估计人为错误概率的仿真模型

A. Angelopoulou, K. Mykoniatis, N. R. Boyapati
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引用次数: 1

摘要

本文描述了一个仿真模型的系统动力学体系结构,该模型可以估计人类在给定场景中执行某些任务的人为错误概率。估计人为错误概率作为执行的任务类型和性能塑造因素的数量的函数。在这项工作中,使用标准化工厂分析风险-人(SPAR-H)可靠性分析方法来估计人为错误的概率。系统动力学仿真模型捕获了SPAR-H定义的影响人为错误的性能形成因素之间的因果关系,并使用它们来评估系统的整体人为错误概率。目前的工作是我们之前在任务分析、工作量和人的可靠性评估模拟方面工作的延续,旨在评估系统动力学模拟作为评估人的可靠性的潜在方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A simulation model for estimating human error probability
This paper describes the system dynamics architecture of a simulation model which estimates human error probability for humans performing certain tasks in a given scenario. Human error probability is estimated as a function of the type of tasks performed and the number of performance shaping factors. In this work, the Standardized Plant Analysis Risk-Human (SPAR-H) reliability analysis method is utilized for estimating the probability of human error. The system dynamics simulation model captures the cause and effect relationships of the SPAR-H defined performance shaping factors that affect human error and uses them to assess the overall human error probability of the system. The present work is a continuation of our previous work on task analysis, workload and human reliability assessment simulation and aims to evaluate the system dynamics simulation as a potential approach to assess human reliability.
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