Non-linear PID predictive controller
journal contributionposted on 03.11.2008 by Wen-Hua Chen, Donald J. Ballance, Peter J. Gawthrop, Jenny J. Gribble, John O'Reilly
Any type of content formally published in an academic journal, usually following a peer-review process.
A new class of nonlinear PID controllers are derived for nonlinear systems using a Nonlinear Generalised Predictive Control (NGPC) approach. First the disturbance decoupling ability of the nonlinear generalised predictive controller is discussed. For a nonlinear system where the disturbance cannot be decoupled, a nonlinear observer is designed to estimate the offset. By selecting the nonlinear gain function in the observer, it is shown that the closed-loop system under optimal generalised predictive control with the nonlinear observer is asymptotically stable. It is pointed out that this composite controller is equivalent to a nonlinear controller with integral action. As a special case, for a nonlinear system with a low relative degree, the proposed nonlinear controller reduces to a nonlinear PI or PID predictive controller, which consists of a nonlinear PI or PID controller and a prediction controller. The design method is illustrated by an example nonlinear mechanical system.
- Aeronautical, Automotive, Chemical and Materials Engineering
- Aeronautical and Automotive Engineering