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    Course: Model Analysis

    and S stem Identification

    SCHOOL OF

    CIVILENGINEERING

    Topic : Homework 3

    Professor : LUO Shaoxiang

    Student : Chinny Lyheang

    Student’s ID : 15129120

    Year : 2015-2016 

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      Civil Engineering School

    Model Analysis and System Identification  Page 3

    subplot(2,1,2) plot(f(1:N/2+1),real(Gxy)); hold off  % co-spectrum hold off; xlabel('Frequency (Hz)'); ylabel('Real (Gxy)')

    Gyy1=20*log10(sqrt(8/3)*abs(Gyy1(1:N/2+1)/fs/N)); Gyy2=20*log10(sqrt(8/3)*abs(Gyy2(1:N/2+1)/fs/N)); 

    Graph of Signal 1 and Signal 2

    According the graph above we compare the signal 1 and signal 2 we got 4 peaks of each

    signal means that we got 4 frequencies of each signals

      Signal 1

      Peak 1

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    Model Analysis and System Identification  Page 4

    Peak 1 has its amplitude 74.5712 y   and its frequencies at 5.125 x Hz   

     

    Peak 2

    Peak 2 has its amplitude 52.4889 y   and its frequencies at 7.34375 x Hz   

      Peak 3

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    Model Analysis and System Identification  Page 5

    Peak 3 has its amplitude 111.6818 y   and its frequencies at 21.13 x Hz   

     

    Peak 4

    Peak 4 has its amplitude 103.8797 y   and its frequencies at 34.16 x Hz   

      Signal 2

      Peak 1

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    Model Analysis and System Identification  Page 6

    Peak 1 has its amplitude 58.0195 y   and its frequencies at 5.125 x Hz   

      Peak 2

    Peak 2 has its amplitude 48.8263 y   and its frequencies at 7.34375 x Hz   

      Peak 3

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    Model Analysis and System Identification  Page 7

    Peak 3 has its amplitude 99.5411 y   and its frequencies at 21.13 x Hz   

     

    Peak 4

    Peak 4 has its amplitude 102.8247 y   and its frequencies at 34.16 x Hz   

    The reason why we take them as the natural frequencies because after we see the graph of each

    signal and compare both signal together we can observe they have the peak (high amplitude) at

    the same frequencies and for other peaks just only white noise or unnecessary noise so we can

    ignore it that we take only 4 natural frequencies of each signal.

    2.  The modal damping at each selected natural frequency. (Use half-power bandwidth

    method to get these damping values)

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    Model Analysis and System Identification  Page 8

    Graph of Signal 1 and Signal 2

    According the graph of Signal 1 and Signal 2 we got 4 peak and got 4 frequencies of each

    signal and it means that we can find the Damping Ratio of each frequencies by using

    half-power bandwidth method :

    2

    b a b a

    b a r 

      

     

     

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    Model Analysis and System Identification  Page 9

    For Signal 1 we have:

    Peak 1 we have its amplitude ( ) 74.5712r      and 5.125r    Hz      

    ( ) 74.571252.73

    2 2

    r     

    74.5712 ( 52.7298) 21.8414

    ( ) ( ) 74.5712 21.8414 96.4126a r b r    

     

    So ( )a r    , it ranges [-100.2623;-83.0595] & its frequency a   range [5.03125;5.0625] and

    ( )b r     ranges [-82.5596;-97.572] & its frequency b   range [5.1875;5.21875]

    By using interpolation, we got:

    5.03125   96.4126 ( 100.2623)

    5.0625 5.03125 83.0595 ( 100.2623)

    a     

     

    96.4126 ( 100.2623)

    5.0625 5.03125 5.03125 5.038283.0595 ( 100.2623)

    a   Hz  

     

    5.1875   96.4126 ( 82.5596)

    5.21875 5.1875 97.572 ( 82.5596)

    b     

     

    96.4126 ( 82.5596)

    5.21875 5.1875 5.1875 5.216397.572 ( 82.5596)b 

     

    11

    5.2163 5.03820.01737

    2 2 5.125

    b a b a

    b a r 

      

     

     

     

    Peak 2 we have its amplitude ( ) 52.4889r      and 7.34375r    Hz      

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    Model Analysis and System Identification  Page 10

    ( ) 52.488937.1153

    2 2

    r     

    52.4889 ( 37.1153) 15.3736

    ( ) ( ) 52.4889 15.3736 67.8625a r b r    

     

