In this paper two very efficient pulse width modulation techniques were discussed named Sin pulse width modulation and space vector pulse width modulation. The basic structure of the three-level inverter neutral-point clamped is introduced and the basic idea about space vector pulse width modulation for three-level voltage source inverter has been discussed in detail. Nearest three vectors space vector pulse width modulation control algorithm is adopted as the control strategy for the three phase three level NPC inverter in order to compensate the neutral-point shifting. Mathematical formulation for calculating switching sequence has determined. Comparative analysis proving superiority of the space vector pulse width modulation technique over the conventional pulse width modulation, and the results of the simulations of inverter confirm the feasibility and advantage of the space vector pulse width modulation strategy over sin pulse width modulation in terms of good utilization of dc-bus voltage, low current ripple and reduced switching frequency. Space vector pulse width modulation provides advantages better fundamental output voltage and useful in improving harmonic performance and reducing total harmonic distortion.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Analysis and Implementation of Unipolar PWM Strategies for Three Phase Cascad...IJAAS Team
This paper presents unipolar pulse width modulation technique with sinusoidal sampling pulse width modulation are analyzed for three-phase five-level, seven-level, nine-level and eleven-level cascaded multi-level inverter. The unipolar PWM method offers a good opportunity for the realization of the Three-phase inverter control, it is better to use the unipolar PWM method with single carrier wave compared to two reference waves. In such case the motor harmonic losses will be considerably lower.The necessary calculations for generation of unipolar pulse width modulation strategies have presented in detail. The unipolar SPWM voltage switching scheme is selected in this paper because this method offers the advantages of effectively doubling the switching frequency of the inverter voltage. The cascaded multi level inverter fed induction motor is simulated and compared the total harmonic distroction for all level (five-level, seven-level, nine-level and elevel-level)of the inverter. Theoretical investigations were confirmed by the digital simulations using MATLAB/SIMULINK software.
Space Vector Pulse Width Modulation Technique Applied to Two Level Voltage So...Qusai Abdelrahman
Space vector pulse width modulation SVPWM provides a better technique compared to the other pulse width modulation techniques. This paper presents simulation and implementation of SVPWM signal generation for driving three phase two level voltage source inverter VSI, also proposes and analyzes a new switching sequence for generating an SVPWM. Simulation results are obtained using the simulation package PSIM. and the inverter performance is evaluated in terms of total harmonic distortion (THD). The model is experimentally implemented and verified on Arduino Mega Atmega2560 microcontroller.
This paper presents combinations of level shifted pulse-width modulation algorithm with conventional discontinuous pulse-width modulation methods for cascaded multilevel inverters. In the proposed DPWM a zero sequence signal is injected in sinusoidal reference signal to generate various modulators with easier implementation. The analysis four various control strategies namely Common Carrier (CC), Inverted Carrier (IC), Phase Shifted (PS) and Inverted Phase Shift (IPS) for cascaded multilevel inverter fed induction motor drive has been illustrated. To validate the proposed work experimental tests has been carried out using dSPACE controller. Experimental study proves that using proposed algorithms reduction in common-mode voltage with fewer harmonics along with reduced switching loss for a cascaded multilevel inverter fed motor drive has been achieved.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Analysis and Implementation of Unipolar PWM Strategies for Three Phase Cascad...IJAAS Team
This paper presents unipolar pulse width modulation technique with sinusoidal sampling pulse width modulation are analyzed for three-phase five-level, seven-level, nine-level and eleven-level cascaded multi-level inverter. The unipolar PWM method offers a good opportunity for the realization of the Three-phase inverter control, it is better to use the unipolar PWM method with single carrier wave compared to two reference waves. In such case the motor harmonic losses will be considerably lower.The necessary calculations for generation of unipolar pulse width modulation strategies have presented in detail. The unipolar SPWM voltage switching scheme is selected in this paper because this method offers the advantages of effectively doubling the switching frequency of the inverter voltage. The cascaded multi level inverter fed induction motor is simulated and compared the total harmonic distroction for all level (five-level, seven-level, nine-level and elevel-level)of the inverter. Theoretical investigations were confirmed by the digital simulations using MATLAB/SIMULINK software.
Space Vector Pulse Width Modulation Technique Applied to Two Level Voltage So...Qusai Abdelrahman
Space vector pulse width modulation SVPWM provides a better technique compared to the other pulse width modulation techniques. This paper presents simulation and implementation of SVPWM signal generation for driving three phase two level voltage source inverter VSI, also proposes and analyzes a new switching sequence for generating an SVPWM. Simulation results are obtained using the simulation package PSIM. and the inverter performance is evaluated in terms of total harmonic distortion (THD). The model is experimentally implemented and verified on Arduino Mega Atmega2560 microcontroller.
