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Journal Articles

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Accepted Manuscript
Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1419
https://doi.org/10.1115/1.4067270
Published Online: November 26, 2024
View Article titled, A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
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Topics: Digital twin, Machine learning, Maintenance, Tires
Proceedings Papers

A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring

Vispi Karkaria, Jie Chen, Christopher Luey, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A023, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-140496
https://doi.org/10.1115/DETC2024-140496
View Paper titled, A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
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Topics: Algorithms, Digital twin, Machine learning, Maintenance, Modeling, Tires
Journal Articles

A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires

Vispi Karkaria, Jie Chen, Chase Siuta, Damien Lim, Robert Radulescu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2024, 146(2): 020902.
Paper No: MD-23-1435
https://doi.org/10.1115/1.4063761
Published Online: November 13, 2023
View Article titled, A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires
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Topics: Tires
Proceedings Papers

Probabilistic Fatigue Data Analysis Using Physics-Guided Mixture Density Networks

Jie Chen, Yongming Liu
Proc. ASME. SSDM2023, ASME 2023 Aerospace Structures, Structural Dynamics, and Materials Conference, V001T03A008, June 19–21, 2023
Publisher: American Society of Mechanical Engineers
Paper No: SSDM2023-104976
https://doi.org/10.1115/SSDM2023-104976
View Paper titled, Probabilistic Fatigue Data Analysis Using Physics-Guided Mixture Density Networks
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Topics: Artificial neural networks, Density, Fatigue, Machine learning, Optimization, Physics, Uncertainty quantification
Proceedings Papers

Feasibility Analysis of Intelligent Instrument Application In Nuclear Power

Shuzhi Chen, Meiliang Huang, Qimeng Shen, Jie Chen, Xiaoqiang Liu, Junli Wang, Weidong Wang, Yueming Fu
Proc. ASME. ICONE29, Volume 12: Innovative and Smart Nuclear Power Plant Design, V012T12A040, August 8–12, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ICONE29-93298
https://doi.org/10.1115/ICONE29-93298
View Paper titled, Feasibility Analysis of Intelligent Instrument Application In Nuclear Power
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Topics: Instrumentation, Nuclear power
Journal Articles

A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling

Abouzar Choubineh, Jie Chen, Frans Coenen, Fei Ma
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014502.
Paper No: JCISE-22-1015
https://doi.org/10.1115/1.4054868
Published Online: July 18, 2022
View Article titled, A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling
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Topics: Artificial neural networks, Modeling, Fluid dynamics, Errors, Testing, Permeability
Proceedings Papers

Imaging-Based Fatigue Mechanism Investigation of Additively Manufactured Ti-6Al-4V

Jie Chen, Changyu Meng, Yongming Liu
Proc. ASME. IMECE2021, Volume 3: Advanced Materials: Design, Processing, Characterization, and Applications, V003T03A009, November 1–5, 2021
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2021-72865
https://doi.org/10.1115/IMECE2021-72865
View Paper titled, Imaging-Based Fatigue Mechanism Investigation of Additively Manufactured Ti-6Al-4V
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Topics: Additive manufacturing, Fatigue, Imaging
Proceedings Papers

A Generic Template for Collaborative Product Development

Jiyu Zhang, Jie Chen, Hazim EL-Mounayri
Proc. ASME. IMECE99, Industrial Virtual Reality: Manufacturing and Design Tool for the Next Millennium, 163-170, November 14–19, 1999
Publisher: American Society of Mechanical Engineers
Paper No: IMECE1999-0171
https://doi.org/10.1115/IMECE1999-0171
View Paper titled, A Generic Template for Collaborative Product Development
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Topics: Product development, Pulse width modulation, Cycles, Engineering systems and industry applications, Computer software, Computer-aided design, Computer-aided engineering, Concurrent engineering, Electrical components, Product engineering
Proceedings Papers

