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Journal Articles

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

Zhinan Li, Guodong Sa, Zhenyu Liu, Bin Li, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031401.
Paper No: MD-23-1892
https://doi.org/10.1115/1.4066680
Published Online: October 18, 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, Ontologies, Semantics
Proceedings Papers

Numerical Simulation of Leidenfrost Effect of Droplets on Porous Substrate

Peilin Cui, Zhenyu Liu, Huiying Wu
Proc. ASME. MNHMT2024, ASME 2024 7th International Conference on Micro/Nanoscale Heat and Mass Transfer, V001T06A001, August 5–7, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MNHMT2024-132768
https://doi.org/10.1115/MNHMT2024-132768
View Paper titled, Numerical Simulation of Leidenfrost Effect of Droplets on Porous Substrate
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Topics: Computer simulation, Drops, Dynamics (Mechanics), Film boiling, High temperature
Proceedings Papers

Experimental and Numerical Study on Phase Change Heat Transfer of Ternary Non-Azeotropic Mixture

Bo Zhang, Peipei Tian, Zhiguo Wang, Zhiwei Sun, Peilin Cui, Zhenyu Liu
Proc. ASME. MNHMT2024, ASME 2024 7th International Conference on Micro/Nanoscale Heat and Mass Transfer, V001T10A003, August 5–7, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MNHMT2024-131675
https://doi.org/10.1115/MNHMT2024-131675
View Paper titled, Experimental and Numerical Study on Phase Change Heat Transfer of Ternary Non-Azeotropic Mixture
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Topics: Boiling, Computer simulation, Fluids, Heat, Heat transfer, Heating, Mass transfer, Phase transitions, Temperature, Water
Journal Articles

A New Sequential Sampling Method for Surrogate Modeling Based on a Hybrid Metric

Weifei Hu, Feng Zhao, Xiaoyu Deng, Feiyun Cong, Jianwei Wu, Zhenyu Liu, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061705.
Paper No: MD-23-1570
https://doi.org/10.1115/1.4064163
Published Online: December 18, 2023
View Article titled, A New Sequential Sampling Method for Surrogate Modeling Based on a Hybrid Metric
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Topics: Errors, Metamodeling, Sampling methods, Design, Experimental design, Entropy
Journal Articles

A Novel Method of Designing Random Rough Surface Considering Its Contact Force–Deformation Characteristic Requirement

Xuxin Guo, Daxin Liu, Zhenyu Liu, Jianrong Tan
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol. March 2024, 146(3): 031501.
Paper No: TRIB-23-1245
https://doi.org/10.1115/1.4063946
Published Online: December 11, 2023
View Article titled, A Novel Method of Designing Random Rough Surface Considering Its Contact Force–Deformation Characteristic Requirement
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Topics: Deformation, Design, Interpolation, Optimization, Surface roughness, Statistical distributions
Journal Articles

Pore-Scale Study of Gas Natural Convection in Confined Porous Media Based on Lattice Boltzmann Method

Ammar Tariq, Yueqi Zhao, Adnan Munir, Peilin Cui, Zhenyu Liu
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer. February 2024, 146(2): 022701.
Paper No: HT-23-1208
https://doi.org/10.1115/1.4063903
Published Online: November 21, 2023
View Article titled, Pore-Scale Study of Gas Natural Convection in Confined Porous Media Based on Lattice Boltzmann Method
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Topics: Flow (Dynamics), Lattice Boltzmann methods, Natural convection, Temperature, Heat transfer, Porous materials, Cylinders, Relaxation (Physics)
Journal Articles

A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data

Weifei Hu, Tongzhou Zhang, Zhenyu Liu, Jin Cheng, Yukun Lou, Xiaoyu Deng, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111702.
Paper No: MD-22-1115
https://doi.org/10.1115/1.4054877
Published Online: July 22, 2022
View Article titled, A New Validation Metric for Models With Correlated Responses Using Limited Experimental and Simulation Data
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Topics: Model validation, Simulation, Uncertainty, Ultrasonic welding, Simulation models
Journal Articles

Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network

Xiang Peng, Yujie Shao, Weifei Hu, Jiquan Li, Zhenyu Liu, Shaofei Jiang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2022, 144(10): 101704.
Paper No: MD-22-1030
https://doi.org/10.1115/1.4054807
Published Online: July 1, 2022
View Article titled, Estimation of Small Failure Probability Based on Adaptive Subset Simulation and Deep Neural Network
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Topics: Failure, Probability, Simulation
Journal Articles

Topology Optimization on Complex Surfaces Based on the Moving Morphable Component Method and Computational Conformal Mapping

Wendong Huo, Chang Liu, Zongliang Du, Xudong Jiang, Zhenyu Liu, Xu Guo
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. May 2022, 89(5): 051008.
Paper No: JAM-22-1014
https://doi.org/10.1115/1.4053727
Published Online: March 4, 2022
View Article titled, Topology Optimization on Complex Surfaces Based on the Moving Morphable Component Method and Computational Conformal Mapping
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Topics: Optimization, Shells, Topology, Design, Parametrization
Journal Articles

Robust Topology Optimization of Graphene Platelets Reinforced Functionally Graded Materials Considering Hybrid Bounded Uncertainties

Jin Cheng, Wei Lu, Yibin Lou, Weifei Hu, Zhenyu Liu, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051704.
Paper No: MD-21-1500
https://doi.org/10.1115/1.4053045
Published Online: December 6, 2021
View Article titled, Robust Topology Optimization of Graphene Platelets Reinforced Functionally Graded Materials Considering Hybrid Bounded Uncertainties
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Topics: Functionally graded materials, Graphene, Optimization, Platelets, Stress, Topology, Uncertainty, Design, Materials properties
Proceedings Papers

A New Robot Path Planning Method Based on LSTM Neural Network and Rapidly-Exploring Random Tree Algorithm

Weifei Hu, Feng Tang, Zhenyu Liu, Jianrong Tan
Proc. ASME. IDETC-CIE2021, Volume 8B: 45th Mechanisms and Robotics Conference (MR), V08BT08A006, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-71234
https://doi.org/10.1115/DETC2021-71234
View Paper titled, A New Robot Path Planning Method Based on LSTM Neural Network and Rapidly-Exploring Random Tree Algorithm
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Topics: Algorithms, Artificial neural networks, Path planning, Robots
Proceedings Papers

Deep Reinforcement Learning Enhanced Convolutional Neural Networks for Robotic Grasping

Jianhao Fang, Weifei Hu, Chuxuan Wang, Zhenyu Liu, Jianrong Tan
Proc. ASME. IDETC-CIE2021, Volume 3B: 47th Design Automation Conference (DAC), V03BT03A036, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-67225
https://doi.org/10.1115/DETC2021-67225
View Paper titled, Deep Reinforcement Learning Enhanced Convolutional Neural Networks for Robotic Grasping
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Topics: Artificial neural networks, Grasping, Reinforcement learning
Proceedings Papers

A CapsNet-Based Fault Diagnosis Method for a Digital Twin of a Wind Turbine Gearbox

Hao Zhao, Weifei Hu, Zhenyu Liu, Jianrong Tan
Proc. ASME. POWER2021, ASME 2021 Power Conference, V001T09A016, July 20–22, 2021
Publisher: American Society of Mechanical Engineers
Paper No: POWER2021-66029
https://doi.org/10.1115/POWER2021-66029
View Paper titled, A CapsNet-Based Fault Diagnosis Method for a Digital Twin of a Wind Turbine Gearbox
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Topics: Fault diagnosis, Mechanical drives, Wind turbines
Proceedings Papers

Slip Gas Flow and Heat Transfer in Confined Porous Media With Different Shape Cylinders

