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International Journal of Power Electronics and Drive System (IJPEDS)
Vol. 7, No. 4, December 2016, pp. 1348~1354
ISSN: 2088-8694, DOI: 10.11591/ijpeds.v7i4.pp1348-1354 ļ² 1348
Journal homepage: http://iaesjournal.com/online/index.php/IJPEDS
Performance and Energy Saving Analysis of Grid Connected
Photovoltaic in West Sumatera
Syafii, Refdinal Nazir
Electrical Engineering Department, Engineering Faculty, Universitas Andalas, Indonesia
Article Info ABSTRACT
Article history:
Received Apr 19, 2016
Revised Nov 23, 2016
Accepted Dec 6, 2016
The paper presents performance and energy saving analysis of 1.25 kWp grid
connected photovoltaic system under difference weather condition in West
Sumatera. The measured data were performed during weather data that often
occur in West Sumatra i.e. sunny, overcast, raining and cloudy.
The synchronizing process successfully done even bad weather conditions
when sunlight was low automatically. Photovoltaic in average start
producing power from 7:00 AM to 6:00 PM for normal or clear sky, however
under overcast, raining and cloudy weather, the PV power decreased and
disconnected earlier before sunset. During intermittent raining, overcast and
cloud covered the PV power output show an irregular profile. The PV energy
saving performed for three residential connection cases: 1300 VA, 900 VA
with subsidized and 900 VA without subsidized. The solar PV installation
have more benefits and energy saving for 1300 VA, 900 VA without
subsidized with payback period around 8.5 years. However, the 900 VA with
subsidized take longer 20.8 years, but still in PV lifespan 25 years. In the
future, household subsidies may be reduced or eliminated, the solar energy
will be viable alternative of energy resources when it can produce electricity
at a cost equivalent to utility grid PLN rate.
Keyword:
Energy saving
Grid connected PV
Performance analysis
Copyright Ā© 2016 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Syafii,
Electrical Engineering Department, Faculty of Engineering,
Universitas Andalas,
Kampus Limau Manis, Padang, West Sumatera, Indonesia.
Email: syafii@ft.unand.ac.id
1. INTRODUCTION
The Installation of renewable resource based distributed generation have been increased in many
countries with their policy of renewable energy and consideration of carbon emissions. Among renewable
energy sources, solar energy is the most alternative has been developed and reliable [1]. Reduction of
electricity subsidies and the implementation of incentive made installations solar power generation have
increased over the houses and buildings [2] [3] [4]. Electrical energy resources in Indonesia are still
dominated by fossil fuel, especially from coal and oil. Considering the reduction in availability of fossil fuel
resource and increasing awareness for environmental protection, causing researchers continues to seek
alternatives of new and renewable energy by utilizing the local resources.
Indonesia is an equatorial country and consists of more than 17,508 islands of which 6,000 are
inhabited and 1,000 are permanently settled. Indonesia's solar irradiation stands at 4.8 kWh per m2 per day,
however only 71.02MWp of solar PV has been installed, according to ESDM figures [5]. West Sumatera is
one of province lies at the equator line which has high solar irradiation will always be exposed to the sun for
10-12 hours a day and almost all parts of West Sumatera to get a relatively uniform radiation intensity. The
climatic condition of West Sumatera is specified as tropic climate which is arid and damp whereas the upland
areas are dominated by moderate temperature. Therefore, the research in synchronizing process and electrical
energy capture of PV system in West Sumatera need to analyzed.
ļ² ISSN: 2088-8694
IJPEDS Vol. 7, No. 4, December 2016 : 1348 ā€“ 1354
1349
Off grid solar PV particularly presents many opportunities. The dispersed, mountainous
and seismically active geography of the West Sumatera archipelago have made off grid systems as a right
solution. However, the integration of solar PV units into an existing distribution network can improve the
voltage profile and reduce total system losses [6]. The grid connected PV have been installed in many
countries abroad such as in Ireland [7], and United Arab Emirates [3]. These two types of PV installation
will be viable energy resource alternative in Indonesia, but it performance and benefits need to be analyzed.
The performance of solar panels is dependent upon sunlight it receives [8]. In general, the sun will
rise from the east toward the west in seconds, minutes and hours. As well as the sun wills light change in
position from south toward the north in monthly [9]. Therefore, synchronizing and solar power produced not
same, but depend on time and its location. This paper will report the PV performance during synchronize at
the morning and out of synchronize at the evening time as well as energy produce and saving.
