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Study of transient stability for parallel connected
inverters in Microgrid system works in stand-alone


    F. Andrade, J. Cusido, L. Romeral, J. J. Cárdenas




                                                        1
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


                                          Introduction




  [1] Networks have been undergoing significant changes in the last few years due to the growth of
  distributed generation (DG)


                                                                                               Page|2
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone




       Microgrid concept
the Microgrid is defined as an aggregation of
loads and microsources operating like single
system providing both power and heat.




   Inverters can be classified in current
  source inverters (CSI) or voltage-source
  inverters (VSI).



                                                                                               Page|3
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Studies Stability




[Vásquez et al., 2009], [Guerrero et al, 2004] ,
[Guerrero et al, 2006] , [Coelho et al, 2002],
Pogaku et al, 2007], [Nikkhajoei y Iravani, 2007]


                                                                                               Page|4
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Studies Stability




[Vásquez et al., 2009], [Guerrero et al, 2004]
, [Guerrero et al, 2006] , [Coelho et
al, 2002], Pogaku et al, 2007], [Nikkhajoei y
Iravani, 2007]
                                                                                               Page|5
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Outline
                           Non-linear
                            model


                            Lyapunov
                            Function


                               Small
                                                               Result
                               Signal



                                                                                               Page|6
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • A Mathematical model
                                                                        
                                                     I1                  I2
                                                               Z3
     Renewable




                                                                                                                        Renewable
      Source 1




                                                                                                                         Source 2
                                                                         
                                                V1        Z1        Z2    V2

                        Inverter 1   Filter 1                                  Filter 1       Inverter 2




                                                                                                 f
                                                                               Ps                                Pi s
                 Pi s        Vd I d Vq I q                                                s              f

                 Qi s        Vd I q Vq I d
                                                                                                     f
                                                                               Qs                                Qi s
                                                                                          s                  f




                                                                                                                           Page|7
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • A Mathematical model
                                                                      
                                                   I1                  I2
                                                             Z3
     Renewable




                                                                                                     Renewable
      Source 1




                                                                                                      Source 2
                                                                       
                                              V1        Z1        Z2    V2

                      Inverter 1   Filter 1                                  Filter 1   Inverter 2




                  0   kpP

       V         V0 kv Q


                                                        droop curves (f vs P and V vs Q)


                                                                                                        Page|8
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • working in the time domain

                     f    kp       f    Pi

       V             V kv              Qi
                  f             f




                                                                                               Page|9
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • working in the time domain

                     f    kp       f    Pi

       V             V kv              Qi
                  f             f




                                                                 
                                                                 V Vd         jVq

                                                         Vq    V sin                         Vq
                                                                                    arctan
                                                         Vd    V cos                         Vd



                                                                                              Page|10
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • working in the time domain

                      f         kp       f        Pi

       V              V kv                    Qi
                   f                  f




                                
                           VqVd Vd Vq
                                                                
                                 2             2
                            Vd            Vq                     V Vd         jVq

                            2             2              Vq    V sin                         Vq
        V          Vd                Vq                                             arctan
                                                         Vd    V cos                         Vd



                                                                                              Page|11
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • A Generator


                                    f        kp        f   P

                                                               kp   f   Vd
                           Vd            f   Vd         Vq                    Q
                                                                     V

                                                               kv   f   Vq
                           Vq         Vd           f   Vq                     Q
                                                                     V


We have a set of equations which describe the behavior of each inverter




                                                                                              Page|12
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • The whole system
                            1       f1    1       k p1       f1 1P

                                                                       k p1          V
                                                                                    f 1 d1
                           Vd 1            V
                                          f 1 d1              V
                                                           1 q1                               Q1
                                                                               V1

                                                                     k v1        V
                                                                               f 1 q1
                           Vq1        V
                                     1 d1                 V
                                                     f 1 q1                               Q1
                                                                             V1
                            2       f2     2       k p2       f2 2P

                                                                            k p2         V
                                                                                      f 2 d2
                           Vd 2                V
                                          f 2 d2               V
                                                              2 q2                             Q2
                                                                                    V2

                                                                       kv 2          V
                                                                                    f 2 q2
                           Vq 2       V
                                     2 d2                  V
                                                      f 2 q2                                  Q2
                                                                               V2


                                                                                                    Page|13
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • The network
                                                                                 
                                                          I1                      I2
                                                                      Z3
     Renewable




