An Ineffective Transport-Focused, Causality-Based Approach to Station-to-Station Railway Freight Network Design

被引:1
作者
Yuan, Yujie [1 ]
Jiang, Xiushan [1 ]
Yuanxun Li [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing 100044, Peoples R China
关键词
Rails; Rail transportation; Optimization; Rats; Containers; Time series analysis; Rail freight network design; ineffective transport; ineffective propagation; ineffective transport network;
D O I
10.1109/ACCESS.2020.3009627
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Rail ineffective transport refers to meaningless and unvalued transportation in the rail freight system, which including convective transportation, roundabout transportation, and unprocessed transportation. Ineffective transport does not only result in a strain on transportation capacity and increase costs but also imposes significant external pollution on low-carbon development. This paper attempts to study ineffective transport among rail stations. Base on defining the concept of ineffective transportation, it analyzes the ineffective transport volume and ineffective transport propagation on each station, which helps to seek more efficiently the core ineffective transport stations in the rail freight network. To better understand the mechanism of ineffective transport propagation effect at the rail freight transport system-level, an ineffective transport causality network (ITCN) was built based on the Granger causality test. Through the topology model of ineffective transport at 50 stations in China from 2013 to 2016, the results show that the ineffective transport of each station affects approximately 12 stations and also affected by 12 stations on average. Large-sized stations are affected by more stations than downstream. Small-sized and medium-sized stations are opposed. There are four core stations in this ITCN, and optimization of the ineffective transport at these four stations will save nearly fifty million kilogram of transport volume per year.
引用
收藏
页码:143891 / 143901
页数:11
相关论文
共 22 条
[1]   Delay causality network in air transport systems [J].
Du, Wen-Bo ;
Zhang, Ming-Yuan ;
Zhang, Yu ;
Cao, Xian-Bin ;
Zhang, Jun .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2018, 118 :466-476
[2]  
Feng G., 2016, TECH REP
[3]  
Grandjean M., 2016, TECH REP
[4]   INVESTIGATING CAUSAL RELATIONS BY ECONOMETRIC MODELS AND CROSS-SPECTRAL METHODS [J].
GRANGER, CWJ .
ECONOMETRICA, 1969, 37 (03) :424-438
[5]  
Hao Y., 1994, J RAIL, P50
[6]  
Huang H., 2011, COMMERCIAL EC, P32
[7]  
Lei W., 2018, RAIL COMPUT APPL, V27, P70
[8]   Allocation of empty containers between multi-ports [J].
Li, Jing-An ;
Leung, Stephen C. H. ;
Wu, Yue ;
Liu, Ke .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (01) :400-412
[9]  
Ruihua X., 1996, J SHANGHAI RAIL U, P69
[10]  
Suzhen W., 1981, RAIL TRANSP EC, P38