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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1130
AN OPTIMAL AND CAPACITOR PLACEMENT FOR LOSS REDUCTION IN
ELECTRICAL DISTRIBUTION SYSTEMS USING ETAP
D. Priyadharshini1, Dr. M. Bhavani2
1P.G Student, Department of Electrical and Electronics Engineering, Anna University Regional Campus, Madurai.
2Assistant Professor, Department of Electrical and Electronics Engineering, Anna University Regional
Campus, Madurai.
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - The distribution systems network takes
electricity from the broadcast system and gives it to
consumers. By disseminate the electricity at high voltage
levels, this cut down the transmission line losses and yield the
transmission line more efficient. Since transmission voltage
levels cannot be used by consumers it required to step down
the transmission voltage to more usablevoltages. Theanalysis
of a distribution feeder consists of a study of the feeder under
normal steady state operating conditions. This paperpresents
a loss reduction technique for capacitor placement in spiral
distribution feeders to diminish the reactive power loss.
Different steps have been presented for the analysis of
the feeder. First, the proposed of an IEEE 4 Node tests system
for testing and evaluating of three phase delta grounded wye
transformer connection. Second, implement with and without
capacitor banks are added in distributionsystemto reduce the
reactive power loss and also execute with solar panel is added
in distribution system to reduce the actual power loss. Finally
the proposed method for total loss reduction is tested on IEEE
4 Node test system and the results are obtained by ETAP
Software.
Key Words: Distribution systems, capacitor placement,loss
reduction, real power loss, reactive power loss, ETAP
software.
1. INTRODUCTION
Power plants became biggerand bigger.Transmission
lines converged the land forming bulk interconnected
networks. In the previous half of the twentieth century the
plan and operation of the generation and transmission
components presented many challenges to working
engineers and researchers. The operation of these large
interconnected networks required the development of new
analysis and operational techniques.there is not yet been
developed multiple operational aspects [1]. Optimal
Capacitor Placement [2] may not give in the best solution
and it can also be impossible for large systems. [3]May be
due to some practical unavoidable circumstances the
capacitor can’t be put on the selected bus still this approach
gives a nearest solution. Distribution capacitors can also
decrease system line losses and the system power factor is
not forced into a foremost mode [4], [5]. [6]- [8] To evaluate
the low voltage network. Drawback of this [9] is costly and
produces undesirable operational conditionsindistribution
system. In this approach [10]-[12] Compensators have not
only reduce losses but also increase the minimum voltage
over desired limit. The proposed method does not consider
the adjustable capacitors and a planning perspective
consisting of many periods [13]. [14] This feeder becomes
singular and it is not any solution achieved. The optimum
capacitor placement solution is originate for the method of
transformer and not for any individual feeder[15].Themain
objective of this paper to develop a 4 node test system for
testing and evaluation of three phase transformer
connection. To implement with andwithoutcapacitorbanks
are added in distribution system to reduce the reactive
power loss. To execute with solar panel is added in
distribution system to reduce real power loss.
2. PROBLEM FORMULATION
The current in branch (i, k) linking buses i and k is
given by
P jQ
ik ikI
ik V
i

 (1)
Where
I
ik
-Current through branch (i, k)
P
ik
-Total real power flow in the branch (i, k)
Q
ik
-Total reactive power flow in the branch (i, k)
V
i
- Voltage at node i
The Total Power Loss (TPL) in the transmission lines is:
2
1
n
TPL I R
ik ik
ik
 

Where
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1131
n -Current through branch (i, k)
R
ik
-Resistance of branch (i, k)
A branch current has two components: active (Ia) and
reactive (Ir).The total loss related with the real and reactive
components of a branch current can be written as
2
1
n aTPL I R
a ik ik
ik
 

2
1
n rTPL I R
r ik ik
ik
 

The loss TPL a coupled with the active component of
branch current cannot be decreased for a particular source
spiral network because all real power must be supplied by
the source at the root bus. However, giving part of the
reactive power load in the neighborhood, the loss TPLr
connected with the passive components of branch currents
can be decreased. The capacitor draws a passive current Ic
and for a spiral network it changes only the reactive
component of current of branch set . The current of other
branches is unchanged by the capacitor. Thus the new
passive current of the (i, k)th branch is given by
new r cI I D I
rik ik ik ik
 
(2)
Where
1D
ik
 , if branch ( , )i k 
0 , otherwise
Here rIik is the passive current of branch in the unique
system achieved from the load flow solution. The loss
TPLrcom connected with the passive element of branch
current in the alone system (when the capacitor is attached)
can be written as
 
