“Switched Capacitor Based Multilevel Inverter With Reduced
Device Counts For Electric Vehicles”
LIST OF CONTENTS
 Introduction
 Objective
 Literature Review
 Problem Formulation
 Research Methodology
 Results and Analysis
 Conclusion
 Future Scope
 List of Publication
 References 2
INTRODUCTION
 A power inverter, or inverter, is a power electronic device or circuitry that
changes direct current (DC) to alternating current (AC).
 The input voltage, output voltage and frequency, and overall power
handling depend on the design of the specific device or circuitry.
 The inverter does not produce any power; the power is provided by the DC
source. A power inverter can be entirely electronic or may be a combination
of mechanical effects (such as a rotary apparatus) and electronic circuitry.
 Power inverters are primarily used in electrical power applications where
high currents and voltages are present; circuits that perform the same
function for electronic signals, which usually have very low currents and
voltages, are called oscillator.
3
• Multilevel inverters exhibit some interesting advantages compared to two-level
VSIs, especially for higher voltage power conversion, where lower switch
voltage stress and lower harmonic content exist.
• A multilevel inverter has been proposed for use in electric vehicles. It makes
EVs more accessible/safer and open wiring possible for most of an EV's
power system because each low voltage (<50 V) battery is isolated through
switching devices.
• In multilevel topologies low voltage switches can be used instead of high voltage
switches as in two-level inverters.
• Low voltage switches are normally smaller and cheaper and they can handle
higher switching frequencies.
4
MULTI-LEVEL INVERTER
COMPARISON OF FIRST LEVEL AND
MULTI-LEVEL INVERTER
5
S. No. Conventional Inverter Multi-level Inverter
1. THD is high in the output
waveform
THD is Low in the output waveform
2. High Switching stresses Low Switching stresses
3. Not used for high Voltage
applications
Used for high voltage application
4. High voltage levels cannot be
produced
High voltage levels can be produced
5. High switching frequency,
increased switching losses
Lower switching frequency, reduced
switching losses
 In an electric power system, a harmonic is a voltage or current at a multiple
of the fundamental frequency of the system, produced by the action of non-
linear loads such as rectifiers, discharge lighting, or saturated magnetic
devices.
 Harmonic frequencies in the power grid are a frequent cause of power
quality problems.
 Harmonics in power systems result in increased heating in the equipment
and conductors, misfiring in variable speed drives, and torque pulsations in
motors.
6
TOTAL HARMONIC DISTORTION
7
Figure 1: Output Waveform of Distortion
• THD is a measure of the amount of harmonic components present in a
signal. It can be defined as the ratio of the sum of the powers of all the
harmonic components to the power of the fundamental frequency.
7
PHOTOVOLTAIC ARRAY
•Again the power produced by a single module is not sufficient to meet the
power demands for most of the practical purposes.
•PV arrays can use inverters to convert the dc output into ac and use it for
motors, lighting and other loads.
•The modules are connected in series for more voltage rating and then in
parallel to meet the current specifications.
•When sunlight shines on a photovoltaic cell, photons of light strike the surface
of the semiconductor material and liberate electrons from their atomic bonds.
8
Figure 2: Photovoltaic Solar Cell Construction
9
OBJECTIVE
The main contributions of this work will be summarized as follows.
• To design Switched Capacitor Based Multilevel Inverter using T-type is
simulated using Simulink MATLAB R2015a Software.
• To improve THD and minimize switch count in multi-level inverter
with the t-type topology.
• Present model make it suited for electric vehicle.
10
LITERATURE REVIEW
11
Y. Q. Wang et al. (2021, [1]), a novel switched-capacitor-based T-type
multilevel inverter (MLI) is proposed in this paper. In addition to
achieving a lower maximum voltage stress on the switches than the input
voltage, the proposed inverter also has the ability to boost voltage, making
it suitable for high-voltage applications. It is important to point out that the
proposed inverter has two topology extension schemes that help it get a
higher voltage gain and output level. A seven-level inverter can be
constructed with just two capacitors thanks to the advantages of low
voltage stress and low power consumption.
Ruijie Sun et al. (2020, [2]), have proposes a novel single-phase boosting
five-level inverter with fewer parts and simple control for use with electric
vehicles (EVs) and renewable energy systems. The inverter has one diode,
one capacitor, nine power transistors, and supplies power from a dc
voltage source. To double the voltage gain, all you need are five
independent control signals. The value of the input voltage matches the
peak inverse voltages across each switch.
