Comparative Analysis of Transport Demand and Offer in Models of Transport Systems of Urban Agglomerations

L. Losin, N. Bulycheva
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Abstract

Purpose: To analyze the methods of mathematical modeling used to determine the demand for urban transportation and predict the intensity of flow distribution in the public transport network. To determine the zones of effective use of network and pre-network methods for the formation of transport models of urban agglomerations. To conduct a comparative analysis of the parameters of transport demand and offer in the network and pre-network variants of urban transport systems modeling. Methods: Mathematical modeling, processing large amounts of data, geoinformation analysis. Results: The methods of determining transport demand and offer used in modern transport models are analyzed. A comparative analysis of pre-network and network methods in transport modeling is carried out, the zone of their effective use is defined. The approbation of the problem solution of determining the transport demand and offer is carried out on the example of the urban transport system model of the St.Petersburg agglomeration. Based on the modeling results, the dependencies of transport demand and offer on the input data and model limitations are analyzed. It is concluded that it is necessary to calibrate the value of each parameter when using transport modeling. Practical significance: The results obtained can be the basis for improving mathematical modeling methods used in urban transport planning. The proposed approaches to modeling transport demand and offer can be used in the creation of forecast models used to justify project decisions in the documentation of territorial and transport planning.
城市群交通系统模型中的交通需求和提供的比较分析
目的:分析用于确定城市交通需求和预测公共交通网络流量分布强度的数学建模方法。确定在建立城市群交通模型时有效使用网络和预网络方法的区域。对城市交通系统建模的网络和预网络变量中的交通需求和供应参数进行比较分析。方法:数学建模、处理大量数据、地理信息分析。结果:分析了现代交通模型中使用的交通需求和报价确定方法。对交通模型中的前网络和网络方法进行了比较分析,并确定了有效使用这些方法的区域。以圣彼得堡城市交通系统模型为例,对确定交通需求和供应的问题解决方案进行了验证。根据建模结果,分析了交通需求和供应对输入数据的依赖性以及模型的局限性。结论是,在使用交通模型时,有必要校准每个参数的值。实际意义:所获得的结果可作为改进城市交通规划中使用的数学建模方法的基础。所提出的交通需求建模和报价方法可用于创建预测模型,以便在国土和交通规划文件中证明项目决策的合理性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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