Smart Micro Grid

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    P,

    UNICAMP UNESP, A 2012

    G E

    1

    P , A CD I E

    U P

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    O1. F

    2. T

    3. S

    4. T

    5. C

    P,

    2

    6. I 7. M

    8. O

    9. O I

    10. D 11. D

    12. S

    13. C

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    P,

    UNICAMP UNESP, A 2012

    G E

    3

    1. F

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    F

    P

    (

    1. F

    , )

    C ()

    U

    I (

    )

    N

    4

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    L

    D E R(DER)

    B

    1. F

    ,

    M

    I

    5

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    D

    E

    1. F

    B

    I , ,

    I

    6

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    B

    ( ,

    1. F

    C

    DER (P, , )

    I

    7

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    P,

    UNICAMP UNESP, A 2012

    G E

    8

    2.

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    MV/LV

    SubstationResidential 1

    LOAD

    Residential 1

    LOAD + PV DG +

    ES

    G D:A S G

    ,

    L M =

    M/L

    &

    2. T

    L

    EG

    EG

    EG

    EG

    EG

    EG

    EG

    Residential 1LOAD + PV

    and WIND DGs

    3

    Combustion

    Backup

    Generator andES

    Fuel Cell

    backup unit

    Industrial 3LOAD + PV DG

    Distribution and

    communication

    line(s)

    9

    .

    DER

    (EPP,

    )

    ,

    (EG = E G).EG

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    E &

    G

    F

    R

    I

    I

    2. T

    E

    L

    &

    S

    D N

    N ,

    N

    P: T INENE ENEG 10

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    E

    M

    I

    I ICT

    2. T

    I

    R

    R

    A

    P (

    )

    11

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    UE R UE R (CIGRE 2010)(CIGRE 2010)

    2. T

    S S (JRC 2011)(JRC 2011)

    12

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    P,

    UNICAMP UNESP, A 2012

    G E

    13

    3.

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    EEGG

    EE

    EE

    GG

    II

    3. M

    G

    GG

    EEGG

    EE

    GG EEGG

    EE

    GG

    14

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    3. M

    D

    A , ..,

    (DER)

    E G (EG)

    P , , , , , .

    (EPP),

    ,

    15

    , ,

    .

    P

    P & EG

    D

    EG DER

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    O ICT

    DC/DC

    DC/DC

    I

    P E

    P

    B P

    O

    E

    M

    /B

    PLC?

    GRID

    3. M

    E G

    M C

    P

    RT

    S

    P

    FH

    A L

    S

    M

    I

    G

    N

    A

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    M

    /

    S

    P Q

    ( )

    () ()

    () ()

    C

    G

    (

    )

    () ()

    16

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    E

    P

    E

    GRID

    3. M

    I

    C

    G

    I/O INTERFACE

    , EG

    E

    M , ,

    ,

    , .

    T

    17

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    P,

    UNICAMP UNESP, A 2012

    G E

    19

    4.

    S

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    R , P

    PCC

    E

    6A POE

    CONEE

    PP

    4. T

    E

    PBATTM

    (RL)4 PS

    15

    BP,QLOADS

    LOAD

    P,QGENP,QABS

    20

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    4.5

    5Loads and PV generation

    Pload

    PPV

    PCC

    4P

    S

    6A POE

    CONEE

    15

    PP

    PBATT

    P,QGEN

    P,QLOADS

    4. T

    P

    1 2 3 4 5 6 7 8 9 101112 13141516 1718 19 2021 22 23 240

    0.5

    1

    1.5

    2

    2.5

    3

    3.5

    time [h]

    kW

    B

    LOAD

    21

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    A

    PBATT = 0: PABS=PLOADSPP

    3Active power demand from the grid without battery

    Instantaneous

    mean

    PCC

    4P

    6A POE

    CONEE

    PP

    P

    P,QGENPABS

    PPABAB

    4. T

    P

    1 2 3 4 5 6 7 8 9 101112131415161718192021222324-3

    -2

    -1

    0

    1

    2

    time [h]

    kW

    15

    BP,QLOADS

    LOAD

    22

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    4. T

    D

    80

    100

    120

    140Distribution loss without battery

    Instantaneous

    mean

    1 2 3 4 5 6 7 8 9 1011121314151617181920212223240

    20

    40

    60

    time [h]

    W

    23

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    0.8

    1Active power demand from the grid with battery

    Instantaneous

    mean

    PPABAB=P=PLOADLOADPPPPPPBABA

    PCC

    4P

    6A POE

    CONEE

    PP

    P,QGENPABS

    L PL PABAB= P= PABAGABAG( )( )

    4. T

    P

    1 2 3 4 5 6 7 8 9 101112131415161718192021 222324-1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    0.2

    0.4

    .

    time [h]

    kW

    15

    B

    BATT

    P,QLOADS

    LOADDD

    CC

    24

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    1

    2

    3Power from the battery

    6A POECONEE

    4. T

    D

    DD

    1 2 3 4 5 6 7 8 9 101112131415161718192021222324-3

    -2

    -1

    0

    time [h]

    k

    15

    B

    BATT

    CC

    25

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    12

    14

    16Energy in the battery

    C C

    4. T

    D

    1 2 3 4 5 6 7 8 9 1011121314151617181920212223242

    4

    6

    8

    time [h]

    kW

    h

    CC

    DD

    D D

    26

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    D

    85% (

    )

    4. T

    D

    10

    15Distribution loss with battery

    Instantaneous

    mean

    1 2 3 4 5 6 7 8 9 1011121314151617181920212223240

    5

    time [h]

    W

    1 2 3 4 5 6 7 8 9 1011 12 1314 15 16 1718 19 2021 22 23 240

    20

    40

    60

    80

    100

    120

    140

    Distribution loss without battery

    time [h]

    W

    Instantaneous

    mean

    27

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    L (E G) R

    R P

    E (UPS )

    4. T

    D

    28

    P

    M (U I + E G) E &

    S P

    P

    C OI

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    P,

    UNICAMP UNESP, A 2012

    G E

    29

    5. C

    5 C

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    L (E G) E ( )

    M ( )

    ( & )

    R &

    5. C

    C

    30

    M (U I + E G) S

    A

    L (S ) M &

    M

    M

    5 C

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    Distributed ControlDistributed ControlDistributed ControlDistributed Control

    Energy MarketEnergy MarketEnergy MarketEnergy Market

    5. C

    H

    31

    P

    Local controlLocal controlLocal controlLocal control ofpower convertersand generators

    cooperation rulesof distributed units)

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    UNICAMP UNESP, A 2012

    G E

    32

    6. I

    6 I

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    6. I

    I

    S

    :

    1. C :

    33

    P ) . T C ( P) .

    2. :

    (UPS ,

    ). T

    C .

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    CDC

    Q1

    VDC

    Q2

    Q 3

    Q4

    +

    VGRID

    IGRID

    L

    ES

    &

    D

    P

    QC C /

    PCI

    PM G

    dI

    -

    +

    C

    O DC

    P

    34

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    C

    I

    CDC

    Q1

    VDC

    Q3

    + VGRIDIGRID

    LC

    ES

    &

    D

    P

    Q

    - + O

    35

    2 Q4

    PM G

    d

    I +

    C

    G

    L

    , PQ,

    .)

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    F

    (.., P ) , ..,

    (=1);

    A GID IGID,

    :

    &&GRIDGRID

    I , ,

    GRIDV&

    GRIDI&

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    eII

    eVV

    =

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    RMS

    iv =

    36

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    C P

    :

    jQPIVS GRIDGRID +==*&&&

    == *j&

    Q

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    P

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    P

    Q

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    P,

    UNICAMP UNESP, A 2012

    G E

    39

    7. M

    S

    7. M

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    M (1)

    T , .