This paper presents combinations of level shifted pulse-width modulation algorithm with conventional discontinuous pulse-width modulation methods for cascaded multilevel inverters. In the proposed DPWM a zero sequence signal is injected in sinusoidal reference signal to generate various modulators with easier implementation. The analysis four various control strategies namely Common Carrier (CC), Inverted Carrier (IC), Phase Shifted (PS) and Inverted Phase Shift (IPS) for cascaded multilevel inverter fed induction motor drive has been illustrated. To validate the proposed work experimental tests has been carried out using dSPACE controller. Experimental study proves that using proposed algorithms reduction in common-mode voltage with fewer harmonics along with reduced switching loss for a cascaded multilevel inverter fed motor drive has been achieved.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...IJPEDS-IAES
Real and Reactive power flow in an alternating current transmission line can be independently controlled by connecting, to the transmission line, a series- compensating voltage, which is variable in magnitude and phase angle. The Static Synchronous Series Compensator (SSSC), a solid-state voltage source inverter (VSC) coupled with a transformer, is connected in series with a transmission line. An SSSC injects an almost sinusoidal voltage, of variable magnitude, in series with a transmission line. This injected voltage is almost in quadrature with the line current, thereby emulating an inductive or a capacitive reactance in series with the transmission line. This emulated variable reactance, inserted by the injected voltage source, influences the electric power flow in the transmission line. In this report, an attempt is made to evolve the model of SSSC and VSC with preliminary studies for the controller design.
Fuzzy Logic Controller Based High Frequency Link AC-AC Converter For Voltage ...IJTET Journal
Abstract—In this paper, an advanced high frequency link AC-AC Push-pull cycloconverter for the voltage compensation is proposed in order to maintain the power quality in electric grid. The proposed methodology can be achieve arbitrary output voltage without using large energy storage elements. So that the system is more steadfast and less costly compared with the conventional inverter topology. Additionally, the proposed converter does not contain any line frequency transformer, which reduces the cost further. The control scheme for the push pull cycloconverter employs the fuzzy logic controller based sinusoidal pulse width modulation (SPWM) to accomplish better performance on voltage compensation, like unbalanced voltage harmonics elimination. The simulation results are given to show the effectiveness of the proposed high frequency link AC-AC converter and fuzzy logic controller based SPWM technology
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...AI Publications
Brushless DC motors are having a major problem with harmonics in torque. The variations in speed and production of noise should be minimized by using proper topologies. BLDC motors have been gaining attention from different Industrial and domestic appliance manufacturers, because of their high efficiency, high power density and easy maintenance and low cost. This paper presents a three phase BLDC motor with low cost drive to be driven without DC link capacitor. The proposed technique uses an electronic commutation and operates the machine exclusive of the intermediate DC link capacitor. The designing of Brushless DC motor drive system along with control system for torque ripple minimization, speed controller and current controllers are presented using MATLAB / SIMULINK and results are evaluated.
Space Vector Pulse Width Modulation Schemes for Two-Level Voltage Source Inve...IDES Editor
Space Vector Pulse Width Modulation (SVPWM)
method is an advanced, computation intensive PWM method
and possibly the best among all the PWM techniques for
variable frequency drive applications. The SVPWM is an
alternative method for the determination of switching pulse
width and their position. The major advantage of SVPWM
stem from the fact that, there is a degree of freedom of space
vector placement in a switching cycle. This feature improves
the harmonic performance of this method. This method has
been finding widespread application in recent years because
of the easier digital realization and better dc bus utilization.
In this paper, three SVPWM schemes, called 7-segment space
vector modulation (SVM), 7-segment SVM with even-order
harmonic elimination and 5-segment (discontinuous) SVM
are studied in detail. The theoretical analysis, design,
switching sequence and SIMULINK implementation of these
three SVM schemes is presented in step-by-step manner
Two leg three-phase inverters (FSTPIs) have been proposed to be used in low-power; low-cost applications because of the reduced number of semiconductor devices, and space vector pulse width modulation (SVPWM) techniques have also been introduced to control FSTPIs. However, high-performance controllers are needed to implement complicated SVPWM algorithms, which limit their low-cost applications. To simplify algorithms and reduce the cost of implementation, an equivalent scalar method for SVPWM of FSTPIs is proposed. SVPWM for FSTPIs is actually a sine PWM by modulating two sine waves of 600 phase difference with a triangle wave, but in this method third harmonics doesn’t eliminated. So as to eliminate the third harmonics we have to compose a high frequency sine wave to on existing sine waves. So such a special sine PWM can be used to control FSTPIs. The Mathematical and simulation results demonstrate the validity of the proposed method.
http://www.mathworks.com/matlabcentral/fileexchange/authors/126814
discusses about the reduction of commutation torque ripple in BLDC motor and various convention methods and the proposed method for 2 level inverter and 3 level inverter
Harmonic comparisons of various pwm techniques... A reportSaquib Maqsood
Abstract: Cascaded inverters are ideal for connecting renewable energy sources with an AC grid, because of the need for separate dc sources, which is the case in applications such as photovoltaic or fuel cells. The inverter could be controlled to either regulate the power factor of the current drawn from the source or the bus voltage of the electrical system where the inverter was connected. The modulation techniques are crucial in operating any inverter at desired conditions. In this work different PWM techniques are implemented for five level cascaded multilevel inverter and THD variation is analyzed.
This paper presents investigation and performance analysis of novel down sampling based clamping SV PWM technique for diode and cascaded Multi-level Invereter fed to Induction motor drive. A novel down sampling based clamping SVPWM has developed by adding triangular off set to sinusoidal fundamental waveform is modified by down sampling the reference wave by order of 10 so this technique is called clamping space vector pulse width modulation techniques such as PD, POD and APOD. so as to shift the lower order harmonics to higher order side. This novel carrier is compared with the offset injected space vector reference waveform to generate the required PWM pulses to the inverter. To analyze the performance of the proposed PWM technique it is implemented on seven level diode and cascaded Multi-level Inverter using Matlab/Simulink software tool for output line, phase voltage, currents, speed, torque and Total harmonic distortion analysis.
