A fuzzy expert system for aviation risk assessment

被引:74
作者
Hadjimichael, Michael [1 ]
机构
[1] USN, Res Lab, Marine Meteorl Div, Monterey, CA 93943 USA
关键词
Fuzzy rule-based systems; Risk assessment; Aviation safety;
D O I
10.1016/j.eswa.2008.07.081
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Flight Operations Risk Assessment System (FORAS) is a risk modeling methodology which represents risk factors and their interrelationships as a fuzzy expert system. A FORAS risk model provides a quantitative relative risk index representing an estimate of the cumulative effects of potential hazards on a single flight operation. FORAS systematizes the process of eliciting human expertise, provides for a natural representation of the knowledge in an expert system, and automates the process of risk assessment. The FORAS tool is valuable to airline safety departments for examining risk trends, to pilots and dispatchers for assessing risks associated with each flight, and to airline management for quantifying the effects of making safety-related changes. The quantitative relative risk index generated by FORAS allows comparisons between flights, and facilitates the communication of safety issues throughout the organization. Published by Elsevier Ltd.
引用
收藏
页码:6512 / 6519
页数:8
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