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Development of a prototype knowledge-based system for estimating human error probabilities~1

机译:开发基于知识的原型系统以估计人为错误概率〜1

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Human reliability analysis (HRA) is characterized as the prediction and evaluation of work-oriented human performance in quantitative terms, using indices like error likelihood or probability of task accomplishment. Today, the HRA practitioner is confronted with a bewildering set of approaches, where a poor selection or improper application of methodology can produce invalid HEP estimates leading to severe consequences relatd to accidents causing property damage, injury, or death. To address these situations, Los Alamos National Laboratory is developing a human reliability centered, expert system to help with the quantification of human erro actions. This system will improve HRA validity by disseminating problem solving knowledge to minimally trained end users, by standardizing conclusions for a given set of data, and by freeing the human expert from various repetitive routine HRA quantification jobs.
机译:人类可靠性分析(HRA)的特征是使用诸如错误可能性或任务完成的概率之类的指标,以定量的方式预测和评估面向工作的人类绩效。如今,HRA从业人员面临着一系列令人困惑的方法,在这些方法中,选择不当或方法学应用不当会产生无效的HEP估计值,从而导致与造成财产损失,伤害或死亡的事故有关的严重后果。为了解决这些情况,洛斯阿拉莫斯国家实验室正在开发以人的可靠性为中心的专家系统,以帮助量化人的错误行为。该系统将通过将解决问题的知识传播给受过最少培训的最终用户,通过标准化给定数据集的结论以及使人类专家摆脱各种重复的常规HRA量化工作来提高HRA的有效性。

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