Harmonic comparisons of various PWM techniques for basic MLISaquib Maqsood
Cascaded inverters are ideal for connecting renewable energy sources with an AC grid, because of the need for separate dc sources, which is the case in applications such as photovoltaic or fuel cells. The inverter could be controlled to either regulate the power factor of the current drawn from the source or the bus voltage of the electrical system where the inverter was connected. The modulation techniques are crucial in operating any inverter at desired conditions. In this work different PWM techniques are implemented for five level cascaded multilevel inverter and THD variation is analyzed.
The power electronics device which converts DC power to AC power at required output voltage and frequency level is known as inverter. Multilevel inverter is to synthesize a near sinusoidal voltage from several levels of dc voltages. In order to maintain the different voltage levels at appropriate intervals, the conduction time intervals of MOSFETS have been maintained by controlling the pulse width of gating pulses. In this paper single phase to three phase power conversion using PWM technique. The simulation is carried out in MATLAB/Simulink environment which demonstrate the feasibility of proposed scheme.
The peer-reviewed International Journal of Engineering Inventions (IJEI) is started with a mission to encourage contribution to research in Science and Technology. Encourage and motivate researchers in challenging areas of Sciences and Technology.
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...IJPEDS-IAES
Real and Reactive power flow in an alternating current transmission line can be independently controlled by connecting, to the transmission line, a series- compensating voltage, which is variable in magnitude and phase angle. The Static Synchronous Series Compensator (SSSC), a solid-state voltage source inverter (VSC) coupled with a transformer, is connected in series with a transmission line. An SSSC injects an almost sinusoidal voltage, of variable magnitude, in series with a transmission line. This injected voltage is almost in quadrature with the line current, thereby emulating an inductive or a capacitive reactance in series with the transmission line. This emulated variable reactance, inserted by the injected voltage source, influences the electric power flow in the transmission line. In this report, an attempt is made to evolve the model of SSSC and VSC with preliminary studies for the controller design.
Fuzzy Logic Controller Based High Frequency Link AC-AC Converter For Voltage ...IJTET Journal
Abstract—In this paper, an advanced high frequency link AC-AC Push-pull cycloconverter for the voltage compensation is proposed in order to maintain the power quality in electric grid. The proposed methodology can be achieve arbitrary output voltage without using large energy storage elements. So that the system is more steadfast and less costly compared with the conventional inverter topology. Additionally, the proposed converter does not contain any line frequency transformer, which reduces the cost further. The control scheme for the push pull cycloconverter employs the fuzzy logic controller based sinusoidal pulse width modulation (SPWM) to accomplish better performance on voltage compensation, like unbalanced voltage harmonics elimination. The simulation results are given to show the effectiveness of the proposed high frequency link AC-AC converter and fuzzy logic controller based SPWM technology
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...AI Publications
Brushless DC motors are having a major problem with harmonics in torque. The variations in speed and production of noise should be minimized by using proper topologies. BLDC motors have been gaining attention from different Industrial and domestic appliance manufacturers, because of their high efficiency, high power density and easy maintenance and low cost. This paper presents a three phase BLDC motor with low cost drive to be driven without DC link capacitor. The proposed technique uses an electronic commutation and operates the machine exclusive of the intermediate DC link capacitor. The designing of Brushless DC motor drive system along with control system for torque ripple minimization, speed controller and current controllers are presented using MATLAB / SIMULINK and results are evaluated.
Space Vector Pulse Width Modulation Schemes for Two-Level Voltage Source Inve...IDES Editor
Space Vector Pulse Width Modulation (SVPWM)
method is an advanced, computation intensive PWM method
and possibly the best among all the PWM techniques for
variable frequency drive applications. The SVPWM is an
alternative method for the determination of switching pulse
width and their position. The major advantage of SVPWM
stem from the fact that, there is a degree of freedom of space
vector placement in a switching cycle. This feature improves
the harmonic performance of this method. This method has
been finding widespread application in recent years because
of the easier digital realization and better dc bus utilization.
In this paper, three SVPWM schemes, called 7-segment space
vector modulation (SVM), 7-segment SVM with even-order
harmonic elimination and 5-segment (discontinuous) SVM
are studied in detail. The theoretical analysis, design,
switching sequence and SIMULINK implementation of these
three SVM schemes is presented in step-by-step manner
Two leg three-phase inverters (FSTPIs) have been proposed to be used in low-power; low-cost applications because of the reduced number of semiconductor devices, and space vector pulse width modulation (SVPWM) techniques have also been introduced to control FSTPIs. However, high-performance controllers are needed to implement complicated SVPWM algorithms, which limit their low-cost applications. To simplify algorithms and reduce the cost of implementation, an equivalent scalar method for SVPWM of FSTPIs is proposed. SVPWM for FSTPIs is actually a sine PWM by modulating two sine waves of 600 phase difference with a triangle wave, but in this method third harmonics doesn’t eliminated. So as to eliminate the third harmonics we have to compose a high frequency sine wave to on existing sine waves. So such a special sine PWM can be used to control FSTPIs. The Mathematical and simulation results demonstrate the validity of the proposed method.