    So ( )a r    , it ranges [-78.265; -66.4147] & its frequency a   range [7.25;7.28125] and ( )b r     

    ranges [-57.7025; -71.3505] & its frequencyb

       range [7.40625;7.4375]

    By using interpolation, we got:

    7.25   67.8625 ( 78.265)

    7.28125 7.25 66.4147 ( 78.265)

    a     

     

    67.8625 ( 78.265)

    7.28125 7.25 7.25 7.277466.4147 ( 78.265)

     

    7.40625   67.8625 ( 57.7025)

    7.4375 7.40625 71.3505 ( 57.7025)

    b     

     

    67.8625 ( 57.7025)

    7.4375 7.40625 7.40625 7.429571.3505 ( 57.7025)

     

    12

    7.4295 7.2774

    0.010352 2 7.34375

    b a b a

    b a r 

     

       

     

     

    Peak 3 we have its amplitude ( ) 111.6818r      and 21.13r    Hz      

    ( )   111.681878.9709

    2 2

    r     

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    Model Analysis and System Identification  Page 11

    111.6818 ( 78.9709) 32.7109

    ( ) ( ) 111.6818 32.7109 144.3927a r b r    

     

    So ( )a r    , it ranges [-149.3354; -137.7442] & its frequency a   range [20.9375;20.96875] and

    ( )b r     ranges [-143.50196; -144.74281] & its frequency b   range [21.40625;21.4375]

    By using interpolation, we got:

    20.9375   144.3927 ( 149.3354)

    20.96875 20.9375 137.7442 ( 149.3354)

    a     

     

    144.3927 ( 149.3354)

    20.96875 20.9375 20.9375 20.9508137.7442 ( 149.3354)

     

    21.40625   144.3927 ( 143.50196)

    21.4375 21.40625 144.74281 ( 143.50196)

    b     

     

    144.3927 ( 143.50196)

    21.4375 21.40625 21.40625 21.4286144.74281 ( 143.50196)

     

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    Model Analysis and System Identification  Page 13

    So ( )a r    , it ranges [-135.1446; -129.9976] & its frequency a   range [33.8125;33.84375] and

    ( )b r     ranges [-132.98959; -134.92528] & its frequency b   range [34.625;34.65625]

    By using interpolation, we got:

    33.8125   134.3054 ( 135.1446)33.84375 33.8125 129.9976 ( 135.1446)

    a     

     

    134.3054 ( 135.1446)

    33.84375 33.8125 33.8125 33.8176129.9976 ( 135.1446)

     

    34.625   134.3054 ( 132.98959)

    34.65625 34.625 134.92528 ( 132.98959)

    b     

     

    134.3054 ( 132.98959)

    34.65625 34.625 34.625 34.6462134.92528 ( 132.98959)

     

    14

    34.6462 33.8176 0.012132 2 34.15625

    b a b a

    b a r 

      

     

     

     

    For Signal 2 we have:

    Peak 1 we have its amplitude ( ) 58.0195r      and 5.125r    Hz      

    ( ) 58.019541.0259

    2 2

    r     

    58.0195 ( 41.0259) 16.9936

    ( ) ( ) 58.0195 16.9936 75.0131a r b r  

     

     

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    Model Analysis and System Identification  Page 14

    So ( )a r    , it ranges [-83.0553; -65.8801] & its frequency a   range [5.03125;5.0625] and

    ( )b r     ranges [-67.9777; -84.5827] & its frequency b   range [5.1875;5.21875]

    By using interpolation, we got:

    5.03125   75.0131 ( 83.0553)5.0625 5.03125 65.8801 ( 83.0553)

    a     

     

    75.0131 ( 83.0553)

    5.0625 5.03125 5.03125 5.045965.8801 ( 83.0553)

    a   Hz  

     

    5.1875   75.0131 ( 67.9777)

    5.21875 5.1875 84.5827 ( 67.9777)

    b     

     

    75.0131 ( 67.9777)

    5.21875 5.1875 5.1875 5.200784.5827 ( 67.9777)

     

    21

    5.2007 5.0459 0.01512 2 5.125

    b a b a

    b a r 

      

     

     

     

    Peak 2 we have its amplitude ( ) 48.8263r      and 7.34375r    Hz      

    ( )   48.826334.5254

    2 2

    r     

    48.8263 ( 34.5254) 14.3009

    ( ) ( ) 48.8263 14.3009 63.1272a r b r    

     

    So ( )a r    , it ranges [-63.2043; -54.6305] & its frequency a   range [7.28125;7.3125] and

    ( )b r     ranges [-53.9510; -67.5159] & its frequency b   range [7.40625;7.4375]

