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Proceedings Papers

Digital Design Automation to Support In-Situ Embedding of Functional Components in Additive Manufacturing

Manoj Malviya, Swapnil Sinha, Nicholas A. Meisel
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A031, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97607
https://doi.org/10.1115/DETC2019-97607
View Paper titled, Digital Design Automation to Support In-Situ Embedding of Functional Components in Additive Manufacturing
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Topics: Additive manufacturing, Design automation, Design, Cavities, Shapes, Actuators, Geometry, Motors, Sensors
Proceedings Papers

Learning to Design From Humans: Imitating Human Designers Through Deep Learning

Ayush Raina, Christopher McComb, Jonathan Cagan
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A001, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97399
https://doi.org/10.1115/DETC2019-97399
View Paper titled, Learning to Design From Humans: Imitating Human Designers Through Deep Learning
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Topics: Design, Teams, Trusses (Building), Computers, Image processing, Modeling
Proceedings Papers

An Excess Based Approach to Change Propagation

Daniel Long, Scott Ferguson
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A049, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98404
https://doi.org/10.1115/DETC2019-98404
View Paper titled, An Excess Based Approach to Change Propagation
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Topics: Computers, Design
Proceedings Papers

Optimization Model for Owner-Based Microgrids Using LSTM Predicted Demand for Rural Development

Anosh P. Amaria, Ryan Nguyen, Joshua A. Davison, Souma Chowdhury, John F. Hall
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A025, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97964
https://doi.org/10.1115/DETC2019-97964
View Paper titled, Optimization Model for Owner-Based Microgrids Using LSTM Predicted Demand for Rural Development
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Topics: Microgrids, Optimization
Proceedings Papers

An Optimal Quantity of Scheduling Model for Mass Customization-Based Additive Manufacturing

Yosep Oh, Sara Behdad
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A037, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97913
https://doi.org/10.1115/DETC2019-97913
View Paper titled, An Optimal Quantity of Scheduling Model for Mass Customization-Based Additive Manufacturing
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Topics: Additive manufacturing, Production planning
Proceedings Papers

Word-of-Mouth Recommendations in an Automobile Market System

Amineh Zadbood, Nicholas Russo, Steven Hoffenson
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A043, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97680
https://doi.org/10.1115/DETC2019-97680
View Paper titled, Word-of-Mouth Recommendations in an Automobile Market System
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Topics: Automobiles, Design, Eigenvalues, Modeling, Network models, Preferences, Product development, Simulation results, Statistical analysis
Proceedings Papers

Multi-Fidelity Physics-Constrained Neural Network and its Application in Materials Modeling

Dehao Liu, Yan Wang
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A007, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98115
https://doi.org/10.1115/DETC2019-98115
View Paper titled, Multi-Fidelity Physics-Constrained Neural Network and its Application in Materials Modeling
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Topics: Artificial neural networks, Machine learning, Modeling, Partial differential equations, Physics
Proceedings Papers

Pseudo-Rigid Body Dynamic Modeling of Compliant Members for Design

Vedant, James T. Allison
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A013, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97881
https://doi.org/10.1115/DETC2019-97881
View Paper titled, Pseudo-Rigid Body Dynamic Modeling of Compliant Members for Design
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Topics: Design, Dynamic modeling, Finite element model, Modeling, Approximation, Cantilever beams, Compliant mechanisms, Deflection, Dynamic models, Optimization
Proceedings Papers

Classification and Execution of Coupled Decision Problems in Engineering Design for Exploration of Robust Design Solutions

Gehendra Sharma, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A019, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97372
https://doi.org/10.1115/DETC2019-97372
View Paper titled, Classification and Execution of Coupled Decision Problems in Engineering Design for Exploration of Robust Design Solutions
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Topics: Design, Engineering design, Uncertainty
Proceedings Papers

Generative Design of Multi-Material Hierarchical Structures via Concurrent Topology Optimization and Conformal Geometry Method

Long Jiang, Shikui Chen, Xianfeng David Gu
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A055, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97617
https://doi.org/10.1115/DETC2019-97617
View Paper titled, Generative Design of Multi-Material Hierarchical Structures via Concurrent Topology Optimization and Conformal Geometry Method
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Topics: Design, Geometry, Optimization, Topology, Structural design, Materials properties, Metamaterials, Additive manufacturing, Errors, Flow (Dynamics)
Proceedings Papers

Estimating the Value of Excess: A Case Study of Gaming Computers, Consoles and the Video Game Industry