2
1
ncom rTPL I D I R
r ik ik c ik
ik
 
 (3)
The loss saving TLS is the difference between equation (2)
and (3) and is given by
T TPL TPL
LS r rcom
 
   
2 2
1 1
n nr r cI R I D I R
ik ik ik ik ik ik
ik ik
  
 
 22
1
n rD I D I R
ik ik ik c ik
ik


 1
n rD I D I R
ik ik ik c ik
ik


The capacitor current Ic that provides maximum loss
saving can be obtained from dS/dIc= 0.Thus the capacitor
current form loss saving is given by
rI R
ik ik
ikI
c R
ik
ik


 



The proposed technique can also be repeatedly
employed to further optimizing saving of cost of energy by
identifying sequence of buses to be remunerated for extra
loss reduction by optimal placement of capacitor.
2.1 The Test System
In transformer model the system to be used is shown
in Fig 1 below. The procession segment on the load side
[ZeqL] and source side [ZeqS] ofthetransformerbank utilize
the pole spacing’s as shown in Figure 2.
Fig. 1 Transformer Model Test System
Fig. 2 Pole Spacing
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1132
The conductors used in Figure 2 are:
Phase Conductors: 336,400 26/7 ACSR
Neutral Conductor: 4/0 ACSR
The voltage levels for the system shown in Fig 1 :
Source: 12,470 volts line to line
Load: 4,160 volts line to line
The loads used for 11k system I Figure 1 are:
Unbalanced 1500 kVA,0.85 PF (a-b), 2000 kVA,0.9 PF (b-
c),2500 kVA, 0.95 PF (c-a).
Using the pole spacing’sthefourwirewyelinesegment
is in Figure 2 and the phase and earth conductors as given.
The four-wire wye impedances are used for the impedances
of windings while the three wire delta impedances are used
for a line segment associated to wye connected transformer
the impedances of a line connected to delta connected
transformer windings.
3. SOTWARE SIMULATION
ETAP software offers the most inclusive and
incorporated suite of power system enterprise solution that
spans from modelling to operation. The ETAP Software
contribute a good crossing point for performing accurate
analysis on electrical power systems and is one of thebestin
Electrical Transient analysis software. Its integration to
Microsoft Excel is also one of its many amazing features.The
ETAP Software provides an easy to use, user sociable
environment along with a widespread user guide that helps
user through any problem come across during simulation.
A power grid is represented with its Thevenin
equivalent, a constant voltage source subsequent to a short-
circuit impedance. Info page allows specifying the utility ID,
connected Bus ID, In/Out of Service, Equipment Name and
Description, and the power grid Type as shown in Fig 3
below.
Fig.3 Power Grid
The rated voltage of the power grid is used by ETAP to
convert the utility short-circuit MVAtopercentshort-circuit.
This value is also used as the power grid base kV.The
properties connected with a shunt capacitor can be entered
in this editor. Specify the capacitor ID, connected Bus ID,
In/Out of Service, Equipment (feeder) Tag, Name and
Description, load Priority, Data Type,Phaseconnection,load
Priority, Demand Factor and within the Info page as shown
in Fig 4.
Fig.4 Bus Editor
If the bus nominal kV is 4.16 and this capacitor is
connected between phase A and phaseB(AB),thenthe rated
voltage of the capacitor must be in the neighborhood of 4.16
kV shown in Fig 5. ETAP calculates and displays the amps
and straight current by semiconductors and then to electric
power through inverters. ETAP PV Array is used to
correspond individual panels linked in series and parallel
combinations with a grid tied inverterand representsblocks
of PV power as shown in Fig 6.ETAP repeatedly assigns a
single ID to each PV array. The assigned IDs consist of the
default PVA plus a numeral, starting with the number one
and rising as the number of PV arrays increase.
Fig.5 Capacitor Placement
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1133
4. RESULTS AND DISCUSSION
For this paper IEEE 4 bus system is selected to
implement optimal capacitor placement. ETAP has different
module for consistencyandoptimal capacitorplacementand
solar panel. This paper is drifting out for ETAP based
capacitor allocation for IEEE 4 bus. Adding Kvar during
capacitor placement can/may developvoltageprofile,adjust
power factor, decrease losses, improve reliability indices,