http://www.mathworks.com/matlabcentral/fileexchange/authors/126814
discusses about the reduction of commutation torque ripple in BLDC motor and various convention methods and the proposed method for 2 level inverter and 3 level inverter
Harmonic comparisons of various pwm techniques... A reportSaquib Maqsood
Abstract: Cascaded inverters are ideal for connecting renewable energy sources with an AC grid, because of the need for separate dc sources, which is the case in applications such as photovoltaic or fuel cells. The inverter could be controlled to either regulate the power factor of the current drawn from the source or the bus voltage of the electrical system where the inverter was connected. The modulation techniques are crucial in operating any inverter at desired conditions. In this work different PWM techniques are implemented for five level cascaded multilevel inverter and THD variation is analyzed.
This paper presents investigation and performance analysis of novel down sampling based clamping SV PWM technique for diode and cascaded Multi-level Invereter fed to Induction motor drive. A novel down sampling based clamping SVPWM has developed by adding triangular off set to sinusoidal fundamental waveform is modified by down sampling the reference wave by order of 10 so this technique is called clamping space vector pulse width modulation techniques such as PD, POD and APOD. so as to shift the lower order harmonics to higher order side. This novel carrier is compared with the offset injected space vector reference waveform to generate the required PWM pulses to the inverter. To analyze the performance of the proposed PWM technique it is implemented on seven level diode and cascaded Multi-level Inverter using Matlab/Simulink software tool for output line, phase voltage, currents, speed, torque and Total harmonic distortion analysis.
Harmonic comparisons of various PWM techniques for basic MLISaquib Maqsood
Cascaded inverters are ideal for connecting renewable energy sources with an AC grid, because of the need for separate dc sources, which is the case in applications such as photovoltaic or fuel cells. The inverter could be controlled to either regulate the power factor of the current drawn from the source or the bus voltage of the electrical system where the inverter was connected. The modulation techniques are crucial in operating any inverter at desired conditions. In this work different PWM techniques are implemented for five level cascaded multilevel inverter and THD variation is analyzed.
The power electronics device which converts DC power to AC power at required output voltage and frequency level is known as inverter. Multilevel inverter is to synthesize a near sinusoidal voltage from several levels of dc voltages. In order to maintain the different voltage levels at appropriate intervals, the conduction time intervals of MOSFETS have been maintained by controlling the pulse width of gating pulses. In this paper single phase to three phase power conversion using PWM technique. The simulation is carried out in MATLAB/Simulink environment which demonstrate the feasibility of proposed scheme.
The peer-reviewed International Journal of Engineering Inventions (IJEI) is started with a mission to encourage contribution to research in Science and Technology. Encourage and motivate researchers in challenging areas of Sciences and Technology.
International Journal of Computational Engineering Research(IJCER)ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology.
Investigation of the Common Mode Voltage for a Neutral-Point-Clamped Multilev...IJPEDS-IAES
The purpose of this paper is to provide a comprehensive Investigations and its control on the common mode Voltage (CMV) of the three-phase three-level neutral-point diode-clamped (NPC) multilevel inverter (MLI). A widespread space-vector pulse width modulation (SVPWM) technique to mitigate the perpetual problem of the NPC-MLI, the CMV, proposed. The proposed scheme is an effectual blend of nearest three vector (NTV) and selected three vector (STV) techniques. This scheme is capable to reduce the CMV without compromise the inverter output voltage and Total harmonics distraction (THD). CMV reduction achieved less than +Vdc/6 using the proposed vector selection procedure. The theoretical Investigations, the MATLAB software based computer simulation and Field Programmable Gate Array (FPGA) supported hardware corroboration have shown the superiority of the proposed technique over the conventional SVPWM schemes.
Total Harmonic Distortion Analysis of Multilevel Inverter Fed To Induction Mo...IJERA Editor
This paper presents the control of a multilevel inverter supplied by a Photovoltaic (PV) panel and a batteries
bank. It is well known that the power quality of multilevel inverter signals depends on their number of levels.
However, the question that arises is whether there is a limit beyond which it is not necessary to increase the
number of level. This question is addressed in this paper. Three, nine and fifteen-level converters are studied.
The harmonics content of the output signals are analyzed. A simplified Pulse Width Modulation (SPWM)
method for a multilevel inverter that supplied an induction motor is developed. The controller equations are such
that the SPWM pulses are generated automatically for any number of levels. The effectiveness of the propose
method is evaluated in simulation. Matlab®/ Simulink is used to implement the control algorithm and simulate
the system.
Multilevel inverters have become more popular over the years in electric high power application
with the promise of less disturbances and the possibility to function at lower switching frequencies than
ordinary two-level inverters. This paper presents information about several multilevel inverter topologies,
such as the Neutral-Point Clamped Inverter and the Cascaded Multi cell Inverter. These multilevel
inverters will also be compared with two-level inverters in simulations to investigate the advantages of
using multilevel inverters. Modulation strategies, component comparison and solutions to the multilevel
voltage source balancing problem will also be presented in this work.