Darshan Yadav, Daniel Long, Beshoy Morkos, Scott Ferguson
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A050, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98428
https://doi.org/10.1115/DETC2019-98428
View Paper titled, Estimating the Value of Excess: A Case Study of Gaming Computers, Consoles and the Video Game Industry
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Topics: Computers, Design, Hardware, Lenses (Optics)
Proceedings Papers

Analyzing Customer Needs of Product Ecosystems Using Online Product Reviews

Jackie Ayoub, Feng Zhou, Qianli Xu, Jessie Yang
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A002, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97642
https://doi.org/10.1115/DETC2019-97642
View Paper titled, Analyzing Customer Needs of Product Ecosystems Using Online Product Reviews
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Topics: Machine learning, Noise (Sound)
Proceedings Papers

Optimization of Parts Consolidation for Minimum Production Costs and Time Using Additive Manufacturing

Zhenguo Nie, Sangjin Jung, Levent Burak Kara, Kate S. Whitefoot
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A032, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97649
https://doi.org/10.1115/DETC2019-97649
View Paper titled, Optimization of Parts Consolidation for Minimum Production Costs and Time Using Additive Manufacturing
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Topics: Additive manufacturing, Optimization, Manufacturing, Filters, Redundancy (Engineering), Aircraft, Cathode ray oscilloscopes, Electron beams, Energy consumption, Genetic algorithms
Proceedings Papers

Self-Adapting Intelligent Battery Thermal Management System via Artificial Neural Network Based Model Predictive Control

Yuanzhi Liu, Jie Zhang
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A026, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98205
https://doi.org/10.1115/DETC2019-98205
View Paper titled, Self-Adapting Intelligent Battery Thermal Management System via Artificial Neural Network Based Model Predictive Control
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Topics: Artificial neural networks, Batteries, Electric vehicles, Optimization, Predictive control, Thermal management
Proceedings Papers

Influence of Omitted Variables in Consumer Choice Models on Engineering Design Optimization Solutions

Waleed Gowharji, Kate S. Whitefoot
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A044, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97835
https://doi.org/10.1115/DETC2019-97835
View Paper titled, Influence of Omitted Variables in Consumer Choice Models on Engineering Design Optimization Solutions
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Topics: Engineering design, Optimization, Design, Engines, Preferences, Product engineering, Vehicles
Proceedings Papers

Design for Additive Manufacturing Using a Master Model Approach

Anton Wiberg, Johan Persson, Johan Ölvander
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A038, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97915
https://doi.org/10.1115/DETC2019-97915
View Paper titled, Design for Additive Manufacturing Using a Master Model Approach
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Topics: Additive manufacturing, Design, Manufacturing, Databases, Topology, Aircraft, Computer-aided design, Computer-aided engineering, Doors, Engineers
Proceedings Papers

Checking the Automated Construction of Finite Element Simulations From Dirichlet Boundary Conditions

Kevin N. Chiu, Mark D. Fuge
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A014, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98000
https://doi.org/10.1115/DETC2019-98000
View Paper titled, Checking the Automated Construction of Finite Element Simulations From Dirichlet Boundary Conditions
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Topics: Boundary-value problems, Construction, Finite element analysis, Simulation, Finite element methods, Physics, Design, Optimization, Topology, Computers
Proceedings Papers

Computational Design of a Personalized Artificial Spinal Disc With a Data-Driven Design Variable Linking Heuristic

Zhiyang Yu, Kristina Shea, Tino Stanković
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A008, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97777
https://doi.org/10.1115/DETC2019-97777
View Paper titled, Computational Design of a Personalized Artificial Spinal Disc With a Data-Driven Design Variable Linking Heuristic
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Topics: Additive manufacturing, Design, Disks, Optimization
Proceedings Papers

Thermomechanical Topology Optimization of Lattice Heat Transfer Structure Including Natural Convection and Design Dependent Heat Source

Tong Wu, Joel C. Najmon, Andres Tovar
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A056, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97628
https://doi.org/10.1115/DETC2019-97628
View Paper titled, Thermomechanical Topology Optimization of Lattice Heat Transfer Structure Including Natural Convection and Design Dependent Heat Source
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Topics: Design, Heat, Heat transfer, Natural convection, Optimization, Thermomechanics, Topology
Proceedings Papers

Design of Composite Structures Through Decision Support Problem and Multiscale Design Approach

Rizwan Khan Pathan, Soban Babu Beemaraj, Amit Salvi, Gehendra Sharma, Janet K. Allen, Farrokh Mistree
Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A020, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97894
https://doi.org/10.1115/DETC2019-97894
View Paper titled, Design of Composite Structures Through Decision Support Problem and Multiscale Design Approach
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Topics: Composite materials, Design, Stress, Bearings, Bulk solids, Cantilever beams, Deflection, Failure, Stiffness, Weight (Mass)