12
Y. Q. Wang et al. (2020, [3]), the large number of devices and
complicated expansion of conventional multilevel inverters cause issues.
A modular expanded multilevel inverter that can effectively simplify
expansion and reduce the number of devices is proposed in this paper.
The voltage-dividing capacitors can be guaranteed to be voltage-balanced
by the proposed inverter. The inverter is able to achieve high output
voltage levels and voltage gain thanks to the cascading of the T-type
switched capacitor module and the step-by-step charging method of the
switched capacitors. Additionally, the inversion can be accomplished
without the H-bridge, resulting in a significant decrease in the switches'
total standing voltage.
S. Habib et al. (2020, [4]), in order to develop dependable and effective
charging solutions for electric vehicles (EVs), the transportation sector
needs new options for power electronics converters. The desire to reduce
gasoline consumption and increase the battery capacity for greater electric
range for EVs is feasible in the near future thanks to the ongoing
development of power electronics converters. Since a power electronics
converter serves as the primary interface between the power network and
the EV battery system, new low-cost and high-reliability power
converters are needed for the advanced charging mechanism of EVs.
13
P. Wang et al. (2020, [5]), due to the noise caused by fast switching
power electronics, inverter-fed motors' partial discharge (PD) is more
complicated than that of conventional sinusoidal voltage-operated
motors. This is because impulsive voltages generated at a high
frequency and with a short rise time are generated by inverters. At
conditions of repeated impulsive voltage, the currently available PD
sensors as well as related technology for sinusoidal and DC voltage
cannot be utilized. In order to detect PD for impulsive voltage, the
design of an antenna with optimized geometry and satisfied parameters
will be reported in this work. The antenna is checked, and the test
configuration and impulse voltage parameters' effects on PD features are
talked about.
PROBLEM IDENTIFICATION
 Tremendous research efforts have been devoted to developing ANPC
inverters with a higher number of levels, but at the expense of the voltage-
balancing problem. Additional voltage-balancing circuits with especially
designed control algorithms are normally necessary to resolve the balancing
problem.
 With the required minimum dc link voltage Vdc twice the ac grid peak
voltage, a boost dc–dc converter is essential to generate the demanded dc-
link voltage. However, this two-stage power conversion structure reduces
the efficiency of the system.
14
15
RESEARCH METHODOLOGY
• An exhaustive assessment of the literature is presented with the goal of
decreasing the number of devices required to support an increased
number of output levels.
• Nowadays, investments in new renewable and sustainable energy sectors
are being rapidly carried out to reduce CO2 emissions and address global
warming caused by the use of fossil fuels.
• Advances in power electronics have contributed greatly to the advent of
solar photovoltaic and wind energy-based power generation systems.
16
Figure: Block Diagram of Proposed Methodology
17
Figure: Simulation Model for Proposed Methodology
18
Boost Inverter
+
-
S1
D
S2 S3
VDC
C
VDC
+ - a
b
Vab +
-
S3
S1 S2
Figure: Boost Inverter
• Six unidirectional switches, one diode, and one capacitor with a PV
source are used.
• In this topology, a leg of the switched capacitor is cascaded with the H-
bridge structure. The capacitor (C) is charged to the DC input voltage
of VDC. The proposed inverter generates different output levels of 0,
±VDC, and ±2VDC.
19
T-Type Inverter
Figure 7: Simulation Model of T-type Inverter
20
20
Working of Boost Inverter
Table: Switching table of proposed boost inverter
Table, It’s worth noting that 1 and 0 represent the ON and OFF states of the
power switches. "Δ" and " " indicate the charging and discharging modes
∇
of the capacitor ’C’. The path through which capacitors are charged is
shown in green, and the resistive load and inductive load current path are
shown in blue and red.
21
21
Vab=0
Figure: Vab=0 Figure: Vab=0
22
Vab=+Vdc
Figure: Vab=+VDC
23
Figure: Vab=+2VDC
Vab=+2Vdc
24
Vab=-Vdc Vab=-2Vdc
Figure: Vab=-VDC
Figure: Vab=-2VDC
25
SELF-BALANCING MECHANISMS OF CAPACITOR
• Switches are used to charge the capacitor in parallel with the input
supply voltage (VDC). When it is connected in series with the load, it
releases its stored energy.
• Several charging durations of the capacitor occur during one cycle of
the output voltage and capacitor voltages can dynamically maintain the
source voltage, with some voltage ripples.
• Capacitance discharge values are dependent on the load, the longest
discharge time and the load power factor.
Figure: Discharging time period of switched capacitor
26
SIMULATION RESULTS
• The results of proposed five-level structure are validated in
MATLAB/Simulink environment. The simulation result obtained under
steady state and dynamic circumstances.
Table: Output voltage and current with inductive load change
Parameter Specification
DC source (VDC) 100V
Output frequency 50Hz
switching frequency 10kHz
Capacitor 4200uF
R load 50 Ω
RL-Load R=50Ω,L=100mH
27
Voltage
[V]
Current
[A]
Time [sec]
Figure: Output voltage and current with resistive load
28
Voltage
[V]
Current
[A]
Time [sec]
Figure: Output voltage and current with inductive load
29
Voltage
[V]
Time [sec]
Figure: Capacitor voltage
30
Voltage
[V]
Current
[A]
Time [sec]
Figure: Output voltage and current with resistive load change
31
Voltage
[V]
Current
[A]
Time [sec]
Figure: Output voltage and current with inductive load change
32
Voltage
[V]
Current
[A]
Time [sec]
Figure: Output voltage and current with inductive load change to resistive load
33
Figure: Total harmonic distortion (THD) profile of output current
34
COMPARISON RESULT
Table: Comparison Result for Previous and Proposed Design
Parameter Previous Design Proposed Design
Model Cascaded H-bridge T-type Boost Inverter
Level 3-level 5-level
Enhanced Voltage
Boosting
No Yes
Number of Switch 8 6
Number of Capacitor 2 1
Total Harmonic
Distortion
1.57% 0.46%
35
• In this intense the inductive load change from 100Ohm 200mH to 50Ohm
100mH at the time of 0.5sec. It can be clearly seen that the output voltage
has not change at this time but output current has been doubled at this point.
Its changes from 1.5A to the 3A after doing half of the inductive load.
• In this intense the inductive load change from 100Ohm 100mH to pure
resistive load 50Ohm at the time of 0.5sec.
• It can be clearly seen that the output voltage has not change at this time but
output current has been doubled at this point. Its changes from 1.8A
inductive current to the 4A resistive current after doing change the load.
• Its achieves a minimum value of the THD i.e., 0.46% that is good enough to
use for the grid and also can be used for the different load applications.
CONCLUSIONS
36
The following specific areas are suggested for further research.
•The further implementation of proposed algorithm system such as nine and
eleven stage on the AC-DC converter.
•Different multicarrier PWM techniques can be investigated for dual T types
boost ANPC inverter.
•A cost effective MPPT technique can be developed and analyzed through
simulation and hardware.
FUTURE SCOPES
1. Y. Q. Wang Y. S. Yuan G. Li Y. M. Ye K. W. Wang and J. Liang "A T-type switched-capacitor multilevel
inverter with low voltage stress and self-balancing" IEEE Transactions on Circuits and Systems I: Regular
Papers vol. 68 no. 5 pp. 2257-2270 May 2021.
2. Ruijie Sun, Yuanmao Ye and Xiaolin Wang, “A Novel Five-Level Boosting Inverter With Self- Balancing
Switched-Capacitor for Electric Vehicles”, 8th International Conference on Power Electronics Systems and
Applications (PESA), IEEE 2020.
3. Y. Q. Wang Y. S. Yuan G. Li T. J. Chen K. W. Wang and J. Liang "A generalized multilevel inverter based on
T-type switched capacitor module with reduced devices" Energies vol. 13 no. 17 pp. 4406 Aug. 2020.
4. S. Habib M. M. Khan F. Abbas A. Ali M. T. Faiz F. Ehsan et al. "Contemporary trends in power electronics
converters for charging solutions of electric vehicles" CSEE Journal of Power and Energy Systems vol. 6 no. 4
pp. 911-929 Dec. 2020.
