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ISSN No: 2456
International
Research
Grid connected PV systems and their growth in power system
M.Tech Scholar, Electrical Engineering
YIET, Gadhauli
ABSTRACT
Uneconomical extension of the grid has led to
generation of electric power at the end user facility
and has been proved to be cost effective and to an
extent efficient. With augmented significance on eco
friendly technologies the use of renewable energy
sources such as micro-hydro, wind, solar, biomass and
biogas is being explored. This paper presents an
addresses the potential impacts of grid
photovoltaic (PV) systems on electrical networks. The
paper starts by emphasizing the increased importance
of generating electricity from PV arrays. The growth
in PV installed capacity worldwide is elaborated;
futuristic expansion plans for several countries as well
as existing PV projects worldwide are highlighted.
The paper continues by evaluating the most important
impacts of PV electricity on electrical networks.
Finally, the authors summarize the literature’s
findings regarding the maximum allowable PV
penetration that can be safely integrated into existing
networks.
I. INTRODUCTION
Requirement of energy in its most suitable form is the
need of millions of people throughout the globe. It can
be fuel, used in transportation, electrical energy for
lighting loads, etc. With the beginning of 21st
century, industrialization has raised many
compared to 18th century; this has resulted in a
massive scale extraction of fossil fuels at an alarming
pace globally. The global climate change has added to
the problem of scarcity of fossil fuels. Now it is time
to look into the solution of energy crisis, created by
the reduction of fossil fuels without altering the
climate behavior. In stand-alone mode, transportation
of conventional energy sources (like coal, oil, and
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018
ISSN No: 2456 - 6470 | www.ijtsrd.com | Volume
International Journal of Trend in Scientific
Research and Development (IJTSRD)
International Open Access Journal
Grid connected PV systems and their growth in power system
Javeed Ahmad Khan
M.Tech Scholar, Electrical Engineering Department
YIET, Gadhauli, Yamunanagar, Haryana, India
Uneconomical extension of the grid has led to
generation of electric power at the end user facility
and has been proved to be cost effective and to an
extent efficient. With augmented significance on eco-
technologies the use of renewable energy
hydro, wind, solar, biomass and
biogas is being explored. This paper presents an
addresses the potential impacts of grid-connected
photovoltaic (PV) systems on electrical networks. The
arts by emphasizing the increased importance
of generating electricity from PV arrays. The growth
in PV installed capacity worldwide is elaborated;
futuristic expansion plans for several countries as well
as existing PV projects worldwide are highlighted.
The paper continues by evaluating the most important
impacts of PV electricity on electrical networks.
Finally, the authors summarize the literature’s
findings regarding the maximum allowable PV
penetration that can be safely integrated into existing
Requirement of energy in its most suitable form is the
need of millions of people throughout the globe. It can
be fuel, used in transportation, electrical energy for
lighting loads, etc. With the beginning of 21st
century, industrialization has raised many folds
compared to 18th century; this has resulted in a
massive scale extraction of fossil fuels at an alarming
pace globally. The global climate change has added to
the problem of scarcity of fossil fuels. Now it is time
y crisis, created by
the reduction of fossil fuels without altering the
alone mode, transportation
of conventional energy sources (like coal, oil, and
natural gas) is quite difficult and grid extension is also
not cost effective due to remoteness and difficult
terrain. Renewable energy is the most appropriate
solution to supply energy in isolated areas. Utilization
of locally available resources is the best possible
option to meet the energy requirement. Depending on
the site conditions, single technology or aggregated
technology would be selected in stand
These ambitious targets of reducing dependency on
fossil fuels—and hence, decreasing the resulting
greenhouse gas emissions—
without active participation by the global energy
sector, which is responsible for approximately two
third the world’s greenhouse gas emissions. However,
this task is made difficult by the booming demand for
electricity: electrical energy currently represents 12%
of total global energy consumption; however, this
percentage is expected to increase in the future to
become 34% of total consumed energy by 2025. Thus,
a complex dilemma exists: on one hand, greenhouse
emissions produced by the energy sector require
significant reduction; on the other hand, electrical
energy production must increase to meet growing
demand for electricity. In the Canadian energy sector,
the situation is even worse as coal is extensively used
for the generation of electricity; approximately 17%
of the total electricity generated in Canada is obtained
by coal fired power plants. Coal is one of the biggest
sources of greenhouse gases. Utilizing renewable
sources of energy such as wind and solar to generate
electricity provides a feasible solution for the p
dilemma as these renewables are clean, emission
sources of energy that can be used to generate
electricity and at the same time protect our
environment for future generations. Solar energy, in
Apr 2018 Page: 1791
6470 | www.ijtsrd.com | Volume - 2 | Issue – 3
Scientific
(IJTSRD)
International Open Access Journal
Grid connected PV systems and their growth in power system
natural gas) is quite difficult and grid extension is also
ve due to remoteness and difficult
terrain. Renewable energy is the most appropriate
solution to supply energy in isolated areas. Utilization
of locally available resources is the best possible
option to meet the energy requirement. Depending on
onditions, single technology or aggregated
technology would be selected in stand-alone mode.
These ambitious targets of reducing dependency on
and hence, decreasing the resulting
—cannot be achieved
cipation by the global energy
sector, which is responsible for approximately two
third the world’s greenhouse gas emissions. However,
this task is made difficult by the booming demand for
electricity: electrical energy currently represents 12%
bal energy consumption; however, this
percentage is expected to increase in the future to
become 34% of total consumed energy by 2025. Thus,
a complex dilemma exists: on one hand, greenhouse
emissions produced by the energy sector require
tion; on the other hand, electrical
energy production must increase to meet growing
demand for electricity. In the Canadian energy sector,
the situation is even worse as coal is extensively used
for the generation of electricity; approximately 17%
otal electricity generated in Canada is obtained
by coal fired power plants. Coal is one of the biggest
sources of greenhouse gases. Utilizing renewable
sources of energy such as wind and solar to generate
electricity provides a feasible solution for the previous
dilemma as these renewables are clean, emission-free
sources of energy that can be used to generate
electricity and at the same time protect our
environment for future generations. Solar energy, in
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1792
particular, if properly utilized to generate electricity
using photovoltaic (PV) arrays, can fulfill all the
electricity needs of mankind. A simple calculation
reveals that the amount of solar energy received in 1
hour by the earth is equivalent to the world’s annual
energy consumption. Another calculation shows that
all the energy demand of the United States can be
supplied by only 0.2% of the solar radiation it
receives.
