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B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 15 | P a g e
Performance Evaluation of Photo-Voltaic fed Brushless Direct
Current Motor for Agricultural applications
B.V.A.S.S.R.Krishna*, K.Narasimha Rao** & Basam venkata Rao***
*Department of Electrical & Electronics Engineering, GVPCOE, JNTUK University, Visakhapatnam, India
**Department of Electrical & Electronics Engineering, GVPCOE, JNTUK University, Visakhapatnam, India
***Naval Science & Technological Laboratory, NSTL), DRDO, Visakhapatnam, Andhra Pradesh, India
ABSTRACT
This work presents an effective approach towards reduction of steps in power conversion from solar
photovoltaic system to load. When a Photovoltaic system is fed to an induction motor, it requires MPPT
controller and an Inverter circuit in first and second stages since Induction motor works with a.c supply. By
eliminating the Inverter circuit and employing a BLDC motor the efficiency of the system can be improved. The
BLDC motor works under Electronic commutation principle with VSI embedded in the motor. A PV Panel fed
to the "R" load with Hill Climbing MPPT is considered along with practical irradiance data. Simulation is
carried out by formulating the mathematical model for the photovoltaic source, MPPT, Motor. System
performance‟s are investigated under different levels of solar insolation.
Keywords - BLDC (Brushless Direct Current) Motor, MPPT (Maximum Power Point Tracker), PV (Photo-
voltaic) cell, VSI (Voltage Source Inverter)
I. Introduction
Solar Photovoltaic systems (SPV) have been in
existence since many years. The PV systems are
divided into two types namely OFF-GRID (Stand
alone) Systems and ON-GRID (Grid-Connected
system) based on application. There are two kinds of
installation of PV panel namely fixed and rotating.
Generally power from the PV Panel is not constant
always; it varies with atmospheric conditions viz.,
irradiance and temperature. Hence, to extract
maximum power from the PV array and supply it to
the load, a controller circuit has to be present
between PV panel and load. Generally the controller
circuit used is charge controller. Practically these
Charge controllers are of two types namely PWM
and MPPT Type [5].
This paper presents an off-Grid solar pumping
system with BLDC motor for agriculture
applications. It deals PV Panel connected to “R” load
and motor with MPPT. The Motors generally used
for agricultural applications are AC Induction Motors
[1] and Conventional DC Motors. In recent years
with exploration of new permanent magnet materials
there is a sharp decline in their cost, which results in
increased availability of BLDC motor. Hence
Brushless DC Motors (BLDC) is also being used for
domestic, commercial and agricultural applications.
The methodology used in this paper is
1. Modeling of PV Panel [2-4].
2. PV Panel connected to sensitive load with and
without MPPT [5-7]
3. PV Panel connected to BLDC motor with MPPT
[8-12].
II. Modeling of Photovoltaic Panel
The solar cell can be modeled as a silicon diode
which produces voltage when light is illuminated on
it. Solar cells are constant current sources and can be
represented as shown in the Fig1
Fig1:mathematical model of PV cell
PV panel is modelled using mathematical
equations (1)-(6) as given below[2]
The current from PV panel is given by
shdphpv IIII  ------- (1) Where
Ipv = Current from PV panel
Iph = Photo generated Current
Id = Diode current
Ish = Shunt current
The Photo generated current is given by
)))((( refopiph TTKIscGI  ------ (2)
Where G = Irradiation (w/m2
)
Isc = Short circuit Current
Ki = Temp.Coefficient of Isc (2.2*10-23
)
Top = Operating Temperature in 0
C
Tref = Reference Temperature (25 0
C)
RESEARCH ARTICLE OPEN ACCESS
B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 16 | P a g e
The diode current is given by
)1(
)(
 


cVnNs
RsIV
q
sd
t
pvpv
eII ------ (3)
Where Is = Saturation Current
Vpv = PV Panel output voltage
Rs = Series resistance (0.01 Ω)
Vt = Thermal Voltage =
𝐾∗𝑇𝑜𝑝
𝑞
n=Ideality Factor (1-2)
C = Total no. of Cells
Ns = No. of cells in series
Q = Charge of an electron = 1.602*10-19
C
K = Boltzmann Constant = 1.38*10-23
The saturation current is given by






























nK
qE
TT
ref
op
rss
g
refop
e
T
T
II
11
------ (4)
Where the reverse saturation current is given by
1











nTCK
Vq
sc
rs
op
oc
e
I
I ------ (5)
Where Eg = Energy Gap of PV material =1.12ev
The shunt current is given by





 

sh
spvpv
sh
R
RIV
I
)(
------- (6)
The number of cells to be connected to form an
array is considered by taking a practical PV Panel
electrical data TABLE I.
