The invention discloses a lubricating equipment component fault prediction test
system, which relates to the technical field of lubricating
equipment state monitoring and comprises a multi-source sensing module, a particle feature resolving module, an entropy analysis module, a collaborative diagnosis module and a decision execution module. According to the lubricating equipment part fault prediction test
system, by means of the particle feature resolving module, materials of
metal and non-
metal abrasion particles can be accurately recognized, the flow speed and the concentration of the particles can be calculated, a detailed material proportion, size distribution and a real-time concentration thermodynamic diagram can be generated, and the entropy value analysis module is used for analyzing the real-time
temperature and pressure data according to the real-time
temperature and pressure data. An infinitesimal body entropy change value is accurately calculated, the
phase change condition of a
lubricant is accurately judged in combination with a preset threshold value, a collaborative diagnosis module carries out deep fusion and analysis on multi-
source data, time asynchronism is eliminated through
dynamic time warping and other algorithms, an association rule base is established, confidence is calculated, and therefore the fault type of a lubricating equipment component is comprehensively predicted.