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Proceedings Papers

Understanding Resilience Optimization Architectures With an Optimization Problem Repository

Daniel Hulse, Hongyang Zhang, Christopher Hoyle
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A039, August 17–19, 2021
Paper No: DETC2021-70985
DOI: https://doi.org/10.1115/DETC2021-70985
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Topics: Architecture, Optimization, Resilience, Design, Algorithms, Cooling, Engineering simulation, Hazards, Pandemics, Risk management
Proceedings Papers

Investigate the Influence of Online Ratings and Reviews in Purchase Behavior Using Customer Choice Sets

Kangcheng Lin, Harrison M. Kim
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A017, August 17–19, 2021
Paper No: DETC2021-70806
DOI: https://doi.org/10.1115/DETC2021-70806
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Topics: Feedback, Laptop computers, Preferences, Probability, Product design
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

Utilizing 3D Printing Pens for Maintenance and Repair of Additively Manufactured Components

Kyle Koren, Toluwalase Olajoyegbe, Beshoy Morkos, Hector Gutierrez
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A037, August 17–19, 2021
Paper No: DETC2021-66780
DOI: https://doi.org/10.1115/DETC2021-66780
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Topics: Additive manufacturing, Maintenance
Proceedings Papers

Kinematic Modeling of a Novel RR-RP Hybrid Serial-Parallel Mechanism With Variable Topology

Brian J. Slaboch, Peter Holtzen, Luis A. Rodriguez
Proc. ASME. IDETC-CIE2021, Volume 8B: 45th Mechanisms and Robotics Conference (MR), V08BT08A026, August 17–19, 2021
Paper No: DETC2021-71189
DOI: https://doi.org/10.1115/DETC2021-71189
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Topics: Kinematics, Modeling, Topology, Actuators, Manipulators, Weight (Mass)
Proceedings Papers

A Graph Neural Network Approach for Product Relationship Prediction

Faez Ahmed, Yaxin Cui, Yan Fu, Wei Chen
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A036, August 17–19, 2021
Paper No: DETC2021-69462
DOI: https://doi.org/10.1115/DETC2021-69462
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Topics: Artificial neural networks, Artificial intelligence, Automobiles, Design, Drugs, Engineering systems and industry applications, Machine learning, Modeling, Network analysis, Optimization
Proceedings Papers

Robust Design of Coupled Engineered Systems

Gehendra Sharma, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A024, August 17–19, 2021
Paper No: DETC2021-71187
DOI: https://doi.org/10.1115/DETC2021-71187
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Topics: Composite materials, Design, Mechanical drives
Proceedings Papers

Data-Driven Design via Scalable Gaussian Processes for Multi-Response Big Data With Qualitative Factors

Liwei Wang, Suraj Yerramilli, Akshay Iyer, Daniel Apley, Ping Zhu, Wei Chen
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A018, August 17–19, 2021
Paper No: DETC2021-71570
DOI: https://doi.org/10.1115/DETC2021-71570
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Topics: Design, Metamodeling, Optimization, Topology, Machine learning, Architecture, Blocks (Building materials), Compliant mechanisms, Metamaterials, Modeling
Proceedings Papers

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

Michael Saidani, Harrison Kim, Bernard Yannou
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A005, August 17–19, 2021
Paper No: DETC2021-70613
DOI: https://doi.org/10.1115/DETC2021-70613
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Topics: Design, Green design, Machine learning, Natural language processing
Proceedings Papers

Physics-Informed Machine Learning for Degradation Diagnostics of Lithium-Ion Batteries

Adam Thelen, Yu Hui Lui, Sheng Shen, Simon Laflamme, Shan Hu, Chao Hu
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A041, August 17–19, 2021
Paper No: DETC2021-71407
DOI: https://doi.org/10.1115/DETC2021-71407
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Topics: Lithium-ion batteries, Machine learning, Physics
Proceedings Papers

Value of Information for Continuous Monitoring Systems in Recurrent Maintenance Decision Scenarios

Xinyang Liu, Pingfeng Wang
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A040, August 17–19, 2021
Paper No: DETC2021-71021
DOI: https://doi.org/10.1115/DETC2021-71021
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Topics: Decision making, Maintenance, Monitoring systems
Proceedings Papers

