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Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34
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Modelling and Analysis of Single Diode Photovoltaic Module
using MATLAB/Simulink
Amit Anand1
, A. K. Akella2
1
(M. Tech, Power System, National Institute of Technology, Jamshedpur)
2
(Associate Professor, Electrical and Electronics Engineering, National Institute of Technology, Jamshedpur)
ABSTRACT
The growing concern over environmental degradation resulting from combustion of fossil fuels and depleting
fossil fuel reserves has raised awareness about alternative energy options. Renewable energy system is perfect
solution of this problem. This paper presents a mathematical model of single diode solar photovoltaic (SPV)
module. SPV cell generates electricity when exposed to sunlight but this generation depends on whether
condition like temperature and irradiance, for better accuracy all the parameters are considered including shunt,
series resistance and simulated in MATLAB/Simulink. The output is analyzed by varying the temperature and
irradiance and effect of change in shunt and series resistance is also observed.
Keywords:- Solar photovoltaic (SPV), standard test condition (STC), mathematical model.
I. INTRODUCTION
Photovoltaic cell is the building block of
the SPV system, and semiconductor material such as
silicon and germanium are the building block of
SPV cell. When a SPV module is exposed to
sunlight it produces electric power if connected to a
suitable load. Basically solar cell is a PN junction
and when sunlight (photon) is allowed to fall on the
surface of a solar cell, the electrons get sufficient
energy and jump to the conduction band of the
semiconductor from the valence band and become
free to move [1]. When a semiconductor (silicon)
atom absorbs enough energy from sunlight, it will
release an electron. This electron will urgently seek
a free place to land. It can be useful to think of the
electron as frenetically, electrically, seeking a new
home. Electrons are released more easily if the
molecules are unstable. This is why impure, or
“doped,” silicon is used in the production of
photovoltaic cells [2].
A potential difference is created due to the
rearrangement of electrons across the terminals.
With the breaking of covalent bond inside the atom
of semiconductor, electron and hole pairs are
generated resulting in the formation of electric field.
Solar Photovoltaic system is highly reliable
as it has an average life of more than 20 years
because the conversion of sunlight into electricity is
a silent and instantaneous process and there are no
mechanical parts to wear out. But its efficiency
decreases with the ageing of the components. SPV
system has almost no harmful effect on our
environmental condition. The characteristic of a
solar cell varies with some weather conditions like
clouding, partial shading and intensity of radiation
i.e. it would be highly beneficial to improve the
efficiency of a SPV module so that more and more
energy can be extracted. PV cell characteristics are
described by the current and voltage levels. If there
is no load connected across the SPV cell then no
current will flow and the voltage developed across
the SPV cell is called open circuit voltage (Voc) and
if its two terminals are directly connected then the
maximum current flows called short circuit current
(Isc).
A SPV cell generates approximate voltage around
0.6 volts. To increase the voltage and current output
capacity, solar cells are connected in series and
parallel simultaneously or it can be connected in
both series and parallel [1,3].
Various types of tested and improved SPV
technologies exist based on standard microelectronic
manufacturing processes. Where the crystalline
(SPV module light-to-electricity efficiency: η = 10%
- 15%) and multi-crystalline (η = 9% - 12%) silicon
cells. Other types are: thin-film cadmium telluride (η
= 9%), thin-film amorphous silicon (η = 10%), and
thin-film copper indium dieseline (η = 12%) [2].
Performance of SPV devices at standard test
condition (STC) are specified by datasheets.
Various modelling technique of SPV cell is
proposed till now but two most adapted techniques
are single diode model and two diode model. Two
diode models is a complex way of designing SPV
cell, has higher accuracy as the effect of
recombination of carriers can be represented by
other diode. But this accuracy comes at a cost of
higher complexity and more computational time is
required as the number of unknown parameters is
RESEARCH ARTICLE OPEN ACCESS
Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34
www.ijera.com 30|P a g e
more than in single diode model [4]. Single diode
model is proposed in this paper for accuracy as well
as simplicity. It requires three parameters short
circuit current, open circuit voltage and ideality
factor to completely characterize the IV curve.
Model with series and shunt resistance is accurate
and practical, easier to analyze and extract the
unknown parameters.
II. WORKING OF SOLAR CELL
A silicon PV cell is composed of a thin
wafer consisting of an ultra-thin layer of
phosphorus-doped (N-type) silicon on top of a
thicker layer of boron-doped (P-type)
silicon. Sunlight consists of packets of solar energy
called photons. When PV cell is exposed to these
photons, many of the photons are reflected, pass
right through, or get absorbed by the solar cell.
When sufficient number of photons gets absorbed by
the negative layer of the solar photovoltaic cell,
electrons get freed from the negative semiconductor
(silicon) material [3]. Based on the manufacturing
process of the positive layer, these free
electrons naturally migrate to the positive layer
creating a voltage differential, similar to a household
battery. As a result an electric current start flowing
from the positive layer of semiconductor to the
negative layer called light generated current (IL)
shown in Fig. 1.
Photovoltaic cell efficiency is determined under
standard test conditions (STC) unless stated in other
way. STC specifies irradiance (G) of 1000 W/m2
and a temperature of 25°C with an air mass
spectrum1.5 (AM1.5) while the cell quality is
determined by fill factor. Fill factor [5,10] of a solar
cell is defined as the ratio of maximum power that
can be obtained to the product of short circuit
current and open circuit voltage. Commercial solar
cells have a fill factor > 0.7 and grade B cells have
fill factor usually between 0.4 and 0.7 [10].
Photovoltaic cell with a higher fill factor has a
lower equivalent series resistance and a
higher equivalent shunt resistance, so the internal
losses due to dissipation of current produced would
be less.
LOAD
IL
Photons
P N
(a) generated current due to light
IL <0
ID >0
RL
+- VL
(b) dark current generation principle
Fig. 1. Working principle of solar cell.
When the diode is forward biased and no
sunlight is incident on it then free electrons from n-
side goes to p-side leaving a hole in n-side. Then in
p-side this electron recombines with a hole, and
ejecting one electron from p-side through the wire.
So the current flows from the p-side to n-side
through the depletion region, which is opposite to
the light generating current known as dark current.
III. SIMULATION AND MODELLING
OF A PV CELL
3.1 Modelling of single diode SPV cell
Equivalent circuit of a single diode model
has a current source (photocurrent), a diode parallel
to it in opposite direction shown in Fig. 2(a). But in
a practical model resistors are considered in shunt
and series as shown in the Fig. 2(b) [6]. For ideal
case series resistance should be zero and shunt
resistance should be infinity but practically they
have some significant values.
The cell current for the ideal model is given by I =
Iph – Id.
Iph
Id
I
+
_
v
(a) Ideal model
Rs
Iph
Id
Rsh
Ish
+
_
v
I
(b) Practical model with Rsh and Rs
Fig. 2. Single diode PV cell model
Where Iph is photocurrent, Id is the diode current,
Ish is current through shunt resistance, I is the output
current, Rsh is the shunt resistance, Rs is series
resistance and V is the cell voltage. Variation in the
shunt resistance Rsh does not affect the efficiency of
the cell but efficiency of a SPV cell greatly depends
on the variation in series resistance Rs [11,12]. As
Rsh of the cell is inversely proportional to the shunt
Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 3, (Part – 1) March 2016, pp.29-34
www.ijera.com 31 | P a g e
leakage current to ground so it can be assumed to be
very large value for a very small leakage current to
ground.
I = Iph – Id – Ish (1)
Where, – 1
A n
d
d
s t
rs
V
I I exp
V
 