It was believed that integrating PV solar systems into
power networks would not be a difficult task;
however, when the penetration level of PV electricity
started to increase, utilities began to face new non-
traditional problems mainly due to the intermittent
nature of solar energy; PV array output is highly
dependent on environmental conditions such as
temperature and irradiance. Fast moving clouds, for
example, result in rapid fluctuations in the output
power of PV arrays, and thus, the power system has to
deal with not only uncontrollable demand but also
uncontrollable generation. In this paper, the impacts
of solar PV arrays on electrical systems are reviewed
to identify the bottlenecks blocking the widespread
adoption of PV electricity.
Fig. 1: Rise in RERS based electricity generation worldwide
II. GROWTH IN THE PV ELECTRICITY
INSTALLED CAPACITY
The global PV installed capacity has increased greatly
over the past few decades. During the past 15 years,
global PV installed capacity has experienced an
annual growth rate of about 45% as shown in Figure
1. This is because the global energy sector realized
that generating electricity from renewables will be the
only available option to satisfy the growing demand
for electricity when all available fossil fuel resources
are consumed. Another reason for that is the
anticipated benefit of PV electricity sector on national
economy. Despite its high initial cost (6000–10
000$/kW), cost of jobs created by PV electricity is 4–
6 times less than the cost of jobs created by nuclear,
natural gas, or coal. A million dollar investment in
solar PV will create only 30%–42% of the energy
produced by other power plants but 2.4–6.4 times
more jobs. Thus, many countries have developed
ambitious plans to increase their electricity production
using PV arrays; for example, in Ontario, the FIT and
the microFIT programs funded by the Ontario Power
Authority (OPA) are intended to encourage the
development of renewables in the province by
offering competitive incentives. This initiative is
conceptually important as 80% of the existing electric
generation capacity in Ontario needs to be replaced
within the next 20 yr. Most of the MicroFIT proposals
are rooftop PV systems. As a result, annual PV
installations in Canada are expected to exceed the
annual wind installations by 2013 and there would be
3 GW of solar energy in Ontario electric system by
2015. In California, the Renewable Portfolio standard
(RPS) program submitted by governor Arnold
Schwarzenegger requires thatthe penetration level of
renewables reaches the 33% goal by 2020; more than
9500 MW of PV power projects are currently
proposed for interconnection with the system by 2018.
In China, the Government has developed ambitious
plans to install 10 GW PV capacities. The government
also targets 50 GW total installed PV capacity by
2020.13 In July 2009, the Indian Government
unveiled a 19 109 US$ plan to produce 20 GW of
solar power by 2020.14 In Germany, the installation
rate of solar PV systems increased from 800 MW/year
0
200
400
600
800
1000
1200
1994-2004 2005-2010 2011-2016 2017-2022
Capacitygrowth(GW)
RERs based electricity generation growth in world
Wind solar PV Hydropower Others Additional-accelerated case capacity growth
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456
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in 2005 to 2.2 GW/year in 2017. Moreover, the
German political establishment has agreed to raise the
solar PV installation target to 2.5–3.5 GW/yr starting
from 2011.Electricity from solar PV and concentrated
solar power plants is significantly expensive and
requires significant drop in cost or change in policies
by either subsidizing or forcing the use of these
technologies to be able to achieve significant market
penetration.
III. IMPACTS OF GRID-CONNECTED PV
ELECTRICITY ON POWER SYSTEMS
In general, grid-connected PV systems are installed to
enhance the performance of the electric
arrays (as well as other distributed generation (DG)
units) provide energy at the load side of the
distribution network, reducing the feeder active power
loading and hence improving the voltage profile. As a
result, PV systems can delay the operation time of
shunt capacitors and series voltage regulators, thus
increasing their lifetime. PV systems can also reduce
the losses in distribution feeders if optimally sized and
allocated. The example given in Ref. 25 shows that
for a distribution feeder supplying 10 MW uniformly
distributed load along its length, 4–6 MW of PV
distributed generation will provide optimal minimum
losses in the feeder. PV systems can increase the load
carrying capability (LCC), which is the amount of
load a power system can handle while satisfying
certain reliability criteria, of existing networks. To
meet increased demand while satisfying the same
reliability criteria, utilities have to increase their
generation capacity. However, in Ref. 26, it was
shown that the LCC of an electrical network can be
doubled with 10% PV penetration level; thus, utilities
can defer the addition of extra generating capacities to
other areas. The LCC can be increased further more if
battery storage systems are installed in parallel with
PV arrays.
However, PV systems can also impose several
negative impacts on power networks, especially if
their penetration level is high. These impacts are
dependent on the size as well as the location of the PV
system. According to the IEEE standard 929
PV systems are classified based on their ratings into
three distinct categories: (1) Small systems rated at 10
kW or less, (2) intermediate systems rated between 10
kW and 500 kW, and (3) large systems rated above
500 kW. The first two categories are usually i
at the distribution level, as opposed to the last
category which is usually installed at the
transmission/sub-transmission levels.
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018
in 2005 to 2.2 GW/year in 2017. Moreover, the
s agreed to raise the
3.5 GW/yr starting
from 2011.Electricity from solar PV and concentrated
solar power plants is significantly expensive and
requires significant drop in cost or change in policies
g or forcing the use of these
technologies to be able to achieve significant market
CONNECTED PV
ELECTRICITY ON POWER SYSTEMS
connected PV systems are installed to
enhance the performance of the electric network; PV
arrays (as well as other distributed generation (DG)
units) provide energy at the load side of the
distribution network, reducing the feeder active power
loading and hence improving the voltage profile. As a
ration time of
shunt capacitors and series voltage regulators, thus
increasing their lifetime. PV systems can also reduce
the losses in distribution feeders if optimally sized and
allocated. The example given in Ref. 25 shows that
supplying 10 MW uniformly
6 MW of PV
distributed generation will provide optimal minimum
losses in the feeder. PV systems can increase the load
carrying capability (LCC), which is the amount of
handle while satisfying
certain reliability criteria, of existing networks. To
meet increased demand while satisfying the same
reliability criteria, utilities have to increase their
generation capacity. However, in Ref. 26, it was
electrical network can be
doubled with 10% PV penetration level; thus, utilities
can defer the addition of extra generating capacities to
other areas. The LCC can be increased further more if
battery storage systems are installed in parallel with
However, PV systems can also impose several
negative impacts on power networks, especially if
their penetration level is high. These impacts are
location of the PV
system. According to the IEEE standard 929–2000,
ystems are classified based on their ratings into
three distinct categories: (1) Small systems rated at 10
kW or less, (2) intermediate systems rated between 10
kW and 500 kW, and (3) large systems rated above
500 kW. The first two categories are usually installed
at the distribution level, as opposed to the last
category which is usually installed at the
A. Impacts of large PV systems This section reviews
the literature concerning the anticipated impacts of
large-scale PV systems (above 500 kW) on
transmission/sub-transmission networks.