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    A: PCC

    VjjUV ratedPCC 02300 +=+=&

    A:

    ,

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    41

    PCC .

    PCCVV

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    I (1)

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    I (2)

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    P

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    K (2)

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    K (3)

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    48

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    (2)

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    49

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    (3)

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    50

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    7. M

    D

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    T :

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    51

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    7. M

    E ( )

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    E (1)

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    52

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    7. M

    E (2)

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    ( ) PRPARAR TTgrid == 11

    E (2)

    T=

    = 0011

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    1

    Branch impedances

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    53

    MR :

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    E (3)

    Branch impedances

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    54

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    7. M

    L G (3)

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    llll&&&&&& +++= 2

    T (

    ).

    I , ,

    .

    S , :Tt

    t

    =

    ll

    7. M

    L G (4)

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    ( ) ( ) IRJJRIJ

    P t**td &&&&& ll

    lllll

    lll +==++=

    10220

    L G (4)

    T ,

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    :

    58

    ( ) *T*tT*tt

    T

    d JRJIJIIP lll

    llll&&&&&& +++= 2

    ( ) *meshgrid

    T*tT

    t

    T*t

    t

    T

    d IRIIRIIIP &&&&&&

    ll

    l

    l

    l=

    +=

    1

    T

    UNICAMP UNESP, A 2012

    G E

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    P,

    G E

    59

    8. O

    8. O

    O

  • 8/13/2019 Smart Micro Grid

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    I ,

    ( ). T :

    T

    T T ; :

    T ,

    O

    60

    T ,

    T

    T ,

    ( ) . H,

    .

    8. O

    D L M (1)

  • 8/13/2019 Smart Micro Grid

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    ( )

    I :

    L

    G (A) (Z)

    EPP

    LIKI

    IKI

    pp

    aa

    &&

    &&

    =

    = Na ( )

    Np ()

    61

    *

    grid

    T

    d IRIP &&=

    *

    pp,p

    T

    p

    *

    pp,a

    T

    a

    *

    aa,a

    T

    ad IRIIRIIRIP &&&&&& +

    = 2

    D :

    O

    F Ia Pd Ip

    T

    a,pp,aTpgridpp,p

    Tagridpa,p

    T

    pgridap,a

    T

    agridaa,a

    RRKRKR,KRKR

    KRKR,KRKR

    ===

    ==

    :

    6. O

    D L M (2)

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    00220

    0220

    0 =

    ==

    ==

    =

    pp,aaa,a

    p,aa,ad

    p,aa,ad

    a

    d IRIRbRyR

    y

    P

    aRxRx

    P

    I

    P&&&

    yjxIa +=& bjaIp +=

    &

    && 1=

    ( )

    L:

    62

    pp,aa,aopt,a

    O :

    A ,

    , (

    )

    T ()

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    8. O

    A (1)

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    ( )

    1LpI&

    2LaI&

    2GaI&

    3GaI&

    3aI&

    2aI&

    4LpI&

    1Z&

    2Z&

    3Z&

    4Z&

    Branch impedances

    Z1 1+j1

    Z2 2+j2

    Z3 3+j3

    Z4 4+j4

    Load currents

    ILp1 5+j5 A

    63

    ILa2 10+j10 A

    ILp4 15+j15 A

    S , 2 3

    EP 1:R

    =

    1100

    0101

    0011

    0001

    A

    B

    N

    8. O

    A (2)

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    0001

    ( )

    =

    1101

    0101

    0011

    0001

    1AEP 2: I

    64

    EP 3: M :

    =

    4000

    0300

    0020

    R

    ( )Tgrid ARAR 11 =EP 4: M

    =

    8411

    4411

    1131

    1111

    gridR

    8. O

    A (3)

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    65/102

    G , (

    ) IL:

    [ ] W53500

    1010

    55

    4411

    1131

    1111

    15150101055 =

    +++== j

    j

    jjjIRIP *

    Lgrid

    T

    Ldo&&

    ( )

    65

    EP 5: M Ka Kp(

    =

    =1000

    0001

    0100

    0010pa KK

    =

    =

    =

    =

    81

    11

    41

    11

    41

    11

    41

    13

    p,pa,p

    p,aa,a

    R,R

    R,R

    EP 6: S Rgrid

    T

    pgridpp,p

    T

    agridpa,p

    T

    pgridap,a

    T

    agridaa,a

    KRKR,KRKR

    KRKR,KRKR

    ==

    ==

    8. O

    A (4)

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    =

    +

    +

    ==

    909115909115

    1.36261.3636

    1515

    55

    41

    11

    41

    131

    1

    .j.

    j

    j

    jIRRI pp,aa,aopt,a&&

    EP 7: C

    Ip . L:

    T :

    +

    +=

    =

    1515

    55

    4

    1

    j

    j

    I

    II

    Lp

    Lpp &

    &&

    66

    +

    +=

    +=

    =

    909115909115

    11.362611.3636

    909115909115

    1.36261.3636

    0

    1010

    3

    2

    33

    22

    .j.

    j

    .j.

    jj

    I

    I

    II

    III

    Ga

    Ga

    GaLa

    GaLa

    a &

    &

    &&

    &&&

    I , Ia

    (ILa) (IGa). T:

    EP 8: C

    1827.3W2 =+

    +=

    *

    pp,p

    T

    p

    *

    pp,a

    T

    a

    *

    aa,a

    T

    aopt,d IRIIRIIRIP &&&&&&

    8. O

  • 8/13/2019 Smart Micro Grid

    67/102

    T

    . I , :

    , (i0 = 0)

    ,

    ,

    67

    ,

    , ,

    ,

    ,

    UNICAMP UNESP, A 2012

    G E

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    P,

    68

    9. O I

    9. O I

    I

  • 8/13/2019 Smart Micro Grid

    69/102

    T .

    I

    .

    T (PLC) ,

    .

    69

    , ,

    . T

    , .

    T

    .

    H,

    ,

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    .

    S

    9. O I

    N

  • 8/13/2019 Smart Micro Grid

    70/102

    N

    N

    PIME

    (PI

    M E)

    PIME :

    D

    OFDM

    70

    T CENELEC A ,

    45H92H 97

    MAC

    (PRIME

    )N : PLC OA ( O

    A), 1

    S MG F DEI

    S=OFDM 288

    M

  • 8/13/2019 Smart Micro Grid

    71/102

    T ( ),

    .

    I ,

    . I , .

    N ,

    PLC

    A (OA)

    71

    N

    .

    = 2+

    T

    =/, .

    T:2

    )( Tcd AAB

    =

    D

    1.510

  • 8/13/2019 Smart Micro Grid

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    UNICAMP UNESP, A 2012

    G E

  • 8/13/2019 Smart Micro Grid

    73/102

    P,

    73

    10. D

    10. D

    I

  • 8/13/2019 Smart Micro Grid

    74/102

    I & ,

    , ,

    .

    T , ,

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    .

    ( ), .

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    T, ,

    .T , ..,

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    74

    10. D

  • 8/13/2019 Smart Micro Grid

    75/102

    T

    ().

    ,

    ( ).

    ,

    . T

    .

    T EPP ()

    ( )

    M

    75

    10. D

    C

  • 8/13/2019 Smart Micro Grid

    76/102

    L rAB

    ,

    A B :

    ==K

    2&

    G

    AB, AB

    IAB(IBA).