Ship Collision Analysis of Double Hull Structures in Various Ship Types

Jie Chen, Bin Liu, R. Villavicencio, Jian Ji, C. Guedes Soares
Proc. ASME. OMAE2021, Volume 2: Structures, Safety, and Reliability, V002T02A003, June 21–30, 2021
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2021-61784
https://doi.org/10.1115/OMAE2021-61784
View Paper titled, Ship Collision Analysis of Double Hull Structures in Various Ship Types
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Topics: Collisions (Physics), Crashworthiness, Hull, Ships
Journal Articles

Data-Driven Sensitivity Analysis for Static Mechanical Properties of Additively Manufactured Ti–6Al–4V

Antriksh Sharma, Jie Chen, Evan Diewald, Anahita Imanian, Jack Beuth, Yongming 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. March 2022, 8(1): 011108.
Paper No: RISK-20-1112
https://doi.org/10.1115/1.4051799
Published Online: August 27, 2021
View Article titled, Data-Driven Sensitivity Analysis for Static Mechanical Properties of Additively Manufactured Ti–6Al–4V
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Topics: Alloys, Elongation, Lasers, Manufacturing, Sensitivity analysis, Temperature, Tensile strength, Melting, Metals, Sintering
Proceedings Papers

Bayesian Information Fusion of Multmodality Nondestructive Measurements for Probabilistic Mechanical Property Estimation

Jie Chen, Yongming Liu
Proc. ASME. IMECE2020, Volume 14: Safety Engineering, Risk, and Reliability Analysis, V014T14A006, November 16–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2020-23411
https://doi.org/10.1115/IMECE2020-23411
View Paper titled, Bayesian Information Fusion of Multmodality Nondestructive Measurements for Probabilistic Mechanical Property Estimation
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Topics: Corrosion, Engineering simulation, Event history analysis, Fatigue, Fatigue life, Gaussian distribution, Mechanical properties, Pipelines, Simulation, Steel
Proceedings Papers

Multi-Objective Optimization of the Impeller Geometry for an Automotive Torque Converter Using RBF and NSGA-II Methods

Jie Chen, Guangqiang Wu
Proc. ASME. IDETC-CIE2020, Volume 4: 22nd International Conference on Advanced Vehicle Technologies (AVT), V004T04A025, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22389
https://doi.org/10.1115/DETC2020-22389
View Paper titled, Multi-Objective Optimization of the Impeller Geometry for an Automotive Torque Converter Using RBF and NSGA-II Methods
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Topics: Genetic algorithms, Geometry, Impellers, Pareto optimization, Torque converters
Proceedings Papers

The Experimental Research on the Mechanical Characteristics of the Newly Designed Fuel Rod Supporting Structure of Spacer Grid

Quan-yao Ren, Zeng-ping Pu, Mei-yin Zheng, Jie Chen, Mian Qin, Yuan-Ji Han, Yuan Peng, Ping Chen, Rui-rui Zhao, Jian-wei Li
Proc. ASME. ICONE2020, Volume 1: Beyond Design Basis; Codes and Standards; Computational Fluid Dynamics (CFD); Decontamination and Decommissioning; Nuclear Fuel and Engineering; Nuclear Plant Engineering, V001T05A004, August 4–5, 2020
Publisher: American Society of Mechanical Engineers
Paper No: ICONE2020-16121
https://doi.org/10.1115/ICONE2020-16121
View Paper titled, The Experimental Research on the Mechanical Characteristics of the Newly Designed Fuel Rod Supporting Structure of Spacer Grid
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Topics: Deformation, Fuel rods, Mechanical properties, Springs, Stress, Deflection, Manufacturing, Neutron flux, Strips
Journal Articles

Soot Formation With Light Extinction and Grayscale Extraction Methods Applied to Ethanol-Gasoline Blends Laminar Flame

Shengli Wei, Jie Chen, Rui Xu, Tongyuan Ding, Xiqian Zhao
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research Papers
J. Energy Resour. Technol. March 2021, 143(3): 032302.
Paper No: JERT-20-1285
https://doi.org/10.1115/1.4048061
Published Online: August 27, 2020
View Article titled, Soot Formation With Light Extinction and Grayscale Extraction Methods Applied to Ethanol-Gasoline Blends Laminar Flame
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Topics: Diffusion flames, Ethanol, Flames, Gasoline, Soot, Fuels
Journal Articles

