|
|
|
Translated from
Farsi to English |
|
Stabilization of a Double Inverted
Pendulum
Using the Feedback Error Learning Method
Author: Ehsan Kiankhah |
|
Abstract
Pendulum system is one of the classical questions of
study and research about non-linear control and a suitable criterion for
harnessing the mechanical systems. The inverted pendulum, because of its
non-linearity and instability is a useful method for testing control
algorithms (PID controls, neural network, fuzzy control, genetics
algorithm, etc.)
In 1972, two researchers from the control domain succeeded, using an
analogue computer, in controlling an inverted pendulum in standing
position on a cart, which was stabilized by horizontal force.
The simple inverted pendulum, the rotary inverted pendulum, double
inverted pendulum, and the rotary double inverted pendulum are types of
inverted pendulum in control systems. The
double inverted pendulum is a non-linear, unstable and fast reaction
system. This system consists of two inverted
pendulums assembled on each other, as per the fig. 1, and mounted on a
cart that can be controlled and stabilized through applying the force
F. In stabilization of the double inverted pendulum diverse methods have
been employed like using fuzzy system and the rules table [6،5],
the neural-fuzzy network [9], etc.
In this paper a controller for stabilization of a double
inverted pendulum will be designed using
the feedback error learning method.
Keywords:
Pendulum system, control algorithms, neural network, fuzzy control,
genetics algorithm, neural-fuzzy network
|
|
بازگشت به آرشیو
مقالات ترجمه شده
|
|
|
|