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International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169
Volume: 5 Issue: 7 841 – 845
_______________________________________________________________________________________________
841
IJRITCC | July 2017, Available @ http://www.ijritcc.org
_______________________________________________________________________________________
A Hybrid Method for Load flow Calculation based on
LVDC Power Distribution Networks
Priyal Kumari1
Varsha Mehar2
MTech scholar1
& Assistant Professor2
Department of Electrical Engineering, Bhabha College of Engineering (RKDF), Bhopal
Abstract- Low voltage direct current (LVDC) distribution system stability, supply security and power
quality are evaluated by computational modelling and measurements on an LVDC research platform.
Computational models for the LVDC organize investigation are created. The LVDC arrange control
misfortune model is produced in a MATLAB domain and is prepared to do quick estimation of the system
and segment influence misfortunes. The model integrates analytical equations that describe the power loss
mechanism of the network components with power flow calculations. For an LVDC network research
platform, a monitoring and control software solution is developed. The solution is used to deliver
measurement data for verification of the developed models and analysis of the modelling results. In the
work, the power loss mechanism of the LVDC network components and its main dependencies based on
hybrid method is described. Energy loss distribution of the LVDC network components is presented.
Keywords- LVDC, MATLAB, Hybrid.
__________________________________________________*****_________________________________________________
I. INTRODUCTION
Current trend show that overall power
dissemination systems are encountering a change
towards direct-present (DC) at both era and
utilization level. This propensity is fueled by the
upheaval of different electronic burdens and, in
the meantime, with the battle to meet the high set
objectives for offer of sustainable power sources
(RESs) in fulfilling absolute request. RESs work
either locally at DC or have a DC connect in the
heart of their energy electronic interface, while the
end point association of electronic burdens,
batteries and power modules is only DC.
A load flow study is especially valuable for a
system with multiple load centers, such as a
refinery complex. The power flow study is an
analysis of the system’s capability to adequately
supply the connected load. The total system
losses, as well as individual line losses, also are
tabulated. Transformer tap positions are selected
to ensure the correct voltage at critical locations
such as motor control centers. Performing a load
flow study on an existing system provides insight
and recommendations as to the system operation
and optimization of control settings to obtain
maximum capacity while minimizing the
operating costs.
International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169
Volume: 5 Issue: 7 841 – 845
_______________________________________________________________________________________________
842
IJRITCC | July 2017, Available @ http://www.ijritcc.org
_______________________________________________________________________________________
Fig. 1 Basic LVDS circuit operation
The results of such an analysis are in terms of
active power, reactive power, magnitude and
phase angle. Furthermore, power-flow
computations are crucial for optimal operations of
groups of generating units.
II. BACKGROUND
The background of load flow analysis in power
system is two types-
A. Conventional Methods of Power Study
(i) Y-matrix Iterative Lad Flow Methods
(ii)Z-matrix Load Flow Methods
(iii)Newton Raphson Method
(iv)Fast Decoupled Method
B. Non Conventional Methods of Power
Flow Study
(i)Fuzzy Logic Method
(ii)Artificial Neural Network Method
(iii)Other Miscellaneous Methods IEEE
14- bus and IEEE 39-bus
III. LOADING POINT
DETERMINATION BY HYBRID
APPROACH
Fig. 2 Flow Chart
In such approach we are using hybrid method for
load flow calculation. In hybrid approach Newton
Raphson Method , Gauss–Seidel method and Fast
Decoupled Method are used.
Fig. 3 Load flow in LVDC distribution system
A LVDC circulation framework develops of
energy electronic converters and DC interface
between the converters. The topology of LVDC
conveyance framework can have diverse sort of
varieties. Basic to these diverse topologies are that
AC/DC change is constantly situated close MV
line. The DC/AC transformation can rather be
situated at various areas. Contingent upon the area
the LVDC framework can be either a HVDC
interface sort arrangement or a wide LVDC
conveyance locale where the DC/AC change is
made at the client closes. The wide LVDC
dissemination locale can be contrasted with
existing LVAC organize topology with different
International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169
Volume: 5 Issue: 7 841 – 845
_______________________________________________________________________________________________
843
IJRITCC | July 2017, Available @ http://www.ijritcc.org
_______________________________________________________________________________________
branches. For this situation there is no
requirement for particular 3-stage AC arrange on
the grounds that the AC lines have been
supplanted with DC lines.
IV. SIMULATION & RESULT
All the simulation are performed in MATLAB
Version: 8.3.0.532 with one network.
The simulation results are as follows-
Fig.4 No of iteration with error relation
In above Convergence from random initial points
with this simulation we can conclude the load
flow converge for any initial point. Select an
initial point, and then use the method for 5
iterations. Finally plot the error in each case. The
error is less than 3x10E-8 no matter the initial
point
Bus Admittance Matrix
2.1569 - 8.6275i -0.5882 + 2.3529i 0.0000 +
0.0000i -0.3922 + 1.5686i -1.1765 + 4.7059i
-0.5882 + 2.3529i 2.3529 - 9.4118i -1.1765 +
4.7059i -0.5882 + 2.3529i 0.0000 + 0.0000i
0.0000 + 0.0000i -1.1765 + 4.7059i 2.3529 -
9.4118i 0.0000 + 0.0000i -1.1765 + 4.7059i
-0.3922 + 1.5686i -0.5882 + 2.3529i 0.0000 +
0.0000i 0.9804 - 3.9216i 0.0000 + 0.0000i
-1.1765 + 4.7059i 0.0000 + 0.0000i -1.1765 +
4.7059i 0.0000 + 0.0000i 2.3529 - 9.4118i
Table: 1 Detail of using network
Network
From to R km
Type P load or G
load
1 2 0.0050 Type R 0.00
2 3 0.0015 Type P -0.80
2 4 0.0020 Type P -1.30
4 5 0.0018 Type P 0.50
2 6 0.0023 Type R 1/2.00
6 7 0.0017 Type P 0.00
7 8 0.0021 Type P 0.30
7 9 0.0013 Type P -0.70
3 10 0.0015 Type R 1/1.25
Fig. 5 Voltage vs LoadxP Nom Graph
Fig.6 No of Iteration with value of alfa
Result for a high load system ,Now we change the
load of the system
The load increases in steps = paso until 20 times
the nominal load!
We plot the required iterations, the value of alpha
and the losses of the system. Of course, for
paso=20 the system is close to voltage collapse
International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169
Volume: 5 Issue: 7 841 – 845
_______________________________________________________________________________________________
844
IJRITCC | July 2017, Available @ http://www.ijritcc.org
_______________________________________________________________________________________
All Values are in p.u. and Angles in degrees
Now initial and final result are showing in table
no 2 and table no. 3
Table 2 Different parameters at initial condition
Initial Voltage Vector
BusNumber Magnitude Angle
1 1.02 0
2 1 0
3 1.04 0
4 1 0
5 1 0
Table 3 Different parameters at Final condition
Final Voltage Vector
BusNumber Magnitude Angle
1 1.02 0
2 0.97652 -4.9441
3 1.04 1.1921
4 0.96883 -8.9032
5 0.99845 -2.6301
V. CONCULSION
Consequently Computational models for
the LVDC organize investigation are
produced. The LVDC organize control
misfortune model is produced in a MATLAB
situation and result demonstrates that it is
prepared to do quick estimation of the system
and part influence misfortunes. The model
incorporates systematic conditions that depict
the power misfortune instrument of the system
segments with influence stream computations.
For a LVDC organize look into stage, a
checking and control programming
arrangement is produced. The arrangement is
utilized to convey estimation information for
check of the created models and investigation
of the demonstrating comes about. In the
work, the power misfortune instrument of the
LVDC organizes segments and its principle
conditions in light of crossover strategy are
depicted.
REFERENCE
[1] Catalina Gómez-Quiles, Member, IEEE,
Antonio Gómez-Expósito, Fellow, IEEE, and
Walter Vargas Computation of Maximum
Loading Points via the Factored Load Flow
IEEE TRANSACTIONS ON POWER
SYSTEMS, VOL. 31, NO. 5, SEPTEMBER
2016
[2] Y. Dai, J. D. McCalley, and V. Vittal,
“Simplification, expansion and enhancement
of direct interior point algorithm for power
system maximum loadability,” IEEE Trans.
Power Syst., vol. 15, no. 3, pp. 1014–1021,
Aug.
[3] I. A. Hiskens and R. J. Davy, “Exploring the
power flow solution space boundary,” IEEE
Trans. Power Syst., vol. 16, no. 3, pp. 389–
395, Aug. 2011.
[4] C.-W. Liu, C.-S. Chang, J.-A. Jiang, and G.-H.