                                                                                                                       Renewable
      Source 1




                                                                                                                        Source 2
                                                                                  
                                                     V1          Z1        Z2      V2

                       Inverter 1         Filter 1                                      Filter 1   Inverter 2




                                                               I1d              G11        B11      G12         B12   Vd 1
                                            
     I1          Y1    Y3           Y3       E1                I1q              B11       G11       B12          G12 Vq1
                                            
     I2               Y3     Y2      Y3      E2                I 2d             G12       B12      G22           B22 Vd 2
                                                               I 2q              B12       G12     B22          G22 Vq 2




                                                                                                                       Page|14
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • The network
                                                                            
                                                    I1                       I2
                                                                  Z3
     Renewable




                                                                                                                 Renewable
      Source 1




                                                                                                                  Source 2
                                                                             
                                               V1            Z1        Z2     V2

                   Inverter 1       Filter 1                                       Filter 1     Inverter 2




             P1
                   Vd 1     Vq1          0               0         G11             B11        G12      B12    Vd 1
            Q1      Vq1 Vd 1             0               0             B11        G11          B12      G12   Vq1
             P2      0          0      Vd 2          Vq 2          G12            B12         G22       B22 Vd 2
            Q2       0          0       Vq 2         Vd 2              B12         G12        B22      G22 Vq 2




                                                                                                                 Page|15
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • The whole system
                          2                    X2X5       X3X6              X3X5       X2X6
     X1     1 X1      2   X2     X 32      3                           4
                                                    2
                                                   X2      X 32                  2
                                                                                X2      X 32
                                     2                             X2X5     X3X6                       X3X5     X2X6
     X2     1X 2     X1 X 3      5X2 X2          X 32      6X2                                 7X2
                                                                       2
                                                                      X2      X 32                         2
                                                                                                          X2     X 32
                                     2                             X2X5     X3X6                       X3X5     X2X6
     X3     1X3      X1 X 2      5X3 X2          X 32      6X3                             7 X3
                                                                       2
                                                                      X2      X 32                         2
                                                                                                          X2     X 32
                                               X2X5       X3X6              X3X5       X2X6
     X4     1X 4      2   X 52    2
                                 X6        3                            4
                                                    X 52    2
                                                           X6                    X 52    2
                                                                                        X6
                                                                   X2X5     X3X6                       X3X5     X2X6
     X5     1X5      X4X6        5X5 X 52         2
                                                 X6        6X5                                 7 X5
                                                                      X 52     2
                                                                              X6                          X 52    2
                                                                                                                 X6
                                                                   X2X5      X3X6                      X3X5     X2X6
     X6     1   X6   X4X5        5   X 6 X 52     2
                                                 X6        6   X6                              7   X6
                                                                      X 52     2
                                                                              X6                          X 52    2
                                                                                                                 X6




                                                                                                                   Page|16
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Study of Stability for the Microgrid by means of Lyapunov’s
    method




                                                                                              Page|17
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • System
                                                                    
                                                 I1                  I2
                                                           Z3
     Renewable




                                                                                                           Renewable
      Source 1




                                                                                                            Source 2
                                                                     
                                            V1        Z1        Z2    V2

                    Inverter 1   Filter 1                                  Filter 1      Inverter 2




                                Variable                                              Value             unit
                        Line transmission (Z3)                                        0.5+3i             Ω
                            Local load (Z1)                                            13+6i             Ω
                            Local load (Z2)                                           25+13i             Ω
                 Cut-off freq. of measuring filter (ωf)                                37.7             rd/s
                  Frequency droop coefficient (kp)                                    0.0005          rd/s/W
                    Voltage droop coefficient (kv)                                    0.0005           V/VAR
                          Nominal frequency                                             377             rd/s


                                                                                                           Page|18
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Study of Stability for the Microgrid by means of Lyapunov’s
    method
                                          f (0)             0
  • Lyapunov‘s Funtion

                                       2           2                  2       2
                        AX 12         X2          X3         2
                                                          CX 4       X5      X6
            V (X )                B                              D
                                              2       2                2       2
                           k              X   2   X   3     k         X5      X6

              V (0)      0

              V (X )       0          X


                                                                                              Page|19
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Lyapunov‘s Funtion

                                              2       2                  2      2
                          AX 12              X2      X3         2
                                                             CX 4       X5     X6
              V (X )                    B                           D
                                                 2       2               2       2
                               k             X   2   X   3     k        X5      X6


