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Proceedings Papers

Multi-Objective Optimization of Multi-Stage Gear Transmission Considering Scuffing Risks

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Zhenghong Shi, Yuchuan Liu, Favian Zavala, Hai Xu, Timothy Reinhart
Proc. ASME. IDETC-CIE2024, Volume 10: 2024 International Power Transmission and Gearing Conference (PTG), V010T10A007, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-146252
https://doi.org/10.1115/DETC2024-146252
View Paper titled, Multi-Objective Optimization of Multi-Stage Gear Transmission Considering Scuffing Risks
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Topics: Design, Gears, Optimization, Pareto optimization
Proceedings Papers

Pareto Front Exploration for Hypoid Gear Multi-Objective Optimization Model

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Xinqi Wei, Yawen Wang, Weiqing Zhang, Teik C. Lim
Proc. ASME. IDETC-CIE2024, Volume 10: 2024 International Power Transmission and Gearing Conference (PTG), V010T10A005, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-144054
https://doi.org/10.1115/DETC2024-144054
View Paper titled, Pareto Front Exploration for Hypoid Gear Multi-Objective Optimization Model
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Topics: Pareto optimization, Spiral bevel gears
Proceedings Papers

Counterfactuals for Design: A Model-Agnostic Method for Design Recommendations

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Lyle Regenwetter, Yazan Abu Obaideh, Faez Ahmed
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A008, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117216
https://doi.org/10.1115/DETC2023-117216
View Paper titled, Counterfactuals for Design: A Model-Agnostic Method for Design Recommendations
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Topics: Design, Design automation, Weight (Mass), Bicycles, Collaboration, Optimization, Pareto optimization, Safety, Tradeoffs, Visualization
Proceedings Papers

Control Co-Design With Approximate Explicit Model Predictive Controllers

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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

Pareto Optimization of Tissue and Blood Vessel Growth in 3D Printed Bone Scaffolds

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Amit M. E. Arefin, Paul F. Egan
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A053, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115147
https://doi.org/10.1115/DETC2023-115147
View Paper titled, Pareto Optimization of Tissue and Blood Vessel Growth in 3D Printed Bone Scaffolds
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Topics: Additive manufacturing, Biological tissues, Blood vessels, Bone, Design, Pareto optimization
Proceedings Papers

An Integrated Approach to Designing Robust Turbocompressors on Gas Bearings Through Surrogate Modeling and Constrained Multi-Objective Optimization

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Soheyl Massoudi, Cyril Picard, Jürg Schiffmann
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A069, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115201
https://doi.org/10.1115/DETC2023-115201
View Paper titled, An Integrated Approach to Designing Robust Turbocompressors on Gas Bearings Through Surrogate Modeling and Constrained Multi-Objective Optimization
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Topics: Artificial neural networks, Design, Gas bearings, Metamodeling, Pareto optimization
Proceedings Papers

A Combined Simple/Complex Terramechanics Representation Part 1: Using Machine Learning to Identify DEM Soil Properties From Bevameter Test Data

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Ben Thornton, Eric Pesheck, Paramsothy Jayakumar
Proc. ASME. IDETC-CIE2023, Volume 10: 19th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V010T10A019, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117123
https://doi.org/10.1115/DETC2023-117123
View Paper titled, A Combined Simple/Complex Terramechanics Representation Part 1: Using Machine Learning to Identify DEM Soil Properties From Bevameter Test Data
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Topics: Discrete element methods, Machine learning, Mechanical admittance, Pareto optimization, Soil
Proceedings Papers

Memetic Optimizer for Structural Damage Identification Using Electromechanical Admittance

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Yang Zhang, Kai Zhou, Jiong Tang
Proc. ASME. IDETC-CIE2022, Volume 10: 34th Conference on Mechanical Vibration and Sound (VIB), V010T10A023, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91039
https://doi.org/10.1115/DETC2022-91039
View Paper titled, Memetic Optimizer for Structural Damage Identification Using Electromechanical Admittance
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Topics: Damage, Mechanical admittance, Algorithms, Excitation, Optimization, Pareto optimization, Particle swarm optimization, Particulate matter, Performance, Piezoelectric transducers
Proceedings Papers

Comparison of Multi-Objective Optimisation Methods for the Design of Electric Motors

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Dario Barri, Federico Soresini, Massimiliano Gobbi, Gianpiero Mastinu
Proc. ASME. IDETC-CIE2022, Volume 1: 24th International Conference on Advanced Vehicle Technologies (AVT), V001T01A012, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89930
https://doi.org/10.1115/DETC2022-89930
View Paper titled, Comparison of Multi-Objective Optimisation Methods for the Design of Electric Motors
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Topics: Design, Electric motors, Genetic algorithms, Pareto optimization
Proceedings Papers

Reinforcement Learning As an Alternative for Parameter Prediction In Design for Sheet Bulk Metal Forming

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Fabian Dworschak, Christopher Sauer, Benjamin Schleich, Sandro Wartzack
Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A001, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89073
https://doi.org/10.1115/DETC2022-89073
View Paper titled, Reinforcement Learning As an Alternative for Parameter Prediction In Design for Sheet Bulk Metal Forming
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Topics: Design, Metalworking, Reinforcement learning, Genetic algorithms, Machine learning, Manufacturing, Pareto optimization, Probes
Proceedings Papers

