This kind of temperature environment laboratory has large space volume. The controlled object has the characteristics of large time-delay, nonlinearity and large control range. The conventional PID control method uses a single PID parameter in the control process, and it is difficult to have satisfied dynamic process and steady state performance of all the temperature working points.