 
 


  
 (2)
ns is number of PV cells in series, Irs and Vd is diode
reverse saturation current and diode voltage, „A‟ is
diode ideality factor in equation 2, Vd is calculated
by applying Kirchhoff‟s voltage law (Vd=V + IR), Vt
is the diode thermal voltage and given as Vt=kTop/q.
k is the boltzmann‟s constant (1.381*10-23
J/K), Top
is the actual temperature (in Kelvin), q is charge of
an electron (1.67*10-19
coulomb) [5].
Fig. 3. Modelling in Simulink for diode current.
A two diode model has better accuracy
because due to an extra diode the effect of
recombination of carriers can be represented. But
due to complexity in modelling of two diode model
in this paper the single diode is proposed for both
simplicity and accuracy. Generally on the data sheet
the parameter like photocurrent, series resistance,
shunt resistance, diode ideality factor and band gap
energy of the semiconductor material are not
provided [2,9]. Using proper mathematical
equations, better accuracy can be achieved by
calculating the different unknown values with the
help of known values provided by manufacturer.
3.2 Determination of photocurrent
When PV cell is short circuited, Iph,stc = Isc,stc
Isc,stc = short circuit current at STC
Iph,stc = photovoltaic current at STC
The photo current (Iph) depends on irradiance (G) in
(W/m2
) and temperature in kelvin (K) [6].
 ,
–p h p h stc o p
s c
stc
t
G
I I T T
G
  
