Exploring the Influence of Truck Proportion on Freeway Traffic Safety Using Adaptive Network-Based Fuzzy Inference System
المؤلفون المشاركون
Zhang, H. Michael
Lu, Jian
Zhang, Shiwen
Xing, Yingying
المصدر
Journal of Advanced Transportation
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-12-29
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
The truck operation of freeway has an impact on traffic safety.
In particular, the gradually increasing in truck proportion will inevitably affect the freeway traffic operation of different traffic volume.
In this paper, VISSIM simulation is used to supply the field data and orthogonal experimental is designed for calibrate the simulation data.
Then, SSAM modeling is combined to analyze the impact of truck proportion on traffic flow parameters and traffic conflicts.
The serious and general conflict prediction model based on the Adaptive Network-based Fuzzy Inference System (ANFIS) is proposed to determine the impact of the truck proportion on freeway traffic safety.
The results show that when the truck proportion is around 0.4 under 3200 veh/h and 0.6 under 2600 veh/h, there are more traffic conflicts and the number of serious conflicts is more than the number of general conflicts, which also reflect the relationship between truck proportion and traffic safety.
Under 3000 veh/h, travel time and average delay increasing while mean speed and mean speed of small car decreases with truck proportion increases.
The mean time headway rises largely with the truck proportion increasing above 3000 veh/h.
The speed standard deviation increases initially and then fall with truck proportion increasing.
The lane-changing decreases while truck proportion increasing.
In addition, ANFIS can accurately determine the impact of truck proportion on traffic conflicts under different traffic volume, and also validate the learning ability of ANFIS.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Shiwen& Xing, Yingying& Lu, Jian& Zhang, H. Michael. 2019. Exploring the Influence of Truck Proportion on Freeway Traffic Safety Using Adaptive Network-Based Fuzzy Inference System. Journal of Advanced Transportation،Vol. 2019, no. 2019, pp.1-13.
https://search.emarefa.net/detail/BIM-1169809
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Shiwen…[et al.]. Exploring the Influence of Truck Proportion on Freeway Traffic Safety Using Adaptive Network-Based Fuzzy Inference System. Journal of Advanced Transportation No. 2019 (2019), pp.1-13.
https://search.emarefa.net/detail/BIM-1169809
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Shiwen& Xing, Yingying& Lu, Jian& Zhang, H. Michael. Exploring the Influence of Truck Proportion on Freeway Traffic Safety Using Adaptive Network-Based Fuzzy Inference System. Journal of Advanced Transportation. 2019. Vol. 2019, no. 2019, pp.1-13.
https://search.emarefa.net/detail/BIM-1169809
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1169809
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر