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International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 3 Issue 6, October 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 581
Design an Electric Vehicle using PV Array with Five-Phase
Permanent Magnet Synchronous Motor
Dhirender Kumar, Ameen Uddin Ahmad
Department of Electrical and Electronics Engineering, Al-Falah University, Faridabad, Haryana, India
ABSTRACT
The purpose of this project is to design an Electrical vehicle with help
renewable energy source which can carrythe lab equipment,books andother
goods from one building to other building of AL-FALAH UNIVERSITY also
student as well as professors can go easilyfromonebuildingtootherbuilding
of AL-FALAH UNIVERSITY. This paper gives a review of the electric vehicle
technology that focuses on the types of drives andthecontrolofspeedof five-
phase permanent magnet synchronous motor. This paper highlights the
characteristics, performance measure, requirements and the operational
procedure of the electric vehicle drives and control.
KEYWORDS: PV array, Boost converter, MPPT, Three phase inverter,five-phase
permanent magnet synchronous moto, MATLAB
How to cite this paper: Dhirender Kumar |
Ameen Uddin Ahmad "Design an Electric
Vehicle using PV Array with Five-Phase
Permanent Magnet
Synchronous Motor"
Published in
International Journal
of Trend in Scientific
Research and
Development (ijtsrd),
ISSN: 2456-6470,
Volume-3 | Issue-6,
October 2019, pp.561-565, URL:
https://www.ijtsrd.com/papers/ijtsrd2917
3.pdf
Copyright © 2019 by author(s) and
International Journal of Trend in Scientific
Research and Development Journal. This is
an Open Access article
distributed under the
terms of the Creative
Commons Attribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by/
4.0)
I. INTRODUCTION
Photo-voltaic (PV) cells are used for the generation of direct
current (DC) voltage and can be supplied to buck converter,
enhance converter etc. A solar panel is made up of six
different components, but arguably the most important one
is the photovoltaic cell, which actually generates electricity.
The conversion of sunlight into electrical energy by a solar
cell is called the “photovoltaic effect. Solar PV cells generate
electricity by absorbing sunlight and using that light energy
to create an electrical current. There are many photovoltaic
cells within a single solar panel, and the current created by
all of the cells together adds up to enough electricity to help
power your home. A standard panel used in a rooftop
residential system will have 60 cells linked together.
Commercial solar installations often use larger panels with
72 or more photovoltaic cells.The most widelyusedcells are
polycrystal silicon cells (54.5% of the world’s market share)
and single crystal silicon cells (29.36%oftheworld’s market
share). Normally, the electric characteristics of a PV cell are
displayed as a relation between the cell voltage and current,
and a relation between the cell voltage and power.
Accordingly, severalelectric quantities thatareimportant to
the operation of the PV system are identified. These electric
quantities include: the cell voltage under open circuit
conditions, VOC, the cell current under short circuit
conditions, ISC, and the cell voltage,current andpowerat the
maximum power point, VMPP, IMPP, and, PMPP,
respectively[1]. Figure-1 display the electric characteristics
of a common PV cell. The out put voltage of PV array will
increase by stepup chopper then a 3 phase inverter invert
the that dc supply and by that inverted output five-phase
permanent magnet synchronous motor will excite. We are
controlling duty cycle of chopper with the help of MPPT.
Maximum power point tracking (MPPT)or sometimes
just power point tracking (PPT) is a technique used
commonly with wind turbines and photovoltaic (PV) solar
systems to maximize power extraction under all conditions.
Although it primarily applies to solar power, the principle
applies generally to sources with variable power: for
example, optical power transmission
and thermophotovoltaics[2].
