The invention relates to the technical field of high-
voltage electric power, and particularly discloses a high-
voltage electric mechanical part wear state evaluation method and
system.The method comprises the steps that multi-sensor
time sequence signals, operation overshoot mechanical
kinetic energy and contact surface temperature are collected, a normalized wear
signal sequence is obtained through
kinetic energy compensation, and multi-dimensional features are extracted; a comprehensive
feature vector is generated through lightweight attention mechanism fusion, a
thermal coupling factor correction wear mode is calculated based on temperature, a real-time state and
lubrication dielectric characteristics are fused to obtain an evaluation aggressive coefficient, levels are mapped, and the
arc erosion cumulant after environment correction is combined to obtain a high-precision
arc erosion model. And generating an evaluation report of the content index, the composite fault and the residual life. According to the method, accurate decoupling of a concurrent wear mode and self-adaption of an
evaluation strategy working condition can be realized, evaluation precision and embedded deployment requirements are considered, the problems of rough evaluation,
neglect of multi-factor
coupling and poor adaptability in the prior art are effectively solved, and reliable support is provided for
predictive maintenance of high-
voltage electric mechanical parts.