本申请公开了隧道运营异常的检测方法、装置、电子设备与存储介质,涉及隧道运维安全的技术领域。该方法包括:获取预先存储的监测数据,监测数据用以表征隧道内运营状态;在对监测数据进行预处理后,获取符合高斯分布的数据集;基于数据集中的数据,确定改进后的概率估计模型与最优的判定阈值;在向改进后的概率估计模型输入新的监测数据后,基于改进后的概率估计模型输出的预测结果数值与最优的判定阈值,判断隧道运营是否出现异常。故本申请具有快速、准确判断隧道运营是否发生异常并及时预警的优点、且可以有效节省人力物力。

    The invention discloses a tunnel operation abnormity detection method and device, electronic equipment and a storage medium, and relates to the technical field of tunnel operation and maintenance safety. The method comprises the following steps: acquiring pre-stored monitoring data, wherein the monitoring data is used for representing an operation state in a tunnel; the method comprises the following steps: after preprocessing monitoring data, acquiring a data set conforming to Gaussian distribution; based on the data in the data set, determining an improved probability estimation model and an optimal judgment threshold; and after new monitoring data is input into the improved probability estimation model, judging whether tunnel operation is abnormal or not based on a prediction result numerical value output by the improved probability estimation model and the optimal judgment threshold value. Therefore, the method has the advantages of quickly and accurately judging whether the tunnel operation is abnormal or not and timely warning, and manpower and material resources can be effectively saved.


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    Titel :

    隧道运营异常的检测方法、装置、电子设备与存储介质


    Erscheinungsdatum :

    2024-05-14


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS