The invention relates to the technical field of fault diagnosis, in particular to an automatic
anomaly detection method for a high-speed rotating transmission device, which comprises the following steps of: acquiring
angular acceleration, rotating
inertia and strain data of the high-speed rotating transmission device, calculating a transient
strain gradient and matching a rotating speed change rate, adjusting a strain deviation range according to the change of the rotating
inertia, and detecting the anomaly of the high-speed rotating transmission device. And screening strain abrupt
change points to obtain a rotation strain matching result. According to the method, the dynamic
strain response interval is set, the strain deviation range is adjusted, the strain abrupt
change points are screened, the
frequency response of the equipment is monitored in real time and compared with the normal frequency, so that
continuous monitoring of the
frequency deviation rate is more accurate, the
frequency deviation rate jointly acts on identification and clustering of abnormal characteristics, the accuracy and the real-time performance of fault diagnosis are improved, and the fault diagnosis efficiency is improved. By calculating the deviation degree of the abnormal characteristics and the normal track, the abnormal
detection threshold can be adjusted, potential faults can be identified and processed more effectively, the maintenance cost of the high-speed rotating transmission device is reduced, and the operation efficiency is improved.