The invention provides a parking lot remaining space prediction method and device and a parking lot management system. In one embodiment of the invention, the method comprises the steps: carrying out the clustering of to-be-predicted parking lots according to the clustering reference attributes of the parking lots, and obtaining k types of to-be-predicted parking lots; wherein k is greater than or equal to 2; performing time period division on each type of to-be-predicted parking lots to obtain an optimal time period division mode of each type of to-be-predicted parking lots; and according to the historical remaining space data of the to-be-predicted parking lot, performing remaining space prediction model training on each target time period of each type of to-be-predicted parking lot, and obtaining a remaining space prediction model corresponding to each target time period of each type of to-be-predicted parking lot. The method can improve the accuracy of parking lot remaining space prediction.
本申请提供一种停车场余位预测方法、设备及停车场管理系统。在本申请一个示例中,该停车场余位预测方法包括:依据停车场的聚类参考属性,对待预测停车场进行聚类,得到k类待预测停车场;其中,k≥2;分别对各类待预测停车场进行时间段划分,得到各类待预测停车场的最优时间段划分方式;依据所述待预测停车场的历史余位数据,对各类待预测停车场各目标时间段进行余位预测模型训练,分别得到各类待预测停车场各目标时间段对应的余位预测模型。该方法可以提高停车场余位预测的准确性。
Parking lot remaining space prediction method and device and parking lot management system
停车场余位预测方法、设备及停车场管理系统
2025-02-11
Patent
Electronic Resource
Chinese
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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