Yeh, “Toward a CPFLOW-based algorithm to
compute all the type-1 load-flow solutions in
electric power systems,” IEEE Trans. Circuits
Syst. I: Reg. Papers, vol. 52, no. 3, pp. 625–
630, Mar. 2005.
International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169
Volume: 5 Issue: 7 841 – 845
_______________________________________________________________________________________________
845
IJRITCC | July 2017, Available @ http://www.ijritcc.org
_______________________________________________________________________________________
[5] P. Xu, X. Wang, and V. Ajjarapu,
“Continuation power flow with adaptive
stepsize control via convergence monitor,”
IET Gener., Transm., Distrib., vol. 6, no. 7, pp.
673–679, Jul. 2012.
[6] R. J. Avalos, C. A. Canizares, F. Milano, and
A. J. Conejo, “Equivalency of continuation
and optimization methods to determine
saddlenode and limit-induced bifurcations in
power systems,” IEEE Trans. Circuits Syst. I:
Reg. Papers, vol. 56, no. 1, pp. 210–223, Jan.
2009.
[7] T. J. Overbye, “A power flow measure for
unsolvable cases,” IEEE Trans. Power Syst.,
vol. 9, no. 3, pp. 1359–1365, Aug. 2013.
[8] T. J. Overbye, “Computation of a practical
method to restore power flow solvability,”
IEEE Trans. Power Syst., vol. 10, no. 1, pp.
280–287, Feb. 2014.
[9] L. V. Barboza, A. A. P. Lerm, and R. Salgado,
“Unsolvable power flow-restoring solutions of
the electric power network equations,” in Proc.
IEEE Int. Symp. Circuits and Systems
(ISCAS), May 23–26, 2005, vol. 5, pp. 5294–
5297.
[10] Z. Hu and X. Wang, “Efficient computation of
maximum loading point by load flow method
with optimal multiplier,” IEEE Trans. Power
Syst., vol. 23, no. 2, pp. 804–806, May 2008.
[11] S. Iwamoto and Y. Tamura, “A load flow
method for ill-conditioned power systems,”
IEEE Trans. Power App. Syst., vol. PAS-93,
no. 4, pp. 1736–1743, Apr. 2011.
[12] A. Gómez-Expósito and C. Gómez-Quiles,
“Factorized load flow,” IEEE Trans. Power
Syst., vol. 28, no. 4, pp. 4607–4614, Nov.
2013.

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A Hybrid Method for Load flow Calculation based on LVDC Power Distribution Networks

  • 1. International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 5 Issue: 7 841 – 845 _______________________________________________________________________________________________ 841 IJRITCC | July 2017, Available @ http://www.ijritcc.org _______________________________________________________________________________________ A Hybrid Method for Load flow Calculation based on LVDC Power Distribution Networks Priyal Kumari1 Varsha Mehar2 MTech scholar1 & Assistant Professor2 Department of Electrical Engineering, Bhabha College of Engineering (RKDF), Bhopal Abstract- Low voltage direct current (LVDC) distribution system stability, supply security and power quality are evaluated by computational modelling and measurements on an LVDC research platform. Computational models for the LVDC organize investigation are created. The LVDC arrange control misfortune model is produced in a MATLAB domain and is prepared to do quick estimation of the system and segment influence misfortunes. The model integrates analytical equations that describe the power loss mechanism of the network components with power flow calculations. For an LVDC network research platform, a monitoring and control software solution is developed. The solution is used to deliver measurement data for verification of the developed models and analysis of the modelling results. In the work, the power loss mechanism of the LVDC network components and its main dependencies based on hybrid method is described. Energy loss distribution of the LVDC network components is presented. Keywords- LVDC, MATLAB, Hybrid. __________________________________________________*****_________________________________________________ I. INTRODUCTION Current trend show that overall power dissemination systems are encountering a change towards direct-present (DC) at both era and utilization level. This propensity is fueled by the upheaval of different electronic burdens and, in the meantime, with the battle to meet the high set objectives for offer of sustainable power sources (RESs) in fulfilling absolute request. RESs work either locally at DC or have a DC connect in the heart of their energy electronic interface, while the end point association of electronic burdens, batteries and power modules is only DC. A load flow study is especially valuable for a system with multiple load centers, such as a refinery complex. The power flow study is an analysis of the system’s capability to adequately supply the connected load. The total system losses, as well as individual line losses, also are tabulated. Transformer tap positions are selected to ensure the correct voltage at critical locations such as motor control centers. Performing a load flow study on an existing system provides insight and recommendations as to the system operation and optimization of control settings to obtain maximum capacity while minimizing the operating costs.
