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EXPERT SYSTEMS AND SOLUTIONS
     Email: expertsyssol@gmail.com
        expertsyssol@yahoo.com
          Cell: 9952749533
     www.researchprojects.info
    PAIYANOOR, OMR, CHENNAI
 Call For Research Projects          Final
 year students of B.E in EEE, ECE,
    EI, M.E (Power Systems), M.E
  (Applied Electronics), M.E (Power
              Electronics)
  Ph.D Electrical and Electronics.
Students can assemble their hardware in our
 Research labs. Experts will be guiding the
                 projects.
Power Flow Analysis


Well known as : Load Flow
The Power Flow Problem
   Power flow analysis is fundamental to the study of power
    systems.
   In fact, power flow forms the core of power system analysis.
   power flow study plays a key role in the planning of additions
    or expansions to transmission and generation facilities.
   A power flow solution is often the starting point for many other
    types of power system analyses.
   In addition, power flow analysis is at the heart of contingency
    analysis and the implementation of real-time monitoring
    systems.
Problem Statement


For a given power network, with known complex
power loads and some set of specifications or
restrictions on power generations and voltages, solve
for any unknown bus voltages and unspecified
generation and finally for the complex power flow in the
network components.
Network Structure
Power Flow Study Steps

1.   Determine element values for passive network
     components.
2.   Determine locations and values of all complex power
     loads.
3.   Determine generation specifications and constraints.
4.   Develop a mathematical model describing power flow
     in the network.
5.   Solve for the voltage profile of the network.
6.   Solve for the power flows and losses in the network.
7.   Check for constraint violations.
Formulation of the Bus Admittance Matrix

   The first step in developing the mathematical model
    describing the power flow in the network is the
    formulation of the bus admittance matrix.
    The bus admittance matrix is an n*n matrix (where n is
    the number of buses in the system) constructed from the
    admittances of the equivalent circuit elements of the
    segments making up the power system.
   Most system segments are represented by a combination
    of shunt elements (connected between a bus and the
    reference node) and series elements (connected
    between two system buses).
Bus Admittance Matrix

     Formulation of the bus admittance matrix follows two
     simple rules:
1.   The admittance of elements connected between node k
     and reference is added to the (k, k) entry of the
     admittance matrix.
2.   The admittance of elements connected between nodes
     j and k is added to the (j, j) and (k, k) entries of the
     admittance matrix.
    The negative of the admittance is added to the (j, k) and
     (k, j) entries of the admittance matrix.
Bus Admittance Matrix
Bus Admittance Matrix
Node-Voltage Equations

Applying KCL at each node yields:   Defining the Y’s as
The Y-Bus


The current equations reduced to   Where,




In a compact form
The General Form of the Load-Flow
Equations


   In Practice, bus powers Si is specified rather
    than the bus currents Ii .




   As a result, we have
Load-Flow Equations

   These are the static power flow equations. Each equation
    is complex, and therefore we have 2n real equations. The
    nodal admittance matrix current equation can be written
    in the power form:




    Let,
Load-Flow Equations

   Finally,




o This is known as NR (Newton – Raphson) formulation
Gauss Power Flow
We first need to put the equation in the correct form
                                         *
                             n             n
Si =    Vi I i*       = Vi  ∑ YikVk ÷ = Vi ∑ YikVk*
                                                 *

                            k =1          k =1
                             n                    n
S* = Vi* I i = Vi* ∑ YikVk = Vi* ∑ YikVk
 i
                            k =1                 k =1

S*       n                              n
 i
Vi*
    =   ∑ YikVk          = YiiVi +     ∑         YikVk
        k =1                         k =1,k ≠i