The I-V and P-V characteristics of the modeled PV
panel conform to the manufacturer data.
Table I (Manufacturer Electrical data)
Fig2:simulink model of photovoltaic panel
For instance, for a 250w PV panel as shown in
the fig2. The I-V and P-V characteristics of the Panel
for an Irradiance=1000w/m2
& temp = 25o
C is shown
in the fig3.
Fig3: I-V and P-V curves of a PV panel
The specification of PV panel generally include
open-circuit voltage (Voc), short circuit current (Isc),
voltage corresponding maximum power (Vmpp).
For a particular irradiance, maximum power is
obtained only at one value. As an example, for a
250w panel with irradiance of 1000w/m2
and
Temperature of 25o
/c the maximum power obtained
is at 31V as shown in the fig3. This is called voltage
at maximum power point (Vmpp).TABLE II shows
variation of Vmpp with changing irradiance.
III. MPPT(Maximum Power Point
Tracking)Controller
MPPT Controller is dc-dc converter which can
increase or decrease the output power for a given
input as shown in the fig4. It is analogous to a
transformer in AC circuits. The voltage can be
changed by varying the duty ratio given to the switch
in DC-DC Converter (Buck/Boost/Buck-
Boost/Sepic/Cuk converters etc)
Fig4: PV Panel connected to load with charge
controller
It is observed that from the I-V and P-V curves
of a PV panel, Vmpp change with respect to irradiance.
Tracking is essential to ensure constant voltage for
constant irradiance. The DC-DC Converter [4] as
shown in the fig5 considered here is a Boost
Maximum Power 252W
Voltage at Maximum Power 31V
Current at Maximum Power 8.1A
Open Circuit Voltage , Voc 38V
Short Circuit Current , Isc 8.95 A
B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 17 | P a g e
Converter. The values of „L‟ & „C‟ are calculated
based on the input voltage and required output
voltage. The process of tracking the maximum power
point with respect to changing irradiance and
maintaining power at that point is the primary
function of maximum power point tracker. Maximum
power point tracker consist an algorithm to fix the
duty ratio to be given to the DC-DC converter. As
shown in the fig6 the algorithms take the samples of
voltage, current from PV panel at instant and
determine the duty cycle to be given to DC-DC
Converter.
The most commonly used algorithms are Perturb
& observe algorithm and Hill climbing algorithm. [4-
7]. The simulink model of Hill climbing MPPT
algorithm is shown in the fig7. Fig 8 & Fig9 gives the
simulink model of PV panel connected to „R‟ load
with and without MPPT controller.
Fig5: Boost converter
The value of „C‟ considered here is very large
enough to maintain constant voltage at the load. The
Value of „L‟ can be varied in accordance with input,
output voltage and power
Fig6: P & O, Hill climbing MPPT algorithms
Fig7: Hill climbing MPPT algorithm simulink model
3.1..Simulink models of PV Panel Connected to
Load with and without MPPT
Fig8: PV Panel connected directly to Load
Fig9: PV Panel connected to Load with MPPT
controller
IV. Brushless Direct current (BLDC)
Motor
The most commonly used motor for pumping
applications is induction Motor or Conventional dc
Motor. The major drawback of brushed dc motor is
periodical maintenance due to wear & tear of the
brushes & commutation problems. The drawback of
conventional dc motor has been overcome by
brushless dc motor (BLDC).BLDC motor does not
have brushes and has superior performance
characteristics similar to Induction motor.
