Development of Fuzzy Level of Service Criteria for Bus Rapid Transit considering User Heterogeneities in China
المؤلفون المشاركون
Liu, Jianrong
Li, Xiaojuan
Huo, Yueying
Zhang, Jian
المصدر
Journal of Advanced Transportation
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-07-14
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
Level of service (LOS) analysis based on LOS criteria is essential for the planning, design, and operational evaluation of public transit.
However, there are no systematic transit LOS criteria at present in China.
Bus rapid transit (BRT) is receiving increasing attention worldwide.
Therefore, this study addresses LOS criteria for BRT in China.
Transit passengers are heterogeneous in their perceptions, needs, and behavior.
The traditional hard LOS criteria have an inherent weakness, because of which the accuracy of an LOS analysis is limited.
Thus, in this study, we initially conducted transit market segmentation to reduce heterogeneity and subsequently developed BRT fuzzy LOS criteria for different passenger groups.
Using a smartphone-based transit travel survey system, we organized BRT passenger travel surveys on three BRT systems in China to collect data.
Transit market segmentation was performed based on user perceptions; passengers were segmented into a calm passenger group and an anxious passenger group using the latent class model.
Passenger arrival time, passenger wait time, and running speed of the bus were selected as service metrics to reflect the BRT’s LOS.
BRT fuzzy LOS criteria for the three service metrics in the case of both the calm and anxious passenger groups were developed using fuzzy C-means clustering.
The LOS criteria for the two groups of passengers fit their psychological characteristics and reflected their personalized travel needs.
Fuzzy LOS criteria can describe to what extent service metric values belong to the adjacent LOS categories via the use of membership.
Thus, fuzzy LOS criteria can overcome the weakness of hard LOS criteria.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Huo, Yueying& Liu, Jianrong& Zhang, Jian& Li, Xiaojuan. 2020. Development of Fuzzy Level of Service Criteria for Bus Rapid Transit considering User Heterogeneities in China. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1176491
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Huo, Yueying…[et al.]. Development of Fuzzy Level of Service Criteria for Bus Rapid Transit considering User Heterogeneities in China. Journal of Advanced Transportation No. 2020 (2020), pp.1-13.
https://search.emarefa.net/detail/BIM-1176491
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Huo, Yueying& Liu, Jianrong& Zhang, Jian& Li, Xiaojuan. Development of Fuzzy Level of Service Criteria for Bus Rapid Transit considering User Heterogeneities in China. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-13.
https://search.emarefa.net/detail/BIM-1176491
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1176491
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