      1  S*       n     
Vi =      i* − ∑ YikVk ÷
     Yii  V
              k =1,k ≠i
                         ÷
                         
                  i
Difficulties

   Unless the generation equals the load at every bus, the
    complex power outputs of the generators cannot be arbitrarily
    selected.
   In fact, the complex power output of at least one of the
    generators must be calculated last, since it must take up the
    unknown “slack” due to the uncalculated network losses.
   Further, losses cannot be calculated until the voltages are
    known.
   Also, it is not possible to solve these equations for the
    absolute phase angles of the phasor voltages. This simply
    means that the problem can only be solved to some arbitrary
    phase angle reference.
Difficulties

   Suppose that SG4 is arbitrarily allowed to float or swing (in
    order to take up the necessary slack caused by the losses)
    and that SG1, SG2, SG3 are specified.
Remedies

   Now, with the loads known, the equations are seen as
    four simultaneous nonlinear equations with complex
    coefficients in five unknowns. (V1, V2, V3, V4 and SG4).


   Designating bus 4 as the slack bus and specifying the
    voltage V4 reduces the problem to four equations in four
    unknowns.
Remedies

   The slack bus is chosen as the phase reference for all
    phasor calculations, its magnitude is constrained, and the
    complex power generation at this bus is free to take up
    the slack necessary in order to account for the system
    real and reactive power losses.


   Systems of nonlinear equations, cannot (except in rare
    cases) be solved by closed-form techniques.
Load Flow Solution

   There are four quantities of interest associated with each bus:
     1. Real Power, P
     2. Reactive Power, Q
     3. Voltage Magnitude, V
     4. Voltage Angle, δ
   At every bus of the system, two of these four quantities will be
    specified and the remaining two will be unknowns.
   Each of the system buses may be classified in accordance
    with which of the two quantities are specified
Bus Classifications

Slack Bus — The slack bus for the system is a single bus for which the
   voltage magnitude and angle are specified.
   The real and reactive power are unknowns.
   The bus selected as the slack bus must have a source of both real
    and reactive power, since the injected power at this bus must “swing”
    to take up the “slack” in the solution.
   The best choice for the slack bus (since, in most power systems,
    many buses have real and reactive power sources) requires
    experience with the particular system under study.
   The behavior of the solution is often influenced by the bus chosen.
Bus Classifications
Load Bus (P-Q Bus) : A load bus is defined as any bus of the system
  for which the real and reactive power are specified.
 Load buses may contain generators with specified real and reactive
  power outputs;
 however, it is often convenient to designate any bus with specified
  injected complex power as a load bus.

Voltage Controlled Bus (P-V Bus) : Any bus for which the voltage
  magnitude and the injected real power are specified is classified as a
  voltage controlled (or P-V) bus.
 The injected reactive power is a variable (with specified upper and
  lower bounds) in the power flow analysis.
 (A P-V bus must have a variable source of reactive power such as a
  generator.)
Solution Methods

   The solution of the simultaneous nonlinear power flow
    equations requires the use of iterative techniques for
    even the simplest power systems.
   There are many methods for solving nonlinear equations,
    such as:
- Gauss Seidel.
- Newton Raphson.
- Fast Decoupled.
Guess Solution

   It is important to have a good approximation to the load-
    flow solution, which is then used as a starting estimate
    (or initial guess) in the iterative procedure.
   A fairly simple process can be used to evaluate a good
    approximation to the unknown voltages and phase
    angles.
   The process is implemented in two stages: the first
    calculates the approximate angles, and the second
    calculates the approximate voltage magnitudes.
Gauss Iteration Method
Gauss Iteration Example
Example: Solve x - x − 1 = 0
   x ( v +1) = 1 + x ( v )
Let k = 0 and arbitrarily guess x (0) = 1 and solve
   k       x(v )                  k      x (v )
   0       1                      5      2.61185
   1       2                      6      2.61612
   2       2.41421                7      2.61744
   3       2.55538                8      2.61785
   4       2.59805                9      2.61798
Stopping Criteria
A key problem to address is when to stop the
iteration. With the Guass iteration we stop when
   ∆x ( v ) < ε               with ∆x ( v ) @x ( v +1) − x ( v )
If x is a scalar this is clear, but if x is a vector we
need to generalize the absolute value by using a norm
   ∆x ( v )       <ε
              j
Two common norms are the Euclidean & infinity
                        n
   ∆x 2 =              ∑ ∆xi2               ∆x ∞ = max i ∆x i
                       i =1
Gauss Power Flow
We first need to put the equation in the correct form
                                         *
                             n             n
Si =    Vi I i*       = Vi  ∑ YikVk ÷ = Vi ∑ YikVk*
                                                 *