  • 2. International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 5 Issue: 7 841 – 845 _______________________________________________________________________________________________ 842 IJRITCC | July 2017, Available @ http://www.ijritcc.org _______________________________________________________________________________________ Fig. 1 Basic LVDS circuit operation The results of such an analysis are in terms of active power, reactive power, magnitude and phase angle. Furthermore, power-flow computations are crucial for optimal operations of groups of generating units. II. BACKGROUND The background of load flow analysis in power system is two types- A. Conventional Methods of Power Study (i) Y-matrix Iterative Lad Flow Methods (ii)Z-matrix Load Flow Methods (iii)Newton Raphson Method (iv)Fast Decoupled Method B. Non Conventional Methods of Power Flow Study (i)Fuzzy Logic Method (ii)Artificial Neural Network Method (iii)Other Miscellaneous Methods IEEE 14- bus and IEEE 39-bus III. LOADING POINT DETERMINATION BY HYBRID APPROACH Fig. 2 Flow Chart In such approach we are using hybrid method for load flow calculation. In hybrid approach Newton Raphson Method , Gauss–Seidel method and Fast Decoupled Method are used. Fig. 3 Load flow in LVDC distribution system A LVDC circulation framework develops of energy electronic converters and DC interface between the converters. The topology of LVDC conveyance framework can have diverse sort of varieties. Basic to these diverse topologies are that AC/DC change is constantly situated close MV line. The DC/AC transformation can rather be situated at various areas. Contingent upon the area the LVDC framework can be either a HVDC interface sort arrangement or a wide LVDC conveyance locale where the DC/AC change is made at the client closes. The wide LVDC dissemination locale can be contrasted with existing LVAC organize topology with different
  • 3. International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 5 Issue: 7 841 – 845 _______________________________________________________________________________________________ 843 IJRITCC | July 2017, Available @ http://www.ijritcc.org _______________________________________________________________________________________ branches. For this situation there is no requirement for particular 3-stage AC arrange on the grounds that the AC lines have been supplanted with DC lines. IV. SIMULATION & RESULT All the simulation are performed in MATLAB Version: 8.3.0.532 with one network. The simulation results are as follows- Fig.4 No of iteration with error relation In above Convergence from random initial points with this simulation we can conclude the load flow converge for any initial point. Select an initial point, and then use the method for 5 iterations. Finally plot the error in each case. The error is less than 3x10E-8 no matter the initial point Bus Admittance Matrix 2.1569 - 8.6275i -0.5882 + 2.3529i 0.0000 + 0.0000i -0.3922 + 1.5686i -1.1765 + 4.7059i -0.5882 + 2.3529i 2.3529 - 9.4118i -1.1765 + 4.7059i -0.5882 + 2.3529i 0.0000 + 0.0000i 0.0000 + 0.0000i -1.1765 + 4.7059i 2.3529 - 9.4118i 0.0000 + 0.0000i -1.1765 + 4.7059i -0.3922 + 1.5686i -0.5882 + 2.3529i 0.0000 + 0.0000i 0.9804 - 3.9216i 0.0000 + 0.0000i -1.1765 + 4.7059i 0.0000 + 0.0000i -1.1765 + 4.7059i 0.0000 + 0.0000i 2.3529 - 9.4118i Table: 1 Detail of using network Network From to R km Type P load or G load 1 2 0.0050 Type R 0.00 2 3 0.0015 Type P -0.80 2 4 0.0020 Type P -1.30 4 5 0.0018 Type P 0.50 2 6 0.0023 Type R 1/2.00 6 7 0.0017 Type P 0.00 7 8 0.0021 Type P 0.30 7 9 0.0013 Type P -0.70 3 10 0.0015 Type R 1/1.25 Fig. 5 Voltage vs LoadxP Nom Graph Fig.6 No of Iteration with value of alfa Result for a high load system ,Now we change the load of the system The load increases in steps = paso until 20 times the nominal load! We plot the required iterations, the value of alpha and the losses of the system. Of course, for paso=20 the system is close to voltage collapse
