“…In [12-13, 15, 25], design methods of robust optimal PI/PID controller is proposed by solving linear or nonlinear optimization problems. In [14][15][16][17][18][19][20][21], nonlinear optimization methods are used to design optimal single-input and single-output (SISO) and multipleinput and multiple-output (MIMO) PI/PID controller, and robust optimal PI/PID controller as well. Most of the PI/PID controller and optimal design methods in do not consider the actual controller saturation characteristic, thus the feedback control system is the purely linear system.…”