International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 03 Issue: 03 | Mar-2016 www.irjet.net p-ISSN: 2395-0072
© 2016, IRJET ISO 9001:2008 Certified Journal Page 709
Optimum Size and Location of Distributed Generation and capacitor for
Loss Reduction using different optimization technique in Power
Distribution Network
Renu Choudhary
1
, Pushpendra Singh
2
1
Student, Dept of electrical and electronic & Govt. women’s engineering college, Ajmer, India
2
Asst. Professor, Dept of electrical and electronic & Govt. women’s engineering college, Ajmer, India
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Abstract - The small scaled decentralized generating
unit is known as distributed generation (DG). This
decentralized or DG system is one of the modern
techniques for solving the network problem i.e., power
loss reduction, voltage profile improvement. This paper
presents a comparison of three optimization technique
i.e., PSO, GA and PSO+ABC for the placement of DG and
capacitor in distribution system. The optimization is
useful for the reduction of the real power loss and voltage
profile improvement. The shunt capacitor is frequently
used for reactive power compensation. The losses are
major concern distribution system and these losses
reduce by different technologies i.e., DG placement,
capacitor placement, network reconfiguration. Finally in
recent years are seen the capacitor is cheap source to
reduce the losses and improve voltage profile. The
effectives of these optimization techniques are tested on
IEEE 33 bus test system under MATLAB software.
Key Words: Distributed generation, PSO, GA, PSO+ABC
power loss minimization, capacitor placement.
1.INTRODUCTION ( Size 11 , cambria font)
In past years the shunt capacitor banks were placed in
distribution system for reactive power compensation, it
supports improving the voltage profile, reduce the power
losses and improve the power factor [1]. The capacitor is
connected in series parallel combination. Distribution
generation is a small scale power generation or
decentralized generating unit usually connected at load side
in distribution system but the objective behind it is not new
at all. When electricity demand increase at consumer level
then transmission capacity of transmission line is also
increase. It is mandatory to build a certain capacity of power
plant at load centre and power grid. So as to reduce the
power losses enhance the system stability. In today world,
the DG technologies are developing swiftly and it is an
attractive area in energy research direction. The total power
delivered to the load side has been calculated according to
total power generation and power loss in transmission
system. Due to low voltage and high current in distribution
system, the largest power losses are occur and they goes up
to 5-13% of the total power generation. The capacitor
placement and DG installation are two methods for loss
reduction and voltage profile enhancement in distribution
system. The PSO, GA and PSO+ABC are three meta-heuristic
techniques. These techniques used in placement of DG and
capacitor for power loss reduction. The GA optimization tool
has been employed to solve different problem of DG and
capacitor placement.
The author [4] suggested minimization of power loss, find
optimal size and location of DG unit by using different
techniques. The author of [6] discussed the optimal location
of DG by using PSO and AI techniques and in [5] PSO is
applied on three different of DG to determine optimal size
and location. GA technique has been applied for loss
minimization with optimal size of DG and capacitor [3]. In
[9] the author describes the optimal location and size of
different DG by using ABC technique for loss reduction.
The goal of PSO, GA and PSO+ABC method is to determine
the best optimal location, size of capacitor and DG at that
instant power loss is also minimize by increasing voltage
profile. This paper contains following section are: section II
describe mathematical problem formulation of power flow.
In section III and IV brief description of PSO and GA. In
section 5
th
the simulation result of three techniques is
described.
2. PROBLEM FORMULATION
This section contains mathematically problem formulation of
power flow. The real and reactive power loss is calculated by
Dzexact loss formuladz[2]. Load flow technique is used to find
the accuracy, effectiveness for finding the exact solution.
The real and reactive power loss in power system is given as
[7]
=
(1)
Where
Ƚij = / COS(
Here
ith element of impedance matrix