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Junqi Yang
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Journal Articles

A Structural Equation Modeling-Based Strategy for Design Optimization of Multilayer Composite Structural Systems

Junqi Yang, Hongyi Xu, Zhenfei Zhan, Ching-Hung Chuang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111407.
Paper No: MD-18-1226
https://doi.org/10.1115/1.4040984
Published Online: September 7, 2018
View Article titled, A Structural Equation Modeling-Based Strategy for Design Optimization of Multilayer Composite Structural Systems
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Topics: Composite materials, Design, Optimization, Modeling
Proceedings Papers

Study of the Design Representation Methods for the Optimization of Multi-Layer Composite Structures

Hongyi Xu, Junqi Yang, Ching-Hung Chuang, Zhenfei Zhan
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A002, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67309
https://doi.org/10.1115/DETC2017-67309
View Paper titled, Study of the Design Representation Methods for the Optimization of Multi-Layer Composite Structures
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Topics: Composite materials, Design, Optimization, Switches
Journal Articles

A Mixed-Kernel-Based Support Vector Regression Model for Automotive Body Design Optimization Under Uncertainty

Yudong Fang, Zhenfei Zhan, Junqi Yang, Xu Liu
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. December 2017, 3(4): 041008.
Paper No: RISK-17-1037
https://doi.org/10.1115/1.4036990
Published Online: June 28, 2017
View Article titled, A Mixed-Kernel-Based Support Vector Regression Model for Automotive Body Design Optimization Under Uncertainty
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Topics: Design, Optimization, Reliability-based optimization, Support vector machines, Uncertainty, Particle swarm optimization, Weight (Mass), Vehicles
Proceedings Papers

A Mixed-Kernel-Based Support Vector Regression Model for Automotive Body Design Optimization

Yudong Fang, Zhenfei Zhan, Junqi Yang, Jun Lu, Chong Chen
Proc. ASME. IMECE2016, Volume 12: Transportation Systems, V012T16A013, November 11–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2016-67669
https://doi.org/10.1115/IMECE2016-67669
View Paper titled, A Mixed-Kernel-Based Support Vector Regression Model for Automotive Body Design Optimization
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Topics: Design, Optimization, Support vector machines, Algorithms, Automotive design, Computers, Crashworthiness, Finite element analysis, Finite element model, Particle swarm optimization
Proceedings Papers

A Stochastic Multivariate Validation Method for Dynamic Systems

Jun Lu, Zhenfei Zhan, Pan Wang, Yudong Fang, Junqi Yang
Proc. ASME. IMECE2016, Volume 4A: Dynamics, Vibration, and Control, V04AT05A055, November 11–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2016-67690
https://doi.org/10.1115/IMECE2016-67690
View Paper titled, A Stochastic Multivariate Validation Method for Dynamic Systems
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Topics: Dynamic systems, Computers, Dynamic models, Density, Dimensions, Model validation, Principal component analysis, Probability, Simulation results, Vehicles
Journal Articles

Robust Full-Order and Reduced-Order Observers for a Class of Uncertain Switched Systems

Junqi Yang, Fanglai Zhu, Xingguo Tan, Yunjian Wang
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. February 2016, 138(2): 021004.
Paper No: DS-15-1261
https://doi.org/10.1115/1.4032067
Published Online: December 15, 2015
View Article titled, Robust Full-Order and Reduced-Order Observers for a Class of Uncertain Switched Systems
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Topics: Design, Errors, Optimization, State estimation, Linear systems, Signals, Simulation