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Journal Articles

Deep Reinforcement Learning-Based Multi-Task Scheduling in Cloud Manufacturing under Different Task Arrival Modes

Accepted Manuscript
Yaoyao Ping, Yongkui Liu, Lin Zhang, Lihui Wang, Xun Xu
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-23-1040
DOI: https://doi.org/10.1115/1.4062217
Published Online: March 24, 2023
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Topics: Manufacturing, Reinforcement learning, Algorithms, Artificial neural networks, Genetic algorithms, Internet, Optimization algorithms, Production systems optimization
Proceedings Papers

Robotic Grasping Training Using Deep Reinforcement Learning With Policy Guidance Mechanism

Junying Yao, Yongkui Liu, Tingyu Lin, Xubin Ping, He Xu, Wenxiao Wang, Yingying Xiao, Lin Zhang, Lihui Wang
Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A015, June 21–25, 2021
Paper No: MSEC2021-63974
DOI: https://doi.org/10.1115/MSEC2021-63974
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Topics: Grasping, Platinum group metals, Reinforcement learning, Robots, Algorithms, Engineering simulation, Manufacturing, Simulation
Proceedings Papers

A Framework for Industrial Robot Training in Cloud Manufacturing With Deep Reinforcement Learning

Yongkui Liu, Junying Yao, Tingyu Lin, He Xu, Feng Shi, Yingying Xiao, Lin Zhang, Lihui Wang
Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A024, September 3, 2020
Paper No: MSEC2020-8355
DOI: https://doi.org/10.1115/MSEC2020-8355
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Topics: Manufacturing, Reinforcement learning, Robots
Proceedings Papers

Enterprises in Cloud Manufacturing: A Preliminary Exploration

Yongkui Liu, Xun Xu, Ananth Srinivasan, Lin Zhang
Proc. ASME. MSEC2017, Volume 3: Manufacturing Equipment and Systems, V003T04A042, June 4–8, 2017
Paper No: MSEC2017-2952
DOI: https://doi.org/10.1115/MSEC2017-2952
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Topics: Manufacturing, Internet, Manufacturing systems, Modeling
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
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2016, 16(4): 041009.
Paper No: JCISE-16-1022
DOI: https://doi.org/10.1115/1.4034186
Published Online: November 7, 2016
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Topics: Logistics, Manufacturing, Simulation experiments
Journal Articles

Industry 4.0 and Cloud Manufacturing: A Comparative Analysis

Yongkui Liu, Xun Xu
Journal: Journal of Manufacturing Science and Engineering
Article Type: Expert View
J. Manuf. Sci. Eng. March 2017, 139(3): 034701.
Paper No: MANU-16-1445
DOI: https://doi.org/10.1115/1.4034667
Published Online: October 6, 2016
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Topics: Manufacturing
Proceedings Papers

Industry 4.0 and Cloud Manufacturing: A Comparative Analysis

Yongkui Liu, Xun Xu
Proc. ASME. MSEC2016, Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing, V002T04A016, June 27–July 1, 2016
Paper No: MSEC2016-8726
DOI: https://doi.org/10.1115/MSEC2016-8726
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Topics: Manufacturing, Internet, Manufacturing industry, Bearings, Collaboration, Cyber-physical systems, Internet of things
Proceedings Papers

Cloud Manufacturing: An Industry Survey

Tiegang Zang, Yongkui Liu, Xun Xu
Proc. ASME. MSEC2016, Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing, V002T04A018, June 27–July 1, 2016
Paper No: MSEC2016-8752
DOI: https://doi.org/10.1115/MSEC2016-8752
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Topics: Manufacturing, China, Collaboration, E-commerce, Internet of things, Manufacturing industry
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
Article Type: Research-Article
J. Manuf. Sci. Eng. August 2015, 137(4): 040912.
Paper No: MANU-14-1553
DOI: https://doi.org/10.1115/1.4030510
Published Online: August 1, 2015
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Topics: Manufacturing, Modeling
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
Paper No: MSEC2013-1172
DOI: https://doi.org/10.1115/MSEC2013-1172
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Topics: Manufacturing, Modeling