               V (0)       0
               V (X )       0            X
               d
                  V (X )           0
               dt

V (X )          V (X )               V (X )        V (X )       V (X )           V (X ) 
       X1               X2                    X3             X4               X5             X6      0
 X1               X2                    X3             X4            X5                X6



                                                                                              Page|20
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Using Matlab for find the values

    
AX1 X 1       BX    2
                          X   2 1/ 2     
                                       X2X2      C X     2
                                                             X   2 1/ 2        
                                                                          DX 3 X 3              
                                                                                           CX 4 X 4
                    2         3                          2       3

                                E X     2
                                            X   2 1/ 2      
                                                         X5 X5     F X    2
                                                                              X   2 1/ 2     
                                                                                           X6X6       0
                                        5       6                         5       6




                                                                                               Page|21
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Eigenvalues of lineal system

                                       
                                       ~                   ~
                                       X                 A X
                               37.7     0.466     0.936        0      0.157       0.944
                                0       36.57     0.217        0          0.94 0.157
                              154.5      0         0           0          0        0
                         A
                                0      0.097      0.956       37.7        0.34     0.97
                                0       0.954    0.097        9.86        36.5     2.42
                                0       0.061    0.006       154.9        2.32     0.15



               1    0;   2     10.8;    3       26.9;    4         35.7       5    37.7;   6   37.5;



                                                                                                 Page|22
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Simulation results of a DG Microgrid system by means of
    Power Electronics tools
                      P Power Elect. model                               Q Power Elect. model
           2200                                        1000



           2100



           2000
                                                        500

           1900




                                                       VAR
      kW




           1800

                                                             0
           1700

                                         L=8mH                                                  L=8mH
           1600                          L=0.5mH                                                L=5mH
                                         L=5mH                                                  L=0.5mH
           1500                                        -500
                    0.5        1         1.5       2               0.5            1         1.5           2
                              t(s)                                               t(s)




                                                                                                    Page|23
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Simulation results of a DG Microgrid system by means of
    Nonlineal model.
                           P Nonlineal Model                                          Q Nonlineal Model
            2200                                                         1000



            2100



            2000                                                          500




                                                                   VAR
       kW




            1900



            1800                                                            0



            1700
                                                     L=8mH                                                      L=8mH
                                                     L=5mH                                                      L=5mH
                                                     L=0.5mH                                                    L=0.5mH
            1600                                                         -500
                     0.5            1          1.5             2                0.5            1          1.5             2
                                  t(s)                                                       t(s)




                                                                                                                      Page|24
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone


  • Study of stability by means of Lyapunov function and root
    locus plot.
                            Lyapunov function Plot                                     Root locus Plot
         0                                                           30

                  L=0.5mH                                                                     L=0.5mH
         -2

                                                                     20
         -4


         -6                    L=8mH
                                                                     10                       L=8mH
         -8

                                       L=0.5mH
        -10                        0                                  0
                                                                             L=8mH              L=0.5mH
        -12

                                                                     -10                      L=8mH
        -14


        -16
                                                                     -20

        -18                                            L=8mH
                                                                                              L=0.5mH
        -20                                                          -30
              0              0.2                 0.4           0.6     -40       -30    -20       -10     0   10
                                        t(s)




                         
                        V (X ) 0

                                                                                                              Page|25
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone



  • Conclusions

  • A nonlinear state-space model of a Microgrid.

  • It has analyzed the model by means of both stability studies:
    Lyapunov function and root locus plot.

  • Using that Lyapunov function, we can determined the region
    of asymptotic stability.