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    Model Analysis and System Identification  Page 15

    By using interpolation, we got:

    7.28125   63.1272 ( 63.2043)

    7.3125 7.28125 54.6305 ( 63.2043)

    a     

     

    63.1272 ( 63.2043)

    7.3125 7.28125 7.28125 7.281554.6305 ( 63.2043)a 

     

    7.40625   63.1272 ( 53.951)

    7.4375 7.40625 67.5159 ( 53.951)

    b     

     

    63.1272 ( 53.951)

    7.4375 7.40625 7.40625 7.427367.5159 ( 53.951)

     

    22

    7.4273 7.28150.0099

    2 2 7.34375

    b a b a

    b a r 

      

     

     

     

    Peak 3 we have its amplitude ( ) 99.5411r    

    and 21.13r    Hz   

     

    ( )   99.541170.3862

    2 2

    r     

    99.5411 ( 70.3862) 29.1549

    ( ) ( ) 99.5411 29.1549 128.696a r b r    

     

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    Model Analysis and System Identification  Page 16

    So ( )a r    , it ranges [-131.4669; -128.187] & its frequency a   range [20.90625;20.9375] and

    ( )b r     ranges [-126.9502; -130.5633] & its frequency b   range [21.28125;21.3125]

    By using interpolation, we got:

    20.9625   128.696 ( 131.4669)

    20.9375 20.9625 128.187 ( 131.4669)

    a     

     

    128.696 ( 131.4669)

    20.9375 20.9625 20.9625 20.9413128.187 ( 131.4669)

     

    21.28125   128.696 ( 126.9502)

    21.3125 21.28125 130.5633 ( 126.9502)

    b     

     

    128.696 ( 126.9502)

    21.3125 21.28125 21.28125 21.2963130.5633 ( 126.9502)

     

    23

    21.2963 20.94130.0084

    2 2 21.13

    b a b a

    b a r 

      

     

     

     

    Peak 4 we have its amplitude ( ) 102.8247r      and 34.16r    Hz      

    ( ) 102.824772.708

    2 2

    r     

    102.8247 ( 72.708) 30.1167

    ( ) ( ) 102.8247 30.1167 132.9414a r b r    

     

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    Model Analysis and System Identification  Page 17

    So ( )a r    , it ranges [-135.5201; -130.0136] & its frequency a   range [33.8125;33.84375] and

    ( )b r     ranges [-132.54441; -135.76804] & its frequency b   range [34.65625;34.6875]

    By using interpolation, we got:

    33.8125   132.9414 ( 135.5201)

    33.84375 33.8125 130.0136 ( 135.5201)

    a     

     

    132.9414 ( 135.5201)

    33.84375 33.8125 33.8125 33.8271130.0136 ( 135.5201)

     

    34.65625   132.9414 ( 132.54441)

    34.6875 34.65625 135.76804 ( 132.54441)

    b     

     

    132.9414 ( 132.54441)

    34.6875 34.65625 34.65625 34.66135.76804 ( 132.54441)

     

    24

    34.66 33.8271

    0.01222 2 34.16

    b a b a

    b a r 

     

       

     

     

    So the Damping Ratio of the both signals is:

    11 21verage,peak1

    0.01737 0.01510.016235

    2 2a

      

       

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    Model Analysis and System Identification  Page 18

    12 22verage,peak2

    0.01035 0.00990.010125

    2 2a

      

     

    13 23verage,peak3

    0.0113 0.00840.00985

    2 2a

      

       

    14 24verage,peak4

    0.01213 0.01220.012165

    2 2a

      

       

    3.  The phase angle between the two signals at the selected natural frequencies.

    According to the graph above we can get the value of the amplitude and frequencies of

    the peak. It means that we can obtain the value of the phase angle between the two signal.

      For peak 1 : Amplitude = -66.3 , Frequency = 5.125 Hz and Phase Angle = -

    1.0852 (rad)

      For peak 2 : Amplitude = -50.66 , Frequency = 7.344 Hz and Phase Angle =

    0.8817 (rad)

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    Model Analysis and System Identification  Page 20

      Signal 1

    Amplitude of Peak 1 = -74.57

    Amplitude of Peak 2 =-52.49

    Amplitude of Peak 3 = -111.7

    Amplitude of Peak 4 = -103.9

      Signal 2

    Amplitude of Peak 1 = -58.02

    Amplitude of Peak 2 =-48.83

    Amplitude of Peak 3 = -99.54

    Amplitude of Peak 4 = -102.8