Based on the pump run-time characteristics of vibration signals, in this paper it uses the short-time Fourier transform to extract characteristic information of the state .The On-line condition monitoring system for pump established by Continuous Gaussian mixture Hidden Markov Model(CGHMM ). The experiments on pump state recog...