                                                                                              Page|26
Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone




           Thank you for your Attention




                                                                                              Page|27

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Study of transient stability for parallel connected inverters in microgrid system works in stand alone mode

  • 1. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone F. Andrade, J. Cusido, L. Romeral, J. J. Cárdenas 1
  • 2. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone Introduction [1] Networks have been undergoing significant changes in the last few years due to the growth of distributed generation (DG) Page|2
  • 3. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone Microgrid concept the Microgrid is defined as an aggregation of loads and microsources operating like single system providing both power and heat.  Inverters can be classified in current source inverters (CSI) or voltage-source inverters (VSI). Page|3
  • 4. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Studies Stability [Vásquez et al., 2009], [Guerrero et al, 2004] , [Guerrero et al, 2006] , [Coelho et al, 2002], Pogaku et al, 2007], [Nikkhajoei y Iravani, 2007] Page|4
  • 5. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Studies Stability [Vásquez et al., 2009], [Guerrero et al, 2004] , [Guerrero et al, 2006] , [Coelho et al, 2002], Pogaku et al, 2007], [Nikkhajoei y Iravani, 2007] Page|5
  • 6. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Outline Non-linear model Lyapunov Function Small Result Signal Page|6
  • 7. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • A Mathematical model   I1 I2 Z3 Renewable Renewable Source 1 Source 2   V1 Z1 Z2 V2 Inverter 1 Filter 1 Filter 1 Inverter 2 f Ps Pi s Pi s Vd I d Vq I q s f Qi s Vd I q Vq I d f Qs Qi s s f Page|7
  • 8. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • A Mathematical model   I1 I2 Z3 Renewable Renewable Source 1 Source 2   V1 Z1 Z2 V2 Inverter 1 Filter 1 Filter 1 Inverter 2 0 kpP V V0 kv Q droop curves (f vs P and V vs Q) Page|8
  • 9. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • working in the time domain  f kp f Pi V V kv Qi f f Page|9
  • 10. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • working in the time domain  f kp f Pi V V kv Qi f f  V Vd jVq Vq V sin Vq arctan Vd V cos Vd Page|10
  • 11. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • working in the time domain  f kp f Pi V V kv Qi f f   VqVd Vd Vq   2 2 Vd Vq V Vd jVq 2 2 Vq V sin Vq V Vd Vq arctan Vd V cos Vd Page|11
  • 12. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • A Generator  f kp f P  kp f Vd Vd f Vd Vq Q V  kv f Vq Vq Vd f Vq Q V We have a set of equations which describe the behavior of each inverter Page|12
  • 13. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • The whole system 1 f1 1 k p1 f1 1P  k p1 V f 1 d1 Vd 1 V f 1 d1 V 1 q1 Q1 V1  k v1 V f 1 q1 Vq1 V 1 d1 V f 1 q1 Q1 V1 2 f2 2 k p2 f2 2P  k p2 V f 2 d2 Vd 2 V f 2 d2 V 2 q2 Q2 V2  kv 2 V f 2 q2 Vq 2 V 2 d2 V f 2 q2 Q2 V2 Page|13
  • 14. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • The network   I1 I2 Z3 Renewable Renewable Source 1 Source 2   V1 Z1 Z2 V2 Inverter 1 Filter 1 Filter 1 Inverter 2 I1d G11 B11 G12 B12 Vd 1   I1 Y1 Y3 Y3 E1 I1q B11 G11 B12 G12 Vq1   I2 Y3 Y2 Y3 E2 I 2d G12 B12 G22 B22 Vd 2 I 2q B12 G12 B22 G22 Vq 2 Page|14
  • 15. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • The network   I1 I2 Z3 Renewable Renewable Source 1 Source 2   V1 Z1 Z2 V2 Inverter 1 Filter 1 Filter 1 Inverter 2 P1 Vd 1 Vq1 0 0 G11 B11 G12 B12 Vd 1 Q1 Vq1 Vd 1 0 0 B11 G11 B12 G12 Vq1 P2 0 0 Vd 2 Vq 2 G12 B12 G22 B22 Vd 2 Q2 0 0 Vq 2 Vd 2 B12 G12 B22 G22 Vq 2 Page|15