    =

    =

    =K

    k

    *kkkAB

    k

    IIr

    0

    0

    &&

    =

    =

    +=

    =K

    k

    LBAk

    k

    LABk

    III

    III

    1

    1

    l

    l

    l

    l

    &&&

    &&&

    :

    D A B

    76

    10. D

    L (1)

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    77/102

    O :

    IABIBA

    AB

    00 =

    = LOSSLOSS PP

    &&

    T

    AB

    M:

    D A B

    BAAB

    =

    =

    =

    =K

    k

    AkkL

    AB

    optBA

    K

    kBkkL

    AB

    opt

    AB

    dId

    I

    dIdI

    1

    1

    1

    1

    &&

    &&

    BAoptBABA

    optABAB UU

    II

    II &&&&

    &&=

    =

    =

    77

    10. D

    L (2)

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    I , A B , :

    I

    C O

    D A B

    circ

    AB

    opt

    ABAB

    BAopt

    ABAB IIdz

    UU

    II

    &&

    &

    &&&&

    +=

    +=

    circ

    BA

    opt

    BAAB

    ABopt

    BABA IIdz

    UU

    II

    &&&

    &&&&

    +=

    +=

    78

    10. D

    L (2)

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    4434421&

    &&

    321&&&

    && circN

    optN I

    K

    k k

    kN

    I

    K

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    UUIII ===

    +==

    111

    T N

    :

    C

    D

    L1 LK

    D

    M

    ==

    ==

    ==

    K

    k k

    K

    k k

    koptNN

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    UUU

    III

    11

    10

    &&

    &&&

    &&& EPP

    EPP

    M

    79

    10. D

    N /

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    T

    (EPP )

    (), ,

    )

    = ==

    ===K

    k

    M

    m

    Nkm

    NkL

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    mdI

    dIII

    1 11

    1 &&&&

    N

    T

    (EPP )

    ,

    ( ),

    =

    =

    =

    = ==K

    k k

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    optNN

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    d

    U

    Z

    Z

    U

    UU

    1

    1

    1

    1

    11

    &

    &

    &

    &

    &&

    N

    T

    80

    10. D

    N /

  • 8/13/2019 Smart Micro Grid

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    = ==

    ===K

    k

    M

    m

    Nkm

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    k

    optNk

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    mdI

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    1 11

    1 &&&&

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    !

    I

    ,

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    =

    =

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    = ==K

    k k

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    optNN

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    d

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    81

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    I ,

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    .

    10. D

    C/ N

  • 8/13/2019 Smart Micro Grid

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    =

    =

    K

    k NkoptNN

    optNN

    dII

    UUz

    1

    1

    &&

    &&&

    Keq &&

    =

    11

    2. T T N

    1. G ,

    z

    ,

    N

    :

    optN

    eqN

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    oN

    k Nk

    IZUU

    d

    &&&& =

    =1

    (

    ) :

    3. T

    N : N

    eq

    N

    o

    NN

    IZUU &&&& +=

    ( )

    82

    10. D

  • 8/13/2019 Smart Micro Grid

    83/102

    NI&

    N

    NU&

    1U&

    2U&

    kU&

    KU&

    1NZ&

    2NZ&NkZ

    &

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    A ,

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    83

    , :1.

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    3. 4.

    5.

    ==

    K

    k Nk

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    k Nk

    koptN

    dd

    UU

    11

    1&&

    eqN

    NoptN

    NZ

    UUI

    &

    &&& =

    10. D

    C

  • 8/13/2019 Smart Micro Grid

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    NI&

    N

    NU&

    1U&

    2U&

    kU&

    KU&

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    2NZ&NkZ

    &

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    N:T

    ,

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    T bNk

    .

    T :

    T

    :

    84

    :k

    ]K,[k

    NkrefN UbU && = 1

    0,1],1[

    =

    kNKk

    kN bb

    =

    =K

    k NkNkNk

    ddb

    1

    11

    UNICAMP UNESP, A 2012

    G E

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    P,

    85

    11. D

    11. D

    I

  • 8/13/2019 Smart Micro Grid

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    C ,

    ,

    .

    M, (PMU, P M

    U), .

    86

    Q: ?