 
(3)
Photocurrent is given as per equation 3. Values of
the parameters mentioned in the right hand side of
given equation is used and simulated in simulink as
shown in fig 4. Gstc and Tstc is the value of irradiance
and temperature at STC, β is the short circuit current
and the values are rendered by the manufacturer.
Fig. 4. Modelling in Simulink for photovoltaic
current.
3.3 Determination of diode saturation current
Diode saturation current Irs is required to
determine Id as per equation. It is a function of band
gap energy of material, temperature and is given by
3 g
rs o p
o p
I D T exp
A
q
kT
E 
  
 
 

(4)
At standard test condition the above equation is
given by:
3
rs,
g
stc
stc
stc
qE
I D T exp
A kT
 
  
 
(5)
Where Eg is band gap energy and D is diffusion
factor [8].
By solving equation (4)and (5) we get
3
rs,
1 1
ex p
o p
stc st
g
c
rs stc
o p
q ET
I I
T A k T T
   
      
     
(6)
Equation (6) is described in Fig. 5 with the help of
MATLAB /Simulink as shown.
Fig. 5. Modelling in Simulink for reverse saturation
current.
Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34
www.ijera.com 32|P a g e
3.4 Determination of diode saturation current at
STC
At STC for open circuit condition the cell output
current becomes zero and equation (1) can written as
p h , rs,
0 – 1
n
o
stc stc
s
c
t
V
I I exp
A V
 

 
  


  
 (7)
As the cell current (I) and current through shunt
resistance (Ish) becomes zero for open circuit and the
diode voltage (Vd) will become the open circuit
voltage (Voc) and I0,stc will be
 
ph,
rs,
exp 1
stc
oc
stc
s t
AV n
I
I
V


(8)
Fig. 6. Modelling in Simulink for saturation current
at STC.
3.5 Determination of current through shunt
resistance
Voltage across Rsh can be written as (V+IRs) by
applying kirchoff rule in Fig 2(b). so the current
flowing through the shunt resistance can be given as:
s
sh
sh
V IR
I
R