5. P. Wang S. J. Ma S. Akram K. Zhou Y. D. Chen and M. T. Nazir "Design of archimedes spiral antenna to
optimize for partial discharge detection of inverter fed motor insulation" IEEE Access vol. 8 pp. 193202-
193213 Nov. 2020.
6. J. Zeng W. J. Lin D. H. Cen and J. F. Liu "Novel K-type multilevel inverter with reduced components and self-
balance" IEEE Journal of Emerging and Selected Topics in Power Electronics vol. 8 no. 4 pp. 4343-4354 Dec.
2020.
7. W. J. Lin J. Zeng J. F. Liu Z. X. Yan and R. J. Hu "Generalized symmetrical step-up multilevel inverter using
crisscross capacitor units" IEEE Transactions on Industrial Electronics vol. 67 no. 9 pp. 7439-7450 Sep. 2020.
8. K. P. Panda P. R. Bana and G. Panda "A switched-capacitor self-balanced high-gain multilevel inverter
employing a single DC source" IEEE Transactions on Circuits and Systems II: Express Briefs vol. 67 no. 12
pp. 3192-3196 Dec. 2020.
9. M. Ghodsi and S. M. Barakati "New generalized topologies of asym-metric modular multilevel inverter based
on six-switch H-bridge" Inter-national Journal of Circuit Theory and Applications vol. 48 no. 5 pp. 789-808
May 2020.
10. M. Ghodsi and S. M. Barakati "A generalized cascade switched-capacitor multilevel converter structure and its
optimization analysis" IEEE Journal of Emerging and Selected Topics in Power Electronics vol. 8 no. 4 pp.
4306-4317 Dec. 2020.
37
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23. Y. T. Lei C. Barth S. B. Qin W. C. Liu I. Moon A. Stillwell et al. "A 2-kW single-phase seven-level
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Electronics vol. 32 no. 11 pp. 8570-8581 Nov. 2017.
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THANK YOU

Switched Capacitor Based Multilevel Inverter With Reduced Device Counts For Electric Vehicles”

  • 1.
    “Switched Capacitor BasedMultilevel Inverter With Reduced Device Counts For Electric Vehicles”
  • 2.
    LIST OF CONTENTS Introduction  Objective  Literature Review  Problem Formulation  Research Methodology  Results and Analysis  Conclusion  Future Scope  List of Publication  References 2
  • 3.
    INTRODUCTION  A powerinverter, or inverter, is a power electronic device or circuitry that changes direct current (DC) to alternating current (AC).  The input voltage, output voltage and frequency, and overall power handling depend on the design of the specific device or circuitry.  The inverter does not produce any power; the power is provided by the DC source. A power inverter can be entirely electronic or may be a combination of mechanical effects (such as a rotary apparatus) and electronic circuitry.  Power inverters are primarily used in electrical power applications where high currents and voltages are present; circuits that perform the same function for electronic signals, which usually have very low currents and voltages, are called oscillator. 3
  • 4.
    • Multilevel invertersexhibit some interesting advantages compared to two-level VSIs, especially for higher voltage power conversion, where lower switch voltage stress and lower harmonic content exist. • A multilevel inverter has been proposed for use in electric vehicles. It makes EVs more accessible/safer and open wiring possible for most of an EV's power system because each low voltage (<50 V) battery is isolated through switching devices. • In multilevel topologies low voltage switches can be used instead of high voltage switches as in two-level inverters. • Low voltage switches are normally smaller and cheaper and they can handle higher switching frequencies. 4 MULTI-LEVEL INVERTER
  • 5.
    COMPARISON OF FIRSTLEVEL AND MULTI-LEVEL INVERTER 5 S. No. Conventional Inverter Multi-level Inverter 1. THD is high in the output waveform THD is Low in the output waveform 2. High Switching stresses Low Switching stresses 3. Not used for high Voltage applications Used for high voltage application 4. High voltage levels cannot be produced High voltage levels can be produced 5. High switching frequency, increased switching losses Lower switching frequency, reduced switching losses
  • 6.
     In anelectric power system, a harmonic is a voltage or current at a multiple of the fundamental frequency of the system, produced by the action of non- linear loads such as rectifiers, discharge lighting, or saturated magnetic devices.  Harmonic frequencies in the power grid are a frequent cause of power quality problems.  Harmonics in power systems result in increased heating in the equipment and conductors, misfiring in variable speed drives, and torque pulsations in motors. 6 TOTAL HARMONIC DISTORTION
  • 7.