    ( )

    :B ,

    11. D

    P

  • 8/13/2019 Smart Micro Grid

    87/102

    C

    1. E m Pm Qm

    n :

    m

    N

    n

    nmn

    m

    eqm

    m

    N

    nnm

    nm

    mnm PP

    d

    dP

    dd

    PP ==

    =

    =

    = 1

    1

    0

    1

    4341

    87

    2. E n, ,

    :

    m

    N

    n

    nmn

    m

    eqm

    m

    N

    nnm

    nm

    mnm

    d

    QQd

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    dd

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    eqm

    ==

    =

    =

    = 1

    1

    0

    1

    ====

    ====M

    mnm

    eqm

    m

    M

    m

    nmn

    M

    mnm

    eqm

    m

    M

    m

    nmn

    d

    dQQQ

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    dPPP

    1111

    11. D

    P &

  • 8/13/2019 Smart Micro Grid

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    A ( ) ,

    ,

    .

    T ,

    .

    88

    D T

    .

    T

    .

    S

    11. D

    (1)

  • 8/13/2019 Smart Micro Grid

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    M T :

    ==

    =

    =N

    n nm

    nQ

    nm

    nQ

    m

    m

    n

    N

    n nm

    nP

    nm

    nP

    m

    n

    m ddQQ

    ddPP

    00

    ( ) ( ) ( ) ( ) 11 = kkkk nPminnPnPnPnP )1(/)( , = kPPk nMAXnnP

    :

    89

    = ( = 10 H)

    ( ) ( ) ( ) ( ) 11 = kkkk nPminnQnQnQnQ )1(/)( , = kQQk nMAXnnQ

    C (

  • 8/13/2019 Smart Micro Grid

    90/102

    M T :

    ==

    =

    =N

    n nm

    nQ

    nm

    nQ

    m

    m

    n

    N

    n nm

    nP

    nm

    nP

    m

    n

    m ddQQ

    ddPP

    00

    ( ) ( ) ( ) ( ) 11 = kkkk nPminnPnPnPnP )1(/)( , = kPPk nMAXnnP

    :

    90

    AT

    R

    L T

    ,

    C

    ( ) ( ) ( ) ( ) 11 = kkkk nPminnQnQnQnQ )1(/)( , = kQQk nMAXnnQ

    UNICAMP UNESP, A 2012

    G E

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    P,

    91

    12.

    12. S

  • 8/13/2019 Smart Micro Grid

    92/102

    A

    T

    M S .

    T

    .

    T

    ( ),

    .

    92

    18 L

    12. S

    E (1)

  • 8/13/2019 Smart Micro Grid

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    DG PMAX

    kW

    SMAX

    kVA

    G1 1 2

    G2 1 2

    G3 3 5

    G4 3 5

    G5 3 5

    Load Z=R+jL Power @

    230VRMS

    L1 5kW cos=0.91

    L2 5kW cos=0.91

    L3 2.5kW cos=0.96

    L4 2.5kW cos=0.96

    L5 2.5kW cos=0.96

    L6 5kW cos=0.91

    feeder..VM

    lResidentia

    0N

    1N

    2N

    3N

    4N

    5N

    6N

    7N

    8N

    9N 10N

    1B 2B

    3B

    4B

    6B 5B

    7B8B

    9B 10B

    2L

    3L

    4L

    5L

    2G

    3G

    4G

    5G

    18 L

    G7 10 15

    G8 10 15

    G9 10 15

    L7 10kW cos=0.80

    L8 10kW cos=0.80

    L9 10kW cos=0.80

    0230 = RMSph VV

    Workshop

    11N

    12N13N

    14N

    15N

    16N

    17N

    18N

    11B

    12B

    13B14B 15B 16B

    17B

    18B

    1L

    6L

    7L 8L

    9L

    1G

    6G

    7G 8G

    9G

    kWPRL 5.52= 0.857cos =RL

    kWPRG 55= kVASRG 85=

    L

    DE

    / EPP

    2240mmS=

    r = 0.08/km

    l = 255H/km

    = /4 rad T 1.8

    93

    12. S

    E (2)

    T

  • 8/13/2019 Smart Micro Grid

    94/102

    I : I OFF

    1.2kWmax

    =RPL:

    :

    1Generators nodes voltages - RMS value

    T ,

    .