 (9)
Fig. 7. Modelling in Simulink for shunt resistance
current.
The solar photovoltaic model used in this simulation
has 72 cells in series. So the open circuit voltage will
be 43.2 volt but short circuit current remains 3.2
Amp. To get higher output current the cells are
connected in parallel and the current increases
linearly with the number of parallel cells connected.
3.6 Determination of output voltage and current
To calculate the output voltage a variable
load is connected across the two terminals of SPV
module as shown in the Fig. 8 and it is observed that
with the increment in load the voltage is also
increasing [8]. To calculate the output current, Iph, Id
and Ish is calculated and put in the equation 1.
Voltage and current obtained from this simulation
model is again used as input for calculating Id and Ish
and the process continues as a loop.
Fig. 8. Modelling in Simulink for cell current and
voltage.
IV. SIMULATION RESULTS AND
DISCUSSION
4.1 Effect of varying irradiance
When irradiance is varying there is a very small
change in voltage, but there a substantial change is
observed in current with varying irradiance. When
irradiance is decreasing current is decreasing
proportionally as shown in Fig. 9.
Fig.9. I-V curve plot for varying irradiance.
As it is observed in Fig. 9 that as the irradiance is
decreasing current is also decreasing but change in
voltage is subtle. So the change in current is
dominating the change in power as power of a SPV
cell is given as V*I*fill factor. PV curve is simulated
and the result is shown in Fig. 10.
Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 3, (Part – 1) March 2016, pp.29-34
www.ijera.com 33 | P a g e
Fig. 10. P-V curve plot for varying irradiance.
4.2 Effect of varying temperature
Temperature of the vicinity of SPV cell is never
constant and its effect is observed in the output
current and voltage of SPV cell. With the variation
in temperature the output current does not vary but
the voltages do. As the temperature increase, output
voltage decreases and vice versa as shown in Fig.
11.
Fig. 11. I-V characteristics with varying temperature.
As it is observed that with increasing temperature,
current is not changing but voltage is decreasing and
so the power also, the effect is shown in Fig.
12.
Fig. 12. P-V characteristic with varying
temperature.
4.3 Effect of series resistance
Series resistance Rs is present in SPV cell results
in reduced fill factor. In ideal situation it should be
zero. It does not affect the open circuit voltage of
solar cell but if the resistance is very high then it
results in the reduction of short circuit current. IV
characteristic with varying series resistance is shown
in Fig. 13.
Fig. 13. I-V characteristic with varying series
resistance RS.
With the variation in series resistance we can see
that maximum power point (MPP) is varying in the
Fig. 14.
Fig. 14. P-V characteristic with varying series
resistance (RS).
4.4 Effect of shunt resistance
Rsh is present typically due to manufacturing
defect. In ideal situation it should be infinite. Shunt
resistance Rsh provide an alternative path to the
generated photo current, as a result the output
voltage decreases and the efficiency decreases . The
effect of a shunt resistance is severe in lower
irradiance as the generated photocurrent is already
low and loss in shunt resistance is higher, so the
impact is larger. IV curve with varying Rsh is shown
in Fig. 15.
Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34
www.ijera.com 34|P a g e
Fig. 15. I-V characteristic with varying shunt
resistance (Rsh).
As the shunt resistance is increasing PV curve is
shifting upward and output power is increasing.
Simulation result is shown in Fig. 16.
Fig. 16 .P-V characteristic with varying shunt
resistance (Rsh).
IV. CONCLUSION
In this paper the mathematical modelling was
described by considering all the parameters of solar
cell. Output characteristic of solar cell are simulated
in MATLAB/Simulink by considering all the
equations with appropriate values of parameters. It is
concluded that the series and shunt resistance should
have the value for which the performance of the cell
is better. The series resistance should be less and
shunt resistance should be high. The main source of
the solar cell is temperature and irradiance. The
variation due to these two parameters are shown and
discussed in this paper. The cell output is good with
low temperature and more irradiance.
REFERENCES
[1]. H. Bellia, R. Youcef, M. Fatima, “A detailed
modelling of photovoltaic module using
MATLAB,” NRIAG Journal of Astronomy and
Geophysics, April 2014, pp. 1-9.
[2]. F. Iov, M. Ciobotaru, D. sera, R. Teodorescu, F.
Blaabjerg, “Power electronics and control of
renewable energy systems,” in proc. PEDS
2007, pp. 7-28.
[3]. R. Krishan, Y. R. Sood and B. U. Kumar, “The
Simulation and design for analysis of
photovoltaic system based on MATLAB,” in
proc. ICEETS, April 2013, pp. 647-671.
[4]. N. Mohamed, A. A. Shannan, N. Z. Yahaya and
Balbir Singh, “Single-Diode Model and Two-
Diode Model of PV Modules: A Comparison,”
in proc. ICCSCE, Nov. 2013, pp. 210-214
[5]. Dr. R. Garg, Dr. A. Singh and S. Gupta, “PV
cell models and dynamic simulation of MPPT
trackers in MATLAB,” in proc. INDIACOM,
Mar. 2014, pp. 6-12.
[6]. P. S. Paul, S. Mondal, N. Akter and S. M.
Mominuzzaman, “Modeling combined effect of
temperature and irradiance on solar cell
parameters by MATLAB/Simulink,” in proc.
ICECE, Dec. 2012, pp.1-6.
[7]. Z. Erdem, M. B. Erdem, “A proposed model of
photovoltaic module in matalab/Simulink for
distance education,” 13th
International
Education Technology Conference, ELSEVIER,
vol – 103, 2013, pp. 55-62
[8]. Krismadinata, N. A. Rahim, H. W. Ping and J.
Selvaraj, “Photovoltaic module modelling using
Simulink/matlab,” The 3rd
International
conference on sustainable future for human
security, ELSEVIER, vol. 17, 2013, pp. 537-
546.
[9]. A. Bouraiou, M. Hamouda, A. Chaker, M.
Sadok, M. Mostefaoui and Lachtar, “Modeling
and simulation of photovoltaic module and array
based on one and two diode model using
Matlab/Simulink,” International conference on
Technology and materials for renewable energy,
environmental and sustainability, ELSEVIER,
vol. 74, 2014, pp. 864-877.
[10]. A. Khanna, T.Mueller, R. A. Stangl, B. hoex, P.
K. Basu and A.G. Aberele, “ A fill factor loss
analysis method for silicon wafer solar cells,”
IEEE Journals of Photovoltaics, vol. 3, No. 4,
Oct. 2013, pp. 1170-1177.
[11]. T. Li, C. Jiang, C. Sheng,H. Lu, L. Hou and X.
Zhang, “Research on new technologies of
photoelectric conversion efficiency in solar
cell,” in Proc. MACE, Jun. 2010, pp. 4002-
4005.
[12]. N. Das, A. A. Ghadeer, S. Islam, “Modelling
and analysis of multi-junction solar cells to
improve the conversion efficiency of
photovoltaic systems,” Power Engineering
Conference (AUPEC), Sept. 2014, pp. 1-5.