This paper is organized as follows. In section 2, describes the grid connected PV test system
including performance of synchronizing process and energy saving analysis methods. The implementation
results and discussion are presented in section 3. Finally, section 4 concludes the paper.
2. RESEARCH METHOD
In this research, a photovoltaic system is installed for 1.25 kWp with on grid inverter 2 kW. The PV
system is part of a research solar energy located on the 4rd floor of Electrical Engineering Building,
Universitas Andalas, West Sumatera, Indonesia. The solar panel was used IPV250P which maximum power
in STC 250 Watt, 31.2 Volt polycrystalline silicon type. One unit Inverter on grid ICA Solar 2kW with
MPPT SNV-GT-2001SM type used to convert the DC power to AC power as well as synchronized device.
The overall setup of the 1250 Wp Photovoltaic system, consist of circuit breaker, grid-tied inverter
and busbar as shown in Figure 1. The monitoring system of photovoltaic recorded the data of voltage, current
and power for further analysis i.e. Synronization and energy saving.
Grid Tie
Inverter Residance
Load
Grid
PLN
1250 Wp, PV
Figure 1. Grid connected 1.25 kWp Photovoltaic system
2.1. Syncronization Process
The grid connected photovoltaic done after synchronizing the output phase, frequency and voltage
with the utility grid.On-grid PV inverter, converts DC to AC electricity, which is synchronous to power grid.
The magnitude of the sinusoidal voltage produced by the PV inverter must be higher than the magnitude of
the sinusoidal voltage of the utility grid PLN. The phase of output voltage the PV inverter must be the same
as the phase of the electrical system (Grid). Third, the frequency of the sinusoidal voltage produced by the
PV inverter must be equal to the frequency of the sinusoidal voltage produced by the grid.
2.2. Energy Saving Analysis
The costs have been spent for 1.25 Wp PV systemwas IDR 30.000.000. These cost have covered
five units of 250 Wp solar panels and one unit 2kW grid-tied inverter. This cost used as inisial inverstation in
PV installation energy saving analysis. Saving analysis performed for the following three cases:
Case 1: 1300 VA householdā€™s customers.
Case 2: 900 VA householdā€™s customers without subsidized
Case 3: 900 VA household with subsidized.
The 900 VA householdā€™s customers have twos cenarios i.e. with subsidized and without subsidized.
The power produced and payback period will be used as consideration parameters for feasibility grid
connected PV installation in West Sumatera area.
IJPEDS ISSN: 2088-8694 ļ²
Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera (Syafii)
1350
The energy generated by PV system can be calculated from average power multiplied by time. The
total energy over a certain time period will be calculated as equation (1).
E = ļƒ²
t
dttp
0
)( (1)
Where: p(t) = instantaneous power (kW)
E = Daily energy generated (kWh)
t = time (s)
The electrical energy produces by PV system per year can be calculated using:
Eyears = E * 365 days/year (2)
Energy saving can be obtained using equation (3):
Energy saving = Eyears* Electrical tariff (3)
The Indonesian government has already stopped providing electricity subsidy to residential
customers who have subscribed electricity capacity of 1,300 volt ampere (VA) and 2,200 VA since
earlier 2015. Therefore, the energy cost followed the tariff adjustment mechanism. Residential electrical tariff
can be obtained from utility grid PLN website [10]. For July 2016 the 1300 VA tariff was IDR 1.412.66 per
kWh. While for 900 VA connection, still have subsidized tariff of IDR 586.2 per kWh, but the Indonesian
government have a plan to terminated subsidies for electricity subscriber swith connections of 450 VA and
900 VA. Without subsidized 900 VA tariff IDR 1,340 per kWh. Based on these utility tariff, energy saving
for grid connected PV system can be analyzed.
3. RESULTS AND ANALYSIS
The monitoring system of photovoltaic recorded the data of voltage, current and power during
synchronizing process between photovoltaic and utility grid PLN, at evening time and at morning time. Solar
panels in average start producing power from 7:00 AM to 6:00 PM. The peak power time is from 10:00 AM
to 3:00 PM with some fluctuations depending upon the weather conditions. The measurements were
performed using this weather data that of ten occur in West Sumatera i.e. sunny, cloudy, over cast and
raining.
3.1. Performance Analysis
The PV system power generation under difference weather condition have been recorded in West
Sumatera as shown in Figure 1. Solar panels in average start producing power from 7:00 AM to 6:00.
The peak power time is from 10:00 AM to 3:00 PM with some fluctuations depending upon the weather
conditions. During intermitten training, overcast and cloud covered the PV power output show an irregular
profile.
4th case: Cloudy1st case: Sunny 2nd case: Overcast 3rd case: Raining
Figure 1. PV system power generation under difference weather condition
ļ² ISSN: 2088-8694
IJPEDS Vol. 7, No. 4, December 2016 : 1348 ā€“ 1354
1351
The PV current injection recorded data under difference weather condition show in Figure 2. The
enlargement of this current curve are show in Figure 3 and Figure 4, which present the synchronization
performances of grid connected photovoltaic under different weather condition. The Photovoltaic connected
to grid at 7:14 AM and out of grid at 5:54 PM for normal or clear sky condition. The synchronizing process
successfully done even bad weather conditions when sunlight was low automatically an shown in Figure 3.
However, under overcast, raining and cloudy weather, the PV power decreased and disconnected earlier
before sunset as shown in Figure 4. The 10-12 V voltage drop is there in on load condition after synchronized
during sunlight rise at early morning time. The 3-4V voltage rise is there in offload condition when sunlight
drops down in afternoon time. Figure 3 and Figure 4 shows that the synchronized time occurat 7:14 AM,
even around 7:08 AM grid-tied inverter synchronize have been work.
4th case: Cloudy1st case: Sunny 2nd case: Overcast 3rd case: Raining
Figure 2. PV Current injection under difference weather condition
Figure 3. Synchronized performance at morning time
The PV power and enegy produced in four difference weather condition are show in Table1. The
result show that in sunny day with clear sky produced more power and energy than cloud covered sky.
Therefore, the PV power and enegy produced are highly dependent on weather condition. The power and
energy produced will be used as consideration parameters for feasibility grid connected PV installation in
West Sumatera.
Table 1. PV Power and Enegy produced for four weather condition
Cases Average Power (Wp) Energy (kWh)/day Energy (kWh)/year
1st
Case: Clear Sky 559.07 6.709 2,448.73
2nd
Case: Overcast 302.15 3.623 1,323.42
3rd
Case: Raining 127.53 1.530 558.58
4th
Case: Cloudy 451.36 5.416 1,976.96
IJPEDS ISSN: 2088-8694 ļ²
Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera (Syafii)
1352
Figure 4. Out of synchronized performance at evening time
3. 2. Energy Saving Analysis
Solar panels start producing power in average from 7:00 AM to 6:00 PM as shown in Figure 3
and 4. There are 12 hours that PV work and produces electric power per day. For recoded data on clear sky,
the average power supplied to the grid was 559.07 Wp. By using equation (1), energy produced by PV
system to be 6,709Wh per day. After one year operated the energy produced will be 2,448.73 kWh.
Energy saving analysis performed using clear sky weather for the following three cases:
1. 1300 VA householdā€™s customers.
2. 900 VA householdā€™s customers without subsidized
3. 900 VA householdw ith subsidized.
The Indonesian government has already stopped providing electricity subsidy to subscribers who
have electricity capacity of 1,300 VA and 2,200 VA since earlier 2015. Therefore, the energy cost followed
the tariff adjustment mechanism. For July 2016 the 1300 VA tariff was IDR. 1.412.66 per kWh. While for
900 VA connection, still have subsidized tariff of IDR 586.2 per kWh, but the Indonesian government had a
plan to terminated subsidies for electricity subscribers with connections of4 50 VA and 900 VA. Without
subsidized 900VA tariff IDR 1,340 per kWh.
The average electrical energy produced by PV system for one year is 2,474.7 kWh equal to energy
saving IDR 3,459,218.12 3for 1300 VA, IDR 3,330,268.18 for 900 VA without subsidized and IDR
1,432,505.06 for 900 VA with subsidized. These saving then reduced from first investment cost for PV
system installation year by year. The cumulative result of energy saving vs times hows as Figure 5.
Figure 5. Commulative energy saving
The Figure 5 shows the solar PV installation have more benefits and energy saving for 1300VA
and 900 VA without subsidized with payback period around 8.5 years. However, the 900 VA with subsidized
take longer 20.8 years, but still in PV life span 25 years. In the future, household subsidies maybe reduced or
ļ² ISSN: 2088-8694
IJPEDS Vol. 7, No. 4, December 2016 : 1348 ā€“ 1354
1353
eliminated, the solar energy will be viable alternative of energy resources when it can produce electricity at a
cost equivalent to utility grid PLN rate.