Keywords — multilevel, Neutral-clamped, PWM.
Investigation of THD for Cascaded Multi-Level Inverter Using Multicarrier Mod...IJERA Editor
A novelty kind of Multilevel converters are used in high voltage and high power application of industry field, can able to produce near sinusoidal voltage/currents with only operating at fundamental frequency switching. This paper presents a initial level of 5-level up to its giant level 13-level cascaded multilevel converter. In now a days multilevel inverters has become very popular for motor drive applications of industry. Multicarrier pulse width modulation techniques is an effective solution for increases the number of levels of the output wave form and thereby dramatically reduced the harmonics and total harmonic distortion(THD). The output waveform has 5,7,9,11 and 13 levels. In this paper three multicarrier pulse width modulation techniques such as phase shifted, level shifted and the wave level shifted Multi-carrier modulation PWM techniques are discussed. These methods are modeled for all level CMC by using the MATLAB/SIMULINK and the THD of the these methods are compared.
Simulation Investigation of SPWM, THIPWM and SVPWM Techniques for Three Phase...IJPEDS-IAES
Pulse width modulation (PWM) technique is one of the vital issues for power electronic circuit control. A number of Pulse width modulation (PWM) techniques are increasingly applied in many new industrial applications that require superior performance. The most widely applied PWM technique for three-phase voltage source inverters are Sine Pulse Width Modulation (SPWM), Third Harmonic Injection Pulse Width Modulation (THIPWM) and Space Vector Pulse Width Modulation (SVPWM). SPWM is the most simple modulation technique that can realize easily in analog circuit. However, it has some drawbacks such as higher total harmonic distortion (THD), lower switching frequency and not capable in over modulation region. THIPWM and SVPWM both provide better THD compared to SPWM. SVPWM shows lower THD in over modulation region and in high frequency application compared to THIPWM. These three techniques are discussed, analyzed and compared in terms of modulation index, switching frequency and inverter input voltage in this paper. The modeling and simulation for all PWM techniques have been done by using MATLAB/SIMULINK and Origin 6.1. From the simulation results, SVPWM shows the best performance and meet IEEE 519 standard of current harmonics level.
Reduction of common mode voltage for cascaded multilevel inverters using phas...nooriasukmaningtyas
Demand of cascaded multilevel inverters in industries of electric drives and
renewable energy is increasing due to their large-scale capacity and high
voltage. The modulation technique of inverters significantly affects the
power quality of the inverter output voltage. This paper proposes a new
method of carrier wave modulation using the phase shift keying technique for
cascaded multilevel inverters. The phase of a constant frequency carrier wave
is changed at an accurate time by an input sinusoidal control signal. This
modulation technique is simply implemented and only needs a small
memory. It also helps reduce the common mode voltage of inverters in order
to suppress the output voltage harmonics. Moreover, the ability to reduce
switching count also helps the inverters decrease switching loss. The
simulated and experienced results on a cascaded 9-level 3-phase inverter and
an F28379D DSP kit have validated the performance of the proposed
technique compared with that of the APOD and POD methods.
This paper presents a MATLAB/SIMULINK model of two multi-level inverter topologies. Algorithms based on space vector modulation (SVM) technique are developed in order to conduct a comparative study on diode clamped five and seven level inverters. The scheme used to develop these control algorithms are based on symmetrical sequence because of the symmetry of the switching wave. Both topologies are simulated and analyzed using a squirrel cage induction motor. The results have showed that the best motor dynamic response with less harmonic distortion and torque fluctuations is obtained when seven-level inverter is employed.
Asymmetrical Cascaded Multi Level Inverter using Control Freedom Pulse width ...IAES-IJPEDS
In this paper, the suggested topologies are gained by cascading a full bridge inverter with dissimilar DC sources. This topology has several new patterns adopting the fixed switching frequency, multicarrier control freedom degree with mixture conceptions are established and simulated for the preferred three-phase cascaded multilevel inverter. In outstanding switching arrangement terminations, there are convinced degrees of freedom to produce the nine level AC output voltages with terminated switching positions for producing altered output voltages. These investigations focus on asymmetrical cascaded multilevel inverter engaging with carrier overlapping pulse width modulation (PWM) topologies. These topologies offer less amount of harmonics present in the output voltage and superior root mean square (RMS) values of the output voltages associated with the traditional sinusoidal pulse width modulation. This research studies carries with it MATLAB/SIMULINK based simulation and experimental results obtained using appropriated prototype to prove the validity of the proposed concept.
Multi Carrier based Multilevel Inverter with Minimal Harmonic DistortionIJPEDS-IAES
This paper presents performance features of Asymmetric Cascaded
Multilevel inverter. Multilevel inverters are commonly modulated by using
multicarrier pulse width modulation (MCPWM) techniques such as phaseshifted
multicarrier modulation and level-shifted multicarrier modulation.
Amongst these, level-shifted multicarrier modulation technique produces the
best harmonic performance. This work studies about multilevel inverter with
unequal DC sources using level shifting MCPWM technique. The
Performances indices like Total Harmonic Distortion (THD), number of
switches and DC Sources are considered. A procedure to achieve an
appropriate level shifting is also presented is this paper.
