Backstepping-based adaptive PID control
暂无分享,去创建一个
This paper addresses analysis and design issues in adaptive PID control for linear second-order minimal phase processes using the backstepping algorithm. The first step consists in adding an integral action to the basic backstepping algorithm to obtain a zero static error.. An integrator is therefore added to the plant model and is then slid back to the controller equation at the end of the design. The control law is made adaptive without using a certainty-equivalence design and is robustified even more with nonlinear damping. The resulting adaptive PID control is u/sub ce/+u/sub dyn/+u/sub nld/, where u/sub ce/ is what would be the output of the adaptive PID if a certainty-equivalence-based design were used, u/sub dyn/ compensates for the adaptation dynamics and u/sub nld/ is a nonlinear damping term added to increase the robustness by bounding the errors, even when the adaptation is off. The resulting PID controller is hence more robust and presents better transients than the basic certainty-equivalence PID version. An example compares the proposed PID to a certainty-equivalence PID.
[1] I. Kanellakopoulos,et al. Nonlinear design of adaptive controllers for linear systems , 1994, IEEE Trans. Autom. Control..
[2] M. Krstić,et al. Robustness of the tuning functions adaptive backstepping design for linear systems , 1998, IEEE Trans. Autom. Control..
[3] Miroslav Krstic,et al. Adaptive Backstepping with Parameter Projection: Robustness and Asymptotic Performance , 1998, Autom..
[4] Fayçal Ikhouane,et al. Backstepping Adaptive Control of Time-Varying Plants , 1998 .