decrease cost associated to reliability and lot of benefits.
Most importantly capacitor placement should be profit
oriented in addition to above benefits. All above parameters
which modifies as number of capacitor increases while
placing capacitor is evaluated. All these parameters arethen
compared with the resultswhennocapacitorandsolarpanel
is placed. This relationship is required to take decision
whether to place a capacitor or not.
4.1 RESULTS FOR IEEE 4 BUS SYSTEM AT
BALANCED CONDITION
Distribution systems have a relatively balanced
nature, which results from a single phase network
components, including balanced loads with capacitor and
solar panel. The ETAP balanced load flow analysis program
reducing the real power loss for all three phases throughout
the electric power system.
4.1.1 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM
WITHOUT CAPACITOR PLACEMENT
The table 4.1 shows power losses in IEEE 4 bus at
balanced load flow analysis of radial distribution system
without capacitor placement.
Table 4.1 Balanced Load flow Analysis of IEEE 4 Bus
system without capacitor placement
ID
Losses
Kw Kvar
%Vdrop
in Vmag
Line 1 39.2 79.6 79.91.07
T1 87.7 526.1 4.94
Line 2 440.6 902.5 11.28
Total
Losses
567.5 1508.5 -
4.1.2 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM
WITH CAPACITOR PLACEMENT
The table 4.2 shows power losses in IEEE 4 bus at
balanced load flow analysis of radial distribution system
with capacitor placement.
Table 4.2 Balanced Load flow Analysis of IEEE 4 Bus
system with capacitor placement
ID
Losses
Kw Kvar
%Vdrop
in Vmag
Line 1 35.5 72.7 72.70.98
T1 79.3 475.7 4.35
Line 2 398.4 816.0 10.20
Total
Losses
513.2 1508.5 -
4.1.3 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM
WITH SOLAR PANEL PLACEMENT
The table 4.3 shows power losses in IEEE 4 bus at
balanced load flow analysis of radial distribution system
with solar panel placement.
Table 4.3 Balanced Load flow Analysis of IEEE 4 Bus
system with solar panel placement
ID
Losses
Kw Kvar
%Vdrop
in Vmag
Line 1 29.7 60.5 0.91
T1 66.5 399.0 4.06
Line 2 334.1 684.4 9.53
Total
Losses
430.4 1143.9 -
4.2 RESULTS FOR IEEE 4 BUS SYSTEM AT
UNBALANCED CONDITION
The ETAP unbalanced load flow analysis program
reducing the reactive power loss for individual phases
throughout the electricpowersystem.Themoduleallowsfor
swing, voltage regulated and unregulated power sources
with power grid utility and transformer connections. It
handles both radial and loop systems.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1134
4.2.1 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM
WITHOUT CAPACITOR PLACEMENT
The table 4.4 shows power losses in IEEE 4 bus at
unbalanced load flow analysis of radial distribution system
without capacitor placement.
Table 4.4 Unbalanced Load flow Analysis of IEEE 4 Bus
system without capacitor placement
ID
Losses
Kw Kvar
%Vdrop
in Vmag
Line 1
A 17.1 26.2
B 11.3 26.5
C 10.9 26.5 79.9
1.19
0.98
1.04
T1
A 28.9 173.4
B 31.4 188.1
C 27.5 165.0
4.69
5.18
4.92
Line 2 A 191.9 296.3
B 127.1 299.7
C 121.9 299.4
12.63
10.27
10.88
Total
Losses
568.0 1501.2 -
4.2.2 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM
WITH CAPACITOR PLACEMENT
The table 4.5 shows power losses in IEEE 4 bus at
unbalanced load flow analysis of radial distribution system
with capacitor placement.
Table 4.5 Unbalanced Load flow Analysis of IEEE 4 Bus
system with capacitor placement
ID
Losses
Kw Kvar
%Vdrop
in Vmag
Line 1
A 16.9 26.4
B 8.7 23.7
C 9.9 21.7 79.9
1.17
0.83
0.93
T1
A 27.7 166.4
B 28.2 168.9
C 23.6 141.5
4.19
4.48
4.36
Line 2 A 190.4 297.6
B 97.7 268.2
C 111.2 245.0
12.21
8.44
9.82
Total
Losses
514.4 1359.3 -
4.2.3 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM
WITH SOLAR PANEL PLACEMENT
The table 4.6 shows power losses in IEEE 4 bus at
unbalanced load flow analysis of radial distribution system
with solar panel placement.
Table 4.6 Unbalanced Load flow Analysis of IEEE 4 Bus
system with solar panel placement
ID
Losses
Kw Kvar
%Vdrop
in Vmag
Line 1
A 14.3 22.3
B 7.2 19.9
C 8.4 18.0 79.9
1.08
0.76
0.86
T1
A 23.3 140.1
B 23.6 141.7
C 19.7 118.1
3.93
4.18
4.07
Line 2 A 160.5 251.5
B 80.8 224.7
C 93.7 204.1
11.42
7.85
9.18
Total
Losses
431.6 1140.2 -
5. CONCLUSION
