The Resistance-Heated Furnace Temperature Control Based on CMAC-Fuzzy Immune PID Control
The control demand can not be satified by general PID algorithm because of time-change, nonlinear, uncertainty of controlled parameters in control process of the resistance-heated furnace. Based on regulative fuction of bilogic immune feedback response and characteristic of overhang nonlinear fuction with fuzzy discursion, and combining the advantages of CMAC(Cerebellar Model Articulation Controller), the CMAC-Fuzzy Immune-PID control strategy is applied to temperature control system of the resistance-heated furnace. Simulation study results show that control systems based on this method can attain high quality, is capable of adapting itself to variations of the control object’s parameters, and is featured by strong robustness and self-adaptability.
D. D. Wen "The Resistance-Heated Furnace Temperature Control Based on CMAC-Fuzzy Immune PID Control", Applied Mechanics and Materials, Vols. 29-32, pp. 407-413, 2010