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Proceedings Papers

Topology Optimization With Locally Evaluable Complement Space Connectivity

Clinton B. Morris, Amir M. Mirzendehdel, Morad Behandish
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A030, August 17–19, 2021
Paper No: DETC2021-67499
DOI: https://doi.org/10.1115/DETC2021-67499
View Paper titled, Topology Optimization With Locally Evaluable Complement Space Connectivity
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Topics: Optimization, Topology, Design, Algorithms, Boundary-value problems, Coolants, Decision making, Design automation, Design methodology, Electrical wires
Proceedings Papers

A Multi-Scale Topology Optimization Approach for Optimal Macro-Layout and Local Grading of TPMS-Based Lattices

Niclas Strömberg
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A029, August 17–19, 2021
Paper No: DETC2021-67163
DOI: https://doi.org/10.1115/DETC2021-67163
View Paper titled, A Multi-Scale Topology Optimization Approach for Optimal Macro-Layout and Local Grading of TPMS-Based Lattices
Click here to open pdf in another window PDF for A Multi-Scale Topology Optimization Approach for Optimal Macro-Layout and Local Grading of TPMS-Based Lattices
Topics: Optimization, Topology, Density, Additive manufacturing, Design, Elasticity, Shells, Bulk solids, Interpolation
Proceedings Papers

Geometry Enhanced Generative Adversarial Networks for Random Heterogeneous Material Representation

Hongrui Chen, Xingchen Liu
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A020, August 17–19, 2021
Paper No: DETC2021-71918
DOI: https://doi.org/10.1115/DETC2021-71918
View Paper titled, Geometry Enhanced Generative Adversarial Networks for Random Heterogeneous Material Representation
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Topics: Geometry, Design, Errors, Simulation, Topology, Tradeoffs
Proceedings Papers

Open-Loop Control Co-Design of Floating Offshore Wind Turbines Using Linear Parameter-Varying Models

Athul K. Sundarrajan, Yong Hoon Lee, James T. Allison, Daniel R. Herber
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A010, August 17–19, 2021
Paper No: DETC2021-67573
DOI: https://doi.org/10.1115/DETC2021-67573
View Paper titled, Open-Loop Control Co-Design of Floating Offshore Wind Turbines Using Linear Parameter-Varying Models
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Topics: Design, Floating wind turbines, Optimal control
Proceedings Papers

CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis

Amin Heyrani Nobari, Muhammad Fathy Rashad, Faez Ahmed
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A002, August 17–19, 2021
Paper No: DETC2021-68103
DOI: https://doi.org/10.1115/DETC2021-68103
View Paper titled, CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis
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Topics: Creativity, Design, Bicycles, Innovation, Artificial neural networks, Design automation, Design methodology, Engineering disciplines, Image segmentation, Machine learning
Proceedings Papers

Co-Design Optimization of a Combined Heat and Power Hybrid Energy System

Dongze Li, Jiaxin Wu, Jie Zhang, Pingfeng Wang
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A028, August 17–19, 2021
Paper No: DETC2021-71304
DOI: https://doi.org/10.1115/DETC2021-71304
View Paper titled, Co-Design Optimization of a Combined Heat and Power Hybrid Energy System
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Topics: Combined heat and power, Design, Microgrids, Optimization
Proceedings Papers

Short-Term Vehicle Velocity Forecasting via Cycle Segmentation Model Selection

Yuanzhi Liu, Jie Zhang
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A027, August 17–19, 2021
Paper No: DETC2021-69058
DOI: https://doi.org/10.1115/DETC2021-69058
View Paper titled, Short-Term Vehicle Velocity Forecasting via Cycle Segmentation Model Selection
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Topics: Cycles, Image segmentation, Vehicles
Proceedings Papers

A Topic Modeling Approach to Study Design Requirements

Cheng Chen, Jesse Mullis, Beshoy Morkos
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A021, August 17–19, 2021
Paper No: DETC2021-72151
DOI: https://doi.org/10.1115/DETC2021-72151
View Paper titled, A Topic Modeling Approach to Study Design Requirements
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Topics: Experimental design, Modeling, Design, Errors, Risk management, Risk reduction, Visualization
Proceedings Papers

A Methodology for Designing a Nonlinear Feedback Controller via Parametric Optimization: State-Parameterized Nonlinear Programming Control

Ying-Kuan Tsai, Richard J. Malak, Jr.
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A011, August 17–19, 2021
Paper No: DETC2021-69295
DOI: https://doi.org/10.1115/DETC2021-69295
View Paper titled, A Methodology for Designing a Nonlinear Feedback Controller via Parametric Optimization: State-Parameterized Nonlinear Programming Control
Click here to open pdf in another window PDF for A Methodology for Designing a Nonlinear Feedback Controller via Parametric Optimization: State-Parameterized Nonlinear Programming Control
Topics: Control equipment, Design, Feedback, Nonlinear programming, Optimization, Dynamic systems, Engineering design processes, Genetic algorithms, Metamodeling, Optimal control
Proceedings Papers

Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations

Matthew Li, Christopher McComb
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A001, August 17–19, 2021
Paper No: DETC2021-66719
DOI: https://doi.org/10.1115/DETC2021-66719
View Paper titled, Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations
Click here to open pdf in another window PDF for Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations
Topics: Engineering simulation, Fluids, Physics, Resolution (Optics), Simulation, Fluid dynamics, Computational fluid dynamics, Engineering design, Machine learning, Turbulence
Proceedings Papers

Potential Energy Surfaces for Conceptual Design and Analysis of Mechanical Systems

