Title :
A sensitivity optimization approach to design of a disturbance observer in digital motion control systems
Author :
Tesfaye, Addisu ; Lee, Ho Seong ; Tomizuka, Masayoshi
Author_Institution :
Cyclonics Inc., Fremont, CA, USA
fDate :
3/1/2000 12:00:00 AM
Abstract :
This paper is concerned with a digital design methodology for the disturbance observer. The controller (disturbance observer) is designed such that the system sensitivity function is made to match a chosen target sensitivity function by numerical optimization. One advantage of the proposed design method is that the tradeoff between command following, disturbance suppression, and measurement noise rejection is made transparent in the process of the control system design. This allows the system designer to bypass the effort of obtaining a highly accurate system model. Another aim of this research, relative to previous works, is to study how the design specifications can be best structured in the digital filter (a main component of the disturbance observer) for easy implementation. The robust feedback controller, designed in the velocity loop, is used in conjunction with a feedback controller located in the position loop and a feedforward controller acting on the desired output to construct a control structure for high-speed/high-accuracy motion control. Simulation and experiments applied to a high-speed XY table designed for micro positioning demonstrate the effectiveness of the proposed controller
Keywords :
control system synthesis; digital control; digital filters; feedback; filtering theory; motion control; noise; numerical analysis; observers; optimal control; robust control; sensitivity; command following; control system design; digital filter; digital motion control systems; disturbance observer; disturbance observer design; disturbance suppression; feedback controller; feedforward controller; high-speed XY table; high-speed/high-accuracy motion control; measurement noise rejection; micro positioning; numerical optimization; position loop; robust feedback controller; sensitivity optimization approach; system sensitivity function; target sensitivity function; velocity loop; Adaptive control; Control systems; Design methodology; Design optimization; Digital filters; Motion control; Noise measurement; Process control; Robust control; Velocity control;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/3516.828587