Nonlinear Fuzzy PID Control Phase plane analysis Standard surfaces Performance.
Phase Plane Analysis
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Transcript of Phase Plane Analysis
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Phase Plane Analysis
Phase plane analysis is a graphical method for studying
second-order systems.
The basic idea is to generate a two-dimensional plane
(called the phase plane) in the state space of a second
order dynamical system.
Motion trajectories corresponding to various initial
conditions are examined to obtain the qualitative
features like stability and motion patterns of the
system.
ADVANTAGES:
Visualising behaviour of a nonlinear system,
starting from various initial conditions without
having to solve the nonlinear equations
analytically.
Not restricted to small or smooth nonlinearities,
but equally applied to hard nonlinearities.
DISADVATGES:
Restricted to only second order or first order
systems.
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Concepts of Phase Plane Analysis
Phase Portraits:
Graphical representation of 2nd order autonomous
systems i.e.
( )
( )
The state space of this system is a plane having
( ) as coordinates and is called the phase plane.
The family of phase plane trajectories corresponding to various initial conditions is called a phase portrait of a system.
Lets take an example of spring mass system having dynamical equation ( )
The nature of the system response corresponding to various initial conditions is directly displayed on the phase plane.
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A major class of 2nd order systems can be represented as
( ) Can you tell me some examples of 2nd order systems
in electrical systems and mechanical systems?
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Singular Points:
A singular point is an equilibrium point in the phase
plane, which means
( ) ( )
Stability is uniquely characterised by the nature of their singular points.
Lets take some examples to find the singular points: o For the 2nd order linear system
o For the 2nd order nonlinear system
Singular points are (0,0) and (-3,0).
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For the 1st order nonlinear system
Singular points are at 0, 2, -2.
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Phase Plane analysis of Linear systems
The phase portrait of
This system has two stable poles at -1 and -2. The phase portrait of
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The system has one unstable and one stable pole at 1 and -2 respectively.
The phase portrait of
The system has two complex stable poles at
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Phase Plane analysis of nonlinear systems
Local behaviour of nonlinear system can be
approximated by the behaviour of a linear system.
Nonlinear systems can display much complicated
patterns such as multiple equilibrium points and
limit cycles.
A limit cycle is an isolated closed curve in the phase
plane.
a) Stable limit cycle
b) Unstable limit cycle
c) Semi-stable limit cycle
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Consider a Satellite control system having
mathematical model as (rotational unit
inertia )
( ) {
i.e. the thrusters push in the counter-clockwise
direction if is positive.
Control input and thus the phase trajectories are switched on the vertical switching line.