Analysis of Factors Affecting Freight Demand Based on Input-Output Model

被引:10
作者
Lu, Changxiang [1 ]
Fu, Shaochuan [1 ]
Fang, Jiaqi [1 ]
Huang, Jikai [1 ]
Ye, Yong [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100000, Peoples R China
关键词
SHIPMENT SIZE; PREFERENCE ANALYSIS; JOINT MODEL; CHOICE; TRANSPORTATION; ECONOMY; CHAIN;
D O I
10.1155/2021/5581742
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Freight demand is a highly variable process over economic and industrial structure, and accurate freight demand forecasting is the basis of transportation planning. In order to clarify the influencing factors of freight volume so as to analyze and predict the change trend of freight volume accurately, this paper analyzes the impact of changes in economic, industrial structure, and complete consumption coefficients on freight demand, through constructing an input-output model for transportation value analysis and forecasting freight volume by fitting data of transportation value and freight traffic. Studies have shown that the growth in economic aggregate is the main reason for the increase in the value of transportation, and the change in the complete consumption coefficient is the main reason for the increase in freight traffic.
引用
收藏
页数:19
相关论文
共 85 条
[11]  
Banister D., 2002, European Journal of Transport Infrastructure Research, V2, P161, DOI DOI 10.18757/EJTIR.2002.2.4.3721
[12]  
Beaumont P., 1989, ECESIS INTERREGIONAL
[13]  
Bennathan E., 1992, Policy Research Working Paper Series, VVolume 998
[14]   An application of genetic algorithm and PSO in a n inventory model for a single deteriorating item with variable demand dependent on marketing strategy and displayed stock level [J].
Bhunia, A. K. ;
Shaikh, A. A. ;
Dhaka, V ;
Pareek, S. ;
Cardenas-Barron, L. E. .
SCIENTIA IRANICA, 2018, 25 (03) :1641-1655
[15]  
Bidgoli H., 2010, HDB TECHNOLOGY MANAG, P146
[16]  
Carlos V.J., 2012, IDENTIFICATION EVALU
[17]   Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions [J].
Castro-Neto, Manoel ;
Jeong, Young-Seon ;
Jeong, Myong-Kee ;
Han, Lee D. .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) :6164-6173
[18]  
Chen H.K., 2011, OPEN TRANSP J, V5, P92, DOI [10.2174/1874447801105010092, DOI 10.2174/1874447801105010092]
[19]   Assessing the Potential of Short Sea Shipping and the Benefits in Terms of External Costs: Application to the Mediterranean Basin [J].
Comi, Antonio ;
Polimeni, Antonio .
SUSTAINABILITY, 2020, 12 (13)
[20]   FREIGHT TRANSPORT DEMAND REVISITED - MICROECONOMIC VIEW OF MULTIMODAL, MULTI-CHARACTERISTIC SERVICE UNCERTAINTY AND THE DEMAND FOR FREIGHT TRANSPORT [J].
DAUGHETY, AF .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 1979, 13 (04) :281-288