    7 Figure 1: OutputWaveform of Distortion • THD is a measure of the amount of harmonic components present in a signal. It can be defined as the ratio of the sum of the powers of all the harmonic components to the power of the fundamental frequency. 7
  • 8.
    PHOTOVOLTAIC ARRAY •Again thepower produced by a single module is not sufficient to meet the power demands for most of the practical purposes. •PV arrays can use inverters to convert the dc output into ac and use it for motors, lighting and other loads. •The modules are connected in series for more voltage rating and then in parallel to meet the current specifications. •When sunlight shines on a photovoltaic cell, photons of light strike the surface of the semiconductor material and liberate electrons from their atomic bonds. 8
  • 9.
    Figure 2: PhotovoltaicSolar Cell Construction 9
  • 10.
    OBJECTIVE The main contributionsof this work will be summarized as follows. • To design Switched Capacitor Based Multilevel Inverter using T-type is simulated using Simulink MATLAB R2015a Software. • To improve THD and minimize switch count in multi-level inverter with the t-type topology. • Present model make it suited for electric vehicle. 10
  • 11.
    LITERATURE REVIEW 11 Y. Q.Wang et al. (2021, [1]), a novel switched-capacitor-based T-type multilevel inverter (MLI) is proposed in this paper. In addition to achieving a lower maximum voltage stress on the switches than the input voltage, the proposed inverter also has the ability to boost voltage, making it suitable for high-voltage applications. It is important to point out that the proposed inverter has two topology extension schemes that help it get a higher voltage gain and output level. A seven-level inverter can be constructed with just two capacitors thanks to the advantages of low voltage stress and low power consumption. Ruijie Sun et al. (2020, [2]), have proposes a novel single-phase boosting five-level inverter with fewer parts and simple control for use with electric vehicles (EVs) and renewable energy systems. The inverter has one diode, one capacitor, nine power transistors, and supplies power from a dc voltage source. To double the voltage gain, all you need are five independent control signals. The value of the input voltage matches the peak inverse voltages across each switch.
  • 12.
    12 Y. Q. Wanget al. (2020, [3]), the large number of devices and complicated expansion of conventional multilevel inverters cause issues. A modular expanded multilevel inverter that can effectively simplify expansion and reduce the number of devices is proposed in this paper. The voltage-dividing capacitors can be guaranteed to be voltage-balanced by the proposed inverter. The inverter is able to achieve high output voltage levels and voltage gain thanks to the cascading of the T-type switched capacitor module and the step-by-step charging method of the switched capacitors. Additionally, the inversion can be accomplished without the H-bridge, resulting in a significant decrease in the switches' total standing voltage. S. Habib et al. (2020, [4]), in order to develop dependable and effective charging solutions for electric vehicles (EVs), the transportation sector needs new options for power electronics converters. The desire to reduce gasoline consumption and increase the battery capacity for greater electric range for EVs is feasible in the near future thanks to the ongoing development of power electronics converters. Since a power electronics converter serves as the primary interface between the power network and the EV battery system, new low-cost and high-reliability power converters are needed for the advanced charging mechanism of EVs.
  • 13.
    13 P. Wang etal. (2020, [5]), due to the noise caused by fast switching power electronics, inverter-fed motors' partial discharge (PD) is more complicated than that of conventional sinusoidal voltage-operated motors. This is because impulsive voltages generated at a high frequency and with a short rise time are generated by inverters. At conditions of repeated impulsive voltage, the currently available PD sensors as well as related technology for sinusoidal and DC voltage cannot be utilized. In order to detect PD for impulsive voltage, the design of an antenna with optimized geometry and satisfied parameters will be reported in this work. The antenna is checked, and the test configuration and impulse voltage parameters' effects on PD features are talked about.
  • 14.
    PROBLEM IDENTIFICATION  Tremendousresearch efforts have been devoted to developing ANPC inverters with a higher number of levels, but at the expense of the voltage- balancing problem. Additional voltage-balancing circuits with especially designed control algorithms are normally necessary to resolve the balancing problem.  With the required minimum dc link voltage Vdc twice the ac grid peak voltage, a boost dc–dc converter is essential to generate the demanded dc- link voltage. However, this two-stage power conversion structure reduces the efficiency of the system. 14
  • 15.
