Author_Institution :
Intell. Syst. Res. Lab., Univ. of Saskatchewan, Saskatoon, SK, Canada
Abstract :
Design of an adaptive controller for complex dynamic systems is a big challenge faced by the researchers. In this paper, we introduce a novel concept of dynamic pole motion (DPM) for the design of an error-based adaptive controller (E-BAC). The purpose of this novel design approach is to make the system response reasonably fast with no overshoot, where the system may be timevarying and nonlinear with only partially known dynamics. The E-BAC is implanted in a system as a nonlinear controller with two dominant dynamic parameters, the dynamic position feedback and the dynamic velocity feedback. For illustrating the strength of this new approach, in this paper we give an example of a flexible robot with nonlinear dynamics. In the design of this feedback adaptive controller, parameters of the controller are designed as a function of the system error. The position feedback Kp(e, t) and the velocity feedback Kv(e, t) are continuously varying as a function of the system error e(t). In these feedback parameters, the position feedback Kp(e, t) controls the system bandwidth, thereby the rise time in step response, whereas the velocity feedback Kv(e, t) controls the damping ratio of the system thereby the overshoot in the step response. For large errors, Kp(e, t) is large which increases the bandwidth of the system thereby a smaller rise time. Whereas, for decreasing errors, Kp(e, t) is continuously decreased to a small value with decreasing bandwidth of the system. Similarly, but contrarily, Kv(e, t) is kept very small for large errors, and it is continuously increased to a large value for decreasing error. Hence, in the design of the proposed adaptive controller, the position feedback Kp(e, t) and the velocity feedback Kv(e, t) are formulated as functions of the system error, and this approach for formulating the adaptive controller yields a very fast response with no overshoot.
Keywords :
adaptive control; control system synthesis; feedback; nonlinear control systems; nonlinear dynamical systems; pole assignment; stability; time-varying systems; E-BAC; complex dynamic systems; controller design; dynamic pole motion; dynamic position feedback; dynamic velocity feedback; error-based adaptive controller; feedback adaptive controller; flexible robot; nonlinear controller; nonlinear systems; stability investigations; Conferences; Damping; Feedback control; Industrial electronics; Nonlinear systems; Service robots; Dynamic pole motion (DPM); Error-based adaptive controller (E-BAC); Nonlinear timevarying system;