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Proceedings Papers

A Knowledge Retrieval Method for Layout Design of Nuclear Power Reactor Coolant System Based on Hypernetwork and Deep Structured Semantic Model

Bin Wang, Bingtao Hu, Zhifeng Zhang, Yixiong Feng, Jianrong Tan

Proc. ASME. ICONE29, Volume 12: Innovative and Smart Nuclear Power Plant Design, V012T12A010, August 8–12, 2022

Paper No: ICONE29-91827

DOI: https://doi.org/10.1115/ICONE29-91827

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Topics: Coolants, Design, Nuclear reactors, Semantics

Proceedings Papers

A Collaborative Edge Computing Framework for Predictive Maintenance in Nuclear Power Plants

Yixiong Feng, Yong Wang, Bingtao Hu, Zhaoxi Hong, Jianrong Tan

Proc. ASME. ICONE29, Volume 12: Innovative and Smart Nuclear Power Plant Design, V012T12A042, August 8–12, 2022

Paper No: ICONE29-93370

DOI: https://doi.org/10.1115/ICONE29-93370

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Topics: Maintenance, Nuclear power plant maintenance, Nuclear power stations, Optimization, Algorithms, Energy / power systems, Nuclear power, Sensors

Proceedings Papers

Self-Assembly by 4D Printing: Design and Fabrication of Sequential Self-Folding

Siyuan Zeng, Yicong Gao, Jianrong Tan, Zhe Wei

Proc. ASME. SMASIS2022, ASME 2022 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T03A005, September 12–14, 2022

Paper No: SMASIS2022-89459

DOI: https://doi.org/10.1115/SMASIS2022-89459

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Topics: Design, Manufacturing, Printing, Self-assembly, Shapes

Proceedings Papers

A Common Simulating Model on Complicated Self-Deformation of 4D Printed Bilayer Structures

Yixiong Feng, Junjie Song, Yong Wang, Siyuan Zeng, Zhaoxi Hong, Hao Qiu, Jianrong Tan

Proc. ASME. SMASIS2022, ASME 2022 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T02A003, September 12–14, 2022

Paper No: SMASIS2022-89036

DOI: https://doi.org/10.1115/SMASIS2022-89036

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Topics: Deformation, Printing

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

J. Mech. Des. November 2022, 144(11): 111702.

Paper No: MD-22-1115

DOI: https://doi.org/10.1115/1.4054877

Published Online: July 22, 2022

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Topics: Model validation, Simulation, Uncertainty, Ultrasonic welding, Simulation models

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

J. Mech. Des. May 2022, 144(5): 051704.

Paper No: MD-21-1500

DOI: https://doi.org/10.1115/1.4053045

Published Online: December 6, 2021

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Topics: Functionally graded materials, Graphene, Optimization, Platelets, Stress, Topology, Uncertainty, Design, Materials properties

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

Paper No: DETC2021-67225

DOI: https://doi.org/10.1115/DETC2021-67225

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Topics: Artificial neural networks, Grasping, Reinforcement learning

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

Paper No: DETC2021-71234

DOI: https://doi.org/10.1115/DETC2021-71234

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Topics: Algorithms, Artificial neural networks, Path planning, Robots

Proceedings Papers

4D Printed Bilayer Helical Structures Mechanical Behaviors and Shape Memory Effects

Siyuan Zeng, Yixiong Feng, Yicong Gao, Jianrong Tan, Zhe Wei

Proc. ASME. SMASIS2021, ASME 2021 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T07A008, September 14–15, 2021

Paper No: SMASIS2021-68198

DOI: https://doi.org/10.1115/SMASIS2021-68198

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Topics: Deformation, Mechanical behavior, Printing, Shape memory effects, Shapes, Storage, Temperature, Anisotropy, Biomedicine, Computer programming

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

Paper No: POWER2021-66029

DOI: https://doi.org/10.1115/POWER2021-66029

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Topics: Fault diagnosis, Mechanical drives, Wind turbines

Journal Articles

Fatigue Analysis of Spherical Contact Subjected to Cyclic Elastic-Plastic Normal Loading

Zhou Chen, Yibo Jiang, Zheming Tong, Shuiguang Tong, Jianrong Tan

J. Tribol. July 2021, 143(7): 074502.

Paper No: TRIB-21-1017

DOI: https://doi.org/10.1115/1.4050270

Published Online: March 11, 2021

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Topics: Cycles, Fatigue, Fatigue analysis, Finite element model, Microcracks, Stress, Surface roughness, Fatigue damage, Damage, Wear

Journal Articles

A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis

Yixiong Feng, Mingdong Li, Shanhe Lou, Hao Zheng, Yicong Gao, Jianrong Tan

J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031002.