In these paper three different steps hasbeenpresented
for the analysis of the feeder. First, the proposedofanIEEE4
Node test system for testing and evaluating of three phase
delta grounded wye transformer connection. Second,
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1135
implement the Real and Reactive powerlossreductionusing
capacitor and solar panel. Thus, the proposed system for
total loss reduction is tested on IEEE 4 Node test system and
the results obtained by ETAP Software.
6. FUTURE SCOPE
This paper can be further extended to various ways to
improve the performance of distribution system,
 To implement the loss reduction in higher order
system.
 To allocated the other FACTS devices and observe
the improvement of the system response.
 To include the various objective functions such as
security, transient stability, and operational cost
minimization to be achieved.
REFERENCES
[1] Leandro Ramos de Araujo, Debora Rosana Ribeiro
Penido, Sandoval Carneiro (2018), “optimal unbalanced
capacitor placement in distribution systems for voltage
control and energy loss minimization”, International
Journal of Electrical Power and Energy Systems
154:110-121.
[2] Dnyaneshvar Y. Watpade, P.M. Sonwane(2016),
“Optimal Capacitor Placement for IEEE 14 bus system
using Genetic Algorithm", International Journal of
Innovative Research in Advanced Engineering, issue
09,Vol.3,239-2763.
[3] Prashanta Sarkar, Soumesh Chatterjee, Saheli Ray
(2013),“Optimal Placement of Capacitor for Voltage
Support and Minimizing Overall Cost in Radial
Distribution System", International Journal ofComputer
Applications, Vol.65, no.2, 0975-8887.
[4] Pravin Chopade and Dr.Marwan Bikdash (2011),
“Minimizing Cost and Power loss by Optimal Placement
of Capacitor using ETAP”, IEEE Power and Energy
Society General Meeting 978:4244-9593.
[5] Manoj Kumawata, Nitin Guptaa, Naveen Jainb, R.C.
Bansal (2017), “Optimally Allocation of Distributed
Generators in Three-Phase Unbalanced Distribution
Network”, International Conference on Applied Energy
142: 749–754.
[6] Ihsan Jabbar Hasan, Chin Kim Gan, Meysam Shamshiri,
Mohd Ruddin AbGhani, and Ismadi Bin Bugis(2015),
“Optimal Capacitor Allocation in Distribution System
using Particle Swarm Optimization”, Journal of Applied
Mechanics and Materials, Vol. 699 ,pp 770-775.
[7] Chamana M, Chowdhury BH, Jahanbakhsh F (2017),
“Distributed control of voltage regulating devices in the
presence of high PV penetration to mitigate ramp rate
issues”, IEEE Transaction Smart Grid 99:1-1.
[8] Murphy KM, Nair NKC.(2016), “ Voltage control in
distribution networks with penetration of solar PV:
estimated voltages as a control input”,IEEE Power and
Energy Society General Meeting (PESGM), 1-5.
[9] Araujo LR, Penido DRR, Carneiro S, Pereira JLR (2015)
“A three-phase optimal power flow algorithm to
mitigate voltage unbalance”, IEEE Transaction Power
Delivery 28:2394–402.
[10] J.Cabral Leite, I. Perez Abril, M.S.Santhos Azevedo
(2017), “Capacitor and passive filter placement in
distribution systems by non dominated sorting genetic
algorithm-II”, International Journal of Electrical Power
System Research 143:482-489.
[11] N.Mohandas,R.Balamurugan,L.Lakshmi narasimman
(2015),“Optimal location and sizing of real power DG
units to improve the voltage stability in the distribution
system using ABC algorithm united with chaos”,
International Journal of Electrical Power and Energy
Systems, vol.60: 4.
[12] Kumara swamy, B. Venkata Prasanth, S.Tarakalyani
(2014), “Role of Distributed Generation in Voltage
Stability Enhancement”,International Journal ofCurrent
Engineering and Technology 66:41–52.
[13] S.Nojavan, M.Jalali,K.Zare(2014), “optimal allocationof
capacitors in radial/mesh distribution systems using
mixed integer nonlinear programming approach”,
International Journal of Electrical Power Systems
Research 107:119-124.
[14] A.R.Abdul Wafa (2013),“optimal capacitorallocationin
radial distribution systems for loss reduction: a two
stage method”, International Journal of Electrical Power
Systems Research 95:168-174.
[15] Kalyuzhny, G. Levitin, D. Elmakis, H. Ben-Haim(2000),
“System approach to shunt capacitor allocation in
radial distribution systems”,International Journal of
Electric Power System Research 56:51-60.