PV solar systems exist in many different configurations with
regard to their relationship to inverter systems, external
grids, battery banks, or other electrical loads. Regardless of
the ultimate destination of the solar power, though, the
central problem addressed by MPPT is that the efficiency of
power transfer from the solar cell depends on both the
amount of sunlight falling on the solar panels and the
electrical characteristics of the load. As the amount of
sunlight varies, the load characteristic that gives the highest
power transfer efficiency changes, so that the efficiency of
the system is optimizedwhen theloadcharacteristicchanges
to keep the power transfer at highest efficiency. This load
characteristic is called the maximum power point (MPP) and
MPPT is the process of finding this point and keeping the
load characteristic there. Electrical circuits can be designed
IJTSRD29173
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 582
to present arbitrary loads to the photovoltaic cells and then
convert the voltage, current, or frequency to suit other
devices or systems, and MPPT solves the problem of
choosing the best load to be presented to the cells inorderto
get the most usable power out[3].
Characteristics of a Solar Cell Maximum power point tracking of the solar PV array
(a) (b)
Fig -1
II. METHODOLOGY
A.OPERATING PRINCIPLE: Generated power from the PV arraywhich is not sufficient forthe rotation of induction motor,that’s
why we have to increase the level of DC voltage by using stepup chopper and then we will convert the the DC supply to three
phase AC supply that conversion is possible by using three phase Bridge type inverter it can be 180 mod are 120 mod with
pwm Technology that generated 3 phase supply willbeinput of 3phaseinduction motor[4]. Output of chopper whichis depend
on duty cycle can be controlled by MPPT, MPPT is a device which generate a signal that signal will control the duty cycle of
chopper explained in fig-2.
Fig-2 Block diagram of electric vehicle
Fig-3 Three phase induction motor driven by PV array with MPPT Chopper based system for electric vehicle
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 583
III. (a)-Three phase full bridge inverter:
Fig-4Three phase full bridge inverter
The three-phase dc to ac voltage source inverters are extensively being used in motor drives, active filters and unified power
flow controllers in power systems and uninterrupted power supplies to generate controllable frequency and ac voltage
magnitudes using various pulse width modulation (PWM) strategies[5]. The standard three-phase inverter shown in Figure4
has six switches the switching of which depends on the modulation scheme[6]. As in the single phase voltage source inverters
PWM technique can be used in three-phase inverters, in which three sinewaves phase shiftedby120°withthefrequencyof the
desired output voltage is compared with a very high frequency carrier triangle, the two signals are mixed in a comparator
whose output is high when the sine wave is greater than the triangle and the comparator output is low when the sine wave or
typically called the modulation signal is smaller than the triangle. This phenomenon is shown in Figure- 5 As is explained the
output voltage from the inverter is not smooth but is a discrete waveform and so it is morelikelythan theoutput waveconsists
of harmonics, which are not usually desirable since they deteriorate the performance of the load, to which these voltages are
applied[7].
Fig-5 PWM illustration by the sine-triangle comparison method (a) sine triangle comparison (b) switching pulses
IV. (b) Output voltage of inverter:
The line-line output voltages waveforms would consist of
harmonics orders 1, 3, 5, 7, 9, … and so on. Because of phase
120 degree shift between the waveforms, the triplen (of
order which are multiples of 3) of both will of the same
phase and hence these cancel in the process of subtraction.
Consequently, the triplen order harmonic voltages are
eliminated from the line – line voltage. The remaining
harmonics are at n = 6r ± 1 where r is any positive integer,
the n th harmonic having an amplitude 1/n times the
fundamental component[8].
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 584
(1)
The RMS values of the fundamental and higher order output voltages are
(2)
V. Boost converter:
A boost converter is one of the simplest types of switch mode converter. As thenamesuggests,it takesan inputvoltage and
boosts or increases it. All it consists of is an inductor, a semiconductorswitch(thesedays it’s aMOSFET,sinceyoucan getreally
nice ones these days), a diode and a capacitor. Also needed is a source of a periodic square wave. This can be something as
simple as a 555 timer or even a dedicated SMPS IC like the famous MC34063A IC[9].