Paper No: JCISE-20-1178

DOI: https://doi.org/10.1115/1.4049895

Published Online: February 11, 2021

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Topics: Design, Electroencephalography, Performance evaluation, Physiology, Machine learning, Human factors, Elevators, Signals, Product design

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

J. Mech. Des. May 2021, 143(5): 051705.

Paper No: MD-20-1093

DOI: https://doi.org/10.1115/1.4048414

Published Online: November 17, 2020

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Topics: Artificial neural networks, Time series, Wind velocity, Waves

Proceedings Papers

A Hybrid Wind Speed Prediction Approach Based on Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks for Digital Twin

Weifei Hu, Yihan He, Zhenyu Liu, Jianrong Tan, Ming Yang, Jiancheng Chen

Proc. ASME. POWER2020, ASME 2020 Power Conference, V001T08A009, August 4–5, 2020

Paper No: POWER2020-16500

DOI: https://doi.org/10.1115/POWER2020-16500

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Topics: Artificial neural networks, Optimization, Time series, Wind velocity

Proceedings Papers

Wind Turbine Blade Coating Fatigue Induced by Raindrop Impact

Weifei Hu, Weiyi Chen, Xiaobo Wang, Zhenyu Liu, Jianrong Tan, Yeqing Wang

Proc. ASME. POWER2020, ASME 2020 Power Conference, V001T08A010, August 4–5, 2020

Paper No: POWER2020-16510

DOI: https://doi.org/10.1115/POWER2020-16510

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Topics: Blades, Coating processes, Coatings, Fatigue, Fracture (Materials), Texture (Materials), Wind turbines

Journal Articles

Novel Performance-Oriented Tolerance Design Method Based on Locally Inferred Sensitivity Analysis and Improved Polynomial Chaos Expansion

Guodong Sa, Zhenyu Liu, Chan Qiu, Xiang Peng, Jianrong Tan

J. Mech. Des. February 2021, 143(2): 022001.

Paper No: MD-19-1499

DOI: https://doi.org/10.1115/1.4047683

Published Online: August 18, 2020

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Topics: Chaos, Polynomials, Sensitivity analysis, Design methodology, Errors, Design, Modeling

Proceedings Papers

Design and Realization of Temperature-Driven Smart Structure Based on Shape Memory Polymer in 4D Printing

Yixiong Feng, Siyuan Zeng, Yicong Gao, Hao Zheng, Hao Qiu, Jianrong Tan

Proc. ASME. SMASIS2019, ASME 2019 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, V001T04A002, September 9–11, 2019

Paper No: SMASIS2019-5509

DOI: https://doi.org/10.1115/SMASIS2019-5509

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Topics: Adaptive structures, Deformation, Design, Printing, Shape memory polymers, Smart structures, Temperature

Proceedings Papers

A Digital Twin-Driven Improved Design Approach of Drawing Bench for Brazing Material

Bingtao Hu, Yixiong Feng, Yicong Gao, Hao Zheng, Jianrong Tan

Proc. ASME. IDETC-CIE2019, Volume 2A: 45th Design Automation Conference, V02AT03A010, August 18–21, 2019

Paper No: DETC2019-97437

DOI: https://doi.org/10.1115/DETC2019-97437

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Topics: Brazing, Design

Journal Articles

Non-Probabilistic Robust Equilibrium Optimization of Complex Uncertain Structures

Jin Cheng, Zhenyu Liu, Yangming Qian, Zhendong Zhou, Jianrong Tan

J. Mech. Des. February 2020, 142(2): 021405.

Paper No: MD-18-1898

DOI: https://doi.org/10.1115/1.4044322

Published Online: October 17, 2019

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Topics: Design, Equilibrium (Physics), Optimization, Optimization algorithms

Journal Articles

A Novel Region-Division-Based Tolerance Design Method for a Large Number of Discrete Elements Distributed on a Large Surface

Guodong Sa, Zhenyu Liu, Chan Qiu, Jianrong Tan

J. Mech. Des. April 2019, 141(4): 041701.

Paper No: MD-18-1184

DOI: https://doi.org/10.1115/1.4041573

Published Online: January 11, 2019

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Topics: Design, Design methodology, Errors, Sensitivity analysis, Gaussian distribution, Manufacturing

Journal citation

NARROW

A Knowledge Retrieval Method for Layout Design of Nuclear Power Reactor Coolant System Based on Hypernetwork and Deep Structured Semantic Model

A Collaborative Edge Computing Framework for Predictive Maintenance in Nuclear Power Plants

Self-Assembly by 4D Printing: Design and Fabrication of Sequential Self-Folding

A Common Simulating Model on Complicated Self-Deformation of 4D Printed Bilayer Structures

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

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

Deep Reinforcement Learning Enhanced Convolutional Neural Networks for Robotic Grasping

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

4D Printed Bilayer Helical Structures Mechanical Behaviors and Shape Memory Effects

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

Fatigue Analysis of Spherical Contact Subjected to Cyclic Elastic-Plastic Normal Loading

A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis

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

A Hybrid Wind Speed Prediction Approach Based on Ensemble Empirical Mode Decomposition and BO-LSTM Neural Networks for Digital Twin

Wind Turbine Blade Coating Fatigue Induced by Raindrop Impact

Novel Performance-Oriented Tolerance Design Method Based on Locally Inferred Sensitivity Analysis and Improved Polynomial Chaos Expansion

Design and Realization of Temperature-Driven Smart Structure Based on Shape Memory Polymer in 4D Printing

A Digital Twin-Driven Improved Design Approach of Drawing Bench for Brazing Material

Non-Probabilistic Robust Equilibrium Optimization of Complex Uncertain Structures

A Novel Region-Division-Based Tolerance Design Method for a Large Number of Discrete Elements Distributed on a Large Surface

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