4. CONCLUSION
The performance and energy saving analysis of grid connected Photovoltaic in West Sumatera have
been presented in this paper. The synchronizing process successfully done even bad weather conditions when
sunlight was low automatically. The PV power and enegy produced are highly dependent on weather
condition. There are 12 hours that PV work and produces electric power per day. For recoded data on clear
sky, the average power supplied to the grid was 559.07 Wp or energy produced by PV system 6,709Wh per
day. After one year operated the energy produced will be 2,448.73 kWh. However, in cloud covered
skypower and energy produce are decreased. The solar PV installation have more benefits and energy saving
for 1300VA, 900VA without subsidized with payback period around 8.5 years. However, the 900VA with
subsidized take longer 20.8 years, but still in PV lifespan 25 years. In the future, household subsidies may be
reduced or eliminated, the solar energy will be viable alternative of energy resources when it can produce
electricity at a cost equivalent to utility grid PLN rate.
ACKNOWLEDGEMENTS
The author gratefully acknowledge the assistance rendered by Directorate General of Higher
Education Ministry of Research, Technology, and Higher Education for the ļ¬nancial support under Hibah
Bersaing research grant 2016 (Contract No.020/SP2H/LT/DRPM/II/2016).
REFERENCES
[1] V.V Tyagi, N.A.A Rahim, N.A Rahim, and J.A.L. Selvaraj, ā€œProgress in solar PV technology: Research and
achievement.,ā€ Renew. Sustain. Energy Rev., vol. 20, pp. 443ā€“461, 2013.
[2] S. Hagerman, P. Jaramillo, and M Granger Morgan, ā€œIs rooftop solar PV at socket parity without subsidier?,ā€
Energy Policy, vol. 89, p. 8494, 2016.
[3] Steven Griffit and R. Mills, ā€œPotential of Rooftop Solar Photovoltaics in the Energy System Evaluation of United
Arab Emirates,ā€ Energy Strateg. Rev., vol. 9, pp. 1ā€“7, 2016.
[4] H. Shahinzadeh, M.M. Najaf Abadi, M. Hajahmadi, and A. Paknejad, ā€œDesign and economic study for use the
photovoltaic systems for electricity supply in Isfahan Museum Park,ā€ Int. J. Power Electron. Drive Syst., vol. 3, no.
1, pp. 83ā€“94, 2013.
[5] Ministry_ESDM, ā€œRencana Strategis (Renstra) Direktorat Jenderal EBTKE Tahun 2015 ā€“ 2019,ā€ 2015.
[6] Syafii and K.M. Nor, ā€œUnbalanced Active Distribution Analysis with Renewable Distributed Energy Resources,ā€
Telkomnika, vol. 13, no. 1, 2015.
[7] L.M. Ayompe, A. Duffy, S.J. Mc Cormack, and M. Conlon, ā€œMeasured performance of a 1.72 kW rooftop grid
connected photovoltaic system in Ireland,ā€ Energy Convers. Manag., vol. 52, no. 2, pp. 816ā€“825, 2011.
[8] A. Hiendro, R. Kurnianto, M. Rajagukguk, and Y. M. Simanjuntak, ā€œTechno-economic analysis of photovoltaic /
wind hybrid system for onshore / remote area in Indonesia TURBINE AC LOAD BATTERY GENERATOR,ā€
Energy, vol. 59, pp. 652ā€“657, 2013.
[9] Syafii, R. Nazir, and M. Hadi, ā€œImprove Dual Axis Solar Tracker Algorithm based on Sunrise and Sunset
Posistion,ā€ J. Electr. Syst., vol. 11, no. 4, 2015.
[10] PLN, ā€œTariff Adjustment bulan Juli 2016,ā€ 2016. [Online]. Available: http://www.pln.co.id/wp-
content/uploads/2016/07/07_TA.png.
BIOGRAPHIES OF AUTHORS
Syafiir eceived B.Sc degree in electrical engineering from University of North Sumatera,
and M.T. degree in electrical engineering from Bandung Istitute of Technology, Indonesia, in
2002 and Ph.D degree from Universiti Teknologi Malaysia in 2011. He is currently a senior
lecture in Dept. of Electrical Engineering, UniversitasAndalas, Indonesia. His research interests
are new and renewable energy, smart grid and power system computation.
IJPEDS ISSN: 2088-8694 ļ²
Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera (Syafii)
1354
Refdinal Nazir received B.E. and M.T. degree in electrical engineering from Bandung Istitute of
Technology, Indonesia, in 1985 and 1991 respectively, and Ph.D degree from Universiti
Teknologi Malaysia in 1999. He is currently a senior lecture in Dept. of Electrical Engineering,
Universitas Andalas, Indonesia. His research interests are electric machines, renewable energy,
distributed generation, and microgrid.