Fig-6 Boost converter
Vs is input voltage and V0 is output voltage of converter
Fig-7 Input and output voltage and current of boost converter
Out put voltage of stepup chopper V= (3)
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 585
Fig-8 Model of solar cell with boost converter and MPPT system
Above fig shows block diagram PV cell with MPPT where output of pv cell goes to MPPT and also to boost converter , MPPPT
generate a signal by comparing with a reference signal and that generated signal goes to IGBT (for triggering ) bychangingthe
pulse duration of pulls signal we can change the duty cycle and output of boost converter. As we know output voltage of boost
converter will has been explained in boost converter[10].
VI. Five-Phase Permanent Magnet Synchronous Motors:
Permanent magnet synchronous motors (PMSMs) are similar to ordinary synchronous motors, with the exception that their
field winding has been replaced with a permanent magnet. Among these motors, five-phase PMSM has a number of features
such as higher efficiency, reliability, and power density than other types of PMSM . Thesemotors are commonlyused in special
industrial cases such as marine propulsion systems, hybrid vehicles, and the aerospace industry. In most cases, it is necessary
to design a proper driver with small size and high reliability[11] . One of the common methods to control the torque (and thus
finally the speed) of these motor is Direct Torque Control (DTC).
VII. Results and discussion:
With the combination of the carefully designed torque, speed and direction control circuit,it can formabettermotordriverfor
PV array system. This motor driver circuit is builded based on the idea to control the cost as low as possible. Therefore,thelist
of components used is simple and easy to be found in the market. Although the cost is low, the resultant driver delivers
excellent capability of controling the speed and torque in a linear manner. The driver managed to control the current and the
voltage of the output at the same time and therefore it can controls the resultant power transfertothemotor.The motoris only
consumes maximum of 15 A. When it work on full load. This stable and easy control definitely will shorten the development
period for engineers to design the solar system
.
Fig- 9 Motor outputs
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 586
Fig-10 PV inputs
Fig-11 PV output power
Fig-12 Rotor voltage and current
International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
@ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 587
References.
[1] “Photovoltaic Cell Conversion Efficiency,” U.S.
Department of Energy, Retrieved, 19 May 2012.
[2] D. Sera, et al., “On the Perturb-and-Observe and
Incremental Conductance MPPT Methods for PV
Systems,” IEEE Journal of Photovoltaics, vol/issue:
3(3), pp. 1070-1078, 2013.
[3] F. Liu, et al., “Variable Step Size INC MPPT Method for
PV Sytems,” IEEE Transactions.
[4] Muhammad Arrofiq & Nordin Saad “ Control of
Induction Motor Drives Using Modified-Fuzzy Logic
Methods” IEEE 2010 pp 612-619. Industrial
Electronics, vol/issue: 55(7), 2008.
[5] T. F. Wu, et al., “A Fuzzy Logic-Controlled Single Stage
Converter for PV-Powred Lighting System
Applications,” IEEE Transactions on Industrial
Electronics, vol/issue: 47(2), pp. 287–296, 2000.
[6] M. Veerachary, et al., “Neural-Network BasedMaximum
Power Point Tracking of CoupledIductor Interleaved-
Boot Converter Supplied PV System Using Fuzzy
Controller,” IEEE Transactions on Industrial
Electronics, vol/issue: 50(4), pp. 749- 758, 2003.
[7] P. H. Zope, et al, “Performance and Simulation Analysis
of Single-Phase Grid Connected PV System Based on
ZSource Inverter,” in International conference on
Power Electronics, Drives and Energy System, 2010.
[8] S. Li, et al, “A Novel Maximum Power Point Tracking
Control MethodWithVariable Weather Parameters for
Photovoltaic Systems,” (ELSEVIER), Solar Energy, vol.
97, pp. 529-536, 2013.
[9] Celik, A.N. Acikgoz, N.2007. Modelling and
experimental verification of the operating current of
mono –crystalline photovoltaic modules using four –
and five parameter models.Applied Energy. 84: 1 – 15.
[10] S. Chin, J. Gadson, and K. Nordstrom. Maximum power
point tracker.Tufts University Departmentof Electrical
Engineering and Computer Science, 2003, pp.1 – 66.
