测试弹性控制系统的双过程认知模型

J. Blythe
{"title":"测试弹性控制系统的双过程认知模型","authors":"J. Blythe","doi":"10.1109/ISRCS.2012.6309285","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":227062,"journal":{"name":"2012 5th International Symposium on Resilient Control Systems","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2012-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"21","resultStr":"{\"title\":\"A dual-process cognitive model for testing resilient control systems\",\"authors\":\"J. Blythe\",\"doi\":\"10.1109/ISRCS.2012.6309285\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":227062,\"journal\":{\"name\":\"2012 5th International Symposium on Resilient Control Systems\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"21\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 5th International Symposium on Resilient Control Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISRCS.2012.6309285\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 5th International Symposium on Resilient Control Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISRCS.2012.6309285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信