Phase Plane Analysis

download Phase Plane Analysis

of 9

description

phase plane analysis for non linear system

Transcript of Phase Plane Analysis

  • 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.

  • 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.

  • 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?

  • 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).

  • For the 1st order nonlinear system

    Singular points are at 0, 2, -2.

  • Phase Plane analysis of Linear systems

    The phase portrait of

    This system has two stable poles at -1 and -2. The phase portrait of

  • 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

  • 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

  • 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.