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Prediction for danger zone of Gyeongbu expressway using digital tachograph data

Av: Språk: Engelska Utgivningsinformation: Linköping : Statens väg- och transportforskningsinstitut, 2018Beskrivning: 1 sÄmnen: Onlineresurser: Sammanfattning: In Korea, especially at Seoul Metropolitan area, there are many wide area bus traveling on expressway. Traffic accidents caused by wide-area buses traveling on expressways are very damaging to people. In this study, to prevent large-scale accident by wide area bus, we analyzed the driving behaviors of them running on expressways. And we developed a risk prediction model to evaluate the risk of each expressway section. For Modeling, we use the Digital Tacho-graph Data which has a driving behavior record of wide area bus. And we use traffic accident data, travel speed data, traffic volume data for 5 years on Gyeongbu expressway.
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In Korea, especially at Seoul Metropolitan area, there are many wide area bus traveling on expressway. Traffic accidents caused by wide-area buses traveling on expressways are very damaging to people. In this study, to prevent large-scale accident by wide area bus, we analyzed the driving behaviors of them running on expressways. And we developed a risk prediction model to evaluate the risk of each expressway section. For Modeling, we use the Digital Tacho-graph Data which has a driving behavior record of wide area bus. And we use traffic accident data, travel speed data, traffic volume data for 5 years on Gyeongbu expressway.