[11] P. Zhao and G. Yang, “Torque Density Improvement of
Five-Phase PMSM Drive for Electric Vehicles
Applications.”

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Design an electric vehicle using PV array with five phase permanent magnet synchronous motor.

  • 1. International Journal of Trend in Scientific Research and Development (IJTSRD) Volume 3 Issue 6, October 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 581 Design an Electric Vehicle using PV Array with Five-Phase Permanent Magnet Synchronous Motor Dhirender Kumar, Ameen Uddin Ahmad Department of Electrical and Electronics Engineering, Al-Falah University, Faridabad, Haryana, India ABSTRACT The purpose of this project is to design an Electrical vehicle with help renewable energy source which can carrythe lab equipment,books andother goods from one building to other building of AL-FALAH UNIVERSITY also student as well as professors can go easilyfromonebuildingtootherbuilding of AL-FALAH UNIVERSITY. This paper gives a review of the electric vehicle technology that focuses on the types of drives andthecontrolofspeedof five- phase permanent magnet synchronous motor. This paper highlights the characteristics, performance measure, requirements and the operational procedure of the electric vehicle drives and control. KEYWORDS: PV array, Boost converter, MPPT, Three phase inverter,five-phase permanent magnet synchronous moto, MATLAB How to cite this paper: Dhirender Kumar | Ameen Uddin Ahmad "Design an Electric Vehicle using PV Array with Five-Phase Permanent Magnet Synchronous Motor" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-6, October 2019, pp.561-565, URL: https://www.ijtsrd.com/papers/ijtsrd2917 3.pdf Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/ 4.0) I. INTRODUCTION Photo-voltaic (PV) cells are used for the generation of direct current (DC) voltage and can be supplied to buck converter, enhance converter etc. A solar panel is made up of six different components, but arguably the most important one is the photovoltaic cell, which actually generates electricity. The conversion of sunlight into electrical energy by a solar cell is called the “photovoltaic effect. Solar PV cells generate electricity by absorbing sunlight and using that light energy to create an electrical current. There are many photovoltaic cells within a single solar panel, and the current created by all of the cells together adds up to enough electricity to help power your home. A standard panel used in a rooftop residential system will have 60 cells linked together. Commercial solar installations often use larger panels with 72 or more photovoltaic cells.The most widelyusedcells are polycrystal silicon cells (54.5% of the world’s market share) and single crystal silicon cells (29.36%oftheworld’s market share). Normally, the electric characteristics of a PV cell are displayed as a relation between the cell voltage and current, and a relation between the cell voltage and power. Accordingly, severalelectric quantities thatareimportant to the operation of the PV system are identified. These electric quantities include: the cell voltage under open circuit conditions, VOC, the cell current under short circuit conditions, ISC, and the cell voltage,current andpowerat the maximum power point, VMPP, IMPP, and, PMPP, respectively[1]. Figure-1 display the electric characteristics of a common PV cell. The out put voltage of PV array will increase by stepup chopper then a 3 phase inverter invert the that dc supply and by that inverted output five-phase permanent magnet synchronous motor will excite. We are controlling duty cycle of chopper with the help of MPPT. Maximum power point tracking (MPPT)or sometimes just power point tracking (PPT) is a technique used commonly with wind turbines and photovoltaic (PV) solar systems to maximize power extraction under all conditions. Although it primarily applies to solar power, the principle applies generally to sources with variable power: for example, optical power transmission and thermophotovoltaics[2]. PV solar systems exist in many different configurations with regard to