The function of commutator in a conventional dc
motor is replaced by Electronic commutation with
static switches as shown in the fig 10[9-12]. Hence
BLDC Motor can also call Electronic Commutation
Motor (EC Motor). The simulink model of BLDC
motor is shown in the fig11. In this work a 1 HP
BLDC motor is considered with Photovoltaic system
with MPPT. The simulink model of total system is
shown in the fig 12
B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 18 | P a g e
Fig10: Electronic commutation of BLDC motor
Fig11: Simulink model of BLDC motor
4.1 Modeling of BLDC Motor
The Mechanical part equation is
 







 B
dt
d
JTT le
--------- (7)
Tl - Load Torque, Nm
J - Inertia of rotor and coupled shaft [kgm2
]
B - Friction constant [Nms.rad-1
]
 - Speed (rpm)
Fig12: Simulink model of Total system
V. Results and Discussions
The I-V and P-V curves of a PV panel may vary
with changes in irradiance and temperature as shown
in the fig3 and fig13. The changes output voltage,
current, power and Vmpp with corresponding changes
in irradiance and temperature is tabulated below
(Table II)
Fig13: Irradiance (G)=700w/m2
& temp=25o
/C
Table II Output characteristics of PV panel with
varying irradiance and temperature
From the Table II, it is observed that with respect
to changing irradiance and temperature the voltage,
current, power & voltage at maximum power point
(Vmpp) varies. With decrease in irradiance there is a
decrease in open circuit voltage, short circuit current
whereas with increase in temperature there is an
increase in short circuit current, decrease in open
circuit voltage.
5.1 Considering Irradiance (W/M2
) data
(August, Visakhapatnam, Andhra Pradesh, India)
The PV cells are sensitive to atmospheric
conditions. A practical irradiance data of changing
G Te
mp
(Voc) (Isc) (P) (Vmpp)
1000 25 38 8.95 252 31
800 25 37.45 7.25 200 30
600 25 36.73 5.5 150 29
1000 40 36.2 9 248 28
1000 50 35.02 9 230 28
1000 55 34.41 9.1 225 26
B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 19 | P a g e
irradiances and constant temperature is shown in the
fig 14(a). The irradiance data is considered as input
to simulink model of PV panel connected directly to
„R‟ load as shown in the fig8. The response of the
system is shown in the fig14 (b)
Fig14 (a): Practical irradiance data of a day and
temp=25o
/C
Fig14 (b): Pv Panel Directly Connected to „R‟ load
It is observed with change in irradiance the Vmpp
corresponding to particular irradiance is not
maintained constant. During mid day and noon, the
maximum power is extracted from PV panel whereas
during remaining time, as the irradiance is low, the
power that can be extracted from the panel is low as
shown in the fig 14(b).
Fig 9 depicts the simulink model of PV panel
connected to „R‟ load with MPPT controller. The
input data to this system is shown in the fig 14(a). It
is observed that with changing irradiance the voltage
and power corresponding to maximum power is
extracted and maintained as shown in the fig 14(c).
The controller required to maintain continuous power
from the output of the PV panel to load is modeled
and functions satisfactorily.
Fig14 (C): PV Panel Connected to „R‟ Load With
MPPT (Hill Climbing) Controller
5.2.PV Panel Connected to BLDC Motor with
MPPT
The performance of BLDC motor with changing
irradiance and constant temperature is depicted in the
figures 15(b)-15(f)
Fig 15(a): Irradiance change as I/p to to Motor
Fig 15(b): Change in SPEED (rpm) with respect to
irradiance
B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 20 | P a g e
Fig 15(c,d): Depicts Output Voltage & Output
Torque of BLDC motor
Fig 15(e): Trapezoidal shaped phase currents
Fig 15(f): Trapeziodal shaped Back-emfwaveforms
The irradiance data considered is shown in fig
15(a). It is observed that with respect to change in
irradiance there is a corresponding change in speed as
shown in fig 15(b), change in input voltage to the
BLDC motor as shown in fig 15(c).The torque as
shown in fig 15(d) is pulsating because of
phenomenon called cogging, ripple. The trapezoidal
shape phase currents and back-emf waveforms are
shown in fig 15(e) and fig15(f).