Charles A. Manion, Mark Fuge
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A006, August 17–19, 2021
Paper No: DETC2021-70921
DOI: https://doi.org/10.1115/DETC2021-70921
View Paper titled, Potential Energy Surfaces for Conceptual Design and Analysis of Mechanical Systems
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Topics: Conceptual design, Potential energy, Kinematics, Modeling, Simulation, Space, Clocks, Design, Dynamics (Mechanics), Lenses (Optics)
Proceedings Papers

A Mixed-Method Analysis of Schedule and Cost Growth in Defense Acquisition Programs

Atharva Hans, Ashish M. Chaudhari, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A043, August 17–19, 2021
Paper No: DETC2021-71517
DOI: https://doi.org/10.1115/DETC2021-71517
View Paper titled, A Mixed-Method Analysis of Schedule and Cost Growth in Defense Acquisition Programs
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Topics: Defense industry, Databases, Delays, Design, Governments, Modeling, Weapons
Proceedings Papers

Systematic Enumeration and Identification of Unique Spatial Topologies of 3D Systems Using Spatial Graph Representations

Satya R. T. Peddada, Nathan M. Dunfield, Lawrence E. Zeidner, Kai A. James, James T. Allison
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A042, August 17–19, 2021
Paper No: DETC2021-66900
DOI: https://doi.org/10.1115/DETC2021-66900
View Paper titled, Systematic Enumeration and Identification of Unique Spatial Topologies of 3D Systems Using Spatial Graph Representations
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Topics: Topology, Design, Engineering systems and industry applications, Polynomials, Aircraft engines, Cooling, Engineers, Navigation, Space, System architecture
Proceedings Papers

Evaluation of Commercial Building Clusters With Energy Storage to Reduce Reliance on Electrical Utility Grids

Gregory Kaminski, Philip Odonkor
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A025, August 17–19, 2021
Paper No: DETC2021-67313
DOI: https://doi.org/10.1115/DETC2021-67313
View Paper titled, Evaluation of Commercial Building Clusters With Energy Storage to Reduce Reliance on Electrical Utility Grids
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Topics: Commercial construction, Distributed power generation, Energy storage
Proceedings Papers

Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering

Kevin N. Chiu, David Anderson, Mark D. Fuge
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A013, August 17–19, 2021
Paper No: DETC2021-69328
DOI: https://doi.org/10.1115/DETC2021-69328
View Paper titled, Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering
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Topics: Algorithms, Computers, Density, Design methodology, Electromagnetic fields, Encryption, Engineers, Fluidic devices, Lift (Fluid dynamics), Noise (Sound)
Proceedings Papers

Point-Cloud Neural Network Using Transfer Learning-Based Multi-Fidelity Method for Thermal Field Prediction in Additive Manufacturing

Xufeng Huang, Zhen Hu, Tingli Xie, Zhuo Wang, Lei Chen, Qi Zhou
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A038, August 17–19, 2021
Paper No: DETC2021-67963
DOI: https://doi.org/10.1115/DETC2021-67963
View Paper titled, Point-Cloud Neural Network Using Transfer Learning-Based Multi-Fidelity Method for Thermal Field Prediction in Additive Manufacturing
Click here to open pdf in another window PDF for Point-Cloud Neural Network Using Transfer Learning-Based Multi-Fidelity Method for Thermal Field Prediction in Additive Manufacturing
Topics: Additive manufacturing, Artificial neural networks, Modeling
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
View Paper titled, Understanding the Energy Behavior of Building Occupants Through the Chronology of Their Energy Interactions
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Topics: Energy consumption, Intelligent buildings, Machinery, Structures
Proceedings Papers

A Study on the Acoustic Signal Based Frameworks for the Real-Time Identification of Geometrically Defective Wire Arc Bead

Nowrin Akter Surovi, Audelia G. Dharmawan, Gim Song Soh
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A003, August 17–19, 2021
Paper No: DETC2021-69573
DOI: https://doi.org/10.1115/DETC2021-69573
View Paper titled, A Study on the Acoustic Signal Based Frameworks for the Real-Time Identification of Geometrically Defective Wire Arc Bead
Click here to open pdf in another window PDF for A Study on the Acoustic Signal Based Frameworks for the Real-Time Identification of Geometrically Defective Wire Arc Bead
Topics: Acoustics, Signals, Wire, Artificial neural networks, Bronze, Stainless steel, Additive manufacturing, Machine learning, Principal component analysis, Sensors
Proceedings Papers

Mastering Manufacturing: Exploring the Influence of Engineering Designers’ Prior Experience When Using Design for Additive Manufacturing

Rohan Prabhu, Timothy W. Simpson, Scarlett R. Miller, Nicholas A. Meisel
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A035, August 17–19, 2021
Paper No: DETC2021-71686
DOI: https://doi.org/10.1115/DETC2021-71686
View Paper titled, Mastering Manufacturing: Exploring the Influence of Engineering Designers’ Prior Experience When Using Design for Additive Manufacturing
Click here to open pdf in another window PDF for Mastering Manufacturing: Exploring the Influence of Engineering Designers’ Prior Experience When Using Design for Additive Manufacturing
Topics: Additive manufacturing, Design, Manufacturing
Proceedings Papers

Data-Driven Customer Segmentation Based On Online Review Analysis and Customer Network Construction

Seyoung Park, Harrison M. Kim
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A015, August 17–19, 2021
Paper No: DETC2021-70036
DOI: https://doi.org/10.1115/DETC2021-70036
View Paper titled, Data-Driven Customer Segmentation Based On Online Review Analysis and Customer Network Construction
Click here to open pdf in another window PDF for Data-Driven Customer Segmentation Based On Online Review Analysis and Customer Network Construction
Topics: Construction, Image segmentation, Preferences, Design, Product design