their relationship to inverter systems, external grids, battery banks, or other electrical loads. Regardless of the ultimate destination of the solar power, though, the central problem addressed by MPPT is that the efficiency of power transfer from the solar cell depends on both the amount of sunlight falling on the solar panels and the electrical characteristics of the load. As the amount of sunlight varies, the load characteristic that gives the highest power transfer efficiency changes, so that the efficiency of the system is optimizedwhen theloadcharacteristicchanges to keep the power transfer at highest efficiency. This load characteristic is called the maximum power point (MPP) and MPPT is the process of finding this point and keeping the load characteristic there. Electrical circuits can be designed IJTSRD29173
  • 2. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 582 to present arbitrary loads to the photovoltaic cells and then convert the voltage, current, or frequency to suit other devices or systems, and MPPT solves the problem of choosing the best load to be presented to the cells inorderto get the most usable power out[3]. Characteristics of a Solar Cell Maximum power point tracking of the solar PV array (a) (b) Fig -1 II. METHODOLOGY A.OPERATING PRINCIPLE: Generated power from the PV arraywhich is not sufficient forthe rotation of induction motor,that’s why we have to increase the level of DC voltage by using stepup chopper and then we will convert the the DC supply to three phase AC supply that conversion is possible by using three phase Bridge type inverter it can be 180 mod are 120 mod with pwm Technology that generated 3 phase supply willbeinput of 3phaseinduction motor[4]. Output of chopper whichis depend on duty cycle can be controlled by MPPT, MPPT is a device which generate a signal that signal will control the duty cycle of chopper explained in fig-2. Fig-2 Block diagram of electric vehicle Fig-3 Three phase induction motor driven by PV array with MPPT Chopper based system for electric vehicle
  • 3. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 583 III. (a)-Three phase full bridge inverter: Fig-4Three phase full bridge inverter The three-phase dc to ac voltage source inverters are extensively being used in motor drives, active filters and unified power flow controllers in power systems and uninterrupted power supplies to generate controllable frequency and ac voltage magnitudes using various pulse width modulation (PWM) strategies[5]. The standard three-phase inverter shown in Figure4 has six switches the switching of which depends on the modulation scheme[6]. As in the single phase voltage source inverters PWM technique can be used in three-phase inverters, in which three sinewaves phase shiftedby120°withthefrequencyof the desired output voltage is compared with a very high frequency carrier triangle, the two signals are mixed in a comparator whose output is high when the sine wave is greater than the triangle and the comparator output is low when the sine wave or typically called the modulation signal is smaller than the triangle. This phenomenon is shown in Figure- 5 As is explained the output voltage from the inverter is not smooth but is a discrete waveform and so it is morelikelythan theoutput waveconsists of harmonics, which are not usually desirable since they deteriorate the performance of the load, to which these voltages are applied[7]. Fig-5 PWM illustration by the sine-triangle comparison method (a) sine triangle comparison (b) switching pulses IV. (b) Output voltage of inverter: The line-line output voltages waveforms would consist of harmonics orders 1, 3, 5, 7, 9, … and so on. Because of phase 120 degree shift between the waveforms, the triplen (of order which are multiples of 3) of both will of the same phase and hence these cancel in the process of subtraction. Consequently, the triplen order harmonic voltages are eliminated from the line – line voltage. The remaining harmonics are at n = 6r ± 1 where r is any positive integer, the n th harmonic having an amplitude 1/n times the fundamental component[8].