  • 4. International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 5 Issue: 7 841 – 845 _______________________________________________________________________________________________ 844 IJRITCC | July 2017, Available @ http://www.ijritcc.org _______________________________________________________________________________________ All Values are in p.u. and Angles in degrees Now initial and final result are showing in table no 2 and table no. 3 Table 2 Different parameters at initial condition Initial Voltage Vector BusNumber Magnitude Angle 1 1.02 0 2 1 0 3 1.04 0 4 1 0 5 1 0 Table 3 Different parameters at Final condition Final Voltage Vector BusNumber Magnitude Angle 1 1.02 0 2 0.97652 -4.9441 3 1.04 1.1921 4 0.96883 -8.9032 5 0.99845 -2.6301 V. CONCULSION Consequently Computational models for the LVDC organize investigation are produced. The LVDC organize control misfortune model is produced in a MATLAB situation and result demonstrates that it is prepared to do quick estimation of the system and part influence misfortunes. The model incorporates systematic conditions that depict the power misfortune instrument of the system segments with influence stream computations. For a LVDC organize look into stage, a checking and control programming arrangement is produced. The arrangement is utilized to convey estimation information for check of the created models and investigation of the demonstrating comes about. In the work, the power misfortune instrument of the LVDC organizes segments and its principle conditions in light of crossover strategy are depicted. REFERENCE [1] Catalina Gómez-Quiles, Member, IEEE, Antonio Gómez-Expósito, Fellow, IEEE, and Walter Vargas Computation of Maximum Loading Points via the Factored Load Flow IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 31, NO. 5, SEPTEMBER 2016 [2] Y. Dai, J. D. McCalley, and V. Vittal, “Simplification, expansion and enhancement of direct interior point algorithm for power system maximum loadability,” IEEE Trans. Power Syst., vol. 15, no. 3, pp. 1014–1021, Aug. [3] I. A. Hiskens and R. J. Davy, “Exploring the power flow solution space boundary,” IEEE Trans. Power Syst., vol. 16, no. 3, pp. 389– 395, Aug. 2011. [4] C.-W. Liu, C.-S. Chang, J.-A. Jiang, and G.-H. Yeh, “Toward a CPFLOW-based algorithm to compute all the type-1 load-flow solutions in electric power systems,” IEEE Trans. Circuits Syst. I: Reg. Papers, vol. 52, no. 3, pp. 625– 630, Mar. 2005.
  • 5. International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 5 Issue: 7 841 – 845 _______________________________________________________________________________________________ 845 IJRITCC | July 2017, Available @ http://www.ijritcc.org _______________________________________________________________________________________ [5] P. Xu, X. Wang, and V. Ajjarapu, “Continuation power flow with adaptive stepsize control via convergence monitor,” IET Gener., Transm., Distrib., vol. 6, no. 7, pp. 673–679, Jul. 2012. [6] R. J. Avalos, C. A. Canizares, F. Milano, and A. J. Conejo, “Equivalency of continuation and optimization methods to determine saddlenode and limit-induced bifurcations in power systems,” IEEE Trans. Circuits Syst. I: Reg. Papers, vol. 56, no. 1, pp. 210–223, Jan. 2009. [7] T. J. Overbye, “A power flow measure for unsolvable cases,” IEEE Trans. Power Syst., vol. 9, no. 3, pp. 1359–1365, Aug. 2013. [8] T. J. Overbye, “Computation of a practical method to restore power flow solvability,” IEEE Trans. Power Syst., vol. 10, no. 1, pp. 280–287, Feb. 2014. [9] L. V. Barboza, A. A. P. Lerm, and R. Salgado, “Unsolvable power flow-restoring solutions of the electric power network equations,” in Proc. IEEE Int. Symp. Circuits and Systems (ISCAS), May 23–26, 2005, vol. 5, pp. 5294– 5297. [10] Z. Hu and X. Wang, “Efficient computation of maximum loading point by load flow method with optimal multiplier,” IEEE Trans. Power Syst., vol. 23, no. 2, pp. 804–806, May 2008. [11] S. Iwamoto and Y. Tamura, “A load flow method for ill-conditioned power systems,” IEEE Trans. Power App. Syst., vol. PAS-93, no. 4, pp. 1736–1743, Apr. 2011. [12] A. Gómez-Expósito and C. Gómez-Quiles, “Factorized load flow,” IEEE Trans. Power Syst., vol. 28, no. 4, pp. 4607–4614, Nov. 2013.