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IRJET- An Optimal and Capacitor Placement for Loss Reduction in Electrical Distribution Systems using ETAP

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1130 AN OPTIMAL AND CAPACITOR PLACEMENT FOR LOSS REDUCTION IN ELECTRICAL DISTRIBUTION SYSTEMS USING ETAP D. Priyadharshini1, Dr. M. Bhavani2 1P.G Student, Department of Electrical and Electronics Engineering, Anna University Regional Campus, Madurai. 2Assistant Professor, Department of Electrical and Electronics Engineering, Anna University Regional Campus, Madurai. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - The distribution systems network takes electricity from the broadcast system and gives it to consumers. By disseminate the electricity at high voltage levels, this cut down the transmission line losses and yield the transmission line more efficient. Since transmission voltage levels cannot be used by consumers it required to step down the transmission voltage to more usablevoltages. Theanalysis of a distribution feeder consists of a study of the feeder under normal steady state operating conditions. This paperpresents a loss reduction technique for capacitor placement in spiral distribution feeders to diminish the reactive power loss. Different steps have been presented for the analysis of the feeder. First, the proposed of an IEEE 4 Node tests system for testing and evaluating of three phase delta grounded wye transformer connection. Second, implement with and without capacitor banks are added in distributionsystemto reduce the reactive power loss and also execute with solar panel is added in distribution system to reduce the actual power loss. Finally the proposed method for total loss reduction is tested on IEEE 4 Node test system and the results are obtained by ETAP Software. Key Words: Distribution systems, capacitor placement,loss reduction, real power loss, reactive power loss, ETAP software. 1. INTRODUCTION Power plants became biggerand bigger.Transmission lines converged the land forming bulk interconnected networks. In the previous half of the twentieth century the plan and operation of the generation and transmission components presented many challenges to working engineers and researchers. The operation of these large interconnected networks required the development of new analysis and operational techniques.there is not yet been developed multiple operational aspects [1]. Optimal Capacitor Placement [2] may not give in the best solution and it can also be impossible for large systems. [3]May be due to some practical unavoidable circumstances the capacitor can’t be put on the selected bus still this approach gives a nearest solution. Distribution capacitors can also decrease system line losses and the system power factor is not forced into a foremost mode [4], [5]. [6]- [8] To evaluate the low voltage network. Drawback of this [9] is costly and produces undesirable operational conditionsindistribution system. In this approach [10]-[12] Compensators have not only reduce losses but also increase the minimum voltage over desired limit. The proposed method does not consider the adjustable capacitors and a planning perspective consisting of many periods [13]. [14] This feeder becomes singular and it is not any solution achieved. The optimum capacitor placement solution is originate for the method of transformer and not for any individual feeder[15].Themain objective of this paper to develop a 4 node test system for testing and evaluation of three phase transformer connection. To implement with andwithoutcapacitorbanks are added in distribution system to reduce the reactive power loss. To execute with solar panel is added in distribution system to reduce real power loss. 2. PROBLEM FORMULATION The current in branch (i, k) linking buses i and k is given by P jQ ik ikI ik V i   (1) Where I ik -Current through branch (i, k) P ik -Total real power flow in the branch (i, k) Q ik -Total reactive power flow in the branch (i, k) V i - Voltage at node i The Total Power Loss (TPL) in the transmission lines is: 2 1 n TPL I R ik ik ik    Where
