Adaptive fuzzy PID controller in Matlab / Simulink model - temperature control

I am writing to you with a freelance site. I'm sending you typical model for example air control in the room (such as a drying chamber). There is a disturbance in the form of a constant - outdoor ambient temperature (can change this value) and the setpoint does not exceed the temperature of 150 C. I took appropriate PID coefficients and began compiling the rule base itself fuzzy controller for an example of the adaptive fuzzy controller and fuzzy simple. The only problem is to configure the fuzzy controller, so that it gave a better result than the regulation of the transition process PID controller. I sent you a model of regulation of the room temperature, as a disturbance using ambient temperature, I can change as well as the setting value. I made 2 model fuzzy controller: adaptive PID controller and conventional fuzzy controller with 2 inputs and 1 output. I tried to adjust the rules correctly, but failed. Your help is to set up a fuzzy controller for this model.