                            k =1          k =1
                             n                    n
S* = Vi* I i = Vi* ∑ YikVk = Vi* ∑ YikVk
 i
                            k =1                 k =1

S*       n                              n
 i
Vi*
    =   ∑ YikVk          = YiiVi +     ∑         YikVk
        k =1                         k =1,k ≠i

      1  S*       n     
Vi =      i* − ∑ YikVk ÷
     Yii  V
              k =1,k ≠i
                         ÷
                         
                  i
Example

A 100 MW, 50 Mvar load is connected to a generator
through a line with z = 0.02 + j0.06 p.u. and line charging
of 0.05 p.u on each end (100 MVA base). Also, there is a
25 Mvar capacitor at bus 2. If the generator voltage is 1.0
p.u., what is V2?
                     Z = 0.02 + j0.06




                                              25 MVar
            V= 1 0                 100+j50
Y-Bus


The unknown is the complex load voltage, V2 .
To determine V2 we need to know the Ybus .
         1
                 = 5 − j15
   0.02 + j 0.06
             5 − j14.95 −5 + j15 
Hence Ybus = 
              −5 + j15 5 − j14.70   
( Note B22 = - j15 + j 0.05 + j 0.25)
Solution

      1  S*      n     
V2 =      * − ∑ YikVk ÷
            2
     Y22  V2 k =1,k ≠i 
          1      -1 + j 0.5                     
V2 =                        − (−5 + j15)(1.0∠0) ÷
     5 − j14.70  V2   *
                                                 
Guess V2(0) = 1.0∠0 (this is known as a flat start)
v         V2( v )                 v         V2(v )
0     1.000 + j 0.000             3      0.9622 − j 0.0556
1     0.9671 − j 0.0568           4      0.9622 − j 0.0556
2     0.9624 − j 0.0553

