The invention relates to the technical field of mining equipment maintenance, in particular to an intelligent
lubrication system based on a mine red, and the
system comprises a
data acquisition unit which is used for acquiring real-
time data of an oil product and an operation condition of mining equipment; the prediction unit is used for calculating an
oil film safety margin coefficient according to the real-
time data, and predicting a minimum prediction value of the
oil film safety margin coefficient in a prediction window based on a short-time prediction model; and the
lubrication unit is used for generating an advanced
lubrication instruction when the minimum prediction value is smaller than or equal to a preset safety
lower limit in the prediction window. When the prediction result shows that the
oil film safety margin coefficient is about to be lower than the preset safety
lower limit, the
system can generate and issue a lubrication instruction in advance, so that the lubrication operation is timely intervened before the oil film fails, and the phenomenon of friction pair
boundary lubrication or
dry friction caused by lubrication opportunity
lag in a traditional fixed period lubrication mode is avoided; therefore, the wear rate is reduced, the service life of equipment is prolonged, and non-planned shutdown is reduced.