Dry pump downtime early warning method and device, electronic equipment, storage medium and program

A dry pump downtime early warning method, device, electronic device, storage medium and program, belonging to the technical field of automatic control, the method comprising: acquiring historical operation data of a dry pump (101); constructing a Kalman filtering model by using the historical operation data (102); predicting predicted operation data of the dry pump through the Kalman filtering model (103); training a downtime prediction model by using the historical operation data and the predicted operation data (104); and inputting current operation data of the dry pump to the trained downtime prediction model, and obtaining downtime early warning information of the dry pump (105). 一种干泵宕机的预警方法、装置、电子设备、存储介质及程序，属于自动控制技术领域，所述方法包括：获取干泵的历史运行数据(101)；利用历史运行数据构建卡尔曼滤波模型(102)；通过卡尔曼滤波模型预测干泵的预测运行数据(103)；利用历史运行数据和预测运行数据对宕机预测模型进行训练(104)；将干泵的当前运行数据输入至训练后的宕机预测模型，获取干泵的宕机预警信息(105)。