The study made in this paper concerns the use of the voltage-oriented control (VOC) of three-phase pulse width modulation (PWM) rectifier with constant switching frequency. This control method, called voltage-oriented controlwith space vector modulation (VOC-SVM). The proposed control scheme has been founded on the transformation between stationary (α-β) and and synchronously rotating (d-q) coordinate system, it is based on two cascaded control loops so that a fast inner loop controls the grid current and an external loop DC-link voltage, while the DC-bus voltage is maintained at the desired level and ansured the unity power factor operation. So, the stable state performance and robustness against the load’s disturbance of PWM rectifiers are boths improved. The proposed scheme has been implemented and simulated in MATLAB/Simulink environment. The control system of the VOC-SVM strategy has been built based on dSPACE system with DS1104 controller board. The results obtained show the validity of the model and its control method. Compared with the conventional SPWM method, the VOC-SVM ensures high performance and fast transient response.
Total Harmonic Distortion of Dodecagonal Space Vector ModulationIJPEDS-IAES
Space vector modulation technique is one of the best PWM techniques which have been implemented to the Multilevel inverter circuit to get the purely sinusoidal cuurent. This is a important algorithm which is implemented in open wind induction motor. This type of I.M has great impact on Electric Drive system. SVM is nothing but the technique of switching algorithm. The Hexagonal space vector modulation has been implemented before, but elimination of higher order harmonics is not possible. Torque pulsation arises. Speed control of Induction motor was not smooth. So Dodecagonal (12) structure developed. A 12 side polygonal space vector structure is meant for eliminating (6n±1) harmonics in the phase current waveform throughout the modulating range. A high resolution of PWM technique is proposed involving multiple 12 sided polygonal (Dodecagonal) structure that can generate highly sinusoidal voltage at a reduced switching frequency. In this paper different values of frequencies have been taken for harmonic analysis. SVM method features a higher level of dc-bus voltage utilization compared to the conventional PWM.
Similar to PWM control techniques for three phase three level inverter drives (20)
Amazon products reviews classification based on machine learning, deep learni...TELKOMNIKA JOURNAL
In recent times, the trend of online shopping through e-commerce stores and websites has grown to a huge extent. Whenever a product is purchased on an e-commerce platform, people leave their reviews about the product. These reviews are very helpful for the store owners and the product’s manufacturers for the betterment of their work process as well as product quality. An automated system is proposed in this work that operates on two datasets D1 and D2 obtained from Amazon. After certain preprocessing steps, N-gram and word embedding-based features are extracted using term frequency-inverse document frequency (TF-IDF), bag of words (BoW) and global vectors (GloVe), and Word2vec, respectively. Four machine learning (ML) models support vector machines (SVM), logistic regression (RF), logistic regression (LR), multinomial Naïve Bayes (MNB), two deep learning (DL) models convolutional neural network (CNN), long-short term memory (LSTM), and standalone bidirectional encoder representations (BERT) are used to classify reviews as either positive or negative. The results obtained by the standard ML, DL models and BERT are evaluated using certain performance evaluation measures. BERT turns out to be the best-performing model in the case of D1 with an accuracy of 90% on features derived by word embedding models while the CNN provides the best accuracy of 97% upon word embedding features in the case of D2. The proposed model shows better overall performance on D2 as compared to D1.
Design, simulation, and analysis of microstrip patch antenna for wireless app...TELKOMNIKA JOURNAL
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PWM control techniques for three phase three level inverter drives
1. TELKOMNIKA Telecommunication, Computing, Electronics and Control
Vol. 18, No. 1, February 2020, pp. 519~529
ISSN: 1693-6930, accredited First Grade by Kemenristekdikti, Decree No: 21/E/KPT/2018
DOI: 10.12928/TELKOMNIKA.v18i1.12440 519
Journal homepage: http://journal.uad.ac.id/index.php/TELKOMNIKA
PWM control techniques for three phase three level
inverter drives
Arkan A. Kadum
Department of Electrical Engineering, University of Kufa, Iraq
Article Info ABSTRACT
Article history:
Received Jan 26, 2019
Revised Jun 2, 2019
Accepted Jul 18, 2019
In this paper two very efficient pulse width modulation techniques were
discussed named Sin pulse width modulation and space vector pulse width
modulation. The basic structure of the three-level inverter neutral-point
clamped is introduced and the basic idea about space vector pulse width
modulation for three-level voltage source inverter has been discussed in
detail. Nearest three vectors space vector pulse width modulation control
algorithm is adopted as the control strategy for the three phase three level
NPC inverter in order to compensate the neutral-point shifting. Mathematical
formulation for calculating switching sequence has determined. Comparative
analysis proving superiority of the space vector pulse width modulation
technique over the conventional pulse width modulation, and the results of
the simulations of inverter confirm the feasibility and advantage of the space
vector pulse width modulation strategy over sin pulse width modulation in
terms of good utilization of dc-bus voltage, low current ripple and reduced
switching frequency. Space vector pulse width modulation provides
advantages better fundamental output voltage and useful in improving
harmonic performance and reducing total harmonic distortion.
Keywords:
Multi-level converters
Neutral-point-clamped inverter
Space vector pulse width
modulation
Three-level inverter
This is an open access article under the CC BY-SA license.
Corresponding Author:
Arkan A. Kadum,
Department of Electrical Engineering,
University of Kufa, Iraq.
