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Journal Articles

A Pointwise-Optimal Ensemble of Surrogate Models

Pengwei Liang, Shuai Zhang, Yong Pang, Jianji Li, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111705.
Paper No: MD-23-1096
https://doi.org/10.1115/1.4062979
Published Online: August 25, 2023
View Article titled, A Pointwise-Optimal Ensemble of Surrogate Models
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Topics: Errors, Optimization, Weight (Mass), Design, Interpolation
Journal Articles

MID-ESM: An Adaptive Median-Based Ensemble of Surrogate Models

Jianji Li, Shuai Zhang, Pengwei Liang, Xiaonan Lai, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Technical Briefs
J. Mech. Des. November 2023, 145(11): 114501.
Paper No: MD-22-1776
https://doi.org/10.1115/1.4062977
Published Online: August 16, 2023
View Article titled, MID-ESM: An Adaptive Median-Based Ensemble of Surrogate Models
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Topics: Noise (Sound), Robustness, Weight (Mass), Errors, Dimensions
Journal Articles

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

Bin Zhou, Sipan Li, Bin Zi, Bing Chen, Weidong Zhu
Journal: Journal of Mechanical Design
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 Article titled, 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

On the Ensemble of Surrogate Models by Minimum Screening Index

Shuai Zhang, Yong Pang, Pengwei Liang, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. July 2022, 144(7): 071707.
Paper No: MD-21-1738
https://doi.org/10.1115/1.4054243
Published Online: May 27, 2022
View Article titled, On the Ensemble of Surrogate Models by Minimum Screening Index
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Topics: Design, Errors, Robustness, Weight (Mass), Reliability, Valves, Engineering systems and industry applications, Experimental design
Journal Articles

An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems

Qi Zhang, Yizhong Wu, Li Lu, Ping Qiao
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 081701.
Paper No: MD-21-1569
https://doi.org/10.1115/1.4053526
Published Online: March 24, 2022
View Article titled, An Adaptive Dendrite-HDMR Metamodeling Technique for High-Dimensional Problems
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Topics: Design, Metamodeling, Optimization, Propulsion systems, Vehicles, Weight (Mass), Algorithms, Impulse (Physics), Uncertainty
Journal Articles

OTL-PEM: An Optimization-Based Two-Layer Pointwise Ensemble of Surrogate Models

Yong Pang, Yitang Wang, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051702.
Paper No: MD-21-1395
https://doi.org/10.1115/1.4053011
Published Online: December 6, 2021
View Article titled, OTL-PEM: An Optimization-Based Two-Layer Pointwise Ensemble of Surrogate Models
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Topics: Optimization, Proton exchange membranes, Weight (Mass), Errors
Journal Articles

Investigation of Printing Parameters of Additive Manufacturing Process for Sustainability Using Design of Experiments

Marwan Khalid, Qingjin Peng
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 032001.
Paper No: MD-20-1403
https://doi.org/10.1115/1.4049521
Published Online: January 27, 2021
View Article titled, Investigation of Printing Parameters of Additive Manufacturing Process for Sustainability Using Design of Experiments
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Topics: Additive manufacturing, Energy consumption, Experimental design, Printing, Sustainability, Weight (Mass), Design, Shells, Modeling
Journal Articles

Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction

Yi Han, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061403.
Paper No: MD-20-1442
https://doi.org/10.1115/1.4048819
Published Online: November 20, 2020
View Article titled, Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction
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Topics: Design, E-commerce, Natural language processing, Algorithms, Preferences, Product design, Weight (Mass), Machinery
Journal Articles

An Optimal Architectural Design for Unconventional Modular Reconfigurable Manipulation System

Anubhav Dogra, Srikant Sekhar Padhee, Ekta Singla
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 063303.
Paper No: MD-20-1487
https://doi.org/10.1115/1.4048821
Published Online: November 20, 2020
View Article titled, An Optimal Architectural Design for Unconventional Modular Reconfigurable Manipulation System
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Topics: Actuators, Design, Manipulators, Optimization, Torque, Weight (Mass), Robotics, Manufacturing
Journal Articles

A Framework for Designing the Customer-Order Decoupling Point to Facilitate Mass Customization

Lin Guo, Suhao Chen, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. February 2021, 143(2): 022002.
Paper No: MD-19-1724
https://doi.org/10.1115/1.4047684
Published Online: September 17, 2020
View Article titled, A Framework for Designing the Customer-Order Decoupling Point to Facilitate Mass Customization
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Topics: Design, Supply chains, Uncertainty, Weight (Mass), Reliability
Journal Articles

Design of a Passive Self-Regulating Gravity Compensator for Variable Payloads

Dexter X. H. Chew, Kristin L. Wood, U.-Xuan Tan
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. October 2019, 141(10): 102302.
Paper No: MD-18-1323
https://doi.org/10.1115/1.4043582
Published Online: May 23, 2019
View Article titled, Design of a Passive Self-Regulating Gravity Compensator for Variable Payloads
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Topics: Design, Displacement, Engineering prototypes, Gravity (Force), Springs, Weight (Mass), Stress
Journal Articles