Torque is not constant but pulsating due to
ripples occurred during switching sequence. In order
to maintain constant Torque a Hysteresis Current
controller can be used.
VI. Conclusion
In this paper, a comprehensive study of a stand-
alone PV system for agricultural application is
analyzed. The study includes modeling and
simulation of PV fed BLDC motor which can be used
for pumping application. Comparative performance
analysis of directly connected PV pumping systems
with systems using MPPT controller. Accurate
modeling of PV cell has been analyzed with simple
diode equivalent circuit model. Hill climbing
algorithm is adopted for MPPT controller. Hill
climbing is easy to implement, realize and suitable in
situations where dynamic response requirement is not
necessary.
The BLDC motor model responds well with
changes in irradiance and temperature. It is observed
that with changes in irradiance/temperature there is a
corresponding change in speed, back-emf and phase
currents of the motor. The performance of the PV
system with MPPT controller is simulated and
verified for a resistive load and for a BLDC motor.
MPPT based scheme offers better energy utilization
compared to directly connected system.
From the simulation results it is observed that,
the performance of modeled PV based pumping
systems using BLDC motor working satisfactorily by
delivering the torque required to drive the pump.
VII. Acknowledgement
I wish to express my deep sense of gratitude to
Dr.K.Narasimha rao sir, Professor for his continuous
and invaluable guidance throughout my thesis period.
Dr.K.Narasimha rao is the Head of the department,
Department of Electrical and electronics engineering,
G.V.P College of engineering (Autonomous),
Madurawada, Visakhapatnam-530048, and India.
Email: raosimha.k@yahoo.co.in
I wish to express my deep sense of gratitude to
B.Venkata rao sir, Scientist for his continuous and
invaluable guidance throughout my thesis period.
B.Venkata rao is a Scientist at NSTL (Naval Science
and Technological Laboratory), NAD, and
Visakhapatnam, India.
Email: venkat.basam@gmail.com
References
[1] Malla.S.G, Bhende.C.N, and Mishra.S,
2011, “PHOTOVOLTAIC BASED WATER
PUMPING SYSTEMS”, Institute of
electrical and electronics engineering.
[2] Pandiarajan.N, Ranganath Muthu, 3-5 JAN
2011 “MATHEMATICAL MODEL OF
PHOTOVOLTAIC MODEL USING
B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21
www.ijera.com 21 | P a g e
SIMULINK”, International Conference of
Electrical Energy Systems, ICEES.
[3] Manufacturer Data sheet DMsolar, 250w.
[4] Rashid M.H, 2001, “Power Electronics
Handbook”, Academic press, London,
pp.213-216, chap13 Ned Mohan,
Tore.M.Undeland, William.P.Robbins, 1995
“Power Electronics converters, Applications
and design” John Wiley & sons, USA,
pp.161-178, chap7
[5] Mohammed Ali Elgendy, BasharZahawi,
and David John Atkins, October 2010.
“COMPARISON OF DIRECTLY
CONNECTED AND CONSTANT
VOLTAGE CONTROLLED
PHOTOVOLTAIC PUMPING SYSTEMS”,
IEEE TRANSACTIONS ON SUSTAINABLE
ENERGY, Vol. 1, No.3
[6] Fangrui Lui, Yong kang, Yu Zhang and
Shanxu Duan, 2008 “COMPARISON OF
P&O AND HILL CLIMBING MPPT
METHODS FOR GRID CONNECTED PV
CONVERTER” Institute of Electrical and
Electronics engineering.
[7] Trishan Esram, Pa trick L.Chapman, JUNE
2007, “COMPARISON OF
PHOTOVOLTAIC ARRAY MAXIMUM
POWER POINT TECHNIQUES” IEEE
transactions on energy conversion Vol.22,
No,2.
[8] Krishnan.R, 2001, “Electric Motor Drives
Modeling, Analysis And Control” Prentice
Hall, USA
[9] Data sheet of Bldc Motor- FCM 8201
[10] Balogh Tibor, Viliam Fedák, František
Ďurovský, 2011 “MODELING AND
SIMULATION OF THE BLDC MOTOR
IN MATLAB GUI” Institute of Electrical
and Electronics engineering.
