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An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Practical manufacturing system operates in highly dynamic and uncertain environments, where stochastic disturbances disrupt the execution of the production schedule as originally developed. Previous dynamic scheduling ...
Multidimensional Data Modeling and Model Validation for Digital Twin Workshop
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Digital twin workshop (DTW) is an important embodiment of intelligent manufacturing in the workshop level, which enables the smart production control and management of the workshop. However, there still exist problems ...