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Digital Twin Enhanced Dynamic Job-Shop Scheduling
Journal of Manufacturing Systems, 2021Zhang Meng, Fei Tao, Andrew Nee
exaly
This chapter introduces a novel Job Shop Scheduling (JSS) framework combining dynamic performance and artificial intelligence. By modelling the dynamics between operators, machines, and products with real-time monitoring of machine or operator status we guide assignment. The system's includes operator performance formulation.
Hajar Taji +3 more
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Hajar Taji +3 more
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Survey of integrated flexible job shop scheduling problems
Computers & industrial engineering, 2022Xixing Li +8 more
semanticscholar +1 more source
A Monte-Carlo tree search algorithm for the flexible job-shop scheduling in manufacturing systems
Flexible Services and Manufacturing Journal, 2022Muhammad Saqlain, S. Ali, J. Lee
semanticscholar +1 more source
Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning
Comput. Networks, 2021Libing Wang +7 more
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A Review on Intelligent Scheduling and Optimization for Flexible Job Shop
International Journal of Control, Automation and Systems, 2023Bin Jiang +5 more
semanticscholar +1 more source
Ant system for job-shop scheduling
1994Summary: The study of natural processes has inspired several heuristic optimization algorithms which have proved to be very effective in combinatorial optimization. We show how a new heuristic called ant system, in which the search is distributed over many simple, loosely interacting agents, can be successfully applied to find good solutions of job ...
Colorni, Alberto +3 more
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