Traffic Incident Clearance Time and Arrival Time Prediction Based on Hazard Models
Joint Authors
Chung, Edward
Jiang, Rui
Qu, Ming
Ji, Yang beibei
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-17
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Accurate prediction of incident duration is not only important information of Traffic Incident Management System, but also an effective input for travel time prediction.
In this paper, the hazard based prediction models are developed for both incident clearance time and arrival time.
The data are obtained from the Queensland Department of Transport and Main Roads’ STREAMS Incident Management System (SIMS) for one year ending in November 2010.
The best fitting distributions are drawn for both clearance and arrival time for 3 types of incident: crash, stationary vehicle, and hazard.
The results show that Gamma, Log-logistic, and Weibull are the best fit for crash, stationary vehicle, and hazard incident, respectively.
The obvious impact factors are given for crash clearance time and arrival time.
The quantitative influences for crash and hazard incident are presented for both clearance and arrival.
The model accuracy is analyzed at the end.
American Psychological Association (APA)
Ji, Yang beibei& Jiang, Rui& Qu, Ming& Chung, Edward. 2014. Traffic Incident Clearance Time and Arrival Time Prediction Based on Hazard Models. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-477195
Modern Language Association (MLA)
Ji, Yang beibei…[et al.]. Traffic Incident Clearance Time and Arrival Time Prediction Based on Hazard Models. Mathematical Problems in Engineering No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-477195
American Medical Association (AMA)
Ji, Yang beibei& Jiang, Rui& Qu, Ming& Chung, Edward. Traffic Incident Clearance Time and Arrival Time Prediction Based on Hazard Models. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-477195
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-477195