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Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera

  • 1. International Journal of Power Electronics and Drive System (IJPEDS) Vol. 7, No. 4, December 2016, pp. 1348~1354 ISSN: 2088-8694, DOI: 10.11591/ijpeds.v7i4.pp1348-1354 ļ² 1348 Journal homepage: http://iaesjournal.com/online/index.php/IJPEDS Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera Syafii, Refdinal Nazir Electrical Engineering Department, Engineering Faculty, Universitas Andalas, Indonesia Article Info ABSTRACT Article history: Received Apr 19, 2016 Revised Nov 23, 2016 Accepted Dec 6, 2016 The paper presents performance and energy saving analysis of 1.25 kWp grid connected photovoltaic system under difference weather condition in West Sumatera. The measured data were performed during weather data that often occur in West Sumatra i.e. sunny, overcast, raining and cloudy. The synchronizing process successfully done even bad weather conditions when sunlight was low automatically. Photovoltaic in average start producing power from 7:00 AM to 6:00 PM for normal or clear sky, however under overcast, raining and cloudy weather, the PV power decreased and disconnected earlier before sunset. During intermittent raining, overcast and cloud covered the PV power output show an irregular profile. The PV energy saving performed for three residential connection cases: 1300 VA, 900 VA with subsidized and 900 VA without subsidized. The solar PV installation have more benefits and energy saving for 1300 VA, 900 VA without subsidized with payback period around 8.5 years. However, the 900 VA with subsidized take longer 20.8 years, but still in PV lifespan 25 years. In the future, household subsidies may be reduced or eliminated, the solar energy will be viable alternative of energy resources when it can produce electricity at a cost equivalent to utility grid PLN rate. Keyword: Energy saving Grid connected PV Performance analysis Copyright Ā© 2016 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Syafii, Electrical Engineering Department, Faculty of Engineering, Universitas Andalas, Kampus Limau Manis, Padang, West Sumatera, Indonesia. Email: syafii@ft.unand.ac.id 1. INTRODUCTION The Installation of renewable resource based distributed generation have been increased in many countries with their policy of renewable energy and consideration of carbon emissions. Among renewable energy sources, solar energy is the most alternative has been developed and reliable [1]. Reduction of electricity subsidies and the implementation of incentive made installations solar power generation have increased over the houses and buildings [2] [3] [4]. Electrical energy resources in Indonesia are still dominated by fossil fuel, especially from coal and oil. Considering the reduction in availability of fossil fuel resource and increasing awareness for environmental protection, causing researchers continues to seek alternatives of new and renewable energy by utilizing the local resources. Indonesia is an equatorial country and consists of more than 17,508 islands of which 6,000 are inhabited and 1,000 are permanently settled. Indonesia's solar irradiation stands at 4.8 kWh per m2 per day, however only 71.02MWp of solar PV has been installed, according to ESDM figures [5]. West Sumatera is one of province lies at the equator line which has high solar irradiation will always be exposed to the sun for 10-12 hours a day and almost all parts of West Sumatera to get a relatively uniform radiation intensity. The climatic condition of West Sumatera is specified as tropic climate which is arid and damp whereas the upland areas are dominated by moderate temperature. Therefore, the research in synchronizing process and electrical energy capture of PV system in West Sumatera need to analyzed.