Email: arkana.doabel@uofkufa.edu.iq
1. INTRODUCTION
Multilevel inverter topologies [1, 2] have got special attention during the earlier two decades due to
their significant advantages compared to the classical two level inverters. As compared with two-level
inverters, multilevel inverters have multiple advantages, for example, low harmonics in output voltages and
current, less dv/dt, lower power losses across switching devices, less common mode voltages, and higher
quality output waveform [3-7]. Therefore a new family of multilevel inverters has emerged as the solution for
different applications; such as, AC power supplies, large powerful engine drivers, transmission, distribution
systems and medium voltage grid [8-12].
Different types of topologies of power conversion have been proposed with the aim of improving
the total harmonic distortion (THD) and efficiency, and reducing the complexity of control. The most known
are: cascaded H-bridge (CHB) inverter, flying-capacitors (FC) converter, packed U cells, [13-16] and neutral
point clamped (NPC) inverter [1]. This paper uses the NPC topology because it has the advantages such as:
low switching frequency, DC-link capacitors are common to three phases and reactive current can be
controlled [14]. The diode-clamped three level neutral-point clamped (NPC) topology has been the most
2. ISSN: 1693-6930
TELKOMNIKA Telecommun Comput El Control, Vol. 18, No. 1, February 2020: 519 - 529
520
widely used one among all multilevel inverter topologies due to their use of a unique DC source of voltage
compared with the CHB inverters and higher performance when compared to the FL inverters [17, 18].
On the other hand, several methods of modulation techniques have been proposed for this type of
converter. The most known techniques are: selective harmonic elimination pulse width modulation (PWM),
sinusoidal PWM with and without harmonic injection, space vector modulation, sigma delta PWM, and
closed loop modulation techniques exist to control the inverter [19-22]. Among the possible multilevel
topologies, the sine triangle PWM (SPWM) and space vector PWM (SVPWM) are probably the most popular
modes and the most common PWM generation techniques for three-level three-phase multilevel inverters.
The SVPWM is basically divided into two classifications: the nearest three vectors (NTV) method and
the Hexagons method. The SVPWM includes the reference voltage space vector synthesis for the NTV
approach, by switching between the nearest three voltage space vectors [23-26]. The output voltage vector is
synthesized for the hexagon's approach using a method similar to the traditional two-level converter.
This paper modeling and simulation of a three-level NPC inverter have been performed with SPWM
and SVPWM techniques using MATLAB/Simulink software. The results of the comprehensive comparison
are presented in two ways. This paper will be divided into six sections. A brief review of the three level NPC
inverter is provided in section 2. Sections 3 describes the three level PWM techniques. The proposed
three-level space voltage vector algorithm has given in section 4. Section 5 will perform the simulation
successively. Finally, at the end of this paper, a general conclusion is given.
2. THREE-LEVEL DIODE-CLAMPED INVERTER TOPOLOGY
Figure 1 shows the three-phase three-level diode-clamped inverter (NPC) topology. From Figure 1,
each phase of the inverter shared the DC-link supply. The center of each phase is connected to the common
point of the series capacitors. The inverter is feeding an AC a three-phase load. Three-level output consisting
of levels -Vdc, 0, + Vdc depending on the DC-bus voltage. Table 1 shows the functioning principle. In order
to obtain the desired three-level voltages, the converter must ensure complementarities between the pairs of
switches: (Si1,Si4) and (Si2,Si3) where 'i' is the phase indicator (i = a, b, c), Vio is the phase-to-fictive middle
point voltage. Table 1 shows switching of the i-phase in Figure 1 with switching states and corresponding
output voltage levels.
Figure 1. Three-phase three-level NPC inverter circuit
Table 1. Relationship between switching devices and output level
Switching Situations
i-phase of NPC inverter
Terminal Voltage
Si1 Si2 Si3 Si4
P 1 1 0 0 +Vdc /2
O 0 1 1 0 0
N 0 0 1 1 -Vdc /2
3. THREE-LEVEL PWM TECHNIQUES
In many applications, the output voltage of the inverter is often required to vary due to
the following reasons:
3. TELKOMNIKA Telecommun Comput El Control
PWM control techniques for three phase three level inverter drives (Arkan A. Kadum)
521
− To compensate the input voltage variations.
− To compensate for the regulation of the inverters.
− For the provision of special loads that will need variation of voltage with frequency.
3.1. Sinusoidal pulse width modulation technique
The principle of the sinusoidal carrier-based pulse width modulation (SPWM) technique;
a high-frequency triangular carrier wave Vr is compared with a sinusoidal control signal Vc at the desired
frequency. The intersection of Vc and Vr waves determines the switching instants and commutation of
the modulated pulse. A transition in PWM waveform is generated at each compare match point. When
sinusoidal wave has magnitude higher than the triangular wave the PWM output is positive and when Vc is
smaller than Vr, the output is negative. The inverter’s switching frequency fs establishes by the frequency of
triangle waveform Vc. The fundamental frequency component in the inverter output voltage can be
controlled by amplitude modulation index; we define the modulation index mi as follows:
mi = Vc / Vr (1)
where Vc and Vr are the peak values of the modulating and carrier waves, respectively. The amplitude
modulation index mi is usually adjusted by varying Vc while keeping Vr fixed. The frequency modulation
index is defined by:
mf = fr / f1 (2)
where, f1 and fr are the frequencies of the modulating and carrier waves, respectively. The fundamental
component Vout1 of the output voltage has the property as depicted in equation below in a linear
modulation region:
Vout1 = mi * Vd mi ≤ 1.0 (3)
in (1) shows that the modulation index and amplitude of the fundamental component of
the output voltage varies linearly. The mi value varied from zero to one; it is defined as the linear control
range of sinusoidal carrier PWM. Three level pulse width modulated waveforms can be generated by sine
carrier PWM. Sine carrier PWM is generated by comparing the three reference control signals with two
triangular carrier waves [6, 12].
