The invention relates to the field of artificial intelligence parking, and discloses a parking lot unoccupied parking space prediction method, which comprises the steps of performing feature processing on first information, second information and weather information of a target parking lot, and generating time sequence features; training the initial parking space prediction model according to the time sequence features of the initial parking space prediction model, obtaining real unoccupied parking spaces in a second time period, optimizing the initial parking space prediction model, and generating a target parking space prediction model; and obtaining a third time period in which the target parking lot is expected to arrive in the prediction request, determining an unoccupied parking space corresponding to the third time period according to the target parking space prediction model, and feeding back the unoccupied parking space to a terminal corresponding to the prediction request. The method is applied to application scenes of financial institutions, bank institutions, security institutions and the like, helps users to arrive at parking lots of the financial institutions, the bank institutions and the security institutions to better plan parking, and saves time and resources.

    本发明涉及人工智能停车领域,揭露一种停车场空余停车位预测方法,包括:对目标停车场的第一信息、第二信息和天气信息进行特征处理,生成时间序列特征;根据初始停车位预测模型时间序列特征训练初始停车位预测模型,获取第二时间段的真实空余停车位对初始停车位预测模型进行优化,生成目标停车位预测模型;获取预测请求中期望到达目标停车场的第三时间段,根据目标停车位预测模型,确定第三时间段对应的空余停车位,将空余停车位反馈至预测请求对应的终端。本发明应用于金融机构、银行机构、证券机构等应用场景,帮助用户到达金融机构、银行机构、证券机构的停车场更好地规划停车,节省时间和资源。


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    Titel :

    Parking lot unoccupied parking space prediction method and device, electronic equipment and storage medium


    Weitere Titelangaben:

    停车场空余停车位预测方法、装置、电子设备及存储介质


    Beteiligte:
    WANG XIONGWEI (Autor:in)

    Erscheinungsdatum :

    2023-12-12


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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