For control problem of the controlled plant which generally exists big inertia, pure time-delay, nonlinear, and time-varying characteristic in industrial control process, in order to achieve good control effect when parameter of the controlled plant changes, the control strategy which is constituted by adaptive Fuzzy-Dahlin is proposed. The simulation results show that the proposed algorithm has very small overshoot (even no overshoot), more short the tuning time, better robustness, and also can fairly solve the control problem of system with pure hysteresis.