In order to solve the problem of mechanical fault diagnosis in complex environment,a fault diagnosis model based on multiple sensor signal analysis is established based on vibration signal and the signal of temperature and pressure. For the vibration signal,wavelet package decomposition is applied to the original vibration signal,to extract the feature values which are form the original feature vector,and then uses rough set method for feature reduction of the original feature vector,the classification rule...