Integrated MIMO identification and robust PID controller design through loop shaping

A framework for integrated identification and robust PID control for multivariable processes is presented. The method relies on robust loop shaping bounds computed directly from identification data using the concept of the structured singular value (/spl mu/). These performance bounds are then used to define the nominal loop shape required to tune PID controllers.