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Journal Articles

HM-SYNC: A Multimodal Dataset of Human Interactions with Advanced Manufacturing Machinery

Accepted Manuscript
John Martins, Cheyu Lin, Katherine Flanigan, Christopher McComb
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-24-1449
https://doi.org/10.1115/1.4067744
Published Online: January 27, 2025
View Article titled, HM-SYNC: A Multimodal Dataset of Human Interactions with Advanced Manufacturing Machinery
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Topics: Design, Machinery, Manufacturing, Manufacturing systems, Additive manufacturing, Artificial intelligence, Complex systems, Design for Manufacturing, Digital twin, Engineering design
Journal Articles

Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin

Weifei Hu, Jiquan Yan, Feng Zhao, Chen Jiang, Hongwei Liu, Hyunkyoo Cho, Ikjin Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091708.
Paper No: MD-23-1042
https://doi.org/10.1115/1.4062668
Published Online: July 18, 2023
View Article titled, Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin
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Topics: Digital twin, Event history analysis, Failure, Probability, Stochastic processes, Errors, Reliability
Journal Articles

A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate

Kunpeng Li, Xiwang He, Liye Lv, Jiaxiang Zhu, Guangbo Hao, Haiyang Li, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2023, 145(9): 091705.
Paper No: MD-22-1637
https://doi.org/10.1115/1.4062665
Published Online: June 26, 2023
View Article titled, A Single-Fidelity Surrogate Modeling Method Based on Nonlinearity Integrated Multi-Fidelity Surrogate
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Topics: Displacement, Errors, Manipulators, Metamodeling, Mirrors, Modeling, Stability, Stress, Digital twin, Robustness
Journal Articles

A Scalable Digital Twin Framework Based on a Novel Adaptive Ensemble Surrogate Model

Xiaonan Lai, Xiwang He, Yong Pang, Fan Zhang, Dongcai Zhou, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2023, 145(2): 021701.
Paper No: MD-22-1477
https://doi.org/10.1115/1.4056077
Published Online: November 17, 2022
View Article titled, A Scalable Digital Twin Framework Based on a Novel Adaptive Ensemble Surrogate Model
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Topics: Digital twin, Flow (Dynamics)
Journal Articles

Functional Modeling-Based Digital Twin Architecture Representation: An Instructional Example of a COVID-19 Breathalyzer Kiosk

Maulik C. Kotecha, David Staack, Daniel A. McAdams
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091401.
Paper No: MD-22-1062
https://doi.org/10.1115/1.4055136
Published Online: August 9, 2022
View Article titled, Functional Modeling-Based Digital Twin Architecture Representation: An Instructional Example of a COVID-19 Breathalyzer Kiosk
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Topics: Digital twin, Modeling, Design
Journal Articles

Design of Digital Twin Sensing Strategies Via Predictive Modeling and Interpretable Machine Learning

Michael G. Kapteyn, Karen E. Willcox
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091710.
Paper No: MD-22-1059
https://doi.org/10.1115/1.4054907
Published Online: August 5, 2022
View Article titled, Design of Digital Twin Sensing Strategies Via Predictive Modeling and Interpretable Machine Learning
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Topics: Digital twin, Sensors, Unmanned aerial vehicles, Design
Journal Articles

Probabilistic Digital Twin for Additive Manufacturing Process Design and Control

Paromita Nath, Sankaran Mahadevan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091704.
Paper No: MD-21-1740
https://doi.org/10.1115/1.4054521
Published Online: June 13, 2022
View Article titled, Probabilistic Digital Twin for Additive Manufacturing Process Design and Control
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Topics: Digital twin, Manufacturing, Optimization, Physics, Process control, Process design, Uncertainty, Additive manufacturing, Lasers, Porosity
Journal Articles

Building a Lightweight Digital Twin of a Crane Boom for Structural Safety Monitoring Based on a Multifidelity Surrogate Model

Xiaonan Lai, Xiwang He, Shuo Wang, Xiaobang Wang, Wei Sun, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. June 2022, 144(6): 064502.
Paper No: MD-21-1157
https://doi.org/10.1115/1.4053606
Published Online: February 15, 2022
View Article titled, Building a Lightweight Digital Twin of a Crane Boom for Structural Safety Monitoring Based on a Multifidelity Surrogate Model
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Topics: Cranes, Digital twin, Safety, Sensors, Stress
Journal Articles

Building a Trustworthy Product-Level Shape-Performance Integrated Digital Twin With Multifidelity Surrogate Model

Shuo Wang, Xiaonan Lai, Xiwang He, Yiming Qiu, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031703.
Paper No: MD-21-1271
https://doi.org/10.1115/1.4052390
Published Online: October 1, 2021
View Article titled, Building a Trustworthy Product-Level Shape-Performance Integrated Digital Twin With Multifidelity Surrogate Model
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Topics: Computer simulation, Digital twin, Simulation, Stress, Trusses (Building), Visualization, Simulation results, Shapes, Sensors