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1131 n -Current through branch (i, k) R ik -Resistance of branch (i, k) A branch current has two components: active (Ia) and reactive (Ir).The total loss related with the real and reactive components of a branch current can be written as 2 1 n aTPL I R a ik ik ik    2 1 n rTPL I R r ik ik ik    The loss TPL a coupled with the active component of branch current cannot be decreased for a particular source spiral network because all real power must be supplied by the source at the root bus. However, giving part of the reactive power load in the neighborhood, the loss TPLr connected with the passive components of branch currents can be decreased. The capacitor draws a passive current Ic and for a spiral network it changes only the reactive component of current of branch set . The current of other branches is unchanged by the capacitor. Thus the new passive current of the (i, k)th branch is given by new r cI I D I rik ik ik ik   (2) Where 1D ik  , if branch ( , )i k  0 , otherwise Here rIik is the passive current of branch in the unique system achieved from the load flow solution. The loss TPLrcom connected with the passive element of branch current in the alone system (when the capacitor is attached) can be written as   2 1 ncom rTPL I D I R r ik ik c ik ik    (3) The loss saving TLS is the difference between equation (2) and (3) and is given by T TPL TPL LS r rcom       2 2 1 1 n nr r cI R I D I R ik ik ik ik ik ik ik ik       22 1 n rD I D I R ik ik ik c ik ik    1 n rD I D I R ik ik ik c ik ik   The capacitor current Ic that provides maximum loss saving can be obtained from dS/dIc= 0.Thus the capacitor current form loss saving is given by rI R ik ik ikI c R ik ik        The proposed technique can also be repeatedly employed to further optimizing saving of cost of energy by identifying sequence of buses to be remunerated for extra loss reduction by optimal placement of capacitor. 2.1 The Test System In transformer model the system to be used is shown in Fig 1 below. The procession segment on the load side [ZeqL] and source side [ZeqS] ofthetransformerbank utilize the pole spacing’s as shown in Figure 2. Fig. 1 Transformer Model Test System Fig. 2 Pole Spacing
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1132 The conductors used in Figure 2 are: Phase Conductors: 336,400 26/7 ACSR Neutral Conductor: 4/0 ACSR The voltage levels for the system shown in Fig 1 : Source: 12,470 volts line to line Load: 4,160 volts line to line The loads used for 11k system I Figure 1 are: Unbalanced 1500 kVA,0.85 PF (a-b), 2000 kVA,0.9 PF (b- c),2500 kVA, 0.95 PF (c-a). Using the pole spacing’sthefourwirewyelinesegment is in Figure 2 and the phase and earth conductors as given. The four-wire wye impedances are used for the impedances of windings while the three wire delta impedances are used for a line segment associated to wye connected transformer the impedances of a line connected to delta connected transformer windings. 3. SOTWARE SIMULATION ETAP software offers the most inclusive and incorporated suite of power system enterprise solution that spans from modelling to operation. The ETAP Software contribute a good crossing point for performing accurate analysis on electrical power systems and is one of thebestin Electrical Transient analysis software. Its integration to Microsoft Excel is also one of its many amazing features.The ETAP Software provides an easy to use, user sociable environment along with a widespread user guide that helps user through any problem come across during simulation. A power grid is represented with its Thevenin equivalent, a constant voltage source subsequent to a short- circuit impedance. Info page allows specifying the utility ID, connected Bus ID, In/Out of Service, Equipment Name and Description, and the power grid Type as shown in Fig 3 below. Fig.3 Power Grid The rated voltage of the power grid is used by ETAP to convert the utility short-circuit MVAtopercentshort-circuit. This value is also used as the power grid base kV.The properties connected with a shunt capacitor can be entered in this editor. Specify the capacitor ID, connected Bus ID, In/Out of Service, Equipment (feeder) Tag, Name and Description, load Priority, Data Type,Phaseconnection,load Priority, Demand Factor and within the Info page as shown in Fig 4. Fig.4 Bus Editor If the bus nominal kV is 4.16 and this capacitor is connected between phase A and phaseB(AB),thenthe rated voltage of the capacitor must be in the neighborhood of 4.16 kV shown in Fig 5. ETAP calculates and displays the amps and straight current by semiconductors and then to electric power through inverters. ETAP PV Array is used to correspond individual panels linked in series and parallel combinations with a grid tied inverterand representsblocks of PV power as shown in Fig 6.ETAP repeatedly assigns a single ID to each PV array. The assigned IDs consist of the default PVA plus a numeral, starting with the number one and rising as the number of PV arrays increase. Fig.5 Capacitor Placement