  • 2. ļ² ISSN: 2088-8694 IJPEDS Vol. 7, No. 4, December 2016 : 1348 ā€“ 1354 1349 Off grid solar PV particularly presents many opportunities. The dispersed, mountainous and seismically active geography of the West Sumatera archipelago have made off grid systems as a right solution. However, the integration of solar PV units into an existing distribution network can improve the voltage profile and reduce total system losses [6]. The grid connected PV have been installed in many countries abroad such as in Ireland [7], and United Arab Emirates [3]. These two types of PV installation will be viable energy resource alternative in Indonesia, but it performance and benefits need to be analyzed. The performance of solar panels is dependent upon sunlight it receives [8]. In general, the sun will rise from the east toward the west in seconds, minutes and hours. As well as the sun wills light change in position from south toward the north in monthly [9]. Therefore, synchronizing and solar power produced not same, but depend on time and its location. This paper will report the PV performance during synchronize at the morning and out of synchronize at the evening time as well as energy produce and saving. This paper is organized as follows. In section 2, describes the grid connected PV test system including performance of synchronizing process and energy saving analysis methods. The implementation results and discussion are presented in section 3. Finally, section 4 concludes the paper. 2. RESEARCH METHOD In this research, a photovoltaic system is installed for 1.25 kWp with on grid inverter 2 kW. The PV system is part of a research solar energy located on the 4rd floor of Electrical Engineering Building, Universitas Andalas, West Sumatera, Indonesia. The solar panel was used IPV250P which maximum power in STC 250 Watt, 31.2 Volt polycrystalline silicon type. One unit Inverter on grid ICA Solar 2kW with MPPT SNV-GT-2001SM type used to convert the DC power to AC power as well as synchronized device. The overall setup of the 1250 Wp Photovoltaic system, consist of circuit breaker, grid-tied inverter and busbar as shown in Figure 1. The monitoring system of photovoltaic recorded the data of voltage, current and power for further analysis i.e. Synronization and energy saving. Grid Tie Inverter Residance Load Grid PLN 1250 Wp, PV Figure 1. Grid connected 1.25 kWp Photovoltaic system 2.1. Syncronization Process The grid connected photovoltaic done after synchronizing the output phase, frequency and voltage with the utility grid.On-grid PV inverter, converts DC to AC electricity, which is synchronous to power grid. The magnitude of the sinusoidal voltage produced by the PV inverter must be higher than the magnitude of the sinusoidal voltage of the utility grid PLN. The phase of output voltage the PV inverter must be the same as the phase of the electrical system (Grid). Third, the frequency of the sinusoidal voltage produced by the PV inverter must be equal to the frequency of the sinusoidal voltage produced by the grid. 2.2. Energy Saving Analysis The costs have been spent for 1.25 Wp PV systemwas IDR 30.000.000. These cost have covered five units of 250 Wp solar panels and one unit 2kW grid-tied inverter. This cost used as inisial inverstation in PV installation energy saving analysis. Saving analysis performed for the following three cases: Case 1: 1300 VA householdā€™s customers. Case 2: 900 VA householdā€™s customers without subsidized Case 3: 900 VA household with subsidized. The 900 VA householdā€™s customers have twos cenarios i.e. with subsidized and without subsidized. The power produced and payback period will be used as consideration parameters for feasibility grid connected PV installation in West Sumatera area.
  • 3. IJPEDS ISSN: 2088-8694 ļ² Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera (Syafii) 1350 The energy generated by PV system can be calculated from average power multiplied by time. The total energy over a certain time period will be calculated as equation (1). E = ļƒ² t dttp 0 )( (1) Where: p(t) = instantaneous power (kW) E = Daily energy generated (kWh) t = time (s) The electrical energy produces by PV system per year can be calculated using: Eyears = E * 365 days/year (2) Energy saving can be obtained using equation (3): Energy saving = Eyears* Electrical tariff (3) The Indonesian government has already stopped providing electricity subsidy to residential customers who have subscribed electricity capacity of 1,300 volt ampere (VA) and 2,200 VA since earlier 2015. Therefore, the energy cost followed the tariff adjustment mechanism. Residential electrical tariff can be obtained from utility grid PLN website [10]. For July 2016 the 1300 VA tariff was IDR 1.412.66 per kWh. While for 900 VA connection, still have subsidized tariff of IDR 586.2 per kWh, but the Indonesian government have a plan to terminated subsidies for electricity subscriber swith connections of 450 VA and 900 VA. Without subsidized 900 VA tariff IDR 1,340 per kWh. Based on these utility tariff, energy saving for grid connected PV system can be analyzed. 