Title :
High-performance robust motion control of machine tools: an adaptive robust control approach and comparative experiments
Author :
Yao, Bin ; Al-Majed, Mohammed ; Tomizuka, Masayoshi
Author_Institution :
Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
6/1/1997 12:00:00 AM
Abstract :
This paper studies the high-performance robust motion control of machine tools. The newly proposed adaptive robust control (ARC) is applied to make the resulting closed-loop system robust to model uncertainties, instead of the disturbance observer (DOB) design previously tested by many researchers. Compared to DOB, the proposed ARC has a better tracking performance and transient in the presence of discontinuous disturbances, such as Coulomb friction, and it is of a lower order. As a result, time-consuming and costly rigorous friction identification and compensation is alleviated, and overall tracking performance is improved. The ARC design can also handle large parameter variations and is flexible in introducing extra nonlinear robust control terms and parameter adaptations to further improve the transient response and tracking performance. An anti-integration windup mechanism is inherently built in the ARC and, thus, the problem of control saturation is alleviated. Extensive comparative experimental tests are performed, and the results show the improved performance of the proposed ARC.
Keywords :
adaptive control; closed loop systems; compensation; machine tools; motion control; nonlinear control systems; robust control; tracking; transient response; Coulomb friction; adaptive robust control; anti-integration windup mechanism; closed-loop system; discontinuous disturbances; high-performance robust motion control; machine tools; nonlinear robust control terms; parameter adaptations; parameter variations; tracking performance; transient response; Adaptive control; Fault location; Friction; Machine tools; Motion control; Programmable control; Robust control; System testing; Transient response; Uncertainty;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/3516.588624