The invention relates to the technical field of freight traffic demand prediction, and discloses a traffic demand prediction traffic model based on macroscopic data and individual activity simulation, which comprises a macroscopic data analysis module, an individual activity simulation module, a mixed traffic model construction module and a dynamic demand simulation module. When the traffic demand prediction traffic model based on macroscopic data and individual activity simulation is used, through application of the macroscopic data analysis module, information sources such as urban traffic big data can be fully utilized, the accuracy and reliability of freight traffic demand prediction are improved, and through introduction of the individual activity simulation module, the traffic demand prediction accuracy and reliability are improved. The method can better capture the influence of the individual activity behaviors on the freight traffic demand, improves the accuracy of the prediction result, can capture the dynamic characteristics of the freight traffic demand along with time and space changes through the application of the dynamic demand simulation module, provides a real-time prediction result, and improves the timeliness and accuracy of prediction.
本发明涉及货运交通需求预测技术领域,并公开了基于宏观数据与个体活动模拟的交通需求预测交通模型,包括宏观数据分析模块、个体活动模拟模块、混合交通模型构建模块与动态需求模拟模块。本发明所提出的基于宏观数据与个体活动模拟的交通需求预测交通模型在使用时,通过宏观数据分析模块的应用,能够充分利用城市交通大数据等信息源,提高货运交通需求预测的准确性和可靠性,个体活动模拟模块的引入,能够更好地捕捉个体活动行为对货运交通需求的影响,提高预测结果的准确性,动态需求模拟模块的应用可以捕捉货运交通需求随时间和空间变化的动态特性,提供实时的预测结果,提高预测的时效性和精准性。
Traffic demand prediction traffic model based on macroscopic data and individual activity simulation
基于宏观数据与个体活动模拟的交通需求预测交通模型
2023-12-08
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES |
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