The invention provides a vehicle arrival time compensation prediction method and system based on an ETA model, and relates to the technical field of time compensation prediction, and the vehicle arrival time compensation prediction method based on the ETA model comprises the steps: collecting the time data information of vehicle arrival as the training data of the ETA model; using the training data to train the ETA model; driving time data information of the vehicle is collected in real time, the driving time data information is sent to the ETA model which completes training, the arrival time of the vehicle is predicted through the ETA model, and a prediction result is obtained. The system comprises modules corresponding to the steps of the method, the accuracy of prediction can be improved, the driving time data can be processed and analyzed in real time, and the dynamic prediction of the arrival time of the vehicle is realized.

    本发明提出了一种基于ETA模型的车辆到站时间补偿预测方法和系统,本发明涉及时间补偿预测技术领域,所述基于ETA模型的车辆到站时间补偿预测方法包括:收集车辆到站的时间数据信息作为ETA模型的训练数据;利用所述训练数据对所述ETA模型进行训练;实时采集车辆的行驶时间数据信息,并将所述行驶时间数据信息发送至完成训练的ETA模型中,通过所述ETA模型对车辆的到站时间进行预测,获得预测结果。所述系统包括与所述方法步骤对应的模块,本发明能够提高预测的准确性,能够实时处理和分析行驶时间数据,实现对车辆到站时间的动态预测。


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    Title :

    Vehicle arrival time compensation prediction method and system based on ETA model


    Additional title:

    一种基于ETA模型的车辆到站时间补偿预测方法和系统


    Contributors:
    XIAO MING (author) / HE HAIZHOU (author) / WANG HU (author) / HAN JING (author) / TU LIEBIAO (author)

    Publication date :

    2024-06-21


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / 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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