Sampling Method for the Computational Design of Compositionally Graded Alloys

Marshall Allen, Tanner Kirk, Richard Malak, Raymundo Arroyave

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A004, August 17–19, 2021

Paper No: DETC2021-68836

DOI: https://doi.org/10.1115/DETC2021-68836

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Topics: Alloys, Design, Sampling methods, Design methodology, Functionally graded materials, Metals, Nickel titanium alloys, Shapes, Stainless steel

Proceedings Papers

SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations

Umar Farooq Ghumman, Anton van Beek, Joydeep Munshi, TeYu Chien, Ganesh Balasubramanian, Wei Chen

Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A005, August 17–19, 2021

Paper No: DETC2021-71595

DOI: https://doi.org/10.1115/DETC2021-71595

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Topics: Design, Molecular dynamics simulation, Optimization, Process design, Solar cells, Spectral energy distribution, Annealing, Energy conversion, Metals, Photovoltaic cells

Proceedings Papers

Mechanical Characterization of Metal Additively Manufactured Contact Aided Cellular Compliant Mechanisms

Jivtesh B. Khurana, Mary Frecker

Proc. ASME. IDETC-CIE2021, Volume 8A: 45th Mechanisms and Robotics Conference (MR), V08AT08A023, August 17–19, 2021

Paper No: DETC2021-71756

DOI: https://doi.org/10.1115/DETC2021-71756

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Topics: Absorption, Additive manufacturing, Compliant mechanisms, Lasers, Metals

Proceedings Papers

Environmental and Economic Assessment of a Portable E-Waste Recycling and Rare Earth Elements Recovery Process

Emmanuel Ohene Opare, Amin Mirkouei

Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A007, August 17–19, 2021

Paper No: DETC2021-68555

DOI: https://doi.org/10.1115/DETC2021-68555

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Topics: Economic analysis, Economics , Life cycle assessment, Recycling, Sustainability, Electronics, Laptop computers, Mining, Biodegradation, Computers

Proceedings Papers

Exploration of Support Structure Design for Additive Manufacturing at a Major OEM: a Case Study

Lucas Morand, Joshua D. Summers, Garrett J. Pataky

Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A002, August 17–19, 2021

Paper No: DETC2021-69818

DOI: https://doi.org/10.1115/DETC2021-69818

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Topics: Additive manufacturing, Design, Deformation, Density, Metals, Stress, Geometry, Lasers, Melting, Solid models

Proceedings Papers

A Strategy for Fine Mesh Resolution in Contact Mechanics

Gaurav Chauda, Daniel J. Segalman

Proc. ASME. IDETC-CIE2021, Volume 10: 33rd Conference on Mechanical Vibration and Sound (VIB), V010T10A010, August 17–19, 2021

Paper No: DETC2021-71360

DOI: https://doi.org/10.1115/DETC2021-71360

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Topics: Contact mechanics, Resolution (Optics), Disks, Brass (Metal), Degrees of freedom, Elasticity, Finite element analysis, Fourier analysis, Linear systems, Metals

Proceedings Papers

Stochastically-Trained Physics-Informed Neural Networks: Application to Thermal Analysis in Metal Laser Powder Bed Fusion

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

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A004, August 17–19, 2021

Paper No: DETC2021-70557

DOI: https://doi.org/10.1115/DETC2021-70557

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Topics: Artificial neural networks, Lasers, Metals, Physics, Thermal analysis, Engineering simulation, Machine learning, Manufacturing, Simulation, Transients (Dynamics)

Proceedings Papers

Modeling and Design Exploration of Tensegrity Plate Mechanisms With Energy Dissipation Capabilities Enabled by Shape Memory Alloys

Pedro Silva, Edwin A. Peraza Hernandez

Proc. ASME. IDETC-CIE2021, Volume 8B: 45th Mechanisms and Robotics Conference (MR), V08BT08A019, August 17–19, 2021

Paper No: DETC2021-70025

DOI: https://doi.org/10.1115/DETC2021-70025

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Topics: Design, Energy dissipation, Modeling, Shape memory alloys, Tensegrity, Plates (structures), String, Stress, Aerospace industry, Compression

Proceedings Papers

In-Process Data Fusion for Process Monitoring and Control of Metal Additive Manufacturing

