A Hybrid Temporal-Spatio Forecasting Approach for Passenger Flow Status in Chinese High-Speed Railway Transport Hub
Joint Authors
Jia, Li-min
Qin, Yong
Xie, Zhengyu
Wang, Li
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-24
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
With the rapid development of high-speed railway in China, high-speed railway transport hub (HRTH) has become the high-density distribution center of passenger flow.
In order to accurately detect potential safety hazard hidden in passenger flow, it is necessary to forecast the status of passenger flow.
In this paper, we proposed a hybrid temporal-spatio forecasting approach to obtain the passenger flow status in HRTH.
The approach combined temporal forecasting based on radial basis function neural network (RBF NN) and spatio forecasting based on spatial correlation degree.
Computational experiments on actual passenger flow status from a specific bottleneck position and its correlation points in HRTH showed that the proposed approach is effective to forecast the passenger flow status with high precision.
American Psychological Association (APA)
Xie, Zhengyu& Jia, Li-min& Qin, Yong& Wang, Li. 2013. A Hybrid Temporal-Spatio Forecasting Approach for Passenger Flow Status in Chinese High-Speed Railway Transport Hub. Discrete Dynamics in Nature and Society،Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-456410
Modern Language Association (MLA)
Xie, Zhengyu…[et al.]. A Hybrid Temporal-Spatio Forecasting Approach for Passenger Flow Status in Chinese High-Speed Railway Transport Hub. Discrete Dynamics in Nature and Society No. 2013 (2013), pp.1-7.
https://search.emarefa.net/detail/BIM-456410
American Medical Association (AMA)
Xie, Zhengyu& Jia, Li-min& Qin, Yong& Wang, Li. A Hybrid Temporal-Spatio Forecasting Approach for Passenger Flow Status in Chinese High-Speed Railway Transport Hub. Discrete Dynamics in Nature and Society. 2013. Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-456410
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-456410