Appropriate tuning and robust design of a generalized predictive speed controller for drive systems with resonant loads

Abstract

This paper presents an analysis of the appropriate tuning and robust control design for a model based predictive speed controller -the Generalized Predictive Controller (GPC) -used in a drive system with a resonant load. The resonance results from a finite stiffness of a long drive shaft. The achievable control quality of a model based predictive controller dependents on the appropriate choice of the control design parameters and the accuracy of the applied system model. If the predictive controller is not tuned adequately or unmodeled dynamics occur in the control system, the speed control performance must be reduced dramatically to avoid instability. To analyze these issues an overview about the influence of the GPC design parameters to the control performance is carried out. Moreover a possibility to tune the predictive control to be robust against model mismatches and control plant parameter uncertainties is presented in this paper. The theoretical approaches are verified in experiments with a 5.5 kW drive system. Finally, a study of the impact of backlash to the proposed speed control is presented.

PI Control, PI-Based State Space Control, and Model-Based Predictive Control for Drive Systems With Elastically Coupled Loads—A Comparative Study

“…Depending on the specific knowledge one might have, it might be easier for some users to implement an SS controller and for other users to implement a predictive controller. However, the complexity of the implementation and tuning of the PI-SS SC and the GPC SC is much higher than that of a conventional PI SC , as shown in Sections III-A-C. Further information about the design of PI-SS SC and GPC SC can be found in [20], [53], and [54].…”

“…To summarize the MBPC SC control design and to ensure a suitable bandwidth for the proposed comparative study, the GPC design parameters are chosen as in Further information and additional analysis on the proposed MBPC SC is presented in [53] and [54].…”

Comparative study of conventional PI-control, PI-based state space control and model based predictive control for drive systems with elastic coupling

“…Depending on the specific knowledge one might have, it might be easier for some users to implement a state space controller and for other users to implement a predictive controller. However, the complexity of implementation and tuning of the PI-SS SC and the GPC SC is much higher than that of a conventional PI SC , as shown in section III, A, B, and C. Further information about the design of PI-SS SC and GPC SC can be found in [15], [34], and [35].…”