    15 RESEARCH METHODOLOGY • Anexhaustive assessment of the literature is presented with the goal of decreasing the number of devices required to support an increased number of output levels. • Nowadays, investments in new renewable and sustainable energy sectors are being rapidly carried out to reduce CO2 emissions and address global warming caused by the use of fossil fuels. • Advances in power electronics have contributed greatly to the advent of solar photovoltaic and wind energy-based power generation systems.
  • 16.
    16 Figure: Block Diagramof Proposed Methodology
  • 17.
    17 Figure: Simulation Modelfor Proposed Methodology
  • 18.
    18 Boost Inverter + - S1 D S2 S3 VDC C VDC +- a b Vab + - S3 S1 S2 Figure: Boost Inverter • Six unidirectional switches, one diode, and one capacitor with a PV source are used. • In this topology, a leg of the switched capacitor is cascaded with the H- bridge structure. The capacitor (C) is charged to the DC input voltage of VDC. The proposed inverter generates different output levels of 0, ±VDC, and ±2VDC.
  • 19.
    19 T-Type Inverter Figure 7:Simulation Model of T-type Inverter
  • 20.
    20 20 Working of BoostInverter Table: Switching table of proposed boost inverter Table, It’s worth noting that 1 and 0 represent the ON and OFF states of the power switches. "Δ" and " " indicate the charging and discharging modes ∇ of the capacitor ’C’. The path through which capacitors are charged is shown in green, and the resistive load and inductive load current path are shown in blue and red.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
    25 SELF-BALANCING MECHANISMS OFCAPACITOR • Switches are used to charge the capacitor in parallel with the input supply voltage (VDC). When it is connected in series with the load, it releases its stored energy. • Several charging durations of the capacitor occur during one cycle of the output voltage and capacitor voltages can dynamically maintain the source voltage, with some voltage ripples. • Capacitance discharge values are dependent on the load, the longest discharge time and the load power factor. Figure: Discharging time period of switched capacitor
  • 26.
    26 SIMULATION RESULTS • Theresults of proposed five-level structure are validated in MATLAB/Simulink environment. The simulation result obtained under steady state and dynamic circumstances. Table: Output voltage and current with inductive load change Parameter Specification DC source (VDC) 100V Output frequency 50Hz switching frequency 10kHz Capacitor 4200uF R load 50 Ω RL-Load R=50Ω,L=100mH
  • 27.
    27 Voltage [V] Current [A] Time [sec] Figure: Outputvoltage and current with resistive load
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    28 Voltage [V] Current [A] Time [sec] Figure: Outputvoltage and current with inductive load
  • 29.
  • 30.
    30 Voltage [V] Current [A] Time [sec] Figure: Outputvoltage and current with resistive load change
  • 31.
    31 Voltage [V] Current [A] Time [sec] Figure: Outputvoltage and current with inductive load change
  • 32.
    32 Voltage [V] Current [A] Time [sec] Figure: Outputvoltage and current with inductive load change to resistive load
  • 33.
    33 Figure: Total harmonicdistortion (THD) profile of output current
  • 34.
    34 COMPARISON RESULT Table: ComparisonResult for Previous and Proposed Design Parameter Previous Design Proposed Design Model Cascaded H-bridge T-type Boost Inverter Level 3-level 5-level Enhanced Voltage Boosting No Yes Number of Switch 8 6 Number of Capacitor 2 1 Total Harmonic Distortion 1.57% 0.46%
  • 35.
    35 • In thisintense the inductive load change from 100Ohm 200mH to 50Ohm 100mH at the time of 0.5sec. It can be clearly seen that the output voltage has not change at this time but output current has been doubled at this point. Its changes from 1.5A to the 3A after doing half of the inductive load. • In this intense the inductive load change from 100Ohm 100mH to pure resistive load 50Ohm at the time of 0.5sec. • It can be clearly seen that the output voltage has not change at this time but output current has been doubled at this point. Its changes from 1.8A inductive current to the 4A resistive current after doing change the load. • Its achieves a minimum value of the THD i.e., 0.46% that is good enough to use for the grid and also can be used for the different load applications. CONCLUSIONS
  • 36.
    36 The following specificareas are suggested for further research. •The further implementation of proposed algorithm system such as nine and eleven stage on the AC-DC converter. •Different multicarrier PWM techniques can be investigated for dual T types boost ANPC inverter. •A cost effective MPPT technique can be developed and analyzed through simulation and hardware. FUTURE SCOPES
  • 37.
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