Rolling bearing fault monitoring method, device and equipment and storage medium

The invention discloses a rolling bearing fault monitoring method, apparatus and device, and a storage medium. The method comprises the steps of obtaining historical vibration data of a rolling bearing; calculating the historical vibration data according to a pre-established peak value factor ratio formula to obtain historical peak value factor ratio data; determining a fault early warning value according to the historical peak value factor ratio data; processing the real-time vibration data of the rolling bearing through a peak value factor ratio formula to obtain real-time peak value factor ratio data; and when monitoring that the real-time peak factor ratio data is greater than a fault early warning value, executing fault early warning of the rolling bearing. By adopting the embodiment of the invention, artificial or accidental impact can be reduced, the situation of false early warning of the rolling bearing fault is reduced, and the accuracy of rolling bearing fault monitoring is improved. 本发明公开了一种滚动轴承故障