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Proceedings Papers

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

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

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

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

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

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

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

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

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

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
Open the PDF for An Integrated Approach to Designing Robust Turbocompressors on Gas Bearings Through Surrogate Modeling and Constrained Multi-Objective Optimization in another window
Topics: Artificial neural networks, Design, Gas bearings, Metamodeling, Pareto optimization
Proceedings Papers

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

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

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

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

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

Memetic Optimizer for Structural Damage Identification Using Electromechanical Admittance

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

Holistic Optimal Design of Face-Milled Hypoid Gearsets

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

Multi-Objective Structural Optimization of Vehicle Wheels

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

Generative Optimization for Automatic Creation of 3D CAD Platforms

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

Combinatorial Optimization of Pre-Formed Hose Assemblies

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

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

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

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

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

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