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1133 4. RESULTS AND DISCUSSION For this paper IEEE 4 bus system is selected to implement optimal capacitor placement. ETAP has different module for consistencyandoptimal capacitorplacementand solar panel. This paper is drifting out for ETAP based capacitor allocation for IEEE 4 bus. Adding Kvar during capacitor placement can/may developvoltageprofile,adjust power factor, decrease losses, improve reliability indices, decrease cost associated to reliability and lot of benefits. Most importantly capacitor placement should be profit oriented in addition to above benefits. All above parameters which modifies as number of capacitor increases while placing capacitor is evaluated. All these parameters arethen compared with the resultswhennocapacitorandsolarpanel is placed. This relationship is required to take decision whether to place a capacitor or not. 4.1 RESULTS FOR IEEE 4 BUS SYSTEM AT BALANCED CONDITION Distribution systems have a relatively balanced nature, which results from a single phase network components, including balanced loads with capacitor and solar panel. The ETAP balanced load flow analysis program reducing the real power loss for all three phases throughout the electric power system. 4.1.1 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM WITHOUT CAPACITOR PLACEMENT The table 4.1 shows power losses in IEEE 4 bus at balanced load flow analysis of radial distribution system without capacitor placement. Table 4.1 Balanced Load flow Analysis of IEEE 4 Bus system without capacitor placement ID Losses Kw Kvar %Vdrop in Vmag Line 1 39.2 79.6 79.91.07 T1 87.7 526.1 4.94 Line 2 440.6 902.5 11.28 Total Losses 567.5 1508.5 - 4.1.2 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM WITH CAPACITOR PLACEMENT The table 4.2 shows power losses in IEEE 4 bus at balanced load flow analysis of radial distribution system with capacitor placement. Table 4.2 Balanced Load flow Analysis of IEEE 4 Bus system with capacitor placement ID Losses Kw Kvar %Vdrop in Vmag Line 1 35.5 72.7 72.70.98 T1 79.3 475.7 4.35 Line 2 398.4 816.0 10.20 Total Losses 513.2 1508.5 - 4.1.3 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM WITH SOLAR PANEL PLACEMENT The table 4.3 shows power losses in IEEE 4 bus at balanced load flow analysis of radial distribution system with solar panel placement. Table 4.3 Balanced Load flow Analysis of IEEE 4 Bus system with solar panel placement ID Losses Kw Kvar %Vdrop in Vmag Line 1 29.7 60.5 0.91 T1 66.5 399.0 4.06 Line 2 334.1 684.4 9.53 Total Losses 430.4 1143.9 - 4.2 RESULTS FOR IEEE 4 BUS SYSTEM AT UNBALANCED CONDITION The ETAP unbalanced load flow analysis program reducing the reactive power loss for individual phases throughout the electricpowersystem.Themoduleallowsfor swing, voltage regulated and unregulated power sources with power grid utility and transformer connections. It handles both radial and loop systems.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1134 4.2.1 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM WITHOUT CAPACITOR PLACEMENT The table 4.4 shows power losses in IEEE 4 bus at unbalanced load flow analysis of radial distribution system without capacitor placement. Table 4.4 Unbalanced Load flow Analysis of IEEE 4 Bus system without capacitor placement ID Losses Kw Kvar %Vdrop in Vmag Line 1 A 17.1 26.2 B 11.3 26.5 C 10.9 26.5 79.9 1.19 0.98 1.04 T1 A 28.9 173.4 B 31.4 188.1 C 27.5 165.0 4.69 5.18 4.92 Line 2 A 191.9 296.3 B 127.1 299.7 C 121.9 299.4 12.63 10.27 10.88 Total Losses 568.0 1501.2 - 4.2.2 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM WITH CAPACITOR PLACEMENT The table 4.5 shows power losses in IEEE 4 bus at unbalanced load flow analysis of radial distribution system with capacitor placement. Table 4.5 Unbalanced Load flow Analysis of IEEE 4 Bus system with capacitor placement ID Losses Kw Kvar %Vdrop in Vmag Line 1 A 16.9 26.4 B 8.7 23.7 C 9.9 21.7 79.9 1.17 0.83 0.93 T1 A 27.7 166.4 B 28.2 168.9 C 23.6 141.5 4.19 4.48 4.36 Line 2 A 190.4 297.6 B 97.7 268.2 C 111.2 245.0 12.21 8.44 9.82 Total Losses 514.4 1359.3 - 4.2.3 LOSS REDUCTION FOR IEEE 4 BUS SYSTEM WITH SOLAR PANEL PLACEMENT The table 4.6 shows power losses in IEEE 4 bus at unbalanced load flow analysis of radial distribution system with solar panel placement. Table 4.6 Unbalanced Load flow Analysis of IEEE 4 Bus system with solar panel placement ID Losses Kw Kvar %Vdrop in Vmag Line 1 A 14.3 22.3 B 7.2 19.9 C 8.4 18.0 79.9 1.08 0.76 0.86 T1 A 23.3 140.1 B 23.6 141.7 C 19.7 118.1 3.93 4.18 4.07 Line 2 A 160.5 251.5 B 80.8 224.7 C 93.7 204.1 11.42 7.85 9.18 Total Losses 431.6 1140.2 - 5. CONCLUSION In these paper three different steps hasbeenpresented for the analysis of the feeder. First, the proposedofanIEEE4 Node test system for testing and evaluating of three phase delta grounded wye transformer connection. Second,
