测试弹性控制系统的双过程认知模型

J. Blythe
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引用次数: 21

摘要

我们描述了一个基于主体的个体人类行为模型,该模型将双过程架构与反应性计划和心智模型相结合,以捕获广泛的人类行为,包括行为和概念错误。人类操作员的行为是系统弹性控制的一个重要因素,但很少受到关注。为了在一系列条件下测试现有的控制系统或分析可能的新方法,需要人类行为和决策模型。虽然我们描述的模型已经在网络安全领域得到了发展和应用,但它与包括人类操作在内的广泛的弹性控制系统相关。讨论了在核电厂操作员行为建模中的应用。
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A dual-process cognitive model for testing resilient control systems
We describe an agent-based model of individual human behavior that combines a dual-process architecture with reactive planning and mental models in order to capture a wide range of human behavior, including both behavioral and conceptual errors. Human operator behavior is an important factor in resilient control of systems that has received relatively little attention. Models of human behavior and decision making are needed in order to test existing control systems under a range of conditions or analyze possible new approaches. While the model we describe has been developed and applied in the area of cyber security, it is relevant to a wide range of resilient control systems that include human operation. We discuss an application to modeling operator behavior in a nuclear power plant.
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