Failure of CNC machine tools can lead to a series of problems such as decreased productivity,product quality problems and increased maintenance costs.The aim is to carry out the research of CNC machine tool failure prediction,through the problem analysis,algorithm optimisation,signal processing,feature extraction and data acquisition steps,in order to identify the possible failures of CNC machine tools in advance,so as to reduce the adverse effects of failures on production and quality.