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Chapter 3 System Sensitivity

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    Chapter 33.6 (Page 215) System Sensitivity

    3.6.1 (page 215) Calculating the Effects of

    Change in Parameter

    3.6.2 (page 216-220) Sensitivity Function

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    Control systems System should be

    stable

    insensitive to system parameter values

    able to reject disturbances

    able to track reference inputs

    Now

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    Introduction - System Sensitivity

    One of the main advantages of feedback system is that it can be

    used to make the response of a system relatively independent ofcertain types of changes or inaccuracies in the plant model

    Characteristics of a physical plant possibly change with time and

    with environmental conditions such as temperature, humidity, andaltitude. We would like that the closed-loop physical systems

    characteristics to be insensitive to these changes. Hence in this

    section we are interested in the sensitivity of the closed-loop

    system to parameter changes in the system.

    Robustness: The closed-loop system characteristics are to be

    insensitive to small inaccuracies in the system model.

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    Amplifier

    100+_

    R(s) Y(s)

    Output

    Sensor 1

    2

    4

    s

    Plant

    (a)

    100+_R(s) Y(s)

    1

    kis

    Plant

    2

    4

    (b)

    Figure 3.14 (page 215) Determine the effects of changes in the parameters of afeedback system. (a) The nominal system (b) Perturbation of plant pole

    402

    400

    24001

    2400

    s)s/(

    )s/()s(T

    3.6.1 (page 215) Calculating the Effects of Change in Parameter

    ii

    i

    ks)ks/(

    )ks/()s(T

    2400

    400

    24001

    2400

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    R(s)100+_

    Y(s)

    k3

    2

    4

    s

    Plant

    (d)

    100+_R(s) Y(s)

    1

    2

    42

    s

    k

    Plant

    (c)

    Figure 3.14 Determine the effects of changes in the parameters of a feedback system.(c) Perturbation of plant gain (d) Perturbation of the sensor gain

    2400

    400

    24001

    2400

    2

    2

    2

    2

    ks

    k

    )s/(k

    )s/(k)s(T

    2400

    400

    24001

    2400

    33

    ks)s/(k

    )s/()s(T

    Cont Calculating the Effects of Change in Parameter

    K3 is quite sensitive as

    compare to the above

    variations

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    3.6.2 (page 216) Sensitivity Function

    Sensitivity:

    Characteristics changes with system parameter variation is calledSensitivity

    a/a

    T/TSFunctionySensitivit Ta

    a

    T

    T

    alimSFunctionySensitivita

    Ta

    0

    aT

    TaSFunctionySensitivit Ta

    polebecouldorS,Sbecoulda T )s(HTGP

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    Sensitivity: of Transfer function to change in GP

    HGG

    GG

    )s(R

    )s(C)s(T

    pC

    pC

    1

    T

    G

    G

    TSFunctionySensitivit P

    P

    TGP

    2211

    1)HGG(

    G)HGG(

    )HG(GGG)HGG(GT

    PC

    C

    PC

    CPCCPC

    P

    C

    PC

    PCPC

    PP

    G

    )HGG(

    HGG

    GG

    G

    T

    G

    1

    1

    HGGPC

    1

    1

    T

    G

    G

    TS P

    P

    TGP

    21 )HGG(

    G

    PC

    C

    C

    PC

    G

    )HGG( 1

    2D

    NDDN //

    100+_R(s) Y(s)

    1

    2

    42

    s

    k

    Plant

    (c)

    100+_R(s) Y(s)

    1

    2

    42

    s

    k

    Plant

    100+_R(s) Y(s)

    1

    2

    42

    s

    k

    Plant

    (c)

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    10

    30

    3101

    10

    1

    /GH

    G)s(T

    T

    G

    G

    TSFunctionySensitivit TG

    GH1

    1

    Example from Book: Sensitivity: of TF to change in GP

    GHST

    G 1

    1

    13

    3

    3

    101

    1

    G=10 and H=1/3

    Transfer Function (T(S)) with feedback changes only

    3/13 with small changes in G as it would be without

    feedback. H>0 means SG

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    Sensitivity: of Transfer function to change in H

    HGG

    GG

    )s(R

    )s(C)s(T

    pC

    pC

    1

    T

    H

    H

    TSFunctionySensitivit TH

    21 )HGG(

    )GG(GGHT

    PC

    PCPC

    PC

    PC

    PC

    PC GG

    )HGG(H

    HGG

    GG

    H

    T

    H

    1

    1

    HGG

    HGG

    PC

    PC

    1

    T

    H

    H

    TSTH

    21 )HGG(

    )GG(GG

    PC

    PCPC

    PC

    PC

    GG

    )HGG(H 1

    R(s)100+_

    Y(s)

    k3

    2

    4

    s

    Plant

    (d)

    R(s)100+_

    Y(s)

    k3

    2

    4

    s

    Plant

    R(s)100+_

    Y(s)

    k3

    2

    4

    s

    Plant

    (d)

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    13

    30

    3101

    10

    1

    /GH

    G)s(T

    T

    H

    H

    T

    SFunctionySensitivit

    T

    H

    GH

    GH

    1

    Example from Book: Sensitivity: of TF to change in H

    GH

    GHSTH

    13

    10

    3

    101

    310

    /

    G=10 and H=1/3

    As H increases TF decreases due to ive sign. TF is

    effected by changes in H much more than by change in

    G. Loop gain must be small i,.e choose high quality sensors

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    Sensitivity: of Transfer function to change in Pole (a)

    )as/(K

    )as/(

    )s(R

    )s(C)s(T

    1

    1

    T

    a

    a

    TSFunctionySensitivit Ta

    2

    1

    )Kas(aT

    )Kas(a

    )Kas(

    a

    T

    a

    1

    Kas

    a

    T

    a

    a

    TSTa

    2

    1

    )Kas(

    )Kas(s

    100+_R(s) Y(s)

    1

    kis

    Plant

    2

    4

    (b)

    100+_R(s) Y(s)

    1

    kis

    Plant

    2

    4

    100+_R(s) Y(s)

    1

    kis

    Plant

    2

    4

    (b)

    Kas

    1

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    )s/(K

    )s/(

    GH

    G)s(T

    21

    21

    1

    T

    a

    a

    T

    SFunctionySensitivit

    T

    a

    )Kas(

    a

    Example from Book: Sensitivity: of TF to change in a

    )Kas(

    aSTa

    Ks

    2

    2

    )as/(K

    )as/(

    )s(R

    )s(C)s(T

    1

    1

    a=2

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