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Journal Articles

Importance-Induced Customer Segmentation Using Explainable Machine Learning

Accepted Manuscript
Seyoung Park, Yilan Jiang, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-24-1118
https://doi.org/10.1115/1.4066746
Published Online: September 30, 2024
View Article titled, Importance-Induced Customer Segmentation Using Explainable Machine Learning
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Topics: Image segmentation, Machine learning, Construction, Data-driven design, Design automation, Neural network models, Product development, Trend analysis
Journal Articles

Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph based on Multimodal Design Information

Accepted Manuscript
Zhinan Li, Guodong Sa, Zhenyu Liu, Bin Li, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-23-1892
https://doi.org/10.1115/1.4066680
Published Online: September 25, 2024
View Article titled, Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph based on Multimodal Design Information
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Topics: Conceptual design, Construction, Design, Product design
Journal Articles

Net-HDMR Metamodeling Method for High-Dimensional Problems

Jie Liu, Yue Zhao, Fei Lei, Fei Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091706.
Paper No: MD-23-1128
https://doi.org/10.1115/1.4062669
Published Online: June 26, 2023
View Article titled, Net-HDMR Metamodeling Method for High-Dimensional Problems
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Topics: Interpolation, Metamodeling, Modeling, Sampling methods, Splines, Approximation, Dimensions, Deformation, Construction
Journal Articles

Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach

L. Chen, Z. Zhang, G. Yang, Q. Zhou, Y. Xia, C. Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2023, 145(7): 071702.
Paper No: MD-22-1753
https://doi.org/10.1115/1.4062271
Published Online: May 17, 2023
View Article titled, Evidence-Theory-Based Reliability Analysis From the Perspective of Focal Element Classification Using Deep Learning Approach
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Topics: Dimensions, Errors, Event history analysis, Reliability, Uncertainty, Probability, Construction
Journal Articles

Optimum Design for a New Reconfigurable Two-Wheeled Self-Balancing Robot Based on Virtual Equivalent Parallel Mechanism

Hongyan Tang, James W. Zhang, Lanqing Pan, Dan Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 053302.
Paper No: MD-22-1678
https://doi.org/10.1115/1.4056575
Published Online: January 10, 2023
View Article titled, Optimum Design for a New Reconfigurable Two-Wheeled Self-Balancing Robot Based on Virtual Equivalent Parallel Mechanism
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Topics: Design, Kinematics, Optimization, Robots, Gravity (Force), Parallel mechanisms, Construction, Steering wheels, Dimensions, Chain
Journal Articles

A Hybrid Semantic Networks Construction Framework for Engineering Design

Cheligeer Cheligeer, Jiami Yang, Amin Bayatpour, Alexandra Miklin, Stéphane Dufresne, Lan Lin, Nadia Bhuiyan, Yong Zeng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041405.
Paper No: MD-22-1501
https://doi.org/10.1115/1.4056076
Published Online: December 14, 2022
View Article titled, A Hybrid Semantic Networks Construction Framework for Engineering Design
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Topics: Construction, Design, Modeling, Semantics, Engineering design, Algorithms, Aircraft, Braking
Journal Articles

Type Synthesis of Modular Polyhedral Mechanisms Based on the Generalized Mechanism Models of Regular Polyhedron

Fanchen Kong, Jingfang Liu, Huafeng Ding, Guohua Gao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 023304.
Paper No: MD-22-1310
https://doi.org/10.1115/1.4056079
Published Online: December 12, 2022
View Article titled, Type Synthesis of Modular Polyhedral Mechanisms Based on the Generalized Mechanism Models of Regular Polyhedron
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Topics: Design, Kinematics, Mechanical admittance, Robots, Topology, Screws, Construction, Manufacturing, Degrees of freedom
Journal Articles

Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization

Xingzhi Wang, Ang Liu, Sami Kara
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041404.
Paper No: MD-22-1492
https://doi.org/10.1115/1.4056321
Published Online: December 12, 2022
View Article titled, Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization
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Topics: Construction, Design, Failure, Modeling, Ontologies, Vacuum, Semantics, Robots
Journal Articles

Finding Social Networks Among Online Reviewers for Customer Segmentation

Seyoung Park, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2022, 144(12): 121703.
Paper No: MD-22-1222
https://doi.org/10.1115/1.4055624
Published Online: October 10, 2022
View Article titled, Finding Social Networks Among Online Reviewers for Customer Segmentation
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Topics: Image segmentation, Design, Construction
Journal Articles

Compliance Realization With Planar Serial Mechanisms Having Fixed Link Lengths

Shuguang Huang, Joseph M. Schimmels
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2022, 144(8): 083301.
Paper No: MD-21-1615
https://doi.org/10.1115/1.4053819
Published Online: March 31, 2022
View Article titled, Compliance Realization With Planar Serial Mechanisms Having Fixed Link Lengths
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Topics: Construction, Geometry, Screws, Stiffness, Elasticity, Compliant mechanisms, Manipulators
Journal Articles