A Comparative Study on the Influence of Supplementary Cementitious Materials on Marine Concrete

Xiaosheng Li, Zhonghe Shui, Yun Huang, Xu Gao, Jie Chen
Journal: Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. May 2020, 48(3): 1777–1787.
Paper No: JTE20190138
https://doi.org/10.1520/JTE20190138
Published Online: May 1, 2020
View Article titled, A Comparative Study on the Influence of Supplementary Cementitious Materials on Marine Concrete
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Proceedings Papers

System Electrothermal Transient Analysis of a High Current (40A) Synchronous Step Down Converter

Rajen Murugan, Jie Chen, Todd Harrison, C. T. Kao, Nathan Ai
Proc. ASME. InterPACK2019, ASME 2019 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems, V001T06A004, October 7–9, 2019
Publisher: American Society of Mechanical Engineers
Paper No: IPACK2019-6384
https://doi.org/10.1115/IPACK2019-6384
View Paper titled, System Electrothermal Transient Analysis of a High Current (40A) Synchronous Step Down Converter
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Topics: Capacitors, Design, Inductors, Modeling, Multi-chip modules, Packaging, Power density, Silicon, Simulation, Transient analysis
Proceedings Papers

Experimental Study on Abrasion and Cavitation Resistance of Non-Metallic Coating Materials for Pump

Hou-lin Liu, Man-hui Cao, Jie Chen, Yong Wang, Cheng-bin Wang
Proc. ASME. AJKFluids2019, Volume 1: Fluid Mechanics, V001T01A040, July 28–August 1, 2019
Publisher: American Society of Mechanical Engineers
Paper No: AJKFluids2019-5003
https://doi.org/10.1115/AJKFluids2019-5003
View Paper titled, Experimental Study on Abrasion and Cavitation Resistance of Non-Metallic Coating Materials for Pump
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Topics: Abrasion, Cavitation, Cavitation erosion, Coatings, Pumps
Proceedings Papers

Parametric Design and Optimization of the Impeller Geometry for an Automotive Torque Converter Using DOE Method

Guangqiang Wu, Jie Chen
Proc. ASME. IDETC-CIE2017, Volume 3: 19th International Conference on Advanced Vehicle Technologies; 14th International Conference on Design Education; 10th Frontiers in Biomedical Devices, V003T01A021, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68259
https://doi.org/10.1115/DETC2017-68259
View Paper titled, Parametric Design and Optimization of the Impeller Geometry for an Automotive Torque Converter Using DOE Method
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Topics: Geometry, Impellers, Optimization, Parametric design, Torque converters, Design, Blades, Computational fluid dynamics, Torque, Computer software
Proceedings Papers

Numerical Investigation of Self-Driven Fan Performance With Tip-Jet

Lei Li, GuoPing Huang, Jie Chen, JinChun Wang
Proc. ASME. GT2017, Volume 2A: Turbomachinery, V02AT39A021, June 26–30, 2017
Publisher: American Society of Mechanical Engineers
Paper No: GT2017-63783
https://doi.org/10.1115/GT2017-63783
View Paper titled, Numerical Investigation of Self-Driven Fan Performance With Tip-Jet
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Topics: Aircraft, Blades, Computational fluid dynamics, Coriolis force, Flow (Dynamics), Jets, Momentum, Navier-Stokes equations, Nozzles, Rotation
Proceedings Papers

Energy Optimization of Air Handling Unit Using CO 2 Data and Coil Performance

Ali Razban, Arash Edalatnoor, David Goodman, Jie Chen
Proc. ASME. IMECE2016, Volume 6B: Energy, V06BT08A007, November 11–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2016-66271
https://doi.org/10.1115/IMECE2016-66271
View Paper titled, Energy Optimization of Air Handling Unit Using CO 2 Data and Coil Performance
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Topics: Carbon dioxide, Optimization, Computer software, Control equipment, Energy consumption, Fuzzy logic, Ducts, Energy efficiency, Enthalpy, Heating