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 05 | May 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1135 implement the Real and Reactive powerlossreductionusing capacitor and solar panel. Thus, the proposed system for total loss reduction is tested on IEEE 4 Node test system and the results obtained by ETAP Software. 6. FUTURE SCOPE This paper can be further extended to various ways to improve the performance of distribution system,  To implement the loss reduction in higher order system.  To allocated the other FACTS devices and observe the improvement of the system response.  To include the various objective functions such as security, transient stability, and operational cost minimization to be achieved. REFERENCES [1] Leandro Ramos de Araujo, Debora Rosana Ribeiro Penido, Sandoval Carneiro (2018), “optimal unbalanced capacitor placement in distribution systems for voltage control and energy loss minimization”, International Journal of Electrical Power and Energy Systems 154:110-121. [2] Dnyaneshvar Y. Watpade, P.M. Sonwane(2016), “Optimal Capacitor Placement for IEEE 14 bus system using Genetic Algorithm", International Journal of Innovative Research in Advanced Engineering, issue 09,Vol.3,239-2763. [3] Prashanta Sarkar, Soumesh Chatterjee, Saheli Ray (2013),“Optimal Placement of Capacitor for Voltage Support and Minimizing Overall Cost in Radial Distribution System", International Journal ofComputer Applications, Vol.65, no.2, 0975-8887. [4] Pravin Chopade and Dr.Marwan Bikdash (2011), “Minimizing Cost and Power loss by Optimal Placement of Capacitor using ETAP”, IEEE Power and Energy Society General Meeting 978:4244-9593. [5] Manoj Kumawata, Nitin Guptaa, Naveen Jainb, R.C. Bansal (2017), “Optimally Allocation of Distributed Generators in Three-Phase Unbalanced Distribution Network”, International Conference on Applied Energy 142: 749–754. [6] Ihsan Jabbar Hasan, Chin Kim Gan, Meysam Shamshiri, Mohd Ruddin AbGhani, and Ismadi Bin Bugis(2015), “Optimal Capacitor Allocation in Distribution System using Particle Swarm Optimization”, Journal of Applied Mechanics and Materials, Vol. 699 ,pp 770-775. [7] Chamana M, Chowdhury BH, Jahanbakhsh F (2017), “Distributed control of voltage regulating devices in the presence of high PV penetration to mitigate ramp rate issues”, IEEE Transaction Smart Grid 99:1-1. [8] Murphy KM, Nair NKC.(2016), “ Voltage control in distribution networks with penetration of solar PV: estimated voltages as a control input”,IEEE Power and Energy Society General Meeting (PESGM), 1-5. [9] Araujo LR, Penido DRR, Carneiro S, Pereira JLR (2015) “A three-phase optimal power flow algorithm to mitigate voltage unbalance”, IEEE Transaction Power Delivery 28:2394–402. [10] J.Cabral Leite, I. Perez Abril, M.S.Santhos Azevedo (2017), “Capacitor and passive filter placement in distribution systems by non dominated sorting genetic algorithm-II”, International Journal of Electrical Power System Research 143:482-489. [11] N.Mohandas,R.Balamurugan,L.Lakshmi narasimman (2015),“Optimal location and sizing of real power DG units to improve the voltage stability in the distribution system using ABC algorithm united with chaos”, International Journal of Electrical Power and Energy Systems, vol.60: 4. [12] Kumara swamy, B. Venkata Prasanth, S.Tarakalyani (2014), “Role of Distributed Generation in Voltage Stability Enhancement”,International Journal ofCurrent Engineering and Technology 66:41–52. [13] S.Nojavan, M.Jalali,K.Zare(2014), “optimal allocationof capacitors in radial/mesh distribution systems using mixed integer nonlinear programming approach”, International Journal of Electrical Power Systems Research 107:119-124. [14] A.R.Abdul Wafa (2013),“optimal capacitorallocationin radial distribution systems for loss reduction: a two stage method”, International Journal of Electrical Power Systems Research 95:168-174. [15] Kalyuzhny, G. Levitin, D. Elmakis, H. Ben-Haim(2000), “System approach to shunt capacitor allocation in radial distribution systems”,International Journal of Electric Power System Research 56:51-60.