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Circuitanly

  • 1. EXPERT SYSTEMS AND SOLUTIONS Email: expertsyssol@gmail.com expertsyssol@yahoo.com Cell: 9952749533 www.researchprojects.info PAIYANOOR, OMR, CHENNAI Call For Research Projects Final year students of B.E in EEE, ECE, EI, M.E (Power Systems), M.E (Applied Electronics), M.E (Power Electronics) Ph.D Electrical and Electronics. Students can assemble their hardware in our Research labs. Experts will be guiding the projects.
  • 2. Power Flow Analysis Well known as : Load Flow
  • 3. The Power Flow Problem  Power flow analysis is fundamental to the study of power systems.  In fact, power flow forms the core of power system analysis.  power flow study plays a key role in the planning of additions or expansions to transmission and generation facilities.  A power flow solution is often the starting point for many other types of power system analyses.  In addition, power flow analysis is at the heart of contingency analysis and the implementation of real-time monitoring systems.
  • 4. Problem Statement For a given power network, with known complex power loads and some set of specifications or restrictions on power generations and voltages, solve for any unknown bus voltages and unspecified generation and finally for the complex power flow in the network components.
  • 6. Power Flow Study Steps 1. Determine element values for passive network components. 2. Determine locations and values of all complex power loads. 3. Determine generation specifications and constraints. 4. Develop a mathematical model describing power flow in the network. 5. Solve for the voltage profile of the network. 6. Solve for the power flows and losses in the network. 7. Check for constraint violations.
  • 7. Formulation of the Bus Admittance Matrix  The first step in developing the mathematical model describing the power flow in the network is the formulation of the bus admittance matrix.  The bus admittance matrix is an n*n matrix (where n is the number of buses in the system) constructed from the admittances of the equivalent circuit elements of the segments making up the power system.  Most system segments are represented by a combination of shunt elements (connected between a bus and the reference node) and series elements (connected between two system buses).
  • 8. Bus Admittance Matrix Formulation of the bus admittance matrix follows two simple rules: 1. The admittance of elements connected between node k and reference is added to the (k, k) entry of the admittance matrix. 2. The admittance of elements connected between nodes j and k is added to the (j, j) and (k, k) entries of the admittance matrix.  The negative of the admittance is added to the (j, k) and (k, j) entries of the admittance matrix.
  • 11. Node-Voltage Equations Applying KCL at each node yields: Defining the Y’s as
  • 12. The Y-Bus The current equations reduced to Where, In a compact form
  • 13. The General Form of the Load-Flow Equations  In Practice, bus powers Si is specified rather than the bus currents Ii .  As a result, we have
  • 14. Load-Flow Equations  These are the static power flow equations. Each equation is complex, and therefore we have 2n real equations. The nodal admittance matrix current equation can be written in the power form: Let,
  • 15. Load-Flow Equations  Finally, o This is known as NR (Newton – Raphson) formulation
  • 16. Gauss Power Flow We first need to put the equation in the correct form *  n  n Si = Vi I i* = Vi  ∑ YikVk ÷ = Vi ∑ YikVk* *  k =1  k =1 n n S* = Vi* I i = Vi* ∑ YikVk = Vi* ∑ YikVk i k =1 k =1 S* n n i Vi* = ∑ YikVk = YiiVi + ∑ YikVk k =1 k =1,k ≠i 1  S* n  Vi =  i* − ∑ YikVk ÷ Yii  V  k =1,k ≠i ÷  i
  • 17. Difficulties  Unless the generation equals the load at every bus, the complex power outputs of the generators cannot be arbitrarily selected.  In fact, the complex power output of at least one of the generators must be calculated last, since it must take up the unknown “slack” due to the uncalculated network losses.  Further, losses cannot be calculated until the voltages are known.  Also, it is not possible to solve these equations for the absolute phase angles of the phasor voltages. This simply means that the problem can only be solved to some arbitrary phase angle reference.
  • 18. Difficulties  Suppose that SG4 is arbitrarily allowed to float or swing (in order to take up the necessary slack caused by the losses) and that SG1, SG2, SG3 are specified.
  • 19. Remedies  Now, with the loads known, the equations are seen as four simultaneous nonlinear equations with complex coefficients in five unknowns. (V1, V2, V3, V4 and SG4).  Designating bus 4 as the slack bus and specifying the voltage V4 reduces the problem to four equations in four unknowns.