3. RESULTS AND ANALYSIS The monitoring system of photovoltaic recorded the data of voltage, current and power during synchronizing process between photovoltaic and utility grid PLN, at evening time and at morning time. Solar panels in average start producing power from 7:00 AM to 6:00 PM. The peak power time is from 10:00 AM to 3:00 PM with some fluctuations depending upon the weather conditions. The measurements were performed using this weather data that of ten occur in West Sumatera i.e. sunny, cloudy, over cast and raining. 3.1. Performance Analysis The PV system power generation under difference weather condition have been recorded in West Sumatera as shown in Figure 1. Solar panels in average start producing power from 7:00 AM to 6:00. The peak power time is from 10:00 AM to 3:00 PM with some fluctuations depending upon the weather conditions. During intermitten training, overcast and cloud covered the PV power output show an irregular profile. 4th case: Cloudy1st case: Sunny 2nd case: Overcast 3rd case: Raining Figure 1. PV system power generation under difference weather condition
  • 4. ļ² ISSN: 2088-8694 IJPEDS Vol. 7, No. 4, December 2016 : 1348 ā€“ 1354 1351 The PV current injection recorded data under difference weather condition show in Figure 2. The enlargement of this current curve are show in Figure 3 and Figure 4, which present the synchronization performances of grid connected photovoltaic under different weather condition. The Photovoltaic connected to grid at 7:14 AM and out of grid at 5:54 PM for normal or clear sky condition. The synchronizing process successfully done even bad weather conditions when sunlight was low automatically an shown in Figure 3. However, under overcast, raining and cloudy weather, the PV power decreased and disconnected earlier before sunset as shown in Figure 4. The 10-12 V voltage drop is there in on load condition after synchronized during sunlight rise at early morning time. The 3-4V voltage rise is there in offload condition when sunlight drops down in afternoon time. Figure 3 and Figure 4 shows that the synchronized time occurat 7:14 AM, even around 7:08 AM grid-tied inverter synchronize have been work. 4th case: Cloudy1st case: Sunny 2nd case: Overcast 3rd case: Raining Figure 2. PV Current injection under difference weather condition Figure 3. Synchronized performance at morning time The PV power and enegy produced in four difference weather condition are show in Table1. The result show that in sunny day with clear sky produced more power and energy than cloud covered sky. Therefore, the PV power and enegy produced are highly dependent on weather condition. The power and energy produced will be used as consideration parameters for feasibility grid connected PV installation in West Sumatera. Table 1. PV Power and Enegy produced for four weather condition Cases Average Power (Wp) Energy (kWh)/day Energy (kWh)/year 1st Case: Clear Sky 559.07 6.709 2,448.73 2nd Case: Overcast 302.15 3.623 1,323.42 3rd Case: Raining 127.53 1.530 558.58 4th Case: Cloudy 451.36 5.416 1,976.96
  • 5. IJPEDS ISSN: 2088-8694 ļ² Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera (Syafii) 1352 Figure 4. Out of synchronized performance at evening time 3. 2. Energy Saving Analysis Solar panels start producing power in average from 7:00 AM to 6:00 PM as shown in Figure 3 and 4. There are 12 hours that PV work and produces electric power per day. For recoded data on clear sky, the average power supplied to the grid was 559.07 Wp. By using equation (1), energy produced by PV system to be 6,709Wh per day. After one year operated the energy produced will be 2,448.73 kWh. Energy saving analysis performed using clear sky weather for the following three cases: 1. 1300 VA householdā€™s customers. 2. 900 VA householdā€™s customers without subsidized 3. 900 VA householdw ith subsidized. The Indonesian government has already stopped providing electricity subsidy to subscribers who have electricity capacity of 1,300 VA and 2,200 VA since earlier 2015. Therefore, the energy cost followed the tariff adjustment mechanism. For July 2016 the 1300 VA tariff was IDR. 1.412.66 per kWh. While for 900 VA connection, still have subsidized tariff of IDR 586.2 per kWh, but the Indonesian government had a plan to terminated subsidies for electricity subscribers with connections of4 50 VA and 900 VA. Without subsidized 900VA tariff IDR 1,340 per kWh. The average electrical energy produced by PV system for one year is 2,474.7 kWh equal to energy saving IDR 3,459,218.12 3for 1300 VA, IDR 3,330,268.18 for 900 VA without subsidized and IDR 1,432,505.06 for 900 VA with subsidized. These saving then reduced from first investment cost for PV system installation year by year. The cumulative result of energy saving vs times hows as Figure 5. Figure 5. Commulative energy saving The Figure 5 shows the solar PV installation have more benefits and energy saving for 1300VA and 900 VA without subsidized with payback period around 8.5 years. However, the 900 VA with subsidized take longer 20.8 years, but still in PV life span 25 years. In the future, household subsidies maybe reduced or