Reliability Constrained Optimal Design of Distributed Generators in Power System Under Load and Wind Turbine Generation Uncertainty

Zhetao Chen, Zhimin Xi
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A026, August 17–19, 2021
Paper No: DETC2021-68199
DOI: https://doi.org/10.1115/DETC2021-68199
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Topics: Design, Dimensions, Eigenvalues, Event history analysis, Generators, Particle swarm optimization, Power systems (Machinery), Reliability, Stress, Uncertainty
Proceedings Papers

BIKED: A Dataset and Machine Learning Benchmarks for Data-Driven Bicycle Design

Lyle Regenwetter, Brent Curry, Faez Ahmed
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A019, August 17–19, 2021
Paper No: DETC2021-71681
DOI: https://doi.org/10.1115/DETC2021-71681
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Topics: Bicycles, Design, Machine learning, Design methodology, Manufacturing
Proceedings Papers

Proposal for an Adaptive Bone Screw Design Based on FEA Studies Exemplified by Pedicle Screw

Alexander Seidler, Lars Mehlhorn, Philipp Sembdner, Stefan Holtzhausen, Ralph Stelzer, Welf-Guntram Drossel
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A008, August 17–19, 2021
Paper No: DETC2021-67768
DOI: https://doi.org/10.1115/DETC2021-67768
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Topics: Computer-aided design, Design, Finite element analysis, Spinal pedicle screws, Surgical screws
Proceedings Papers

Goal-Oriented Inverse Design (GoID) of Feedstock Filament for Fused Deposition Modeling

Angshuman Deka, Anand Balu Nellippallil, John Hall
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A032, August 17–19, 2021
Paper No: DETC2021-70503
DOI: https://doi.org/10.1115/DETC2021-70503
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Topics: Additive manufacturing, Design, Feedstock, Modeling
Proceedings Papers

In-Situ Temperature Monitoring of ABS During Fused Filament Fabrication (FFF) Process With Varying Process Parameters

Youmna Mahmoud, Souran Manoochehri
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A031, August 17–19, 2021
Paper No: DETC2021-69813
DOI: https://doi.org/10.1115/DETC2021-69813
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Topics: Additive manufacturing, Heat transfer, Manufacturing, Temperature
Proceedings Papers

Evaluating Heuristics in Engineering Design: A Reinforcement Learning Approach

Karim A. ElSayed, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A022, August 17–19, 2021
Paper No: DETC2021-70425
DOI: https://doi.org/10.1115/DETC2021-70425
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Topics: Engineering design, Reinforcement learning, Design, Simulation, Decision making, Engineering design processes, Performance, Preferences
Proceedings Papers

Reliability-Based Co-Design of Lithium-Ion Batteries for Enhanced Fast Charging and Cycle Life Performances

Tonghui Cui, Pingfeng Wang
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A012, August 17–19, 2021
Paper No: DETC2021-71402
DOI: https://doi.org/10.1115/DETC2021-71402
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Topics: Batteries, Cycles, Design, Lithium-ion batteries, Optimization, Reliability
Proceedings Papers

3D Printed Food Design and Fabrication Approach for Manufacturability, Rheology, and Nutrition Trade-Offs

Rahmatul Mahmoud, Quang Nguyen, Gordon Christopher, Paul F. Egan
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A034, August 17–19, 2021
Paper No: DETC2021-70663
DOI: https://doi.org/10.1115/DETC2021-70663
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Topics: Additive manufacturing, Design, Food products, Manufacturing, Rheology, Tradeoffs, Biomaterials, Design automation, Design methodology, Printing
Proceedings Papers

Topology Optimization for Additively Manufactured Self-Supporting Axisymmetric Structures

Hak Yong Lee, Julia D. W. Carroll, James K. Guest
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A033, August 17–19, 2021
Paper No: DETC2021-70528
DOI: https://doi.org/10.1115/DETC2021-70528
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Topics: Additive manufacturing, Optimization, Topology, Pressure vessels, Stiffness, Design, Finite element analysis, Optical mirrors, Tradeoffs, Wire