The invention provides a
health evaluation method and
system for key components and a complete
machine of a
numerical control machine tool and an evaluation terminal. The
system comprises a
data acquisition and preprocessing module, a sample working condition identification module, a
health index fusion module, an evaluation
index mapping module, a baseline value construction and key component relative evaluation module and a complete
machine health evaluation module. Based on cooperation of the above modules, through analysis of redundancy, relevance, sensitivity and stability of measuring point information,
sensor selection and
layout optimization are achieved,
numerical control machine tool sensing information is obtained, and evaluation is conducted. The trend characteristics of the
numerical control machine tool can be fused, evaluation indexes of the degradation state of the whole life cycle of the numerical control
machine tool are reflected, the problem that the weights of front and back
time sequence information are unbalanced due to the fact that the input information cycle is too long is effectively solved, and the
health evaluation accuracy is improved.
Health evaluation is carried out by establishing the baseline value, and the health evaluation precision of the key components and the complete machine of the numerical control machine tool is improved.