    T :

    A (

    &

    0 1 2 3 4 5 6 7 8 90.94

    0.95

    0.96

    0.97

    0.98

    0.99

    Generator n

    p

    .u

    .

    I ,

    & (, ,, ),

    .

    P

    (

    & )

    94

    12. S

    (1)

    Total loss

  • 8/13/2019 Smart Micro Grid

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    A

    A T R , 9

    . E 9 , 500600

    700800

    900

    1000

    1100

    1200

    1300

    (W)

    Actual loss

    Theoretical minimum (1)

    Theoretical minimum (2)

    95

    A 100

    50%

    .

    0 1 2 3 4 5 6 7 8 9-90-70-50-30-10

    1030507090

    Injected active and reactive RMS currents

    (A)

    Generator n

    0 40 80 120 160 200 240 2800

    100200

    300

    Token Iteration

    4511

    12. S

    (2)

    Total loss

  • 8/13/2019 Smart Micro Grid

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    600

    700

    800

    900

    1000

    1100

    1200

    1300Total loss

    (W)

    Actual loss

    Theoretical minimum (1)

    Theoretical minimum (2)

    A T R , 9

    . E 9 ,

    A

    96

    0 1 2 3 4 5 6 7 8 9-90-70-50-30-10

    1030507090

    Injected active and reactive RMS currents

    (A)

    Generator n

    A 100

    50%

    0 40 80 120 160 200 240 2800

    100

    200300

    400

    Token Iteration

    116

    24

    .

    12. S

    C C (1)

    Total loss

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    C

    A

    A T R ,

    9

    . E 9 , 500600

    700800

    900

    1000

    1100

    1200

    1300

    (W)

    Actual loss

    Theoretical minimum (1)

    Theoretical minimum (2)

    0 1 2 3 4 5 6 7 8 9-90-70-50-30-10

    1030507090

    Injected active and reactive RMS currents

    (A)

    Generator n

    Active

    ReactiveA 100

    50%

    .

    0 20 40 60 80 100 120 140 160 180 2000

    100200

    300

    400

    Token Iteration

    116

    24

    97

    12. S

    C (2)

    Total loss

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    C

    M

    A

    -101030507090

    Injected active and reactive RMS currents

    (A)

    Without management

    500

    600

    700800

    900

    1000

    1100

    1200

    1300Total loss

    (W)

    Actual loss

    Theoretical minimum (1)

    Theoretical minimum (2)

    0 1 2 3 4 5 6 7 8 9-90-70-50-30-101030507090

    Injected active and reactive RMS currents

    (A)

    Generator n

    0 1 2 3 4 5 6 7 8 9

    -90-70-50-30

    Generator n

    With management

    0 1 2 3 4 5 6 7 8 9-90-70-50-30-101030

    507090

    Ideal Injected active and reactive RMS currents

    (A)

    Generator n

    Theoretical Optimum

    0 20 40 60 80 100 120 140 160 180 2000

    100

    200

    300

    Token Iteration

    11624

    98

    12. S

    P

  • 8/13/2019 Smart Micro Grid

    99/102

    A

    , :

    C PLO

    =928 (23% )

    C C PLO=935 (22% )

    99

    T , ..,

    . T

    ,

    .

    T

    ,

    ,

    .

    12. S

    P

    1300Total loss

  • 8/13/2019 Smart Micro Grid

    100/102

    400

    500

    600

    700800

    900

    1000

    1100

    1200

    1300

    (W)

    928

    Current loss

    Theoretical minimum (1)

    Theoretical minimum (2)

    C

    M

    ( )

    100

    0 20 40 60 80 100 120 140 160 180 2000

    100

    200

    300

    Token Iteration

    230

    A 100

    50%

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