Holistic Optimal Design of Face-Milled Hypoid Gearsets

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Eugeniu Grabovic, Alessio Artoni, Marco Gabiccini
Proc. ASME. IDETC-CIE2022, Volume 3B: 48th Design Automation Conference (DAC), V03BT03A035, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89598
https://doi.org/10.1115/DETC2022-89598
View Paper titled, Holistic Optimal Design of Face-Milled Hypoid Gearsets
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Topics: Design, Gears, Geometry, Machine tools, Accounting, Blanks, Pareto optimization, Polynomials
Proceedings Papers

Trade-Off Characterization Between Social and Environmental Impacts Using Agent-Based Models and Life-Cycle Assessment

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Joseph C. Liechty, Christopher S. Mabey, Christopher A. Mattson, John L. Salmon, Jason M. Weaver
Proc. ASME. IDETC-CIE2022, Volume 5: 27th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A019, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89975
https://doi.org/10.1115/DETC2022-89975
View Paper titled, Trade-Off Characterization Between Social and Environmental Impacts Using Agent-Based Models and Life-Cycle Assessment
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Topics: Life cycle assessment, Tradeoffs, Engineers, Sustainable development, Cycles, Economics , Modeling, Pareto optimization
Proceedings Papers

Generative Optimization for Automatic Creation of 3D CAD Platforms

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William F. Quintero-Restrepo, Brian K. Smith, Junfeng Ma
Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A020, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-67488
https://doi.org/10.1115/DETC2021-67488
View Paper titled, Generative Optimization for Automatic Creation of 3D CAD Platforms
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Topics: Design, Optimization, Three-dimensional computer-aided design, Computer-aided design, Design automation, Evolutionary algorithms, Machinery, Pareto optimization
Proceedings Papers

Multi-Objective Structural Optimization of Vehicle Wheels

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P. Stabile, F. Ballo, M. Gobbi, G. Previati
Proc. ASME. IDETC-CIE2021, Volume 1: 23rd International Conference on Advanced Vehicle Technologies (AVT), V001T01A015, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71062
https://doi.org/10.1115/DETC2021-71062
View Paper titled, Multi-Objective Structural Optimization of Vehicle Wheels
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Topics: Artificial neural networks, Design, Genetic algorithms, Pareto optimization, Structural optimization, Vehicles, Wheels
Proceedings Papers

Combinatorial Optimization of Pre-Formed Hose Assemblies

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Erik Gustafsson, Johan Persson, Mehdi Tarkian
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A033, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71408
https://doi.org/10.1115/DETC2021-71408
View Paper titled, Combinatorial Optimization of Pre-Formed Hose Assemblies
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Topics: Optimization, Cables, Engineers, Manufacturing, Design automation, Pareto optimization, Path planning
Proceedings Papers

Leveraging Design Heuristics for Multi-Objective Metamaterial Design Optimization

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Roshan Suresh Kumar, Srikar Srivatsa, Meredith Silberstein, Daniel Selva
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A032, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71226
https://doi.org/10.1115/DETC2021-71226
View Paper titled, Leveraging Design Heuristics for Multi-Objective Metamaterial Design Optimization
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Topics: Design, Metamaterials, Optimization, Pareto optimization, Complex systems, Engineers
Proceedings Papers

A Novel Method for Calculating the Parametric Hypervolume Indicator

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Jonathan M. Weaver-Rosen, Richard J. Malak, Jr.
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A027, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-66751
https://doi.org/10.1115/DETC2021-66751
View Paper titled, A Novel Method for Calculating the Parametric Hypervolume Indicator
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Topics: Design, Optimization, Parametric design, Pareto optimization, Preferences
Proceedings Papers

Fuzzy Set Based Models in Design Optimization

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A. R. Diaz
Proc. ASME. DETC88, 14th Design Automation Conference, 477-485, September 25–28, 1988
Publisher: American Society of Mechanical Engineers
Paper No: DETC1988-0061
https://doi.org/10.1115/DETC1988-0061
View Paper titled, Fuzzy Set Based Models in Design Optimization
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Topics: Design, Optimization, Computation, Computer programming, Engineering design, Pareto optimization
Proceedings Papers

A Modified Game Theory Approach to Multiobjective Optimization

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T. I. Freiheit, S. S. Rao
Proc. ASME. DETC88, 14th Design Automation Conference, 107-114, September 25–28, 1988
Publisher: American Society of Mechanical Engineers
Paper No: DETC1988-0013
https://doi.org/10.1115/DETC1988-0013
View Paper titled, A Modified Game Theory Approach to Multiobjective Optimization
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Topics: Pareto optimization, Design, Economics
Proceedings Papers

Multiobjective Optimization Dealing With Uncertainty

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S. U. Mohandas, E. Sandgren
Proc. ASME. DETC89, 15th Design Automation Conference: Volume 2 — Design Optimization, 241-248, September 17–21, 1989
Publisher: American Society of Mechanical Engineers
Paper No: DETC1989-0096
https://doi.org/10.1115/DETC1989-0096
View Paper titled, Multiobjective Optimization Dealing With Uncertainty
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Topics: Pareto optimization, Uncertainty, Algorithms, Design, Optimization