[11] Hamid A.Toliyat, Tilak Gopalarathnam,
2002 “AC MACHINES CONTROLLED
AS DC MACHINE (BRUSHLESS DC
MACHINES/ELECTRONICS), CRC Press
LLC
[12] Padmaraja Yedamale “BRUSHLESS DC
MOTOR FUNDAMENTALS”, Microchip
Technology.

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Performance Evaluation of Photo-Voltaic fed Brushless Direct Current Motor for Agricultural applications

  • 1. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 15 | P a g e Performance Evaluation of Photo-Voltaic fed Brushless Direct Current Motor for Agricultural applications B.V.A.S.S.R.Krishna*, K.Narasimha Rao** & Basam venkata Rao*** *Department of Electrical & Electronics Engineering, GVPCOE, JNTUK University, Visakhapatnam, India **Department of Electrical & Electronics Engineering, GVPCOE, JNTUK University, Visakhapatnam, India ***Naval Science & Technological Laboratory, NSTL), DRDO, Visakhapatnam, Andhra Pradesh, India ABSTRACT This work presents an effective approach towards reduction of steps in power conversion from solar photovoltaic system to load. When a Photovoltaic system is fed to an induction motor, it requires MPPT controller and an Inverter circuit in first and second stages since Induction motor works with a.c supply. By eliminating the Inverter circuit and employing a BLDC motor the efficiency of the system can be improved. The BLDC motor works under Electronic commutation principle with VSI embedded in the motor. A PV Panel fed to the "R" load with Hill Climbing MPPT is considered along with practical irradiance data. Simulation is carried out by formulating the mathematical model for the photovoltaic source, MPPT, Motor. System performance‟s are investigated under different levels of solar insolation. Keywords - BLDC (Brushless Direct Current) Motor, MPPT (Maximum Power Point Tracker), PV (Photo- voltaic) cell, VSI (Voltage Source Inverter) I. Introduction Solar Photovoltaic systems (SPV) have been in existence since many years. The PV systems are divided into two types namely OFF-GRID (Stand alone) Systems and ON-GRID (Grid-Connected system) based on application. There are two kinds of installation of PV panel namely fixed and rotating. Generally power from the PV Panel is not constant always; it varies with atmospheric conditions viz., irradiance and temperature. Hence, to extract maximum power from the PV array and supply it to the load, a controller circuit has to be present between PV panel and load. Generally the controller circuit used is charge controller. Practically these Charge controllers are of two types namely PWM and MPPT Type [5]. This paper presents an off-Grid solar pumping system with BLDC motor for agriculture applications. It deals PV Panel connected to “R” load and motor with MPPT. The Motors generally used for agricultural applications are AC Induction Motors [1] and Conventional DC Motors. In recent years with exploration of new permanent magnet materials there is a sharp decline in their cost, which results in increased availability of BLDC motor. Hence Brushless DC Motors (BLDC) is also being used for domestic, commercial and agricultural applications. The methodology used in this paper is 1. Modeling of PV Panel [2-4]. 2. PV Panel connected to sensitive load with and without MPPT [5-7] 3. PV Panel connected to BLDC motor with MPPT [8-12]. II. Modeling of Photovoltaic Panel The solar cell can be modeled as a silicon diode which produces voltage when light is illuminated on it. Solar cells are constant current sources and can be represented as shown in the Fig1 Fig1:mathematical model of PV cell PV panel is modelled using mathematical equations (1)-(6) as given below[2] The current from PV panel is given by shdphpv IIII  ------- (1) Where Ipv = Current from PV panel Iph = Photo generated Current Id = Diode current Ish = Shunt current The Photo generated current is given by )))((( refopiph TTKIscGI  ------ (2) Where G = Irradiation (w/m2 ) Isc = Short circuit Current Ki = Temp.Coefficient of Isc (2.2*10-23 ) Top = Operating Temperature in 0 C Tref = Reference Temperature (25 0 C) RESEARCH ARTICLE OPEN ACCESS