PV arrays’ output is unpredictable and is highly
dependent on environmental conditions such as
temperature and insolation levels as depicted in
Figures 2 and 3, respectively. Partial shadin
passing clouds, temperature, and insolation random
variations are all factors that will affect PV system
production, resulting in rapid fluctuations in its output
power.
Fig. 2. Effect of temperature variation on the DC
power of a PV array.
Fig. 3. Effect of insolation variation on the DC power
output of a PV array
In a practical study [25] on a 2 MW solar plant on a
distribution feeder, the power output was measured
and recorded every 5 min. The measurements showed
sudden and severe power fluc
passing clouds and morning fog. Active power
fluctuations result in severe frequency variations in
the electrical network, whereas reactive power
fluctuations result in substantial voltage fluctuations.
These voltage fluctuations may cau
switching of capacitor banks. In Ref. 28, it has also
been shown that voltage flickers occur more
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
Apr 2018 Page: 1793
Impacts of large PV systems This section reviews
the literature concerning the anticipated impacts of
systems (above 500 kW) on
transmission networks.
PV arrays’ output is unpredictable and is highly
dependent on environmental conditions such as
temperature and insolation levels as depicted in
Figures 2 and 3, respectively. Partial shading due to
passing clouds, temperature, and insolation random
variations are all factors that will affect PV system
production, resulting in rapid fluctuations in its output
Fig. 2. Effect of temperature variation on the DC
g. 3. Effect of insolation variation on the DC power
In a practical study [25] on a 2 MW solar plant on a
distribution feeder, the power output was measured
and recorded every 5 min. The measurements showed
sudden and severe power fluctuations caused by
passing clouds and morning fog. Active power
fluctuations result in severe frequency variations in
the electrical network, whereas reactive power
fluctuations result in substantial voltage fluctuations.
These voltage fluctuations may cause nuisance
switching of capacitor banks. In Ref. 28, it has also
been shown that voltage flickers occur more
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
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frequently at higher penetration of PV systems during
clouds transients.
B. Increased ancillary services requirements
Since the grid acts as an energy buffer to compensate
for any power fluctuations and firm up the output
power of PV sources, thus, generating stations’
outputs need to be adjusted frequently to cope with
the PV power fluctuations, i.e., to dance with the sun.
For example, if a cloud blanked out a PV system
supplying 1 MW of electricity in 10 s, then the
electric grid should be able to inject extra power at a
rate of 1 MW/10 s or else voltage and frequency
disturbances will occur in the power system. As a
result, utilities need to incorporate fast ramping power
generation to compensate for these power fluctuations
from PV arrays before voltage and frequency
variations exceed the allowable limits. Current
regulating generation sources (such as hydro-
generator plants) are too slow and so are unable to
compensate for the abovementioned fast power
fluctuations. They also produce too much pollution
during ramping regulating operations. Therefore, the
increase in regulation service requirements
counteracts the emission savings resulting from
renewable generation. The previous situation also
necessitates a significant increase in the frequency
regulation requirements at higher penetration levels of
PV systems. For example, the current frequency
regulation requirements at the California Independent
System Operator (CAISO) are 1% of peak demand, or
about 350 MW. It has been estimated that 2%
frequency regulation requirement will be required for
a penetration level of 20% PV electricity and 4% to
integrate 33% PV electricity by 2022.Another study,
performed in Japan, concluded that for 10% PV
penetration, the frequency regulation requirements
will increase 2.5% over the base no-PV case. At 30%
solar PV penetration, authors found that that
frequency regulation should increase by 10%.
According to their conclusion, the cost of doing that
will exceed any possible benefits from PV electricity.
A similar study in Arizona32 concluded that the
maximum tolerable penetration level of PV systems is
approximately 5% with the existing frequency
regulation capacities. For the above mentioned reason,
frequency regulation service plays an important role
in determining the maximum allowable penetration
level of PV electricity in the power system.
Geographical distribution of PV arrays in a certain
region plays an important role in determining the
maximum allowable PV penetration in that region; the
closer those PV arrays are, the more power
fluctuations are expected due to clouds, and the more
frequency regulation service is needed to balance out
those power fluctuations. Jewell studied this
phenomenon in Ref. 7 and concluded for the current
spinning reserve capacities, the following penetration
levels are acceptable:
 1.3% if the PV system is located at a central
station.
 6.3% if the PV system is located in 10 km2
area.
 18.1% if the PV system is located in 100 km2
area.
 35.8% if the PV system is located in 1000 km2
area.
These results indicate that, due to their dispersed
nature, small-scale PV systems are not likely to
impact frequency regulation requirements and so,
these requirements should be determined based on the
penetration level of large, centralized PV stations
only.
IV. STABILITY PROBLEMS
As explained earlier, PV arrays’ output is
unpredictable and is highly dependent on
environmental conditions. This unpredictability
greatly impacts the power system operation as they
cannot provide a dispatchable supply that is adjustable
to the varying demand, and thus the power system has
to deal with not only uncontrollable demand but also
uncontrollable generation.27 As a result, greater load
stability problems may occur. PV arrays do not have
any rotating masses; thus, they do not have inertia and
their dynamic behavior is completely controlled by
the characteristics of the interfacing inverter. In Ref.
33, the impact of high penetration of PV generation
on power system small signal stability was addressed.
The paper showed that PV systems may have
beneficial or detrimental impacts on the power system
stability depending on their locations, ratings, etc. As
the penetration level of PV increases, more
conventional generators are being replaced by PV
arrays; thus, the damping ratio of the system
increases. As a result, the oscillation in the system
decreases. The presence of solar PV generation also
can change the mode shape of the inter-area mode for
the synchronous generators those are not replaced by
PV systems. The authors found that some critical
synchronous generators should be kept online (even if
they are operating beyond their economic operating
range) to maintain sufficient damping of the system.
Another study34 showed that during fault conditions
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
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in a system with high PV penetration, rotors of some
of the conventional generators swing at higher
magnitudes. The authors of Ref. 35 studied the
impacts of large-scale PVs on voltage stability of
subtransmission systems. The study concluded that
PV sizes, locations, and modes of operation have
strong impacts on static voltage stability; voltage
stability deteriorates due to PV inverters operating in
constant power factor mode of operation, whereas PV
inverters operating in the voltage regulation mode
may improve the system voltage stability.
