本发明公开了路堑施工监控系统,包括:现场终端,其用于采集路堑施工现场的太阳高度角信息和光强信息;多个第一无人机,用于采集第一图像;多个第二无人机,用于采集第二图像;服务器,服务器从第一图像中识别出初始岩土颜色信息,并从第二图像中识别出岩土纹理信息,服务器将岩土颜色信息和岩土纹理信息输入第一神经网络预测模型,分别输出路堑施工现场的多个预定监测点的实际岩土类型信息,并与多个预定监测点的预测岩土类型信息比对,获得比对差异值,若比对差异值大于预定阈值,则发出警告信号。本发明根据获取的岩土颜色信息和岩土纹理信息,判断岩土类型,为设计人员修改施工方案提供依据,提高效率,降低人力成本。

    The invention discloses a cutting construction monitoring system. The cutting construction monitoring system comprises a field terminal, a plurality of first unmanned aerial vehicles, a plurality of second unmanned aerial vehicles and a server, wherein the field terminal is used for collecting solar altitude angle information and light intensity information of a cutting construction site; the multiple first unmanned aerial vehicles are configured to acquire a first image; the multiple second unmanned aerial vehicles are configured to acquire a second image; and the server identifies initial rock-soil color information from the first image and identifies rock-soil texture information from the second image, the server inputs the rock-soil color information and the rock-soil texture information into a first neural network prediction model, outputs the actual rock-soil type information of a plurality of predetermined monitoring points on the cutting construction site, and compares the actual rock-soil type information with the predicted rock-soil type information of the multiple predetermined monitoring points to obtain a comparison difference value, and sends a warning signal if the comparison difference value is greater than a predetermined threshold. According to the cutting construction monitoring system, according to the obtained acquired rock-soil color information and the rock-soil texture information, the rock-soil type is judged, a basis is provided for a designer to modify a construction scheme, the efficiency is improved, and the labor cost is reduced.


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    Titel :

    路堑施工监控系统


    Erscheinungsdatum :

    2021-09-28


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G01D MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE , Anzeigen oder Aufzeichnen in Verbindung mit Messen allgemein / B64C AEROPLANES , Flugzeuge / E02D FOUNDATIONS , Gründungen / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen