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A Radial-Based Centralized Kriging Method for System Reliability Assessment
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: System reliability assessment is a challenging task when using computationally intensive models. In this work, a radial-based centralized Kriging method (RCKM) is proposed for achieving high efficiency and accuracy. The ...
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 ...