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Journal Articles

Data and Model Synergy-Driven Rolling Bearings Remaining Useful Life Prediction Approach Based on Deep Neural Network and Wiener Process

Yonghuai Zhu, Xiaoya Zhou, Jiangfeng Cheng, Zhifeng Liu, Xiaofu Zou, Qiang Cheng, Hui Xu, Yong Wang, Fei Tao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2025, 147(4): 041005.
Paper No: MANU-24-1447
https://doi.org/10.1115/1.4067092
Published Online: November 21, 2024
View Article titled, Data and Model Synergy-Driven Rolling Bearings Remaining Useful Life Prediction Approach Based on Deep Neural Network and Wiener Process
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Topics: Physics, Rolling bearings, Service life (Equipment)
Journal Articles

A Digital Twin–Based Environment-Adaptive Assignment Method for Human–Robot Collaboration

Xin Ma, Qinglin Qi, Fei Tao
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2024, 146(3): 031004.
Paper No: MANU-23-1454
https://doi.org/10.1115/1.4064040
Published Online: December 4, 2023
View Article titled, A Digital Twin–Based Environment-Adaptive Assignment Method for Human–Robot Collaboration
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Topics: Collaboration, Digital twin, Human-robot collaboration, Robots, Genetic algorithms, Cycles
Proceedings Papers

Machine Learning Assisted Composite Rotor Blade Planform Design

Fei Tao, Su Tian, Haodong Du, Wenbin Yu
Proc. ASME. SSDM2023, ASME 2023 Aerospace Structures, Structural Dynamics, and Materials Conference, V001T01A014, June 19–21, 2023
Publisher: American Society of Mechanical Engineers
Paper No: SSDM2023-109144
https://doi.org/10.1115/SSDM2023-109144
View Paper titled, Machine Learning Assisted Composite Rotor Blade Planform Design
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Topics: Artificial neural networks, Blades, Composite materials, Design, Machine learning, Rotors
Journal Articles

Learning Nonlinear Constitutive Laws Using Neural Network Models Based on Indirectly Measurable Data

Xin Liu, Fei Tao, Haodong Du, Wenbin Yu, Kailai Xu
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. August 2020, 87(8): 081003.
Paper No: JAM-20-1097
https://doi.org/10.1115/1.4047036
Published Online: May 14, 2020
View Article titled, Learning Nonlinear Constitutive Laws Using Neural Network Models Based on Indirectly Measurable Data
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Topics: Artificial neural networks, Constitutive equations, Damage
Journal Articles

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

Yonghe Su, Fei Tao, Jian Jin, Tian Wang, Qingguo Wang, Lei Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021007.
Paper No: JCISE-19-1118
https://doi.org/10.1115/1.4045445
Published Online: January 3, 2020
View Article titled, Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network
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Topics: Artificial neural networks, Bearings, Failure, Signals, Vibration, Simulation, Machine learning
Proceedings Papers

Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing

Qinglin Qi, Dongming Zhao, T. Warren Liao, Fei Tao
Proc. ASME. MSEC2018, Volume 1: Additive Manufacturing; Bio and Sustainable Manufacturing, V001T05A018, June 18–22, 2018
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2018-6435
https://doi.org/10.1115/MSEC2018-6435
View Paper titled, Modeling of Cyber-Physical Systems and Digital Twin Based on Edge Computing, Fog Computing and Cloud Computing Towards Smart Manufacturing
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Topics: Cloud computing, Cyber-physical systems, Manufacturing, Modeling, Silicon-on-sapphire
Journal Articles

Partial/Parallel Disassembly Sequence Planning for Complex Products

Fei Tao, Luning Bi, Ying Zuo, A. Y. C. Nee
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. January 2018, 140(1): 011016.
Paper No: MANU-17-1298
https://doi.org/10.1115/1.4037608
Published Online: November 21, 2017
View Article titled, Partial/Parallel Disassembly Sequence Planning for Complex Products
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Topics: Algorithms, Fasteners, Optimization, Energy consumption, Recycling
Journal Articles

A Systematic Function Recommendation Process for Data-Driven Product and Service Design

Zhinan Zhang, Ling Liu, Wei Wei, Fei Tao, Tianmeng Li, Ang Liu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111404.
Paper No: MD-17-1141
https://doi.org/10.1115/1.4037610
Published Online: October 2, 2017
View Article titled, A Systematic Function Recommendation Process for Data-Driven Product and Service Design
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Topics: Design, Fiber reinforced plastics, E-commerce
Proceedings Papers

Smart Production Line: Common Factors and Data-Driven Implementation Method

Yongping Zhang, Ying Cheng, Fei Tao
Proc. ASME. MSEC2017, Volume 3: Manufacturing Equipment and Systems, V003T04A040, June 4–8, 2017
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2017-2896
https://doi.org/10.1115/MSEC2017-2896
View Paper titled, Smart Production Line: Common Factors and Data-Driven Implementation Method
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Topics: Assembly lines, Manufacturing
Journal Articles