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Modelling and Analysis of Single Diode Photovoltaic Module using MATLAB/Simulink

  • 1. Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34 www.ijera.com 29|P a g e Modelling and Analysis of Single Diode Photovoltaic Module using MATLAB/Simulink Amit Anand1 , A. K. Akella2 1 (M. Tech, Power System, National Institute of Technology, Jamshedpur) 2 (Associate Professor, Electrical and Electronics Engineering, National Institute of Technology, Jamshedpur) ABSTRACT The growing concern over environmental degradation resulting from combustion of fossil fuels and depleting fossil fuel reserves has raised awareness about alternative energy options. Renewable energy system is perfect solution of this problem. This paper presents a mathematical model of single diode solar photovoltaic (SPV) module. SPV cell generates electricity when exposed to sunlight but this generation depends on whether condition like temperature and irradiance, for better accuracy all the parameters are considered including shunt, series resistance and simulated in MATLAB/Simulink. The output is analyzed by varying the temperature and irradiance and effect of change in shunt and series resistance is also observed. Keywords:- Solar photovoltaic (SPV), standard test condition (STC), mathematical model. I. INTRODUCTION Photovoltaic cell is the building block of the SPV system, and semiconductor material such as silicon and germanium are the building block of SPV cell. When a SPV module is exposed to sunlight it produces electric power if connected to a suitable load. Basically solar cell is a PN junction and when sunlight (photon) is allowed to fall on the surface of a solar cell, the electrons get sufficient energy and jump to the conduction band of the semiconductor from the valence band and become free to move [1]. When a semiconductor (silicon) atom absorbs enough energy from sunlight, it will release an electron. This electron will urgently seek a free place to land. It can be useful to think of the electron as frenetically, electrically, seeking a new home. Electrons are released more easily if the molecules are unstable. This is why impure, or “doped,” silicon is used in the production of photovoltaic cells [2]. A potential difference is created due to the rearrangement of electrons across the terminals. With the breaking of covalent bond inside the atom of semiconductor, electron and hole pairs are generated resulting in the formation of electric field. Solar Photovoltaic system is highly reliable as it has an average life of more than 20 years because the conversion of sunlight into electricity is a silent and instantaneous process and there are no mechanical parts to wear out. But its efficiency decreases with the ageing of the components. SPV system has almost no harmful effect on our environmental condition. The characteristic of a solar cell varies with some weather conditions like clouding, partial shading and intensity of radiation i.e. it would be highly beneficial to improve the efficiency of a SPV module so that more and more energy can be extracted. PV cell characteristics are described by the current and voltage levels. If there is no load connected across the SPV cell then no current will flow and the voltage developed across the SPV cell is called open circuit voltage (Voc) and if its two terminals are directly connected then the maximum current flows called short circuit current (Isc). A SPV cell generates approximate voltage around 0.6 volts. To increase the voltage and current output capacity, solar cells are connected in series and parallel simultaneously or it can be connected in both series and parallel [1,3]. Various types of tested and improved SPV technologies exist based on standard microelectronic manufacturing processes. Where the crystalline (SPV module light-to-electricity efficiency: η = 10% - 15%) and multi-crystalline (η = 9% - 12%) silicon cells. Other types are: thin-film cadmium telluride (η = 9%), thin-film amorphous silicon (η = 10%), and thin-film copper indium dieseline (η = 12%) [2]. Performance of SPV devices at standard test condition (STC) are specified by datasheets. Various modelling technique of SPV cell is proposed till now but two most adapted techniques are single diode model and two diode model. Two diode models is a complex way of designing SPV cell, has higher accuracy as the effect of recombination of carriers can be represented by other diode. But this accuracy comes at a cost of higher complexity and more computational time is required as the number of unknown parameters is RESEARCH ARTICLE OPEN ACCESS