  • 20. Remedies  The slack bus is chosen as the phase reference for all phasor calculations, its magnitude is constrained, and the complex power generation at this bus is free to take up the slack necessary in order to account for the system real and reactive power losses.  Systems of nonlinear equations, cannot (except in rare cases) be solved by closed-form techniques.
  • 21. Load Flow Solution  There are four quantities of interest associated with each bus: 1. Real Power, P 2. Reactive Power, Q 3. Voltage Magnitude, V 4. Voltage Angle, δ  At every bus of the system, two of these four quantities will be specified and the remaining two will be unknowns.  Each of the system buses may be classified in accordance with which of the two quantities are specified
  • 22. Bus Classifications Slack Bus — The slack bus for the system is a single bus for which the voltage magnitude and angle are specified.  The real and reactive power are unknowns.  The bus selected as the slack bus must have a source of both real and reactive power, since the injected power at this bus must “swing” to take up the “slack” in the solution.  The best choice for the slack bus (since, in most power systems, many buses have real and reactive power sources) requires experience with the particular system under study.  The behavior of the solution is often influenced by the bus chosen.
  • 23. Bus Classifications Load Bus (P-Q Bus) : A load bus is defined as any bus of the system for which the real and reactive power are specified.  Load buses may contain generators with specified real and reactive power outputs;  however, it is often convenient to designate any bus with specified injected complex power as a load bus. Voltage Controlled Bus (P-V Bus) : Any bus for which the voltage magnitude and the injected real power are specified is classified as a voltage controlled (or P-V) bus.  The injected reactive power is a variable (with specified upper and lower bounds) in the power flow analysis.  (A P-V bus must have a variable source of reactive power such as a generator.)
  • 24. Solution Methods  The solution of the simultaneous nonlinear power flow equations requires the use of iterative techniques for even the simplest power systems.  There are many methods for solving nonlinear equations, such as: - Gauss Seidel. - Newton Raphson. - Fast Decoupled.
  • 25. Guess Solution  It is important to have a good approximation to the load- flow solution, which is then used as a starting estimate (or initial guess) in the iterative procedure.  A fairly simple process can be used to evaluate a good approximation to the unknown voltages and phase angles.  The process is implemented in two stages: the first calculates the approximate angles, and the second calculates the approximate voltage magnitudes.
  • 27. Gauss Iteration Example Example: Solve x - x − 1 = 0 x ( v +1) = 1 + x ( v ) Let k = 0 and arbitrarily guess x (0) = 1 and solve k x(v ) k x (v ) 0 1 5 2.61185 1 2 6 2.61612 2 2.41421 7 2.61744 3 2.55538 8 2.61785 4 2.59805 9 2.61798
  • 28. Stopping Criteria A key problem to address is when to stop the iteration. With the Guass iteration we stop when ∆x ( v ) < ε with ∆x ( v ) @x ( v +1) − x ( v ) If x is a scalar this is clear, but if x is a vector we need to generalize the absolute value by using a norm ∆x ( v ) <ε j Two common norms are the Euclidean & infinity n ∆x 2 = ∑ ∆xi2 ∆x ∞ = max i ∆x i i =1
  • 29. Gauss Power Flow We first need to put the equation in the correct form *  n  n Si = Vi I i* = Vi  ∑ YikVk ÷ = Vi ∑ YikVk* *  k =1  k =1 n n S* = Vi* I i = Vi* ∑ YikVk = Vi* ∑ YikVk i k =1 k =1 S* n n i Vi* = ∑ YikVk = YiiVi + ∑ YikVk k =1 k =1,k ≠i 1  S* n  Vi =  i* − ∑ YikVk ÷ Yii  V  k =1,k ≠i ÷  i
  • 30. Example A 100 MW, 50 Mvar load is connected to a generator through a line with z = 0.02 + j0.06 p.u. and line charging of 0.05 p.u on each end (100 MVA base). Also, there is a 25 Mvar capacitor at bus 2. If the generator voltage is 1.0 p.u., what is V2? Z = 0.02 + j0.06 25 MVar V= 1 0 100+j50
  • 31. Y-Bus The unknown is the complex load voltage, V2 . To determine V2 we need to know the Ybus . 1 = 5 − j15 0.02 + j 0.06 5 − j14.95 −5 + j15  Hence Ybus =   −5 + j15 5 − j14.70   ( Note B22 = - j15 + j 0.05 + j 0.25)
  • 32. Solution 1  S* n  V2 =  * − ∑ YikVk ÷ 2 Y22  V2 k =1,k ≠i  1  -1 + j 0.5  V2 =  − (−5 + j15)(1.0∠0) ÷ 5 − j14.70  V2 *  Guess V2(0) = 1.0∠0 (this is known as a flat start) v V2( v ) v V2(v ) 0 1.000 + j 0.000 3 0.9622 − j 0.0556 1 0.9671 − j 0.0568 4 0.9622 − j 0.0556 2 0.9624 − j 0.0553