Goal-Directed Design Agents: Integrating Visual Imitation With One-Step Lookahead Optimization for Generative Design

Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. December 2021, 143(12): 124501.
Paper No: MD-20-1783
https://doi.org/10.1115/1.4051013
Published Online: June 9, 2021
View Article titled, Goal-Directed Design Agents: Integrating Visual Imitation With One-Step Lookahead Optimization for Generative Design
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Topics: Design, Trusses (Building), Construction, Feedback
Journal Articles

A Mobile Bennett Network Constructed With Identical Square Panels

Fufu Yang, Yuan Gao, Shuailong Lu, Kunjing Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 113301.
Paper No: MD-20-1871
https://doi.org/10.1115/1.4050658
Published Online: May 6, 2021
View Article titled, A Mobile Bennett Network Constructed With Identical Square Panels
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Topics: Kinematics, Linkages, Construction, Engineering prototypes
Journal Articles

Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares

Liye Lv, Chaoyong Zong, Chao Zhang, Xueguan Song, Wei Sun
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2021, 143(2): 021705.
Paper No: MD-19-1886
https://doi.org/10.1115/1.4047686
Published Online: September 17, 2020
View Article titled, Multi-Fidelity Surrogate Model Based on Canonical Correlation Analysis and Least Squares
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Topics: Construction, Errors, Experimental design, Robustness, Simulation, Testing, Design, Optimization, Computational fluid dynamics, Dimensions
Journal Articles

Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library

Yuan Liu, Shurong Zhuo, Yining Xiao, Guolei Zheng, Guoying Dong, Yaoyao Fiona Zhao
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091705.
Paper No: MD-19-1867
https://doi.org/10.1115/1.4046812
Published Online: May 8, 2020
View Article titled, Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library
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Topics: Design, Modeling, Optimization, Topology, Density, Construction, Mechanical properties
Journal Articles

Structural Synthesis of Baranov Trusses With Up to 13 Links

Peng Huang, Huafeng Ding
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 072301.
Paper No: MD-18-1665
https://doi.org/10.1115/1.4042620
Published Online: March 28, 2019
View Article titled, Structural Synthesis of Baranov Trusses With Up to 13 Links
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Topics: Algorithms, Chain, Construction, Design, Kinematic chains, Robots, Trusses (Building), Kinematics
Journal Articles

Expensive Black-Box Model Optimization Via a Gold Rush Policy

Benson Isaac, Douglas Allaire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2019, 141(3): 031401.
Paper No: MD-18-1458
https://doi.org/10.1115/1.4042113
Published Online: January 10, 2019
View Article titled, Expensive Black-Box Model Optimization Via a Gold Rush Policy
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Topics: Design, Optimization, Construction, Approximation
Journal Articles

Design of Dynamic Systems Using Surrogate Models of Derivative Functions

Anand P. Deshmukh, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2017, 139(10): 101402.
Paper No: MD-16-1673
https://doi.org/10.1115/1.4037407
Published Online: August 30, 2017
View Article titled, Design of Dynamic Systems Using Surrogate Models of Derivative Functions
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Topics: Design, Dynamic systems, Modeling, Optimization, Simulation, Wind turbines, Construction
Journal Articles

A Design Method for Orthopedic Plates Based on Surface Features

Lin Wang, Kunjin He, Zhengming Chen, Yin Yang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. February 2017, 139(2): 024502.
Paper No: MD-16-1650
https://doi.org/10.1115/1.4035320
Published Online: December 22, 2016
View Article titled, A Design Method for Orthopedic Plates Based on Surface Features
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Topics: Bone, Orthopedics, Plates (structures), Design, Construction, Design methodology
Journal Articles

Function Module Partition for Complex Products and Systems Based on Weighted and Directed Complex Networks

Yupeng Li, Zhaotong Wang, Lei Zhang, Xuening Chu, Deyi Xue
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2017, 139(2): 021101.
Paper No: MD-16-1359
https://doi.org/10.1115/1.4035054
Published Online: November 14, 2016
View Article titled, Function Module Partition for Complex Products and Systems Based on Weighted and Directed Complex Networks
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Topics: Algorithms, Conceptual design, Design, Flow (Dynamics), Modeling, Optimization, Construction, Simulated annealing, Product development, Cranes
Journal Articles

Latent Customer Needs Elicitation by Use Case Analogical Reasoning From Sentiment Analysis of Online Product Reviews

Feng Zhou, Roger Jianxin Jiao, Julie S. Linsey
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071401.
Paper No: MD-14-1525
https://doi.org/10.1115/1.4030159
Published Online: July 1, 2015
View Article titled, Latent Customer Needs Elicitation by Use Case Analogical Reasoning From Sentiment Analysis of Online Product Reviews
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Topics: Algorithms, Construction, Data collection, Databases, Design, Fire, Preferences, Support vector machines, Semantics, Redundancy (Engineering)