  • 2. Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34 www.ijera.com 30|P a g e more than in single diode model [4]. Single diode model is proposed in this paper for accuracy as well as simplicity. It requires three parameters short circuit current, open circuit voltage and ideality factor to completely characterize the IV curve. Model with series and shunt resistance is accurate and practical, easier to analyze and extract the unknown parameters. II. WORKING OF SOLAR CELL A silicon PV cell is composed of a thin wafer consisting of an ultra-thin layer of phosphorus-doped (N-type) silicon on top of a thicker layer of boron-doped (P-type) silicon. Sunlight consists of packets of solar energy called photons. When PV cell is exposed to these photons, many of the photons are reflected, pass right through, or get absorbed by the solar cell. When sufficient number of photons gets absorbed by the negative layer of the solar photovoltaic cell, electrons get freed from the negative semiconductor (silicon) material [3]. Based on the manufacturing process of the positive layer, these free electrons naturally migrate to the positive layer creating a voltage differential, similar to a household battery. As a result an electric current start flowing from the positive layer of semiconductor to the negative layer called light generated current (IL) shown in Fig. 1. Photovoltaic cell efficiency is determined under standard test conditions (STC) unless stated in other way. STC specifies irradiance (G) of 1000 W/m2 and a temperature of 25°C with an air mass spectrum1.5 (AM1.5) while the cell quality is determined by fill factor. Fill factor [5,10] of a solar cell is defined as the ratio of maximum power that can be obtained to the product of short circuit current and open circuit voltage. Commercial solar cells have a fill factor > 0.7 and grade B cells have fill factor usually between 0.4 and 0.7 [10]. Photovoltaic cell with a higher fill factor has a lower equivalent series resistance and a higher equivalent shunt resistance, so the internal losses due to dissipation of current produced would be less. LOAD IL Photons P N (a) generated current due to light IL <0 ID >0 RL +- VL (b) dark current generation principle Fig. 1. Working principle of solar cell. When the diode is forward biased and no sunlight is incident on it then free electrons from n- side goes to p-side leaving a hole in n-side. Then in p-side this electron recombines with a hole, and ejecting one electron from p-side through the wire. So the current flows from the p-side to n-side through the depletion region, which is opposite to the light generating current known as dark current. III. SIMULATION AND MODELLING OF A PV CELL 3.1 Modelling of single diode SPV cell Equivalent circuit of a single diode model has a current source (photocurrent), a diode parallel to it in opposite direction shown in Fig. 2(a). But in a practical model resistors are considered in shunt and series as shown in the Fig. 2(b) [6]. For ideal case series resistance should be zero and shunt resistance should be infinity but practically they have some significant values. The cell current for the ideal model is given by I = Iph – Id. Iph Id I + _ v (a) Ideal model Rs Iph Id Rsh Ish + _ v I (b) Practical model with Rsh and Rs Fig. 2. Single diode PV cell model Where Iph is photocurrent, Id is the diode current, Ish is current through shunt resistance, I is the output current, Rsh is the shunt resistance, Rs is series resistance and V is the cell voltage. Variation in the shunt resistance Rsh does not affect the efficiency of the cell but efficiency of a SPV cell greatly depends on the variation in series resistance Rs [11,12]. As Rsh of the cell is inversely proportional to the shunt
  • 3. Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 3, (Part – 1) March 2016, pp.29-34 www.ijera.com 31 | P a g e leakage current to ground so it can be assumed to be very large value for a very small leakage current to ground. I = Iph – Id – Ish (1) Where, – 1 A n d d s t rs V I I exp V              (2) ns is number of PV cells in series, Irs and Vd is diode reverse saturation current and diode voltage, „A‟ is diode ideality factor in equation 2, Vd is calculated by applying Kirchhoff‟s voltage law (Vd=V + IR), Vt is the diode thermal voltage and given as Vt=kTop/q. k is the boltzmann‟s constant (1.381*10-23 J/K), Top is the actual temperature (in Kelvin), q is charge of an electron (1.67*10-19 coulomb) [5]. Fig. 3. Modelling in Simulink for diode current. A two diode model has better accuracy because due to an extra diode the effect of recombination of carriers can be represented. But due to complexity in modelling of two diode model in this paper the single diode is proposed for both simplicity and accuracy. Generally on the data sheet the parameter like photocurrent, series resistance, shunt resistance, diode ideality factor and band gap energy of the semiconductor material are not provided [2,9]. Using proper mathematical equations, better accuracy can be achieved by calculating the different unknown values with the help of known values provided by manufacturer. 