Zhuo Yang, Yan Lu, Simin Li, Jennifer Li, Yande Ndiaye, Hui Yang, Sundar Krishnamurty

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A072, August 17–19, 2021

Paper No: DETC2021-71813

DOI: https://doi.org/10.1115/DETC2021-71813

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Topics: Additive manufacturing, Data fusion, Metals, Process control, Process monitoring

Proceedings Papers

In-Situ Observation Selection for Quality Management in Metal Additive Manufacturing

Byeong-Min Roh, Soundar R. T. Kumara, Hui Yang, Timothy W. Simpson, Paul Witherell, Yan Lu

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A069, August 17–19, 2021

Paper No: DETC2021-70035

DOI: https://doi.org/10.1115/DETC2021-70035

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Topics: Additive manufacturing, Metals, Ontologies, Quality management, Sensors

Proceedings Papers

Using Unsupervised Learning for Regulating Deposition Speed During Robotic Wire Arc Additive Manufacturing

Ashish Kulkarni, Prahar M. Bhatt, Alec Kanyuck, Satyandra K. Gupta

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A045, August 17–19, 2021

Paper No: DETC2021-71865

DOI: https://doi.org/10.1115/DETC2021-71865

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Topics: Additive manufacturing, Robotics, Wire, Corners (Structural elements), Metals, Trains, Dynamics (Mechanics), Electric arcs, Failure, Geometry

Proceedings Papers

Design for Stamping: Part I — Analysis of Part Attributes That Impact Die Construction Costs for Metal Stampings

Corrado Poli, Pratip Dastidar, Prashant Mahajan

Proc. ASME. DETC91, 17th Design Automation Conference: Volume 1 — Design Automation and Design Optimization, 33-41, September 22–25, 1991

Paper No: DETC1991-0067

DOI: https://doi.org/10.1115/DETC1991-0067

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Topics: Construction, Design, Metal stamping, Metals, Design for Manufacturing, Computers, Manufacturing, Tooling

Proceedings Papers

Contribution to Computer Control and Optimization of Hydro-Abrasive Jet Machining Process

Roberto Groppetti, Giuseppe Comi

Proc. ASME. CIE91, ASME 1991 Computers in Engineering Conference: Volume 2 — Finite Elements/Computational Geometry; Computers in Education; Robotics and Controls, 597-607, August 18–22, 1991

Paper No: CIE1991-0175

DOI: https://doi.org/10.1115/CIE1991-0175

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Topics: Computer control, Machining, Optimization, Control equipment, Pareto optimization, Adaptive control, Ceramics, Economics , Fiber reinforced composites, Metals

2 3 4 5

NARROW

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

Analyzing Expert Design Cost Estimation for Additive Manufacturing

Deep Ensembles for Modeling Uncertain Phase Constraints In Compositionally Graded Alloy Design

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

Application of Transfer Learning in Metalworking Fluid Distinction

Iterative Uncertainty Calibration for Modeling Metal Additive Manufacturing Processes Using Statistical Moment-Based Metric

Design Recommendations for Reducing the Environmental Impact of Battery Packs

A Subspace-Inclusive Sampling Method for the Computational Design of Compositionally Graded Alloys

SDF-Based Inverse Process Design of Solar Cells Using Molecular Dynamics Simulations

Mechanical Characterization of Metal Additively Manufactured Contact Aided Cellular Compliant Mechanisms

Environmental and Economic Assessment of a Portable E-Waste Recycling and Rare Earth Elements Recovery Process

Exploration of Support Structure Design for Additive Manufacturing at a Major OEM: a Case Study

A Strategy for Fine Mesh Resolution in Contact Mechanics

Stochastically-Trained Physics-Informed Neural Networks: Application to Thermal Analysis in Metal Laser Powder Bed Fusion

Modeling and Design Exploration of Tensegrity Plate Mechanisms With Energy Dissipation Capabilities Enabled by Shape Memory Alloys

In-Process Data Fusion for Process Monitoring and Control of Metal Additive Manufacturing

In-Situ Observation Selection for Quality Management in Metal Additive Manufacturing

Using Unsupervised Learning for Regulating Deposition Speed During Robotic Wire Arc Additive Manufacturing

Design for Stamping: Part I — Analysis of Part Attributes That Impact Die Construction Costs for Metal Stampings

Contribution to Computer Control and Optimization of Hydro-Abrasive Jet Machining Process

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