The invention provides a self-adaptive intelligent parking system and method based on edge calculation. The method comprises the steps that historical vehicle containing data, charging data, daily garage entering and exiting data and cost data of a new energy vehicle in an intelligent parking garage are collected; an intelligent identification technology is adopted to realize informatization management of vehicle information, charging data and fee data; constructing a prediction model by adopting a graph convolutional neural network method, training the model according to historical vehicle capacity data and charging data of the new energy vehicle in the intelligent parking garage, and predicting a new energy parking demand quantity and a new energy charging demand quantity; based on the collected data, edge calculation is adopted to carry out new energy automobile parking and charging adaptation, and intelligent management of new energy automobile parking and charging is achieved. According to the invention, the problem that the new energy vehicle is difficult to park and charge is solved through edge calculation and big data technologies.

    本发明提供了一种基于边缘计算的自适应智能停车系统及方法,所述方法包括:采集智能停车库的新能源汽车的历史容车数据、充电数据、每天入库和出库的数据以及费用数据;采用智能识别技术,实现车辆信息、充电数据及费用数据的信息化管理;采用图卷积神经网络方法构建预测模型,根据智能停车库新能源汽车的历史容车数据、充电数据对模型进行训练,预测新能源停车需求量和充电需求量;基于采集的数据采用边缘计算进行新能源汽车停车和充电的适配,实现新能源汽车停车和充电的智能管理。本发明通过边缘计算及大数据技术解决了新能源汽车停车难、充电难的问题。


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    Title :

    Self-adaptive intelligent parking system and method based on edge calculation


    Additional title:

    一种基于边缘计算的自适应智能停车系统及方法


    Contributors:
    ZHU XIAODONG (author) / LIN JIEXIA (author) / LI LANG (author) / LYU KUNYANG (author) / LYU PAN (author)

    Publication date :

    2023-09-29


    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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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 / G07F Selbstkassierende und ähnliche Geräte , COIN-FREED OR LIKE APPARATUS / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr



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