V. POWER QUALITY PROBLEMS
At coupled ac topologies the ac network of the
microgrid is directly connected to the power grid by a
transformer and an ac-dc converter is used for the dc
network. Alternatively, decoupled ac configurations
are composed at least by an ac-dc and dc-ac stage; this
means there is no direct connection between the
power grid and the ac network of the microgrid. Fig. 3
shows the most important configurations identified for
both topologPower quality issues are one of the major
impacts of high PV penetration on distribution
networks; power inverters used to interface PV arrays
to power grids are producing harmonic currents; thus,
they may increase the total harmonic distortion (THD)
of both voltage and currents at the point of common
coupling (PCC). However, voltage harmonics are
usually within limits if the network is stiff enough
with low equivalent series impedance.41 Current
harmonics, on the other hand, are produced by high
pulse power electronic inverters and usually appear at
high orders with small magnitudes.19 An issue with
higher-order current harmonics is that they may
trigger resonance in the system at high frequencies.
This situation occurred in the holiday park
“Bronsbergen” in the Netherlands where the 11th and
15th voltage harmonics exceeded the permissible
limits due to resonance between the grid inductance
and the inverter high capacitance.21 Diversity effect
between different current harmonics can also reduce
the overall magnitude of those current harmonics;
nevertheless, in Ref. 42, it is reported that the phase
shift for single phase inverters is usually small, and
thus these harmonic currents added to each other,
resulting in a total increase in the current THD which
may lead to nuisance between inverters. This
condition was observed in the Nieuwland project in
the Netherlands; although each inverter complies with
the Dutch power quality standards, measurements
taken at the PCC showed a high current harmonic
pollution level, which violates the Dutch power
quality standards due to interaction between the
harmonics of different inverters.22 Another power
quality concern is the inter-harmonics that appear at
low harmonic range (below the 13th harmonic). These
inter-harmonics may interact with loads in the vicinity
of the inverter.43 Even harmonics (especially the
second harmonics) can possibly add to the unwanted
negative sequence currents affecting three phase
loads.29 DC injections as well may accumulate and
flow through distribution transformer, leading to a
possible damage.29 IEEE Std. 1547 restricts DC
injection from a PV system to 0.5%.
VI. INCREASED REACTIVE POWER
REQUIREMENTS
PV inverters normally operate at unity power factor
for two reasons. The first reason is that current
standards (IEEE 929-2000) do not allow PV inverters
to operate in the voltage regulation mode. The second
reason is that owners of small residential PV systems
in the incentive-programs are revenued only for their
kilowatt-hour yield, not for their kilovolt-ampere hour
production. Thus, they prefer to operate their inverters
at unity power factor to maximize the active power
generated and accordingly, their return. As a result,
the active power requirements of existing loads are
partially met by PV systems, reducing the active
power supply from the utility. However, reactive
power requirements are still the same and have to be
supplied completely by the utility. A high rate of
reactive power supply is not preferred by the
utilities19 because in this case distribution
transformers will operate at very low power factor (in
some cases it can reach 0.6). Transformers’ efficiency
decreases as their operating power factor decreases, as
a result, the overall losses in distribution transformers
will increase reducing the overall system efficiency.
CONCLUSIONS
PV solar systems are expected to be one of the most
growing sources of electricity in the next decades.
However, they have numerous negative impacts on
electrical networks. There is no agreed upon
maximum allowable penetration limit for PV
electricity in a certain network as it depends on the
network’s characteristics as well as types, locations,
and geographical distribution of PV arrays within the
network. However, cloud transients and the
mandatory increase in frequency regulation services
are usually the bottleneck against the widespread
adoption of PV electricity. It is not exaggeratory to
International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470
@ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1796
say that electrical power systems under the current
circumstances are not yet ready to accommodate the
anticipated increase in PV penetration. More research
work is clearly required to address these impacts and
hence, stretch the allowable limits of PV electricity.
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High Penetration Solar Forum, U.S. Department
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28. See
http://www.ece.cmu.edu/electriconf/pdfs/Navigant
%20-
%20Integrating%20PV%20on%20Distribution%2
0- %20CMU%20Electricity%20Industry%20-
%2003-09-2011.pdf for effect of PV systems on
system voltages.
29. F. A. Farret and M. G. Sim~oes, Integration of
Alternative Sources of Energy (Wiley Online
Library, 2006).
30. J. Enslin, “Grid impacts and solutions of
renewables at high penetration levels,” Quanta
Technology, 2009

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Grid connected PV systems and their growth in power system

  • 1. @ IJTSRD | Available Online @ www.ijtsrd.com ISSN No: 2456 International Research Grid connected PV systems and their growth in power system M.Tech Scholar, Electrical Engineering YIET, Gadhauli ABSTRACT Uneconomical extension of the grid has led to generation of electric power at the end user facility and has been proved to be cost effective and to an extent efficient. With augmented significance on eco friendly technologies the use of renewable energy sources such as micro-hydro, wind, solar, biomass and biogas is being explored. This paper presents an addresses the potential impacts of grid photovoltaic (PV) systems on electrical networks. The paper starts by emphasizing the increased importance of generating electricity from PV arrays. The growth in PV installed capacity worldwide is elaborated; futuristic expansion plans for several countries as well as existing PV projects worldwide are highlighted. The paper continues by evaluating the most important impacts of PV electricity on electrical networks. Finally, the authors summarize the literature’s findings regarding the maximum allowable PV penetration that can be safely integrated into existing networks. I. INTRODUCTION Requirement of energy in its most suitable form is the need of millions of people throughout the globe. It can be fuel, used in transportation, electrical energy for lighting loads, etc. With the beginning of 21st century, industrialization has raised many compared to 18th century; this has resulted in a massive scale extraction of fossil fuels at an alarming pace globally. The global climate change has added to the problem of scarcity of fossil fuels. Now it is time to look into the solution of energy crisis, created by the reduction of fossil fuels without altering the climate behavior. In stand-alone mode, transportation of conventional energy sources (like coal, oil, and @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 ISSN No: 2456 - 6470 | www.ijtsrd.com | Volume International Journal of Trend in Scientific Research and Development (IJTSRD) International Open Access Journal Grid connected PV systems and their growth in power system Javeed Ahmad Khan M.Tech Scholar, Electrical Engineering Department YIET, Gadhauli, Yamunanagar, Haryana, India Uneconomical extension of the grid has led to generation of electric