Use of Evidence Theory in Fault Tree Analysis for Road Safety Inspection

被引:2
|
作者
Kronprasert, Nopadon [1 ]
Thipnee, Nattika [1 ]
机构
[1] Chiang Mai Univ, Excellence Ctr Infrastructure Technol & Transport, Dept Civil Engn, Chiang Mai, Thailand
关键词
Fault tree analysis; Evidence theory; Uncertainty; Road accident; Road safety inspection; Decision making;
D O I
10.1007/978-3-319-45559-4_9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Road traffic accidents are among the most pressing transportation-related issues; they have not yet been addressed in a satisfactory way in many countries. They can be viewed as failures of road safety systems caused by a set of contributing components. This paper proposes a belief fault tree analysis model based on road safety inspection for identifying road infrastructure deficiencies that influence an accident occurrence and guiding highway professionals in the implementation of proper correction actions. Fault Tree Analysis is used as a risk assessment technique to diagnose the failures of road safety systems, while evidence theory is used to represent the probabilistic-based information under uncertainty gathered from expert opinions. The proposed approach is applied to analyse a real-world high-accident intersection location. It provides a means for road safety engineers to elucidate the cause of accident occurrence and to conduct road safety inspection under uncertainty.
引用
收藏
页码:84 / 93
页数:10
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