A Cooperative Co-Evolutionary Algorithm for Large-Scale Process Planning With Energy Consideration

Fei Tao, Luning Bi, Ying Zuo, A. Y. C. Nee
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. June 2017, 139(6): 061016.
Paper No: MANU-16-1135
https://doi.org/10.1115/1.4035960
Published Online: March 3, 2017
View Article titled, A Cooperative Co-Evolutionary Algorithm for Large-Scale Process Planning With Energy Consideration
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Topics: Algorithms, Energy consumption, Production planning, Machinery
Journal Articles

Energy-Aware Material Selection for Product With Multicomponent Under Cloud Environment

Luning Bi, Ying Zuo, Fei Tao, T. W. Liao, Zhuqing Liu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2017, 17(3): 031007.
Paper No: JCISE-16-1773
https://doi.org/10.1115/1.4035675
Published Online: February 16, 2017
View Article titled, Energy-Aware Material Selection for Product With Multicomponent Under Cloud Environment
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Topics: Algorithms, Cycles, Energy consumption, Manufacturing, Evolutionary algorithms, Pareto optimization
Journal Articles

An Extensible Model for Multitask-Oriented Service Composition and Scheduling in Cloud Manufacturing

Yongkui Liu, Xun Xu, Lin Zhang, Fei Tao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2016, 16(4): 041009.
Paper No: JCISE-16-1022
https://doi.org/10.1115/1.4034186
Published Online: November 7, 2016
View Article titled, An Extensible Model for Multitask-Oriented Service Composition and Scheduling in Cloud Manufacturing
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Topics: Logistics, Manufacturing, Simulation experiments
Proceedings Papers

Dynamic Supply-Demand Matching for Manufacturing Resource Services in Service-Oriented Manufacturing Systems: A Hypernetwork-Based Solution Framework

Ying Cheng, Fei Tao, Lin Zhang, Dongming Zhao
Proc. ASME. MSEC2015, Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing, V002T04A017, June 8–12, 2015
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2015-9328
https://doi.org/10.1115/MSEC2015-9328
View Paper titled, Dynamic Supply-Demand Matching for Manufacturing Resource Services in Service-Oriented Manufacturing Systems: A Hypernetwork-Based Solution Framework
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Topics: Manufacturing, Manufacturing systems, Dynamics (Mechanics), Internet of things
Journal Articles

Manufacturing Service Management in Cloud Manufacturing: Overview and Future Research Directions

Fei Tao, Lin Zhang, Yongkui Liu, Ying Cheng, Lihui Wang, Xun Xu
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2015, 137(4): 040912.
Paper No: MANU-14-1553
https://doi.org/10.1115/1.4030510
Published Online: August 1, 2015
View Article titled, Manufacturing Service Management in Cloud Manufacturing: Overview and Future Research Directions
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Topics: Manufacturing, Modeling
Proceedings Papers

Development Status of Cloud Manufacturing in China

Lin Zhang, Jingeng Mai, Fei Tao, Yongliang Luo, Lei Ren
Proc. ASME. MSEC2014, Volume 1: Materials; Micro and Nano Technologies; Properties, Applications and Systems; Sustainable Manufacturing, V001T04A013, June 9–13, 2014
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2014-4019
https://doi.org/10.1115/MSEC2014-4019
View Paper titled, Development Status of Cloud Manufacturing in China
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Topics: China, Manufacturing, Aerospace industry, Architecture, Chain, Collaboration, Innovation, Manufacturing industry, Steel industry
Proceedings Papers

Development and Implementation of Cloud Manufacturing: An Evolutionary Perspective

Yongkui Liu, Lin Zhang, Fei Tao, Long Wang
Proc. ASME. MSEC2013, Volume 2: Systems; Micro and Nano Technologies; Sustainable Manufacturing, V002T02A007, June 10–14, 2013
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2013-1172
https://doi.org/10.1115/MSEC2013-1172
View Paper titled, Development and Implementation of Cloud Manufacturing: An Evolutionary Perspective
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Topics: Manufacturing, Modeling
Proceedings Papers

Lifecycle Management of Knowledge in a Cloud Manufacturing System

Anrui Hu, Lin Zhang, Fei Tao, Xiaohang Hu
Proc. ASME. MSEC2013, Volume 2: Systems; Micro and Nano Technologies; Sustainable Manufacturing, V002T02A005, June 10–14, 2013
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2013-1133
https://doi.org/10.1115/MSEC2013-1133
View Paper titled, Lifecycle Management of Knowledge in a Cloud Manufacturing System
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Topics: Knowledge management, Life cycle management, Manufacturing, Manufacturing systems