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    State Variable Models

    Chapter 3

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    Introduction

    The state variables

    The state differential equations

    Signal flow graphs

    Outline

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    So far:

    Dynamic models of systems In time domain (t-domain)

    In Laplace domain (s-domain)

    In s-domain (for linear time-invariant ODEs/systems)

    Transfer functions Block diagram models

    Signal flow graphs

    In this chapter

    Write time domain models in state variable models

    Introduction

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    State variable model

    Model of a system in the time domain with state variables

    Usage:

    Modern control systems

    Analysis and design of control system through computer

    Can be used for nonlinear, and time-varying systems

    State Variable Models

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    The state variables of a dynamic system

    Those variables that determine the future behavior of asystem WHEN

    the present state of the system and the excitation signals are known

    State of a system

    The condition of a system that is described in terms of a setof state variables

    State Variables

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    Two rolling carts attached with spring and dampers

    p, q: position of carts

    u: external force

    Write down the state variable model

    State Variable ModelsExample

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    The dynamic model in time domain

    Free body diagrams:

    Newtons second law of motion:

    State Variable ModelsExample

    uM

    qM

    bp

    M

    bq

    M

    kp

    M

    kp

    11

    1

    1

    1

    1

    1

    1

    1

    1

    qM

    bbp

    M

    bq

    M

    kkp

    M

    kq

    2

    21

    2

    1

    2

    21

    2

    1

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    State variables:

    Equations of motion in terms of state variables:

    State Variable ModelsExample

    q

    p

    q

    p

    x

    x

    x

    x

    x

    4

    3

    2

    1

    u

    M

    x

    M

    bx

    M

    bx

    M

    kx

    M

    kx

    1

    4

    1

    1

    3

    1

    1

    2

    1

    1

    1

    1

    1

    3

    1

    4

    2

    21

    3

    2

    1

    2

    2

    21

    1

    2

    1

    4 x

    M

    bbx

    M

    bx

    M

    kkx

    M

    kx

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    Transfer Function of state variable model:

    Take the Laplace Transform:

    Transfer function:

    State Variable ModelsTransfer Function

    sDUsBUCsY

    sBUsXAsI

    tDutCxty

    tButAxtx

    DBC

    sU

    sYsG

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    Example: Transfer function of an RLC circuit

    State Variable Model

    xRy 0

    uCx

    L

    R

    L

    Cx

    0

    1

    1

    10

    LCs

    L

    Rs

    LCRsUsYsG

    12

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    E3.2:

    A robot arm drive system for one joint can be represented bythe differential equation:

    Wherev(t) = velocity

    y(t) = position

    i(t) = control motor current (input)

    Required:1. Put the equation in the state variable form

    2. Setup the matrix form for k1=k2=k3=1 and find the statetransition matrix

    ExercisesChapter 03

    tiktyktvk

    dt

    tdv321

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    E3.13

    A system is described by the following two differentialequations:

    Where y and are functions of time, and u is an input.

    Required:

    a) Select a set of state variables

    b) Write the state differential equation

    ExercisesChapter 03

    04

    02

    ubydt

    d

    auydt

    dy

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    E3.19

    A system has the following state variable model:

    Determine the transfer function:

    ExercisesChapter 03

    xy

    uxx

    010

    1

    0

    43

    10

    sU

    sYsG