  • 16. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • The whole system  2 X2X5 X3X6 X3X5 X2X6 X1 1 X1 2 X2 X 32 3 4 2 X2 X 32 2 X2 X 32  2 X2X5 X3X6 X3X5 X2X6 X2 1X 2 X1 X 3 5X2 X2 X 32 6X2 7X2 2 X2 X 32 2 X2 X 32  2 X2X5 X3X6 X3X5 X2X6 X3 1X3 X1 X 2 5X3 X2 X 32 6X3 7 X3 2 X2 X 32 2 X2 X 32  X2X5 X3X6 X3X5 X2X6 X4 1X 4 2 X 52 2 X6 3 4 X 52 2 X6 X 52 2 X6  X2X5 X3X6 X3X5 X2X6 X5 1X5 X4X6 5X5 X 52 2 X6 6X5 7 X5 X 52 2 X6 X 52 2 X6  X2X5 X3X6 X3X5 X2X6 X6 1 X6 X4X5 5 X 6 X 52 2 X6 6 X6 7 X6 X 52 2 X6 X 52 2 X6 Page|16
  • 17. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Study of Stability for the Microgrid by means of Lyapunov’s method Page|17
  • 18. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • System   I1 I2 Z3 Renewable Renewable Source 1 Source 2   V1 Z1 Z2 V2 Inverter 1 Filter 1 Filter 1 Inverter 2 Variable Value unit Line transmission (Z3) 0.5+3i Ω Local load (Z1) 13+6i Ω Local load (Z2) 25+13i Ω Cut-off freq. of measuring filter (ωf) 37.7 rd/s Frequency droop coefficient (kp) 0.0005 rd/s/W Voltage droop coefficient (kv) 0.0005 V/VAR Nominal frequency 377 rd/s Page|18
  • 19. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Study of Stability for the Microgrid by means of Lyapunov’s method f (0) 0 • Lyapunov‘s Funtion 2 2 2 2 AX 12 X2 X3 2 CX 4 X5 X6 V (X ) B D 2 2 2 2 k X 2 X 3 k X5 X6 V (0) 0 V (X ) 0 X Page|19
  • 20. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Lyapunov‘s Funtion 2 2 2 2 AX 12 X2 X3 2 CX 4 X5 X6 V (X ) B D 2 2 2 2 k X 2 X 3 k X5 X6 V (0) 0 V (X ) 0 X d V (X ) 0 dt V (X )  V (X )  V (X )  V (X )  V (X )  V (X )  X1 X2 X3 X4 X5 X6 0 X1 X2 X3 X4 X5 X6 Page|20
  • 21. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Using Matlab for find the values  AX1 X 1 BX 2 X 2 1/ 2  X2X2 C X 2 X 2 1/ 2  DX 3 X 3  CX 4 X 4 2 3 2 3 E X 2 X 2 1/ 2  X5 X5 F X 2 X 2 1/ 2  X6X6 0 5 6 5 6 Page|21
  • 22. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Eigenvalues of lineal system  ~ ~ X A X 37.7 0.466 0.936 0 0.157 0.944 0 36.57 0.217 0 0.94 0.157 154.5 0 0 0 0 0 A 0 0.097 0.956 37.7 0.34 0.97 0 0.954 0.097 9.86 36.5 2.42 0 0.061 0.006 154.9 2.32 0.15 1 0; 2 10.8; 3 26.9; 4 35.7 5 37.7; 6 37.5; Page|22
  • 23. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Simulation results of a DG Microgrid system by means of Power Electronics tools P Power Elect. model Q Power Elect. model 2200 1000 2100 2000 500 1900 VAR kW 1800 0 1700 L=8mH L=8mH 1600 L=0.5mH L=5mH L=5mH L=0.5mH 1500 -500 0.5 1 1.5 2 0.5 1 1.5 2 t(s) t(s) Page|23
  • 24. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Simulation results of a DG Microgrid system by means of Nonlineal model. P Nonlineal Model Q Nonlineal Model 2200 1000 2100 2000 500 VAR kW 1900 1800 0 1700 L=8mH L=8mH L=5mH L=5mH L=0.5mH L=0.5mH 1600 -500 0.5 1 1.5 2 0.5 1 1.5 2 t(s) t(s) Page|24
  • 25. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Study of stability by means of Lyapunov function and root locus plot. Lyapunov function Plot Root locus Plot 0 30 L=0.5mH L=0.5mH -2 20 -4 -6 L=8mH 10 L=8mH -8 L=0.5mH -10 0 0 L=8mH L=0.5mH -12 -10 L=8mH -14 -16 -20 -18 L=8mH L=0.5mH -20 -30 0 0.2 0.4 0.6 -40 -30 -20 -10 0 10 t(s)  V (X ) 0 Page|25
  • 26. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone • Conclusions • A nonlinear state-space model of a Microgrid. • It has analyzed the model by means of both stability studies: Lyapunov function and root locus plot. • Using that Lyapunov function, we can determined the region of asymptotic stability. Page|26
  • 27. Study of transient stability for parallel connected inverters in Microgrid system works in stand-alone Thank you for your Attention Page|27