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Journal Articles

Multi-Objective Optimization and Supervised Machine Learning for Synthesis of Rolling Element Bearing and Lubricant Selection

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Accepted Manuscript
Mohamed Abbas, Sayed Metwalli
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1887
https://doi.org/10.1115/1.4068662
Published Online: May 13, 2025
View Articletitled, Multi-Objective Optimization and Supervised Machine Learning for Synthesis of Rolling Element Bearing and Lubricant Selection
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Topics: Lubricants, Machine learning, Pareto optimization, Rolling bearings, Design, Artificial intelligence, Machine components, Optimization
Journal Articles

Design and Optimization of a Cable-Driven Parallel Polishing Robot With Kinematic Error Modeling

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Bin Zhou, Shuainan Wu, Bin Zi, Weidong Zhu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 013304.
Paper No: MD-24-1117
https://doi.org/10.1115/1.4065915
Published Online: August 21, 2024
View Articletitled, Design and Optimization of a Cable-Driven Parallel Polishing Robot With Kinematic Error Modeling
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Topics: Cables, Errors, Kinematics, Robots, Modeling, Pareto optimization, Stiffness, Polishing, Design, Optimization
Journal Articles

Optimal Design of Assembling Robot Considering Different Limb Topologies and Layouts

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Binbin Lian, Jinhua Guo, Zhiyuan He, Yimin Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 013305.
Paper No: MD-24-1196
https://doi.org/10.1115/1.4065999
Published Online: August 21, 2024
View Articletitled, Optimal Design of Assembling Robot Considering Different Limb Topologies and Layouts
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Topics: Design, Kinematics, Optimization, Robots, Stiffness, Topology, Pareto optimization, Shapes, Dimensions, Symmetry (Physics)
Journal Articles

An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization

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Soheyl Massoudi, Cyril Picard, Jürg Schiffmann
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2024, 146(12): 121706.
Paper No: MD-24-1183
https://doi.org/10.1115/1.4065823
Published Online: July 19, 2024
View Articletitled, An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization
Open the PDF for An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization in another window
Topics: Artificial neural networks, Bearings, Blades, Compressors, Design, Gas bearings, Manufacturing, Optimization, Robustness, Rotors
Journal Articles

On the Advantages of Searching Infeasible Regions in Constrained Evolutionary-Based Multi-Objective Engineering Optimization

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Yohanes Bimo Dwianto, Pramudita Satria Palar, Lavi Rizki Zuhal, Akira Oyama
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2024, 146(4): 041701.
Paper No: MD-23-1060
https://doi.org/10.1115/1.4063629
Published Online: November 7, 2023
View Articletitled, On the Advantages of Searching Infeasible Regions in Constrained Evolutionary-Based Multi-Objective Engineering Optimization
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Topics: Design, Evolutionary algorithms, Optimization, Pareto optimization
Includes: Supplementary data
Journal Articles

Multi-Objective Bayesian Optimization Supported by an Expected Pareto Distance Change

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Homero Valladares, Andres Tovar
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101705.
Paper No: MD-22-1758
https://doi.org/10.1115/1.4062789
Published Online: July 19, 2023
View Articletitled, Multi-Objective Bayesian Optimization Supported by an Expected Pareto Distance Change
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Topics: Design, Optimization, Regression models, Pareto optimization, Composite materials
Journal Articles

A Dimension Selection-Based Constrained Multi-Objective Optimization Algorithm Using a Combination of Artificial Intelligence Methods

Open Access
Di Wu, Dmitry Sotnikov, G. Gary Wang, Eric Coatanea, Mika Lyly, Tiina Salmi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 081704.
Paper No: MD-23-1006
https://doi.org/10.1115/1.4062548
Published Online: June 9, 2023
View Articletitled, A Dimension Selection-Based Constrained Multi-Objective Optimization Algorithm Using a Combination of Artificial Intelligence Methods
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Topics: Algorithms, Artificial neural networks, Design, Dimensions, Optimization, Pareto optimization, Simulation, Solenoids
Journal Articles

Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm

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Bin Zhou, Sipan Li, Bin Zi, Bing Chen, Weidong Zhu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2023, 145(8): 083301.
Paper No: MD-22-1730
https://doi.org/10.1115/1.4062458
Published Online: May 22, 2023
View Articletitled, Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm
Open the PDF for Multi-Objective Optimal Design of a Cable-Driven Parallel Robot Based on an Adaptive Adjustment Inertia Weight Particle Swarm Optimization Algorithm in another window
Topics: Algorithms, Cables, Design, End effectors, Inertia (Mechanics), Particle swarm optimization, Weight (Mass), Kinematics, Robots, Optimization
Journal Articles

Holistic Optimal Design of Face-Milled Hypoid Gearsets

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Eugeniu Grabovic, Alessio Artoni, Marco Gabiccini
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Design Innovation Paper
J. Mech. Des. July 2023, 145(7): 075001.
Paper No: MD-22-1766
https://doi.org/10.1115/1.4062236
Published Online: April 19, 2023
View Articletitled, Holistic Optimal Design of Face-Milled Hypoid Gearsets
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Topics: Design, Gears, Geometry, Machine tools, Optimization, Blanks, Pareto optimization, Simulation
Journal Articles

An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization

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Yin Liu, Shuo Wang, Kunpeng Li, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111706.
Paper No: MD-22-1243
https://doi.org/10.1115/1.4055122
Published Online: August 9, 2022
View Articletitled, An Adaptive Two-Stage Kriging-Based Infilling Strategy for Efficient Multi-Objective Global Optimization
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Topics: Design, Optimization, Pareto optimization, Pulleys, Simulation, Hoists, Algorithms, Robustness, Vickers hardness testing, Uncertainty
Journal Articles

Research on Multiobjective Optimization Design of Meshing Performance and Dynamic Characteristics of Herringbone Gear Pair Under 3D Modification

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Zhibin Li, Sanmin Wang, Fei Li, Linlin Li, HaoRan Zou, Linlin Liu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 103401.
Paper No: MD-22-1185
https://doi.org/10.1115/1.4054809
Published Online: July 1, 2022
View Articletitled, Research on Multiobjective Optimization Design of Meshing Performance and Dynamic Characteristics of Herringbone Gear Pair Under 3D Modification
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Topics: Double helical gears, Errors, Gears, Pareto optimization, Stress, Optimization, Stiffness
Journal Articles

Accessibility Versus Feasibility: Optimizing Function Allocation for Accommodation of Heterogeneous Populations

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Benjamin M. Knisely, Monifa Vaughn-Cooke
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031405.
Paper No: MD-21-1113
https://doi.org/10.1115/1.4052512
Published Online: October 29, 2021
View Articletitled, Accessibility Versus Feasibility: Optimizing Function Allocation for Accommodation of Heterogeneous Populations
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Topics: Design, Machinery, Modeling, Optimization, Equipment performance, Students, Pareto optimization
Journal Articles

Multi-Objective Optimization for High-Dimensional Expensively Constrained Black-Box Problems

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George H. Cheng, G. Gary Wang, Yeong-Maw Hwang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111704.
Paper No: MD-20-1858
https://doi.org/10.1115/1.4050749
Published Online: May 28, 2021
View Articletitled, Multi-Objective Optimization for High-Dimensional Expensively Constrained Black-Box Problems
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Topics: Algorithms, Design, Optimization, Pareto optimization, Impellers
Journal Articles

A New Multi-Objective Bayesian Optimization Formulation With the Acquisition Function for Convergence and Diversity

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Leshi Shu, Ping Jiang, Xinyu Shao, Yan Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091703.
Paper No: MD-19-1459
https://doi.org/10.1115/1.4046508
Published Online: March 30, 2020
View Articletitled, A New Multi-Objective Bayesian Optimization Formulation With the Acquisition Function for Convergence and Diversity
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Topics: Design, Optimization, Pareto optimization, Magnetohydrodynamics
Journal Articles

Data-Driven Energy Efficiency and Part Geometric Accuracy Modeling and Optimization of Green Fused Filament Fabrication Processes

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Morteza Alizadeh, Mehrnaz Noroozi Esfahani, Wenmeng Tian, Junfeng Ma
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2020, 142(4): 041701.
Paper No: MD-19-1112
https://doi.org/10.1115/1.4044596
Published Online: November 1, 2019
View Articletitled, Data-Driven Energy Efficiency and Part Geometric Accuracy Modeling and Optimization of Green Fused Filament Fabrication Processes
Open the PDF for Data-Driven Energy Efficiency and Part Geometric Accuracy Modeling and Optimization of Green Fused Filament Fabrication Processes in another window
Topics: Additive manufacturing, Energy consumption, Manufacturing, Modeling, Optimization, Pareto optimization, Design, Genetic algorithms, Energy efficiency
Journal Articles

Sensitivity Analysis and Interval Multi-Objective Optimization for an Occupant Restraint System Considering Craniocerebral Injury

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Qiming Liu, Xingfu Wu, Xu Han, Jie Liu, Zheyi Zhang, Shijie Guo
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2020, 142(2): 024502.
Paper No: MD-19-1059
https://doi.org/10.1115/1.4044328
Published Online: October 17, 2019
View Articletitled, Sensitivity Analysis and Interval Multi-Objective Optimization for an Occupant Restraint System Considering Craniocerebral Injury
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Topics: Design, Optimization, Pareto optimization, Restraint systems, Sensitivity analysis, Wounds, Vehicles, Finite element model, Traumatic brain injury
Journal Articles

Multidisciplinary Design of Electric Vehicles Based on Hierarchical Multi-Objective Optimization

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Kesavan Ramakrishnan, Gianpiero Mastinu, Massimiliano Gobbi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2019, 141(9): 091404.
Paper No: MD-17-1678
https://doi.org/10.1115/1.4043840
Published Online: July 19, 2019
View Articletitled, Multidisciplinary Design of Electric Vehicles Based on Hierarchical Multi-Objective Optimization
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Topics: Batteries, Design, Electric vehicles, Engines, Motors, Optimization, Pareto optimization, Vehicles, Wheels, Energy consumption
Journal Articles

Control of Process Settings for Large-Scale Additive Manufacturing With Sustainable Natural Composites

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Yadunund Vijay, Naresh D. Sanandiya, Stylianos Dritsas, Javier G. Fernandez
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2019, 141(8): 081701.
Paper No: MD-18-1510
https://doi.org/10.1115/1.4042624
Published Online: April 16, 2019
View Articletitled, Control of Process Settings for Large-Scale Additive Manufacturing With Sustainable Natural Composites
Open the PDF for Control of Process Settings for Large-Scale Additive Manufacturing With Sustainable Natural Composites in another window
Topics: Additive manufacturing, Composite materials, Design, Dimensions, Extruding, Pareto optimization, Printing, Shrinkage (Materials), Sustainability, Manufacturing
Journal Articles

Pseudo-Rigid-Body Dynamic Models for Design of Compliant Members

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Vedant, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031116.
Paper No: MD-19-1441
https://doi.org/10.1115/1.4045602
Published Online: January 30, 2019
View Articletitled, Pseudo-Rigid-Body Dynamic Models for Design of Compliant Members
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Topics: Approximation, Deflection, Design, Dynamic models, Eigenvalues, Optimization, Stiffness, Springs, Finite element analysis, Cantilever beams
Includes: Supplementary data
Journal Articles

An Adaptive Directional Boundary Sampling Method for Efficient Reliability-Based Design Optimization

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Zeng Meng, Dequan Zhang, Zhaotao Liu, Gang Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2018, 140(12): 121406.
Paper No: MD-18-1193
https://doi.org/10.1115/1.4040883
Published Online: September 18, 2018
View Articletitled, An Adaptive Directional Boundary Sampling Method for Efficient Reliability-Based Design Optimization
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Topics: Design, Errors, Optimization, Pareto optimization, Reliability, Reliability-based optimization, Sampling methods, Shells, Failure