In: Electrical Engineering
Produce a brief description to the sources of non linearity in control systems ((mentioning its effect on the system response))
Sources of non-linearity in control system
A non-linear system is defined as a system whose output is not
proportional to the variation of the input signal. In non-linear
system, there exists at least one nonlinear component. In linear
control system, we assume that for a small range of operation the
linear analysis is valid. However, when the operating range is
large, the linear controller is poorly performed. Hence, non-linear
controller would be required.
Now, we need to know what the sources of nonlinearity are. In most
of the control application, nonlinearity is mainly arisen due to
the nonlinear forces associated with the system’s performance. In
robotic operation, nonlinear forces are mainly coming from the
unwanted frictional forces such as Coriolis and centripetal forces.
Now, when the speed of operation increases, the performance of the
controller degrades. The hard nonlinearities such as Coulomb
friction, saturation, dead-zones, backlash, hysteresis etc. are the
major sources of nonlinearities.
The effects of nonlinearities cause undesirable behavior of the
system responses such as unstability in the limit cycles, undesired
system behavior, slow time variation of the parameters etc.