The invention relates to a dynamic shared parking lot parking space resource prediction method, and the method is characterized in that the method comprises the following steps: S1, calculating the historical parking space occupancy rate of a parking lot according to the historical parking data of the parking lot; s2, constructing a parking space resource prediction model based on a gating circulation unit, and predicting the parking space occupancy rate of the parking lot at the next moment according to the parking space occupancy rate information of the parking lot at the current moment; and S3, constructing a dynamic shared parking strategy according to the establishment principle of the shared parking strategy and the related parameters in combination with the parking lot berth occupancy rate prediction result and the historical parking data of the parking lot, and outputting a shared time period. Compared with the prior art, the method has the advantages of high prediction accuracy and high universality.

    本发明涉及一种动态共享停车场泊位资源预测方法,其特征在于,该方法包括以下步骤:步骤S1、根据停车场历史停车数据,计算停车场历史泊位占用率;步骤S2、构建基于门控循环单元的泊位资源预测模型,根据当前时刻停车场泊位占用率信息预测下一时刻的停车场泊位占用率;步骤S3、根据共享停车策略的设立原则以及相关参数,结合停车场泊位占用率预测结果和停车场历史停车数据,构建动态共享停车策略,输出共享时段。与现有技术相比,本发明具有预测准确性高、普适性高的优点。


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    Title :

    Dynamic shared parking lot berth resource prediction method


    Additional title:

    一种动态共享停车场泊位资源预测方法


    Contributors:
    LEI CHAO (author) / ZHAO SHENG (author) / WAN XUEJIN (author) / PAN XU (author) / ZHOU SIYANG (author)

    Publication date :

    2023-10-27


    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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