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Study on operator's SA reliability in digital NPPs. Part 2: Data-driven causality model of SA

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成果类型:
期刊论文
作者:
Li, Peng-cheng*;Zhang, Li.;Dai, Li-cao;Li, Xiao-fang
通讯作者:
Li, Peng-cheng
作者机构:
[Li, Xiao-fang; Li, Peng-cheng; Zhang, Li.; Dai, Li-cao] Univ South China, Human Factor Inst, Hengyang 421001, Hunan, Peoples R China.
[Li, Peng-cheng] Univ North Carolina Charlotte, Syst Engn & Engn Management, Charlotte, NC 28223 USA.
[Li, Peng-cheng] Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Hunan, Peoples R China.
通讯机构:
[Li, Peng-cheng] U
Univ South China, Human Factor Inst, Hengyang 421001, Hunan, Peoples R China.
语种:
英文
关键词:
Causality model;Digital main control rooms;Human error;Performance shaping factors;Situation awareness
期刊:
Annals of Nuclear Energy
ISSN:
0306-4549
年:
2017
卷:
109
页码:
185-191
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [71371070, 71071051, 71301069, 51674145, 71501068]; Lingdong Nuclear Power Plant [KR70543]; Construct Program of the Key Discipline in Hunan Province; Innovation Ability Construction Projects based on the new Industry-Academy-Research Cooperation of Hunan Province [2012GK4101]; Postdoctoral Science Foundation of ChinaChina Postdoctoral Science Foundation [2016M600633]; Natural Science Foundation of Hunan ProvinceNatural Science Foundation of Hunan Province [2017-260]; China Scholarship Council (CSC)China Scholarship Council; Humanities and Social Science Projects of Ministry of Education [11YJC630207]; Social Science Projects of Hunan Province [16YBA314]
机构署名:
本校为第一且通讯机构
院系归属:
核科学技术学院
管理学院
摘要:
This paper tries to overcome shortcomings of the traditional assessment method of situation awareness (SA) reliability and build more robust causality model of SA. Firstly, the organization-oriented analysis framework or method of SA error was used to analyze human factor events in nuclear power plants (NPPs) and the data of 132 samples were obtained. Then, the correlation analysis method is used to identify the correlation relationships between factors influencing SA and next factor analysis method is used to identify the scenes triggering SA ...

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