Firstly,chi-square state residuals statistical hypothesis test and predicted residuals statistical hypothesis test are introduced.Then the expressions of the influence of model errors on two fault detection algorithms are given,and the existent problems in using chi-square statistical hypothesis test are emphasized.Finally,a simulated example is given to compare and analyze the influences of model errors on chi-square statistical hypothesis test.