The relation between Markov chain model and difference equation for a single input single output(SISO) system was derived and an estimating approach for state transition probability matrix was provided.The simulation result showed that controlled Markovchain(CMC) can be used to identify the temperature drift model of FOG,and the approach has better predictive effects than the other method.