3.2 Determination of photocurrent When PV cell is short circuited, Iph,stc = Isc,stc Isc,stc = short circuit current at STC Iph,stc = photovoltaic current at STC The photo current (Iph) depends on irradiance (G) in (W/m2 ) and temperature in kelvin (K) [6].  , –p h p h stc o p s c stc t G I I T T G      (3) Photocurrent is given as per equation 3. Values of the parameters mentioned in the right hand side of given equation is used and simulated in simulink as shown in fig 4. Gstc and Tstc is the value of irradiance and temperature at STC, β is the short circuit current and the values are rendered by the manufacturer. Fig. 4. Modelling in Simulink for photovoltaic current. 3.3 Determination of diode saturation current Diode saturation current Irs is required to determine Id as per equation. It is a function of band gap energy of material, temperature and is given by 3 g rs o p o p I D T exp A q kT E          (4) At standard test condition the above equation is given by: 3 rs, g stc stc stc qE I D T exp A kT        (5) Where Eg is band gap energy and D is diffusion factor [8]. By solving equation (4)and (5) we get 3 rs, 1 1 ex p o p stc st g c rs stc o p q ET I I T A k T T                  (6) Equation (6) is described in Fig. 5 with the help of MATLAB /Simulink as shown. Fig. 5. Modelling in Simulink for reverse saturation current.
  • 4. Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34 www.ijera.com 32|P a g e 3.4 Determination of diode saturation current at STC At STC for open circuit condition the cell output current becomes zero and equation (1) can written as p h , rs, 0 – 1 n o stc stc s c t V I I exp A V               (7) As the cell current (I) and current through shunt resistance (Ish) becomes zero for open circuit and the diode voltage (Vd) will become the open circuit voltage (Voc) and I0,stc will be   ph, rs, exp 1 stc oc stc s t AV n I I V   (8) Fig. 6. Modelling in Simulink for saturation current at STC. 3.5 Determination of current through shunt resistance Voltage across Rsh can be written as (V+IRs) by applying kirchoff rule in Fig 2(b). so the current flowing through the shunt resistance can be given as: s sh sh V IR I R   (9) Fig. 7. Modelling in Simulink for shunt resistance current. The solar photovoltaic model used in this simulation has 72 cells in series. So the open circuit voltage will be 43.2 volt but short circuit current remains 3.2 Amp. To get higher output current the cells are connected in parallel and the current increases linearly with the number of parallel cells connected. 3.6 Determination of output voltage and current To calculate the output voltage a variable load is connected across the two terminals of SPV module as shown in the Fig. 8 and it is observed that with the increment in load the voltage is also increasing [8]. To calculate the output current, Iph, Id and Ish is calculated and put in the equation 1. Voltage and current obtained from this simulation model is again used as input for calculating Id and Ish and the process continues as a loop. Fig. 8. Modelling in Simulink for cell current and voltage. IV. SIMULATION RESULTS AND DISCUSSION 4.1 Effect of varying irradiance When irradiance is varying there is a very small change in voltage, but there a substantial change is observed in current with varying irradiance. When irradiance is decreasing current is decreasing proportionally as shown in Fig. 9. Fig.9. I-V curve plot for varying irradiance. As it is observed in Fig. 9 that as the irradiance is decreasing current is also decreasing but change in voltage is subtle. So the change in current is dominating the change in power as power of a SPV cell is given as V*I*fill factor. PV curve is simulated and the result is shown in Fig. 10.