  • 2. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 16 | P a g e The diode current is given by )1( )(     cVnNs RsIV q sd t pvpv eII ------ (3) Where Is = Saturation Current Vpv = PV Panel output voltage Rs = Series resistance (0.01 Ω) Vt = Thermal Voltage = 𝐾∗𝑇𝑜𝑝 𝑞 n=Ideality Factor (1-2) C = Total no. of Cells Ns = No. of cells in series Q = Charge of an electron = 1.602*10-19 C K = Boltzmann Constant = 1.38*10-23 The saturation current is given by                               nK qE TT ref op rss g refop e T T II 11 ------ (4) Where the reverse saturation current is given by 1            nTCK Vq sc rs op oc e I I ------ (5) Where Eg = Energy Gap of PV material =1.12ev The shunt current is given by         sh spvpv sh R RIV I )( ------- (6) The number of cells to be connected to form an array is considered by taking a practical PV Panel electrical data TABLE I. The I-V and P-V characteristics of the modeled PV panel conform to the manufacturer data. Table I (Manufacturer Electrical data) Fig2:simulink model of photovoltaic panel For instance, for a 250w PV panel as shown in the fig2. The I-V and P-V characteristics of the Panel for an Irradiance=1000w/m2 & temp = 25o C is shown in the fig3. Fig3: I-V and P-V curves of a PV panel The specification of PV panel generally include open-circuit voltage (Voc), short circuit current (Isc), voltage corresponding maximum power (Vmpp). For a particular irradiance, maximum power is obtained only at one value. As an example, for a 250w panel with irradiance of 1000w/m2 and Temperature of 25o /c the maximum power obtained is at 31V as shown in the fig3. This is called voltage at maximum power point (Vmpp).TABLE II shows variation of Vmpp with changing irradiance. III. MPPT(Maximum Power Point Tracking)Controller MPPT Controller is dc-dc converter which can increase or decrease the output power for a given input as shown in the fig4. It is analogous to a transformer in AC circuits. The voltage can be changed by varying the duty ratio given to the switch in DC-DC Converter (Buck/Boost/Buck- Boost/Sepic/Cuk converters etc) Fig4: PV Panel connected to load with charge controller It is observed that from the I-V and P-V curves of a PV panel, Vmpp change with respect to irradiance. Tracking is essential to ensure constant voltage for constant irradiance. The DC-DC Converter [4] as shown in the fig5 considered here is a Boost Maximum Power 252W Voltage at Maximum Power 31V Current at Maximum Power 8.1A Open Circuit Voltage , Voc 38V Short Circuit Current , Isc 8.95 A
  • 3. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 17 | P a g e Converter. The values of „L‟ & „C‟ are calculated based on the input voltage and required output voltage. The process of tracking the maximum power point with respect to changing irradiance and maintaining power at that point is the primary function of maximum power point tracker. Maximum power point tracker consist an algorithm to fix the duty ratio to be given to the DC-DC converter. As shown in the fig6 the algorithms take the samples of voltage, current from PV panel at instant and determine the duty cycle to be given to DC-DC Converter. The most commonly used algorithms are Perturb & observe algorithm and Hill climbing algorithm. [4- 7]. The simulink model of Hill climbing MPPT algorithm is shown in the fig7. Fig 8 & Fig9 gives the simulink model of PV panel connected to „R‟ load with and without MPPT controller. Fig5: Boost converter The value of „C‟ considered here is very large enough to maintain constant voltage at the load. The Value of „L‟ can be varied in accordance with input, output voltage and power Fig6: P & O, Hill climbing MPPT algorithms Fig7: Hill climbing MPPT algorithm simulink model 3.1..Simulink models of PV Panel Connected to Load with and without MPPT Fig8: PV Panel connected directly to Load Fig9: PV Panel connected to Load with MPPT controller IV. Brushless Direct current (BLDC) Motor The most commonly used motor for pumping applications is induction Motor or Conventional dc Motor. The major drawback of brushed dc motor is periodical maintenance due to wear & tear of the brushes & commutation problems. The drawback of conventional dc motor has been overcome by brushless dc motor (BLDC).BLDC motor does not have brushes and has superior performance characteristics similar to Induction motor. The function of commutator in a conventional dc motor is replaced by Electronic commutation with static switches as shown in the fig 10[9-12]. Hence BLDC Motor can also call Electronic Commutation Motor (EC Motor). The simulink model of BLDC motor is shown in the fig11. In this work a 1 HP BLDC motor is considered with Photovoltaic system with MPPT. The simulink model of total system is shown in the fig 12
