The invention discloses an intelligent
grease injection quantity accurate control method based on equipment working conditions. The method comprises the steps that S1,
system initialization and parameter configuration are conducted; s2, collecting data of a multi-source sensor in real time; s3, after acquiring the acquired equipment operation state data, preprocessing the data, and extracting
feature data; carrying out
feature data fusion to generate a comprehensive
feature vector; s4, performing equipment working condition state evaluation based on the comprehensive
feature vector; s5, when the equipment working
condition evaluation result shows that
grease injection maintenance is needed,
intelligent decision making is conducted on the
grease injection requirement; s6, after the final grease injection strategy is determined, the grease injection process is precisely controlled; and S7, after grease injection is completed, the grease injection effect is evaluated, and feedback optimization is conducted.
Grease injection parameters can be dynamically adjusted according to the actual working condition of equipment, the optimal lubricating state of the equipment is guaranteed, waste of lubricating grease is avoided, the reliability of the equipment is remarkably improved, the service life of the equipment is remarkably prolonged, and meanwhile the maintenance cost is reduced.