  • 4. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 584 (1) The RMS values of the fundamental and higher order output voltages are (2) V. Boost converter: A boost converter is one of the simplest types of switch mode converter. As thenamesuggests,it takesan inputvoltage and boosts or increases it. All it consists of is an inductor, a semiconductorswitch(thesedays it’s aMOSFET,sinceyoucan getreally nice ones these days), a diode and a capacitor. Also needed is a source of a periodic square wave. This can be something as simple as a 555 timer or even a dedicated SMPS IC like the famous MC34063A IC[9]. Fig-6 Boost converter Vs is input voltage and V0 is output voltage of converter Fig-7 Input and output voltage and current of boost converter Out put voltage of stepup chopper V= (3)
  • 5. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 585 Fig-8 Model of solar cell with boost converter and MPPT system Above fig shows block diagram PV cell with MPPT where output of pv cell goes to MPPT and also to boost converter , MPPPT generate a signal by comparing with a reference signal and that generated signal goes to IGBT (for triggering ) bychangingthe pulse duration of pulls signal we can change the duty cycle and output of boost converter. As we know output voltage of boost converter will has been explained in boost converter[10]. VI. Five-Phase Permanent Magnet Synchronous Motors: Permanent magnet synchronous motors (PMSMs) are similar to ordinary synchronous motors, with the exception that their field winding has been replaced with a permanent magnet. Among these motors, five-phase PMSM has a number of features such as higher efficiency, reliability, and power density than other types of PMSM . Thesemotors are commonlyused in special industrial cases such as marine propulsion systems, hybrid vehicles, and the aerospace industry. In most cases, it is necessary to design a proper driver with small size and high reliability[11] . One of the common methods to control the torque (and thus finally the speed) of these motor is Direct Torque Control (DTC). VII. Results and discussion: With the combination of the carefully designed torque, speed and direction control circuit,it can formabettermotordriverfor PV array system. This motor driver circuit is builded based on the idea to control the cost as low as possible. Therefore,thelist of components used is simple and easy to be found in the market. Although the cost is low, the resultant driver delivers excellent capability of controling the speed and torque in a linear manner. The driver managed to control the current and the voltage of the output at the same time and therefore it can controls the resultant power transfertothemotor.The motoris only consumes maximum of 15 A. When it work on full load. This stable and easy control definitely will shorten the development period for engineers to design the solar system . Fig- 9 Motor outputs
  • 6. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 586 Fig-10 PV inputs Fig-11 PV output power Fig-12 Rotor voltage and current
  • 7. International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470 @ IJTSRD | Unique Paper ID – IJTSRD29173 | Volume – 3 | Issue – 6 | September - October 2019 Page 587 References. [1] “Photovoltaic Cell Conversion Efficiency,” U.S. Department of Energy, Retrieved, 19 May 2012. [2] D. Sera, et al., “On the Perturb-and-Observe and Incremental Conductance MPPT Methods for PV Systems,” IEEE Journal of Photovoltaics, vol/issue: 3(3), pp. 1070-1078, 2013. [3] F. Liu, et al., “Variable Step Size INC MPPT Method for PV Sytems,” IEEE Transactions. [4] Muhammad Arrofiq & Nordin Saad “ Control of Induction Motor Drives Using Modified-Fuzzy Logic Methods” IEEE 2010 pp 612-619. Industrial Electronics, vol/issue: 55(7), 2008. [5] T. F. Wu, et al., “A Fuzzy Logic-Controlled Single Stage Converter for PV-Powred Lighting System Applications,” IEEE Transactions on Industrial Electronics, vol/issue: 47(2), pp. 287–296, 2000. [6] M. Veerachary, et al., “Neural-Network BasedMaximum Power Point Tracking of CoupledIductor Interleaved- Boot Converter Supplied PV System Using Fuzzy Controller,” IEEE Transactions on Industrial Electronics, vol/issue: 50(4), pp. 749- 758, 2003. [7] P. H. Zope, et al, “Performance and Simulation Analysis of Single-Phase Grid Connected PV System Based on ZSource Inverter,” in International conference on Power Electronics, Drives and Energy System, 2010. [8] S. Li, et al, “A Novel Maximum Power Point Tracking Control MethodWithVariable Weather Parameters for Photovoltaic Systems,” (ELSEVIER), Solar Energy, vol. 97, pp. 529-536, 2013. [9] Celik, A.N. Acikgoz, N.2007. Modelling and experimental verification of the operating current of mono –crystalline photovoltaic modules using four – and five parameter models.Applied Energy. 84: 1 – 15. [10] S. Chin, J. Gadson, and K. Nordstrom. Maximum power point tracker.Tufts University Departmentof Electrical Engineering and Computer Science, 2003, pp.1 – 66. [11] P. Zhao and G. Yang, “Torque Density Improvement of Five-Phase PMSM Drive for Electric Vehicles Applications.”