This paper presents a new self-tuning controller for pure time-lag controlled processes. The experimental results of digital simulation and real-time control on the high temperature diffuse furnaces prove that the algorithm suits the mimimum or non - minimum systems which have large time-lag, and it has distinguished characteristics in real-time and control precision.