  • 4. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 18 | P a g e Fig10: Electronic commutation of BLDC motor Fig11: Simulink model of BLDC motor 4.1 Modeling of BLDC Motor The Mechanical part equation is           B dt d JTT le --------- (7) Tl - Load Torque, Nm J - Inertia of rotor and coupled shaft [kgm2 ] B - Friction constant [Nms.rad-1 ]  - Speed (rpm) Fig12: Simulink model of Total system V. Results and Discussions The I-V and P-V curves of a PV panel may vary with changes in irradiance and temperature as shown in the fig3 and fig13. The changes output voltage, current, power and Vmpp with corresponding changes in irradiance and temperature is tabulated below (Table II) Fig13: Irradiance (G)=700w/m2 & temp=25o /C Table II Output characteristics of PV panel with varying irradiance and temperature From the Table II, it is observed that with respect to changing irradiance and temperature the voltage, current, power & voltage at maximum power point (Vmpp) varies. With decrease in irradiance there is a decrease in open circuit voltage, short circuit current whereas with increase in temperature there is an increase in short circuit current, decrease in open circuit voltage. 5.1 Considering Irradiance (W/M2 ) data (August, Visakhapatnam, Andhra Pradesh, India) The PV cells are sensitive to atmospheric conditions. A practical irradiance data of changing G Te mp (Voc) (Isc) (P) (Vmpp) 1000 25 38 8.95 252 31 800 25 37.45 7.25 200 30 600 25 36.73 5.5 150 29 1000 40 36.2 9 248 28 1000 50 35.02 9 230 28 1000 55 34.41 9.1 225 26
  • 5. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 19 | P a g e irradiances and constant temperature is shown in the fig 14(a). The irradiance data is considered as input to simulink model of PV panel connected directly to „R‟ load as shown in the fig8. The response of the system is shown in the fig14 (b) Fig14 (a): Practical irradiance data of a day and temp=25o /C Fig14 (b): Pv Panel Directly Connected to „R‟ load It is observed with change in irradiance the Vmpp corresponding to particular irradiance is not maintained constant. During mid day and noon, the maximum power is extracted from PV panel whereas during remaining time, as the irradiance is low, the power that can be extracted from the panel is low as shown in the fig 14(b). Fig 9 depicts the simulink model of PV panel connected to „R‟ load with MPPT controller. The input data to this system is shown in the fig 14(a). It is observed that with changing irradiance the voltage and power corresponding to maximum power is extracted and maintained as shown in the fig 14(c). The controller required to maintain continuous power from the output of the PV panel to load is modeled and functions satisfactorily. Fig14 (C): PV Panel Connected to „R‟ Load With MPPT (Hill Climbing) Controller 5.2.PV Panel Connected to BLDC Motor with MPPT The performance of BLDC motor with changing irradiance and constant temperature is depicted in the figures 15(b)-15(f) Fig 15(a): Irradiance change as I/p to to Motor Fig 15(b): Change in SPEED (rpm) with respect to irradiance