power at the end user facility and has been proved to be cost effective and to an extent efficient. With augmented significance on eco- technologies the use of renewable energy hydro, wind, solar, biomass and biogas is being explored. This paper presents an addresses the potential impacts of grid-connected photovoltaic (PV) systems on electrical networks. The arts by emphasizing the increased importance of generating electricity from PV arrays. The growth in PV installed capacity worldwide is elaborated; futuristic expansion plans for several countries as well as existing PV projects worldwide are highlighted. The paper continues by evaluating the most important impacts of PV electricity on electrical networks. Finally, the authors summarize the literature’s findings regarding the maximum allowable PV penetration that can be safely integrated into existing Requirement of energy in its most suitable form is the need of millions of people throughout the globe. It can be fuel, used in transportation, electrical energy for lighting loads, etc. With the beginning of 21st century, industrialization has raised many folds compared to 18th century; this has resulted in a massive scale extraction of fossil fuels at an alarming pace globally. The global climate change has added to the problem of scarcity of fossil fuels. Now it is time y crisis, created by the reduction of fossil fuels without altering the alone mode, transportation of conventional energy sources (like coal, oil, and natural gas) is quite difficult and grid extension is also not cost effective due to remoteness and difficult terrain. Renewable energy is the most appropriate solution to supply energy in isolated areas. Utilization of locally available resources is the best possible option to meet the energy requirement. Depending on the site conditions, single technology or aggregated technology would be selected in stand These ambitious targets of reducing dependency on fossil fuels—and hence, decreasing the resulting greenhouse gas emissions— without active participation by the global energy sector, which is responsible for approximately two third the world’s greenhouse gas emissions. However, this task is made difficult by the booming demand for electricity: electrical energy currently represents 12% of total global energy consumption; however, this percentage is expected to increase in the future to become 34% of total consumed energy by 2025. Thus, a complex dilemma exists: on one hand, greenhouse emissions produced by the energy sector require significant reduction; on the other hand, electrical energy production must increase to meet growing demand for electricity. In the Canadian energy sector, the situation is even worse as coal is extensively used for the generation of electricity; approximately 17% of the total electricity generated in Canada is obtained by coal fired power plants. Coal is one of the biggest sources of greenhouse gases. Utilizing renewable sources of energy such as wind and solar to generate electricity provides a feasible solution for the p dilemma as these renewables are clean, emission sources of energy that can be used to generate electricity and at the same time protect our environment for future generations. Solar energy, in Apr 2018 Page: 1791 6470 | www.ijtsrd.com | Volume - 2 | Issue – 3 Scientific (IJTSRD) International Open Access Journal Grid connected PV systems and their growth in power system natural gas) is quite difficult and grid extension is also ve due to remoteness and difficult terrain. Renewable energy is the most appropriate solution to supply energy in isolated areas. Utilization of locally available resources is the best possible option to meet the energy requirement. Depending on onditions, single technology or aggregated technology would be selected in stand-alone mode. These ambitious targets of reducing dependency on and hence, decreasing the resulting —cannot be achieved cipation by the global energy sector, which is responsible for approximately two third the world’s greenhouse gas emissions. However, this task is made difficult by the booming demand for electricity: electrical energy currently represents 12% bal energy consumption; however, this percentage is expected to increase in the future to become 34% of total consumed energy by 2025. Thus, a complex dilemma exists: on one hand, greenhouse emissions produced by the energy sector require tion; on the other hand, electrical energy production must increase to meet growing demand for electricity. In the Canadian energy sector, the situation is even worse as coal is extensively used for the generation of electricity; approximately 17% otal electricity generated in Canada is obtained by coal fired power plants. Coal is one of the biggest sources of greenhouse gases. Utilizing renewable sources of energy such as wind and solar to generate electricity provides a feasible solution for the previous dilemma as these renewables are clean, emission-free sources of energy that can be used to generate electricity and at the same time protect our environment for future generations. Solar energy, in
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1792 particular, if properly utilized to generate electricity using photovoltaic (PV) arrays, can fulfill all the electricity needs of mankind. A simple calculation reveals that the amount of solar energy received in 1 hour by the earth is equivalent to the world’s annual energy consumption. Another calculation shows that all the energy demand of the United States can be supplied by only 0.2% of the solar radiation it receives. It was believed that integrating PV solar systems into power networks would not be a difficult task; however, when the penetration level of PV electricity started to increase, utilities began to face new non- traditional problems mainly due to the intermittent nature of solar energy; PV array output is highly dependent on environmental conditions such as temperature and irradiance. Fast moving clouds, for example, result in rapid fluctuations in the output power of PV arrays, and thus, the power system has to deal with not only uncontrollable demand but also uncontrollable generation. In this paper, the impacts of solar PV arrays on electrical systems are reviewed to identify the bottlenecks blocking the widespread adoption of PV electricity. Fig. 1: Rise in RERS based electricity generation worldwide II. GROWTH IN THE PV ELECTRICITY INSTALLED CAPACITY The global PV installed capacity has increased greatly over the past few decades. During the past 15 years, global PV installed capacity has experienced an annual growth rate of about 45% as shown in Figure 1. This is because the global energy sector realized that generating electricity from renewables will be the only available option to satisfy the growing demand for electricity when all available fossil fuel resources are consumed. Another reason for that is the anticipated benefit of PV electricity sector on national economy. Despite its high initial cost (6000–10 000$/kW), cost of jobs created by PV electricity is 4– 6 times less than the cost of jobs created by nuclear, natural gas, or coal. A million dollar investment in solar PV will create only 30%–42% of the energy produced by other power plants but 2.4–6.4 times more jobs. Thus, many countries have developed ambitious plans to increase their electricity production using PV arrays; for example, in Ontario, the FIT and the microFIT programs funded by the Ontario Power Authority (OPA) are intended to encourage the development of renewables in the province by offering competitive incentives. This initiative is conceptually important as 80% of the existing electric generation capacity in Ontario needs to be replaced within the next 20 yr. Most of the MicroFIT proposals are rooftop PV systems. As a result, annual PV installations in Canada are expected to exceed the annual wind installations by 2013 and there would be 3 GW of solar energy in Ontario electric system by 2015. In California, the Renewable Portfolio standard (RPS) program submitted by governor Arnold Schwarzenegger requires thatthe penetration level of renewables reaches the 33% goal by 2020; more than 9500 MW of PV power projects are currently proposed for interconnection with the system by 2018. In China, the Government has developed ambitious plans to install 10 GW PV capacities. The government also targets 50 GW total installed PV capacity by 2020.13 In July 2009, the Indian Government unveiled a 19 109 US$ plan to produce 20 GW of solar power by 2020.14 In Germany, the installation rate of solar PV systems increased from 800 MW/year 0 200 400 600 800 1000 1200 1994-2004 2005-2010 2011-2016 2017-2022 Capacitygrowth(GW) RERs based electricity generation growth in world Wind solar PV Hydropower Others Additional-accelerated case capacity growth
