ARTÍCULO
TITULO

On passenger flow data models for urban railways

Dmitry Namiot    
Oleg Pokusaev    
Varvara Lazutkina    

Resumen

The article deals with issues related to the calculation (forecasting) of passenger traffic for urban railways. The article is a survey of research related to forecasting the number of passengers for new lines of urban railways. We consider the data sources for building the forecast, as well as models that can be used to obtain digital estimates. The sources of data discussed in this paper include migration data that can be collected using telecommunications operators, as well as information on the use of public transport, obtained from the validation of transport cards. Also, the paper considers the methods of forecasting passenger traffic, based on the analysis of network topology. The last section is devoted to the visualization of transport data.

 Artículos similares

       
 
Jure Sr?e, Marko Perkovic and Aleksander Grm    
The environmental effects of ship propellers were not even close to fully examined before the current massive ships were introduced to sea trade. Larger ships, result in greater length, beam, draft and propulsion power. Of concern here is the under-keel ... ver más

 
Ching-Hsue Cheng, Ming-Chi Tsai and Yi-Chen Cheng    
Public transportation systems are an effective way to reduce traffic congestion, air pollution, and energy consumption. Today, smartcard technology is used to shorten the time spent boarding/exiting buses and other types of public transportation; however... ver más
Revista: Applied Sciences

 
Jingye Ma, Xin Zeng, Xiaoping Xue and Ranran Deng    
The metro transportation system will have emergency passenger flow for various reasons, resulting in passenger flow congestion, affecting efficiency and risks. In this paper, the LSTM network is applied to predict the normal passenger flow and emergency ... ver más
Revista: Applied Sciences

 
Xiaoyu Huang, Qinghuai Liang, Songsong Li, Kuo Han and Xiangting Wei    
The passenger flow assignment in the rail transit network is the basis for determining the passenger spatiotemporal distribution and train operation organization plan. In previous studies, the passenger flow assignment problem mainly focused on lines wit... ver más
Revista: Applied Sciences

 
Ciro Caliendo, Isidoro Russo and Gianluca Genovese    
We have developed a traffic simulation model to quantitatively assess the resilience of a twin-tube motorway tunnel in the event of traffic accident or fire occurring within a tube. The motorway section containing the tunnel was investigated for differen... ver más
Revista: Applied Sciences