Mine safety early warning method and system, electronic equipment and medium

The invention discloses a mine safety early warning method and system, electronic equipment and a medium, and relates to the field of abnormal early warning, and the method comprises the steps: obtaining the dynamic information of a working surface collected by a sensor; the working face dynamic information comprises underground equipment dynamic information and underground environment dynamic information; extracting fault feature data of the dynamic information of the working face; preprocessing the fault feature data to obtain normalized fault feature data; constructing a fault prediction model based on a deep convolutional neural network; inputting the normalized fault feature data into the trained fault prediction model to obtain an abnormal value in the dynamic information of the working face; and generating an alarm signal according to the abnormal value. According to the invention, the states of the equipment and the environment are monitored by using the sensor technology and the Internet of Things te