Is More Less? Benefits and Costs of High-Variety Production in Nonassembled Manufacturing

Rianne E. Laureijs, Erica R. H. Fuchs, Kate S. Whitefoot
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. June 2019, 141(6): 061703.
Paper No: MD-18-1329
https://doi.org/10.1115/1.4041943
Published Online: April 26, 2019
View Article titled, Is More Less? Benefits and Costs of High-Variety Production in Nonassembled Manufacturing
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Topics: Design, Experimental design, Manufacturing, Modeling, Product design, Tooling, Weight (Mass), Assembly lines, Data collection, Geometry
Includes: Supplementary data
Journal Articles

Free-Form Design of Electrical Machine Rotor Cores for Production Using Additive Manufacturing

Michele Garibaldi, Christopher Gerada, Ian Ashcroft, Richard Hague
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 071401.
Paper No: MD-18-1613
https://doi.org/10.1115/1.4042621
Published Online: March 13, 2019
View Article titled, Free-Form Design of Electrical Machine Rotor Cores for Production Using Additive Manufacturing
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Topics: Density, Design, Machinery, Magnetostatics, Optimization, Rotors, Topology, Torque, Weight (Mass), Engines
Journal Articles

A Design Method to Improve End-of-Use Product Value Recovery for Circular Economy

Liang Cong, Fu Zhao, John W. Sutherland
Journal: Journal of Mechanical Design
Article Type: Technical Briefs
J. Mech. Des. April 2019, 141(4): 044502.
Paper No: MD-18-1298
https://doi.org/10.1115/1.4041574
Published Online: January 11, 2019
View Article titled, A Design Method to Improve End-of-Use Product Value Recovery for Circular Economy
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Topics: Decision making, Design, Design methodology, Economics , Horizontal directional drilling, Recycling, Optimization, Weight (Mass), Screws, Pareto analysis
Journal Articles

Managing Conflicting Water Resource Goals and Uncertainties in a Dam Network by Exploring the Solution Space

Lin Guo, Hamed Zamanisabzi, Thomas M. Neeson, Janet K. Allen, Farrokh Mistree
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. March 2019, 141(3): 031702.
Paper No: MD-18-1500
https://doi.org/10.1115/1.4042211
Published Online: January 10, 2019
View Article titled, Managing Conflicting Water Resource Goals and Uncertainties in a Dam Network by Exploring the Solution Space
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Topics: Dams, Design, Reservoirs, Uncertainty, Water, Weight (Mass), Preferences, Inflow
Journal Articles

The Perimeter Loop-Based Method for the Automatic Isomorphism Detection in Planetary Gear Trains

Wenjian Yang, Huafeng Ding
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. December 2018, 140(12): 123302.
Paper No: MD-18-1205
https://doi.org/10.1115/1.4041572
Published Online: October 19, 2018
View Article titled, The Perimeter Loop-Based Method for the Automatic Isomorphism Detection in Planetary Gear Trains
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Topics: Displacement, Kinematic chains, Planetary gears, String, Trains, Weight (Mass), Computer software, Rotation, Linkages
Journal Articles

An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions

Xueguan Song, Liye Lv, Jieling Li, Wei Sun, Jie Zhang
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. April 2018, 140(4): 041402.
Paper No: MD-17-1144
https://doi.org/10.1115/1.4039128
Published Online: February 27, 2018
View Article titled, An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions
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Topics: Errors, Robustness, Weight (Mass), Experimental design, Design, Filters, Modeling
Journal Articles

Data-Driven Sizing Specification Utilizing Consumer Text Reviews

Rushtin Chaklader, Matthew B. Parkinson
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111406.
Paper No: MD-17-1158
https://doi.org/10.1115/1.4037476
Published Online: October 2, 2017
View Article titled, Data-Driven Sizing Specification Utilizing Consumer Text Reviews
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Topics: Data mining, Design, Weight (Mass), Bicycles
Journal Articles

Predicting Future Importance of Product Features Based on Online Customer Reviews

Huimin Jiang, C. K. Kwong, K. L. Yung
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111413.
Paper No: MD-17-1173
https://doi.org/10.1115/1.4037348
Published Online: October 2, 2017
View Article titled, Predicting Future Importance of Product Features Based on Online Customer Reviews
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Topics: Time series, Mining, Weight (Mass)
Journal Articles

A Methodology to Synthesize Gearbox and Control Design for Increased Power Production and Blade Root Stress Mitigation in a Small Wind Turbine

Hamid Khakpour Nejadkhaki, Amrita Lall, John F. Hall
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. August 2017, 139(8): 081404.
Paper No: MD-16-1605
https://doi.org/10.1115/1.4036998
Published Online: June 27, 2017
View Article titled, A Methodology to Synthesize Gearbox and Control Design for Increased Power Production and Blade Root Stress Mitigation in a Small Wind Turbine
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Topics: Blades, Design, Energy generation, Gears, Stress, Wind turbines, Wind velocity, Rotors, Wind, Mechanical drives