MPC Research Reports |
Title: | Reliability-Based Safety Risk and Cost Production of Large Trucks on Rural Highways |
Authors: | Suren Chen and Feng Chen |
University: | Colorado State University |
Publication Date: | Sep 2011 |
Report #: | MPC-11-243 |
Project #: | MPC-324 |
TRID #: | 01360951 |
Keywords: | crash records, high risk locations, mountain roads, rural highways, speeding, traffic safety, trucks, weather conditions |
An attempt is made to integrally evaluate the safety of large trucks on mountainous highways. The I-70 corridor in Colorado is chosen to demonstrate the methodology because of its typical mountainous terrain and adverse weather conditions. First, the ten-year historical accident records are analyzed to identify the accident-vulnerable-locations (AVLs) and site-specific critical adverse driving conditions. Second, simulation-based single-vehicle assessment is performed for predicting the large truck accident risks with the combination of given weather, topographical, road, and vehicle information at those AVLs along the whole corridor. A framework of a reliability-based assessment model of vehicle safety under adverse driving conditions is developed. Such a framework is built based on the advanced transient dynamic vehicle simulation models, which can consider the coupling effects between vehicles and adverse driving conditions, such as wind gust, snow-covered or icy road surfaces and/or curving. The single-vehicle safety index is introduced to provide a rational assessment of accident risks by considering uncertainties of critical variables. Finally, GIS maps with topographic conditions embedded are generated. By displaying the data on the GIS-based map, different accident risk indices can easily be displayed and compared on the GIS map.
Chen, Suren, and Feng Chen. Reliability-Based Safety Risk and Cost Production of Large Trucks on Rural Highways, MPC-11-243. North Dakota State University - Upper Great Plains Transportation Institute, Fargo: Mountain-Plains Consortium, 2011.