  • 6. ļ² ISSN: 2088-8694 IJPEDS Vol. 7, No. 4, December 2016 : 1348 ā€“ 1354 1353 eliminated, the solar energy will be viable alternative of energy resources when it can produce electricity at a cost equivalent to utility grid PLN rate. 4. CONCLUSION The performance and energy saving analysis of grid connected Photovoltaic in West Sumatera have been presented in this paper. The synchronizing process successfully done even bad weather conditions when sunlight was low automatically. The PV power and enegy produced are highly dependent on weather condition. There are 12 hours that PV work and produces electric power per day. For recoded data on clear sky, the average power supplied to the grid was 559.07 Wp or energy produced by PV system 6,709Wh per day. After one year operated the energy produced will be 2,448.73 kWh. However, in cloud covered skypower and energy produce are decreased. The solar PV installation have more benefits and energy saving for 1300VA, 900VA without subsidized with payback period around 8.5 years. However, the 900VA with subsidized take longer 20.8 years, but still in PV lifespan 25 years. In the future, household subsidies may be reduced or eliminated, the solar energy will be viable alternative of energy resources when it can produce electricity at a cost equivalent to utility grid PLN rate. ACKNOWLEDGEMENTS The author gratefully acknowledge the assistance rendered by Directorate General of Higher Education Ministry of Research, Technology, and Higher Education for the ļ¬nancial support under Hibah Bersaing research grant 2016 (Contract No.020/SP2H/LT/DRPM/II/2016). REFERENCES [1] V.V Tyagi, N.A.A Rahim, N.A Rahim, and J.A.L. Selvaraj, ā€œProgress in solar PV technology: Research and achievement.,ā€ Renew. Sustain. Energy Rev., vol. 20, pp. 443ā€“461, 2013. [2] S. Hagerman, P. Jaramillo, and M Granger Morgan, ā€œIs rooftop solar PV at socket parity without subsidier?,ā€ Energy Policy, vol. 89, p. 8494, 2016. [3] Steven Griffit and R. Mills, ā€œPotential of Rooftop Solar Photovoltaics in the Energy System Evaluation of United Arab Emirates,ā€ Energy Strateg. Rev., vol. 9, pp. 1ā€“7, 2016. [4] H. Shahinzadeh, M.M. Najaf Abadi, M. Hajahmadi, and A. Paknejad, ā€œDesign and economic study for use the photovoltaic systems for electricity supply in Isfahan Museum Park,ā€ Int. J. Power Electron. Drive Syst., vol. 3, no. 1, pp. 83ā€“94, 2013. [5] Ministry_ESDM, ā€œRencana Strategis (Renstra) Direktorat Jenderal EBTKE Tahun 2015 ā€“ 2019,ā€ 2015. [6] Syafii and K.M. Nor, ā€œUnbalanced Active Distribution Analysis with Renewable Distributed Energy Resources,ā€ Telkomnika, vol. 13, no. 1, 2015. [7] L.M. Ayompe, A. Duffy, S.J. Mc Cormack, and M. Conlon, ā€œMeasured performance of a 1.72 kW rooftop grid connected photovoltaic system in Ireland,ā€ Energy Convers. Manag., vol. 52, no. 2, pp. 816ā€“825, 2011. [8] A. Hiendro, R. Kurnianto, M. Rajagukguk, and Y. M. Simanjuntak, ā€œTechno-economic analysis of photovoltaic / wind hybrid system for onshore / remote area in Indonesia TURBINE AC LOAD BATTERY GENERATOR,ā€ Energy, vol. 59, pp. 652ā€“657, 2013. [9] Syafii, R. Nazir, and M. Hadi, ā€œImprove Dual Axis Solar Tracker Algorithm based on Sunrise and Sunset Posistion,ā€ J. Electr. Syst., vol. 11, no. 4, 2015. [10] PLN, ā€œTariff Adjustment bulan Juli 2016,ā€ 2016. [Online]. Available: http://www.pln.co.id/wp- content/uploads/2016/07/07_TA.png. BIOGRAPHIES OF AUTHORS Syafiir eceived B.Sc degree in electrical engineering from University of North Sumatera, and M.T. degree in electrical engineering from Bandung Istitute of Technology, Indonesia, in 2002 and Ph.D degree from Universiti Teknologi Malaysia in 2011. He is currently a senior lecture in Dept. of Electrical Engineering, UniversitasAndalas, Indonesia. His research interests are new and renewable energy, smart grid and power system computation.
  • 7. IJPEDS ISSN: 2088-8694 ļ² Performance and Energy Saving Analysis of Grid Connected Photovoltaic in West Sumatera (Syafii) 1354 Refdinal Nazir received B.E. and M.T. degree in electrical engineering from Bandung Istitute of Technology, Indonesia, in 1985 and 1991 respectively, and Ph.D degree from Universiti Teknologi Malaysia in 1999. He is currently a senior lecture in Dept. of Electrical Engineering, Universitas Andalas, Indonesia. His research interests are electric machines, renewable energy, distributed generation, and microgrid.