Ammar Tariq, Zhenyu Liu
Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T05A004, June 16–18, 2021
Publisher: American Society of Mechanical Engineers
Paper No: HT2021-63408
https://doi.org/10.1115/HT2021-63408
View Paper titled, Slip Gas Flow and Heat Transfer in Confined Porous Media With Different Shape Cylinders
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Topics: Cylinders, Gas flow, Heat transfer, Lattice Boltzmann methods, Permeability, Porous materials, Shapes
Proceedings Papers

Flow Boiling of Deionized Water in Ultrahigh-Aspect-Ratio Microchannel Heat Sink

Peilin Cui, Zhenyu Liu
Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T08A002, June 16–18, 2021
Publisher: American Society of Mechanical Engineers
Paper No: HT2021-62094
https://doi.org/10.1115/HT2021-62094
View Paper titled, Flow Boiling of Deionized Water in Ultrahigh-Aspect-Ratio Microchannel Heat Sink
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Topics: Boiling, Bubbles, Flow (Dynamics), Heat sinks, Microchannels, Water
Proceedings Papers

Enhanced Mechanism of Water Evaporation Through Nanoporous Membrane

Runkeng Liu, Zhenyu Liu
Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T09A001, June 16–18, 2021
Publisher: American Society of Mechanical Engineers
Paper No: HT2021-61719
https://doi.org/10.1115/HT2021-61719
View Paper titled, Enhanced Mechanism of Water Evaporation Through Nanoporous Membrane
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Topics: Evaporation, Graphene, Membranes, Water
Proceedings Papers

Study of Boiling Heat Transfer on Heterogeneous Wetting Surface With MD Simulation

Zeyu Liu, Runkeng Liu, Peng Li, Anyi Xu, Zhenyu Liu
Proc. ASME. HT2021, ASME 2021 Heat Transfer Summer Conference, V001T08A005, June 16–18, 2021
Publisher: American Society of Mechanical Engineers
Paper No: HT2021-63363
https://doi.org/10.1115/HT2021-63363
View Paper titled, Study of Boiling Heat Transfer on Heterogeneous Wetting Surface With MD Simulation
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Topics: Boiling, Bubbles, Heat transfer, Molecular dynamics simulation, Wetting
Journal Articles

Determination Method of Elasto-Plastic Correction Factor of TA16 Titanium Alloy Based on RCC-M Code Methodology

Xuejiao Shao, Juan Du, Liping Zhang, Hai Xie, Jun Tian, Kaikai Shi, Ying Zhang, Zhenyu Liu
Journal: Journal of Pressure Vessel Technology
Publisher: ASME
Article Type: Technical Briefs
J. Pressure Vessel Technol. October 2021, 143(5): 054503.
Paper No: PVT-20-1153
https://doi.org/10.1115/1.4049708
Published Online: April 9, 2021
View Article titled, Determination Method of Elasto-Plastic Correction Factor of TA16 Titanium Alloy Based on RCC-M Code Methodology
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Topics: Constitutive equations, Fatigue analysis, Nitrogen, Stress, Titanium alloys, Stainless steel, Hardening
Proceedings Papers

Experimental Study on Flow Boiling of HFE-7100 in Wavy Copper Microchannels

Peilin Cui, Zhenyu Liu
Proc. ASME. IMECE2020, Volume 11: Heat Transfer and Thermal Engineering, V011T11A039, November 16–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2020-24431
https://doi.org/10.1115/IMECE2020-24431
View Paper titled, Experimental Study on Flow Boiling of HFE-7100 in Wavy Copper Microchannels
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Topics: Boiling, Copper, Flow (Dynamics), Microchannels, Nucleate boiling
Journal Articles

Toward a Digital Twin: Time Series Prediction Based on a Hybrid Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks

Weifei Hu, Yihan He, Zhenyu Liu, Jianrong Tan, Ming Yang, Jiancheng Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2021, 143(5): 051705.
Paper No: MD-20-1093
https://doi.org/10.1115/1.4048414
Published Online: November 17, 2020
View Article titled, Toward a Digital Twin: Time Series Prediction Based on a Hybrid Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks
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Topics: Artificial neural networks, Time series, Wind velocity, Waves