  • 6. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 20 | P a g e Fig 15(c,d): Depicts Output Voltage & Output Torque of BLDC motor Fig 15(e): Trapezoidal shaped phase currents Fig 15(f): Trapeziodal shaped Back-emfwaveforms The irradiance data considered is shown in fig 15(a). It is observed that with respect to change in irradiance there is a corresponding change in speed as shown in fig 15(b), change in input voltage to the BLDC motor as shown in fig 15(c).The torque as shown in fig 15(d) is pulsating because of phenomenon called cogging, ripple. The trapezoidal shape phase currents and back-emf waveforms are shown in fig 15(e) and fig15(f). Torque is not constant but pulsating due to ripples occurred during switching sequence. In order to maintain constant Torque a Hysteresis Current controller can be used. VI. Conclusion In this paper, a comprehensive study of a stand- alone PV system for agricultural application is analyzed. The study includes modeling and simulation of PV fed BLDC motor which can be used for pumping application. Comparative performance analysis of directly connected PV pumping systems with systems using MPPT controller. Accurate modeling of PV cell has been analyzed with simple diode equivalent circuit model. Hill climbing algorithm is adopted for MPPT controller. Hill climbing is easy to implement, realize and suitable in situations where dynamic response requirement is not necessary. The BLDC motor model responds well with changes in irradiance and temperature. It is observed that with changes in irradiance/temperature there is a corresponding change in speed, back-emf and phase currents of the motor. The performance of the PV system with MPPT controller is simulated and verified for a resistive load and for a BLDC motor. MPPT based scheme offers better energy utilization compared to directly connected system. From the simulation results it is observed that, the performance of modeled PV based pumping systems using BLDC motor working satisfactorily by delivering the torque required to drive the pump. VII. Acknowledgement I wish to express my deep sense of gratitude to Dr.K.Narasimha rao sir, Professor for his continuous and invaluable guidance throughout my thesis period. Dr.K.Narasimha rao is the Head of the department, Department of Electrical and electronics engineering, G.V.P College of engineering (Autonomous), Madurawada, Visakhapatnam-530048, and India. Email: raosimha.k@yahoo.co.in I wish to express my deep sense of gratitude to B.Venkata rao sir, Scientist for his continuous and invaluable guidance throughout my thesis period. B.Venkata rao is a Scientist at NSTL (Naval Science and Technological Laboratory), NAD, and Visakhapatnam, India. Email: venkat.basam@gmail.com References [1] Malla.S.G, Bhende.C.N, and Mishra.S, 2011, “PHOTOVOLTAIC BASED WATER PUMPING SYSTEMS”, Institute of electrical and electronics engineering. [2] Pandiarajan.N, Ranganath Muthu, 3-5 JAN 2011 “MATHEMATICAL MODEL OF PHOTOVOLTAIC MODEL USING
  • 7. B.V.A.S.S.R.Krishna et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 5, Issue 10, (Part - 1) October 2015, pp.15-21 www.ijera.com 21 | P a g e SIMULINK”, International Conference of Electrical Energy Systems, ICEES. [3] Manufacturer Data sheet DMsolar, 250w. [4] Rashid M.H, 2001, “Power Electronics Handbook”, Academic press, London, pp.213-216, chap13 Ned Mohan, Tore.M.Undeland, William.P.Robbins, 1995 “Power Electronics converters, Applications and design” John Wiley & sons, USA, pp.161-178, chap7 [5] Mohammed Ali Elgendy, BasharZahawi, and David John Atkins, October 2010. “COMPARISON OF DIRECTLY CONNECTED AND CONSTANT VOLTAGE CONTROLLED PHOTOVOLTAIC PUMPING SYSTEMS”, IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, Vol. 1, No.3 [6] Fangrui Lui, Yong kang, Yu Zhang and Shanxu Duan, 2008 “COMPARISON OF P&O AND HILL CLIMBING MPPT METHODS FOR GRID CONNECTED PV CONVERTER” Institute of Electrical and Electronics engineering. [7] Trishan Esram, Pa trick L.Chapman, JUNE 2007, “COMPARISON OF PHOTOVOLTAIC ARRAY MAXIMUM POWER POINT TECHNIQUES” IEEE transactions on energy conversion Vol.22, No,2. [8] Krishnan.R, 2001, “Electric Motor Drives Modeling, Analysis And Control” Prentice Hall, USA [9] Data sheet of Bldc Motor- FCM 8201 [10] Balogh Tibor, Viliam Fedák, František Ďurovský, 2011 “MODELING AND SIMULATION OF THE BLDC MOTOR IN MATLAB GUI” Institute of Electrical and Electronics engineering. [11] Hamid A.Toliyat, Tilak Gopalarathnam, 2002 “AC MACHINES CONTROLLED AS DC MACHINE (BRUSHLESS DC MACHINES/ELECTRONICS), CRC Press LLC [12] Padmaraja Yedamale “BRUSHLESS DC MOTOR FUNDAMENTALS”, Microchip Technology.