In this work an innovative real-time microwave control approach is proposed to improve the
temperature homogeneity under microwave heating. Multiple adaptive or intelligent control
structures have been developed including the model predictive control neural network control
and reinforcement learning control methods. Experimental results prove that these advanced
control methods can effectively reduce the final temperature derivations and improve the
temperature homogeneity.