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 @ IJTSRD | Available Online @ www.ijtsrd.com in 2005 to 2.2 GW/year in 2017. Moreover, the German political establishment has agreed to raise the solar PV installation target to 2.5–3.5 GW/yr starting from 2011.Electricity from solar PV and concentrated solar power plants is significantly expensive and requires significant drop in cost or change in policies by either subsidizing or forcing the use of these technologies to be able to achieve significant market penetration. III. IMPACTS OF GRID-CONNECTED PV ELECTRICITY ON POWER SYSTEMS In general, grid-connected PV systems are installed to enhance the performance of the electric arrays (as well as other distributed generation (DG) units) provide energy at the load side of the distribution network, reducing the feeder active power loading and hence improving the voltage profile. As a result, PV systems can delay the operation time of shunt capacitors and series voltage regulators, thus increasing their lifetime. PV systems can also reduce the losses in distribution feeders if optimally sized and allocated. The example given in Ref. 25 shows that for a distribution feeder supplying 10 MW uniformly distributed load along its length, 4–6 MW of PV distributed generation will provide optimal minimum losses in the feeder. PV systems can increase the load carrying capability (LCC), which is the amount of load a power system can handle while satisfying certain reliability criteria, of existing networks. To meet increased demand while satisfying the same reliability criteria, utilities have to increase their generation capacity. However, in Ref. 26, it was shown that the LCC of an electrical network can be doubled with 10% PV penetration level; thus, utilities can defer the addition of extra generating capacities to other areas. The LCC can be increased further more if battery storage systems are installed in parallel with PV arrays. However, PV systems can also impose several negative impacts on power networks, especially if their penetration level is high. These impacts are dependent on the size as well as the location of the PV system. According to the IEEE standard 929 PV systems are classified based on their ratings into three distinct categories: (1) Small systems rated at 10 kW or less, (2) intermediate systems rated between 10 kW and 500 kW, and (3) large systems rated above 500 kW. The first two categories are usually i at the distribution level, as opposed to the last category which is usually installed at the transmission/sub-transmission levels. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 in 2005 to 2.2 GW/year in 2017. Moreover, the s agreed to raise the 3.5 GW/yr starting from 2011.Electricity from solar PV and concentrated solar power plants is significantly expensive and requires significant drop in cost or change in policies g or forcing the use of these technologies to be able to achieve significant market CONNECTED PV ELECTRICITY ON POWER SYSTEMS connected PV systems are installed to enhance the performance of the electric network; PV arrays (as well as other distributed generation (DG) units) provide energy at the load side of the distribution network, reducing the feeder active power loading and hence improving the voltage profile. As a ration time of shunt capacitors and series voltage regulators, thus increasing their lifetime. PV systems can also reduce the losses in distribution feeders if optimally sized and allocated. The example given in Ref. 25 shows that supplying 10 MW uniformly 6 MW of PV distributed generation will provide optimal minimum losses in the feeder. PV systems can increase the load carrying capability (LCC), which is the amount of handle while satisfying certain reliability criteria, of existing networks. To meet increased demand while satisfying the same reliability criteria, utilities have to increase their generation capacity. However, in Ref. 26, it was electrical network can be doubled with 10% PV penetration level; thus, utilities can defer the addition of extra generating capacities to other areas. The LCC can be increased further more if battery storage systems are installed in parallel with However, PV systems can also impose several negative impacts on power networks, especially if their penetration level is high. These impacts are location of the PV system. According to the IEEE standard 929–2000, ystems are classified based on their ratings into three distinct categories: (1) Small systems rated at 10 kW or less, (2) intermediate systems rated between 10 kW and 500 kW, and (3) large systems rated above 500 kW. The first two categories are usually installed at the distribution level, as opposed to the last category which is usually installed at the A. Impacts of large PV systems This section reviews the literature concerning the anticipated impacts of large-scale PV systems (above 500 kW) on transmission/sub-transmission networks. PV arrays’ output is unpredictable and is highly dependent on environmental conditions such as temperature and insolation levels as depicted in Figures 2 and 3, respectively. Partial shadin passing clouds, temperature, and insolation random variations are all factors that will affect PV system production, resulting in rapid fluctuations in its output power. Fig. 2. Effect of temperature variation on the DC power of a PV array. Fig. 3. Effect of insolation variation on the DC power output of a PV array In a practical study [25] on a 2 MW solar plant on a distribution feeder, the power output was measured and recorded every 5 min. The measurements showed sudden and severe power fluc passing clouds and morning fog. Active power fluctuations result in severe frequency variations in the electrical network, whereas reactive power fluctuations result in substantial voltage fluctuations. These voltage fluctuations may cau switching of capacitor banks. In Ref. 28, it has also been shown that voltage flickers occur more International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 Apr 2018 Page: 1793 Impacts of large PV systems This section reviews the literature concerning the anticipated impacts of systems (above 500 kW) on transmission networks. PV arrays’ output is unpredictable and is highly dependent on environmental conditions such as temperature and insolation levels as depicted in Figures 2 and 3, respectively. Partial shading due to passing clouds, temperature, and insolation random variations are all factors that will affect PV system production, resulting in rapid fluctuations in its output Fig. 2. Effect of temperature variation on the DC g. 3. Effect of insolation variation on the DC power In a practical study [25] on a 2 MW solar plant on a distribution feeder, the power output was measured and recorded every 5 min. The measurements showed sudden and severe power fluctuations caused by passing clouds and morning fog. Active power fluctuations result in severe frequency variations in the electrical network, whereas reactive power fluctuations result in substantial voltage fluctuations. These voltage fluctuations may cause nuisance switching of capacitor banks. In Ref. 28, it has also been shown that voltage flickers occur more
