A flexible manufacturing assembly system with deep reinforcement learning

Control Engineering Practice ◽

10.1016/j.conengprac.2021.104957 ◽

2022 ◽

Vol 118 ◽

pp. 104957

Author(s):

Junzheng Li ◽

Dong Pang ◽

Yu Zheng ◽

Xinping Guan ◽

Xinyi Le

Keyword(s):

Reinforcement Learning ◽

Flexible Manufacturing ◽

Assembly System ◽

Manufacturing Assembly

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SAM Opto-Electronic Picture Sensor In A Flexible Manufacturing Assembly System

10.1117/12.965952 ◽

1983 ◽

Author(s):

W. Brune ◽

K. H. Bitter

Keyword(s):

Flexible Manufacturing ◽

Assembly System ◽

Manufacturing Assembly

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S.A.M. Opto-Electronic Picture Sensor in a Flexible Manufacturing Assembly System

Robot Vision ◽

10.1007/978-3-662-09771-7_26 ◽

1983 ◽

pp. 325-337 ◽

Author(s):

W. Brune ◽

K. Bitter

Keyword(s):

Flexible Manufacturing ◽

Assembly System ◽

Manufacturing Assembly

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Scaling a Reinforcement Learning Approach for Online Job Shop Scheduling in Flexible Manufacturing Systems to Various Products

Automation 2021 ◽

10.51202/9783181023921-505 ◽

2021 ◽

pp. 505-516

Author(s):

S. Baer ◽

S. Pol ◽

D. Turner ◽

F. Baer ◽

T. Meisen

Keyword(s):

Reinforcement Learning ◽

Flexible Manufacturing ◽

Flexible Manufacturing Systems ◽

Manufacturing Systems ◽

Job Shop ◽

Job Shop Scheduling ◽

Learning Approach ◽

Shop Scheduling

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Integration of JIT flexible manufacturing, assembly and disassembly system using Petri net approach

Journal of Manufacturing Technology Management ◽

10.1108/17410380410555934 ◽

2004 ◽

Vol 15 (7) ◽

pp. 700-714 ◽

Author(s):

Roongrat Seeluangsawat ◽

Erik L.J. Bohez

Keyword(s):

Petri Net ◽

Flexible Manufacturing ◽

Manufacturing Assembly

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Integration of JIT flexible manufacturing, assembly and disassembly using a simulation approach

Assembly Automation ◽

10.1108/01445151211198719 ◽

2012 ◽

Vol 32 (1) ◽

pp. 51-61 ◽

Author(s):

Roongrat Pisuchpen

Keyword(s):

Flexible Manufacturing ◽

Simulation Approach ◽

Manufacturing Assembly

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Stable, distributed, real-time scheduling of flexible manufacturing/assembly/diassembly systems

IEEE Transactions on Automatic Control ◽

10.1109/9.21085 ◽

1989 ◽

Vol 34 (2) ◽

pp. 139-148 ◽

Author(s):

J.R. Perkins ◽

P.R. Kumark

Keyword(s):

Real Time ◽

Flexible Manufacturing ◽

Real Time Scheduling ◽

Time Scheduling ◽

Manufacturing Assembly

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Control strategies for a stochastic flexible manufacturing and assembly system model

Computers & Mathematics with Applications ◽

10.1016/s0898-1221(99)00230-8 ◽

1999 ◽

Vol 38 (5-6) ◽

pp. 243-249

Author(s):

C. Frangos ◽

Y. Yavin ◽

M. Sniedovich

Keyword(s):

Flexible Manufacturing ◽

Control Strategies ◽

System Model ◽

Assembly System

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Self Learning in Flexible Manufacturing Units: A Reinforcement Learning Approach

2018 International Conference on Intelligent Systems (IS) ◽

10.1109/is.2018.8710460 ◽

2018 ◽

Author(s):

Dorothea Schwung ◽

Jan Niklas Reimann ◽

Andreas Schwung ◽

Steven X. Ding

Keyword(s):

Reinforcement Learning ◽

Flexible Manufacturing ◽

Learning Approach ◽

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3207 Online Task Assignment Based on Reinforcement Learning for a Multi-Agent Robotic Assembly System

The proceedings of the JSME annual meeting ◽

10.1299/jsmemecjo.2007.7.0_263 ◽

2007 ◽

Vol 2007.7 (0) ◽

pp. 263-264

Author(s):

Yusuke MAEDA ◽

Noriaki SAKAMOTO

Keyword(s):

Reinforcement Learning ◽

Task Assignment ◽

Robotic Assembly ◽

Assembly System ◽

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Stable distributed real-time scheduling of flexible manufacturing/assembly/disassembly systems

10.1109/cdc.1988.194651 ◽

2003 ◽

Author(s):

J. Perkins ◽

P.R. Kumar

Keyword(s):

Real Time ◽

Flexible Manufacturing ◽

Real Time Scheduling ◽

Time Scheduling ◽

Manufacturing Assembly

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