DocumentCode
447450
Title
The modeling of wet-pavement related crashes by using fuzzy logic
Author
Kou, Kuang-Yang
Author_Institution
Dept. of Traffic Sci., Central Police Univ., Taiwan, China
Volume
2
fYear
2005
fDate
10-12 Oct. 2005
Firstpage
1771
Abstract
This paper presents a fuzzy-logic model for predicting the risk of crashes that occur on wet pavements. Fuzzy logic model was adopted in this study because it is easy to understand, tolerant to imprecise data, can model nonlinear functions of enormous complexity, and can be built on the experience of experts. The results of the model indicate that fuzzy logic model performs very well, even with the limited and imprecise data. Such prototype can evolve into a tool for identifying sections of roadway that are likely to have more wet-pavement crashes than normal for safety improvements. It can also be used in planning and programming for testing the cost-effectiveness of wet-pavement crash-reduction projects.
Keywords
accident prevention; fuzzy logic; road accidents; traffic engineering computing; crash modeling; fuzzy logic model; safety; wet-pavement; Computer crashes; Electrical resistance measurement; Friction; Fuzzy logic; Immune system; Predictive models; Road safety; Traffic control; Vehicle crash testing; Vehicles; crash; fuzzy-logic model; wet pavements;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN
0-7803-9298-1
Type
conf
DOI
10.1109/ICSMC.2005.1571405
Filename
1571405
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