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1794 frequently at higher penetration of PV systems during clouds transients. B. Increased ancillary services requirements Since the grid acts as an energy buffer to compensate for any power fluctuations and firm up the output power of PV sources, thus, generating stations’ outputs need to be adjusted frequently to cope with the PV power fluctuations, i.e., to dance with the sun. For example, if a cloud blanked out a PV system supplying 1 MW of electricity in 10 s, then the electric grid should be able to inject extra power at a rate of 1 MW/10 s or else voltage and frequency disturbances will occur in the power system. As a result, utilities need to incorporate fast ramping power generation to compensate for these power fluctuations from PV arrays before voltage and frequency variations exceed the allowable limits. Current regulating generation sources (such as hydro- generator plants) are too slow and so are unable to compensate for the abovementioned fast power fluctuations. They also produce too much pollution during ramping regulating operations. Therefore, the increase in regulation service requirements counteracts the emission savings resulting from renewable generation. The previous situation also necessitates a significant increase in the frequency regulation requirements at higher penetration levels of PV systems. For example, the current frequency regulation requirements at the California Independent System Operator (CAISO) are 1% of peak demand, or about 350 MW. It has been estimated that 2% frequency regulation requirement will be required for a penetration level of 20% PV electricity and 4% to integrate 33% PV electricity by 2022.Another study, performed in Japan, concluded that for 10% PV penetration, the frequency regulation requirements will increase 2.5% over the base no-PV case. At 30% solar PV penetration, authors found that that frequency regulation should increase by 10%. According to their conclusion, the cost of doing that will exceed any possible benefits from PV electricity. A similar study in Arizona32 concluded that the maximum tolerable penetration level of PV systems is approximately 5% with the existing frequency regulation capacities. For the above mentioned reason, frequency regulation service plays an important role in determining the maximum allowable penetration level of PV electricity in the power system. Geographical distribution of PV arrays in a certain region plays an important role in determining the maximum allowable PV penetration in that region; the closer those PV arrays are, the more power fluctuations are expected due to clouds, and the more frequency regulation service is needed to balance out those power fluctuations. Jewell studied this phenomenon in Ref. 7 and concluded for the current spinning reserve capacities, the following penetration levels are acceptable:  1.3% if the PV system is located at a central station.  6.3% if the PV system is located in 10 km2 area.  18.1% if the PV system is located in 100 km2 area.  35.8% if the PV system is located in 1000 km2 area. These results indicate that, due to their dispersed nature, small-scale PV systems are not likely to impact frequency regulation requirements and so, these requirements should be determined based on the penetration level of large, centralized PV stations only. IV. STABILITY PROBLEMS As explained earlier, PV arrays’ output is unpredictable and is highly dependent on environmental conditions. This unpredictability greatly impacts the power system operation as they cannot provide a dispatchable supply that is adjustable to the varying demand, and thus the power system has to deal with not only uncontrollable demand but also uncontrollable generation.27 As a result, greater load stability problems may occur. PV arrays do not have any rotating masses; thus, they do not have inertia and their dynamic behavior is completely controlled by the characteristics of the interfacing inverter. In Ref. 33, the impact of high penetration of PV generation on power system small signal stability was addressed. The paper showed that PV systems may have beneficial or detrimental impacts on the power system stability depending on their locations, ratings, etc. As the penetration level of PV increases, more conventional generators are being replaced by PV arrays; thus, the damping ratio of the system increases. As a result, the oscillation in the system decreases. The presence of solar PV generation also can change the mode shape of the inter-area mode for the synchronous generators those are not replaced by PV systems. The authors found that some critical synchronous generators should be kept online (even if they are operating beyond their economic operating range) to maintain sufficient damping of the system. Another study34 showed that during fault conditions
  • 5. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1795 in a system with high PV penetration, rotors of some of the conventional generators swing at higher magnitudes. The authors of Ref. 35 studied the impacts of large-scale PVs on voltage stability of subtransmission systems. The study concluded that PV sizes, locations, and modes of operation have strong impacts on static voltage stability; voltage stability deteriorates due to PV inverters operating in constant power factor mode of operation, whereas PV inverters operating in the voltage regulation mode may improve the system voltage stability. V. POWER QUALITY PROBLEMS At coupled ac topologies the ac network of the microgrid is directly connected to the power grid by a transformer and an ac-dc converter is used for the dc network. Alternatively, decoupled ac configurations are composed at least by an ac-dc and dc-ac stage; this means there is no direct connection between the power grid and the ac network of the microgrid. Fig. 3 shows the most important configurations identified for both topologPower quality issues are one of the major impacts of high PV penetration on distribution networks; power inverters used to interface PV arrays to power grids are producing harmonic currents; thus, they may increase the total harmonic distortion (THD) of both voltage and currents at the point of common coupling (PCC). However, voltage harmonics are usually within limits if the network is stiff enough with low equivalent series impedance.41 Current harmonics, on the other hand, are produced by high pulse power electronic inverters and usually appear at high orders with small magnitudes.19 An issue with higher-order current harmonics is that they may trigger resonance in the system at high frequencies. This situation occurred in the holiday park “Bronsbergen” in the Netherlands where the 11th and 15th voltage harmonics exceeded the permissible limits due to resonance between the grid inductance and the inverter high capacitance.21 Diversity effect between different current harmonics can also reduce the overall magnitude of those current harmonics; nevertheless, in Ref. 42, it is reported that the phase shift for single phase inverters is usually small, and thus these harmonic currents added to each other, resulting in a total increase in the current THD which may lead to nuisance between inverters. This condition was observed in the Nieuwland project in the Netherlands; although each inverter complies with the Dutch power quality standards, measurements