M. Goldfarb et T. Sirithanapipat, The effect of actuator saturation on the performance of PD-controlled servo systems, MECHATRONIC, 9(5), 1999, pp. 497-511
Perhaps the most often utilized means of closed-loop control of a servo sys
tem is proportional-derivative (PD) control. Linear analysis methods sugges
t the best tracking performance is achieved at maximum possible proportiona
l and derivative gains. Maximum gains, however, drive the actuators into sa
turation, which renders the system nonlinear and the linear analysis invali
d. This paper investigates the effect of actuator saturation on servo syste
m tracking performance by formulating a frequency-based tracking performanc
e measure roughly equivalent to the linear system -3 dB bandwidth. The prop
osed measure utilizes a series of band-limited pseudo-random tracking input
s to characterize the 'bandwidth' of the (nonlinear) saturating system. Num
erical simulations based on this measure show that, for a servo system that
exhibits actuator saturation, the best tracking performance is not achieve
d at maximum gain. Instead, performance improves up to a given gain, then b
egins to recede as the gain is increased further. The simulations also show
that avoiding actuator saturation to ensure linear behavior significantly
sacrifices tracking performance. The measure of tracking performance is com
pared with the -3 dB bandwidth utilized in linear analysis techniques, and
the two are shown to be well correlated. (C) 1999 Elsevier Science Ltd. All
rights reserved.