five

The system reliability sensitivity to organizational factors simulation results based on Bayesian Network

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This dataset is the simulation results utilizing the Anylogic software to simulate system reliability as the tank polish process, including three workers (supervisor, technician, and operator), and five steps: Step1, the supervisor checks all the tools and facilities; Step2, three workers climb up the scaffold; Step3, supervisor supervise while the technician and operator polish the tank welds; Step4,three workers climb down the scaffold; Step5, technician and operator clean the tank inside. The human error rate is generated from a PERT distribution that includes the min, max, and mean values. These values come from a Bayesian Network comprised of organizational factors that contribute to human error, the inputs values also provide in the dataset.

本数据集为以储罐抛光工艺为仿真场景,利用Anylogic软件开展系统可靠性仿真所得的结果。该仿真场景包含三名作业人员:主管(supervisor)、技术员(technician)与操作员(operator),以及五道作业工序:步骤1:主管检查全部工具与设施;步骤2:三名工人攀爬至脚手架;步骤3:主管进行监督,技术员与操作员对储罐焊缝开展抛光作业;步骤4:三名工人爬下脚手架;步骤5:技术员与操作员对储罐内部进行清洁。 本数据集的人为失误率服从PERT分布,该分布涵盖最小值、最大值与均值参数。此类参数源自用于表征影响人为失误的组织因素的贝叶斯网络(Bayesian Network),数据集同时提供了该贝叶斯网络的输入参数值。
创建时间:
2024-06-04
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