taken at the PCC showed a high current harmonic pollution level, which violates the Dutch power quality standards due to interaction between the harmonics of different inverters.22 Another power quality concern is the inter-harmonics that appear at low harmonic range (below the 13th harmonic). These inter-harmonics may interact with loads in the vicinity of the inverter.43 Even harmonics (especially the second harmonics) can possibly add to the unwanted negative sequence currents affecting three phase loads.29 DC injections as well may accumulate and flow through distribution transformer, leading to a possible damage.29 IEEE Std. 1547 restricts DC injection from a PV system to 0.5%. VI. INCREASED REACTIVE POWER REQUIREMENTS PV inverters normally operate at unity power factor for two reasons. The first reason is that current standards (IEEE 929-2000) do not allow PV inverters to operate in the voltage regulation mode. The second reason is that owners of small residential PV systems in the incentive-programs are revenued only for their kilowatt-hour yield, not for their kilovolt-ampere hour production. Thus, they prefer to operate their inverters at unity power factor to maximize the active power generated and accordingly, their return. As a result, the active power requirements of existing loads are partially met by PV systems, reducing the active power supply from the utility. However, reactive power requirements are still the same and have to be supplied completely by the utility. A high rate of reactive power supply is not preferred by the utilities19 because in this case distribution transformers will operate at very low power factor (in some cases it can reach 0.6). Transformers’ efficiency decreases as their operating power factor decreases, as a result, the overall losses in distribution transformers will increase reducing the overall system efficiency. CONCLUSIONS PV solar systems are expected to be one of the most growing sources of electricity in the next decades. However, they have numerous negative impacts on electrical networks. There is no agreed upon maximum allowable penetration limit for PV electricity in a certain network as it depends on the network’s characteristics as well as types, locations, and geographical distribution of PV arrays within the network. However, cloud transients and the mandatory increase in frequency regulation services are usually the bottleneck against the widespread adoption of PV electricity. It is not exaggeratory to
  • 6. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1796 say that electrical power systems under the current circumstances are not yet ready to accommodate the anticipated increase in PV penetration. More research work is clearly required to address these impacts and hence, stretch the allowable limits of PV electricity. REFERENCES 1. Ramakumar R. Integrated renewable energy systems: power engineeringreview. IEEE 1995;15(2):10–3. 2. Ramakumar R, Abouzahr I, Ashenay KA. Knowledge-based approach to thedesign of integrated renewable energy systems. IEEE Trans Energy Convers1995;10:736–46. 3. Ramakumar R, Shetty PS, Ashenayi K. A linear programming approach to thedesign of integrated renewable energy systems for developing countries.IEEE Trans Energy Convers 1986;EC- 1:18–24. 4. Kanase Patil AB, Saini RP, Sharma MP. Integrated renewable energy systemsfor off grid rural electrification of remote area. Renew Energy 2013;5:1342–9. 5. Ashenayi K, Ramakumar R. IRES a program to design integrated renewableenergy systems. Energy 1990;15:1143–52. 6. Ramakumar R, Abouzahr I, Krishnan K, Ashenayi K. Design scenarios for integrated renewable energy systems. IEEE Trans Energy Convers 1995;10: 736–46. 7. Lasseter R, Abbas A, Marnay C, Stevens J, Dagle J, Guttromson R, et al. Integration of distributed energy resources: the CERTS Microgrid Concept California Energy Commission. P500-03-089F; October 2003. 8. Farret FA, Simões MG. Integration of Alternative Sources of Energy. Hoboken,NJ: Wiley; 2006. 9. Sao CK, Lehn PW. A transformerless energy storage system based on acascade multilevel PWM converter with star configuration. IEEE Trans IndAppl 2008;44(5):1621–30. 10. Sood PK, Lipo TA, Hansen IG. A versatile power converter for high-frequencylink systems. IEEE Trans Power Electron 1988;3(4):383–90. 11. Barton JP, Infield DG. Energy storage and its use with intermittent renewableenergy. IEEE Trans Energy Convers 2004;19:441–8. 12. Makansi J, Abboud A. Energy storage. The missing link in the electricity valuechain. Saint Louis, USA: Energy Storage Council; 2002. 13. Abbey C, Robinson J, Joós G. Integrating renewable energy sources andstorage into isolated diesel generator supplied electric power systems. In:Proceedings of the 13th international power electronics and motion controlconference (EPE- PEMC); 2008. 14. Chen H, Cong TN, Yang W, Tan C, Li Y, Ding Y. Progress in electrical energystorage system: a critical review. Prog Nat Sci 2009;19:291–312. 15. Karpinski AP, Makovetski B, Russell SJ, Serenyi JR, Williams DC. Silver-zinc:status of technology and applications. J Power Sources 1999;80:53–60. 16. Moore T, Douglas J. Energy storage, big opportunities on a smaller scale. EPRIJ 2006;Spring Issue:16–23. 17. Rahman F, Rehman S, Arif M, Majeed A. Overview of energy storage systemsfor storing electricity from renewable energy sources in Saudi Arabia. RenewSustain Energy Rev 2012;16:274– 83. 18. Rahman F, Skyllas-Kazacos M. Solubility of vanadyl sulfate in concentratedsulfuric acid solutions. J Power Sources 1998;72:105–10. 19. F. Katiraei, K. Mauch, and L. Dignard-Bailey, “Integration of photovoltaic power systems in high-penetration clusters for distribution networks and mini-grids,” National Resources Canada, January 2009 20. Schainker RB. Executive overview: energy storage options for a sustainableenergy future. In: Proceedings of the Power Engineering Society generalmeeting, vol. 2: 2004. p. 2309–14. 21. Chauhan A, Saini RP. Statistical analysis of wind speed data using Weibulldistribution parameters. In: Proceedings of the 1st International Conferenceon Non Conventional Energy (ICONCE), vol. 1: 2014. p. 160–3. 22. Khatod DK, Pant V, Sharma J. Analytical approach for well-being assessmentof small autonomous power systems with solar and wind energy sources.IEEE Trans Energy Convers 2010;25:535–45. 23. 3B. Mather, “Analysis of high-penetration levels of PV into the distribution grid in California,” in
  • 7. International Journal of Trend in Scientific Research and Development (IJTSRD) ISSN: 2456-6470 @ IJTSRD | Available Online @ www.ijtsrd.com | Volume – 2 | Issue – 3 | Mar-Apr 2018 Page: 1797 High Penetration Solar Forum, U.S. Department of Energy, March 2011 24. Kanase Patil AB, Saini RP, Sharma MP. Development of IREOM model basedon seasonally varying load profile for hilly remote areas of Uttarakhand statein India. Energy 2011;36:5690–702. 25. J. H. R. Enslin, “Network impacts of high penetration of photovoltaic solar power systems,” in 2010 IEEE Power and Energy Society General Meeting (2010), pp. 1–5. 26. J. T. Day and W. J. Hobbs, “Reliability impact of solar electric generation upon electric utility systems,” IEEE Trans. Reliab. R-31, 304–307 (1982). 27. R. Yan and T. K. Saha, “Voltage variation sensitivity analysis for unbalanced distribution networks due to photovoltaic power fluctuations,” IEEE Transactions on Power Systems 27, 1078– 1089 (2012). 28. See http://www.ece.cmu.edu/electriconf/pdfs/Navigant %20- %20Integrating%20PV%20on%20Distribution%2 0- %20CMU%20Electricity%20Industry%20- %2003-09-2011.pdf for effect of PV systems on system voltages. 29. F. A. Farret and M. G. Sim~oes, Integration of Alternative Sources of Energy (Wiley Online Library, 2006). 30. J. Enslin, “Grid impacts and solutions of renewables at high penetration levels,” Quanta Technology, 2009