  • 5. Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 3, (Part – 1) March 2016, pp.29-34 www.ijera.com 33 | P a g e Fig. 10. P-V curve plot for varying irradiance. 4.2 Effect of varying temperature Temperature of the vicinity of SPV cell is never constant and its effect is observed in the output current and voltage of SPV cell. With the variation in temperature the output current does not vary but the voltages do. As the temperature increase, output voltage decreases and vice versa as shown in Fig. 11. Fig. 11. I-V characteristics with varying temperature. As it is observed that with increasing temperature, current is not changing but voltage is decreasing and so the power also, the effect is shown in Fig. 12. Fig. 12. P-V characteristic with varying temperature. 4.3 Effect of series resistance Series resistance Rs is present in SPV cell results in reduced fill factor. In ideal situation it should be zero. It does not affect the open circuit voltage of solar cell but if the resistance is very high then it results in the reduction of short circuit current. IV characteristic with varying series resistance is shown in Fig. 13. Fig. 13. I-V characteristic with varying series resistance RS. With the variation in series resistance we can see that maximum power point (MPP) is varying in the Fig. 14. Fig. 14. P-V characteristic with varying series resistance (RS). 4.4 Effect of shunt resistance Rsh is present typically due to manufacturing defect. In ideal situation it should be infinite. Shunt resistance Rsh provide an alternative path to the generated photo current, as a result the output voltage decreases and the efficiency decreases . The effect of a shunt resistance is severe in lower irradiance as the generated photocurrent is already low and loss in shunt resistance is higher, so the impact is larger. IV curve with varying Rsh is shown in Fig. 15.
  • 6. Amit Anand et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 3, (Part - 1) March 2016, pp.29-34 www.ijera.com 34|P a g e Fig. 15. I-V characteristic with varying shunt resistance (Rsh). As the shunt resistance is increasing PV curve is shifting upward and output power is increasing. Simulation result is shown in Fig. 16. Fig. 16 .P-V characteristic with varying shunt resistance (Rsh). IV. CONCLUSION In this paper the mathematical modelling was described by considering all the parameters of solar cell. Output characteristic of solar cell are simulated in MATLAB/Simulink by considering all the equations with appropriate values of parameters. It is concluded that the series and shunt resistance should have the value for which the performance of the cell is better. The series resistance should be less and shunt resistance should be high. The main source of the solar cell is temperature and irradiance. The variation due to these two parameters are shown and discussed in this paper. The cell output is good with low temperature and more irradiance. REFERENCES [1]. H. Bellia, R. Youcef, M. Fatima, “A detailed modelling of photovoltaic module using MATLAB,” NRIAG Journal of Astronomy and Geophysics, April 2014, pp. 1-9. [2]. F. Iov, M. Ciobotaru, D. sera, R. Teodorescu, F. Blaabjerg, “Power electronics and control of renewable energy systems,” in proc. PEDS 2007, pp. 7-28. [3]. R. Krishan, Y. R. Sood and B. U. Kumar, “The Simulation and design for analysis of photovoltaic system based on MATLAB,” in proc. ICEETS, April 2013, pp. 647-671. [4]. N. Mohamed, A. A. Shannan, N. Z. Yahaya and Balbir Singh, “Single-Diode Model and Two- Diode Model of PV Modules: A Comparison,” in proc. ICCSCE, Nov. 2013, pp. 210-214 [5]. Dr. R. Garg, Dr. A. Singh and S. Gupta, “PV cell models and dynamic simulation of MPPT trackers in MATLAB,” in proc. INDIACOM, Mar. 2014, pp. 6-12. [6]. P. S. Paul, S. Mondal, N. Akter and S. M. Mominuzzaman, “Modeling combined effect of temperature and irradiance on solar cell parameters by MATLAB/Simulink,” in proc. ICECE, Dec. 2012, pp.1-6. [7]. Z. Erdem, M. B. Erdem, “A proposed model of photovoltaic module in matalab/Simulink for distance education,” 13th International Education Technology Conference, ELSEVIER, vol – 103, 2013, pp. 55-62 [8]. Krismadinata, N. A. Rahim, H. W. Ping and J. Selvaraj, “Photovoltaic module modelling using Simulink/matlab,” The 3rd International conference on sustainable future for human security, ELSEVIER, vol. 17, 2013, pp. 537- 546. [9]. A. Bouraiou, M. Hamouda, A. Chaker, M. Sadok, M. Mostefaoui and Lachtar, “Modeling and simulation of photovoltaic module and array based on one and two diode model using Matlab/Simulink,” International conference on Technology and materials for renewable energy, environmental and sustainability, ELSEVIER, vol. 74, 2014, pp. 864-877. [10]. A. Khanna, T.Mueller, R. A. Stangl, B. hoex, P. K. Basu and A.G. Aberele, “ A fill factor loss analysis method for silicon wafer solar cells,” IEEE Journals of Photovoltaics, vol. 3, No. 4, Oct. 2013, pp. 1170-1177. [11]. T. Li, C. Jiang, C. Sheng,H. Lu, L. Hou and X. Zhang, “Research on new technologies of photoelectric conversion efficiency in solar cell,” in Proc. MACE, Jun. 2010, pp. 4002- 4005. [12]. N. Das, A. A. Ghadeer, S. Islam, “Modelling and analysis of multi-junction solar cells to improve the conversion efficiency of photovoltaic systems,” Power Engineering Conference (AUPEC), Sept. 2014, pp. 1-5.