The three-level sine-PWM inverter is implementation as a two-level inverter using the same
principle. Here sine carrier PWM is generated by comparing the three reference control signals with two
triangular carrier waves. The corresponding pulses are generated which are to be supplied to the inverter gate
devices. The three reference control signals are phase shift by an angle 2π/3 and 4π/3 with same amplitude.
Two carrier waves are in phase each other with dc voltage offset. For three-phase SPWM;
𝑉𝑝𝑒𝑎𝑐𝑘 = 𝑚
𝑣 𝑑𝑐
2
(4)
where: Vpeak is the peak value of the fundamental component of the phase-to-neutral voltage, vdc is the DC
link voltage. For three-phase space-vector SVPWM, [13].
𝑉𝑝𝑒𝑎𝑐𝑘 = 𝑚
𝑣 𝑑𝑐
√3
(5)
For normal steady-state operation, 0 <m ≤ 1.
3.2. Space vector pulse width modulation
The basic principle of SVPWM depends on synthesizing the vector of reference voltage by time
averaging of the two vectors produced by the inverter. The reference voltage vector is the required command
voltage which that should be given as required to the application. Space vector PWM technique is based on
rotating reference voltage space vector approximation. The rotating reference voltage vector represents
the spatial vector sum of the three-phase voltage in the α-β space. The amplitude of the vector and the phase
angle of the three-phase can be determined by the instantaneous values of the voltages. If the magnitudes are
sinusoidal and balanced, the vector it will rotate rapidly in a fixed angular and have a constant amplitude.
When considering the three phase of the inverter, there are 27 switching state. Each of these switching states
can be represented as a vector using (6):
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𝑉
→
= 𝑉𝛼 + 𝑗𝑉𝛽 =
2
3
(𝑉𝑎 𝑒 𝑗0
+ 𝑉𝑏 𝑒
𝑗2𝜋
3 + 𝑉𝑐 𝑒
𝑗4𝜋
3 ) (6)
𝜽 = 𝒕𝒂𝒏−𝟏
(
𝑽 𝜶
𝑽 𝜷
) (7)
where Va, Vb, Vc are the reference three-phase voltages and Vα and Vβ are the components of reference vector
in α-β coordinate system. Through the use Clark transformation, the a-b-c three-phase coordinate system is
transformed to 2-dimentional α-β frame that is helpful in sector identification by following expression:
[
𝑉𝛼
𝑉𝛽
] =
2
3
[
1 −
1
2
−
1
2
0
√3
2
−
√3
2
] [
𝑉𝑎
𝑉 𝑏
𝑉 𝑐
] (8)
The 27 output voltage vectors in the three-level VSI as shown in Figure 2. The space-vector diagram
shown in Figure 2 consists of 6 major triangular sectors. Each major section represents π/3 of
the fundamental cycle. There are 4 minor triangular sectors within each major sector. Therefore, the total is
24 minor sectors in the plane. The voltage vector is represented by the vertices of these sectors. Based on
the amplitude the three-level inverter vectors are divided into large, medium, small, and zero vectors, they are
listed as shown in Table 2.
As can be seen in Figure 2, the voltage vectors are located at the various points of the two hexagons
interleaved according to their switching. The voltage vectors of group large voltage vectors, with amplitudes
of 2Vdc/3 and located at the corners of the outer hexagon. The medium voltage vector is the voltage vector of
amplitude Vdc/√3 and is located at the midpoint of the outer hexagon. Small group voltage vectors with
amplitudes of Vdc/3 and are located at the corners of the inner hexagon. When the rotating voltage vector falls
into a certain sector in a three-phase three-level inverter, adjacent voltage vectors are selected to synthesize
the desired rotating voltage vector based on the principle of vector synthesis, resulting in PWM waveforms in
three-phase. The sector in which Vo* resides can be examined by examining the phase angle and
the magnitude of a rotating reference voltage vector V*.
Figure 2. Space voltage vectors in three-level inverter
Table 2. Voltage vectors and switching states
Vector name vector classification
Zero vector [OOO] [PPP] [NNN]
Small vector
P-type N-type
[PPO] [POO] [ONN] [ONN]
[OPP] [OPO] [NOO] [NNO]
[POP] [OOP] [ONO] [NON
Medium vector [NPO] [PON] [OPN]
[PNO] [ONP] [NOP]
Large vector [PPN] [PNN] [NPN]
[PNP] [NNP] [NPP]
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4. THREE-LEVEL INVERTERS SPACE VOLTAGE VECTOR ALGORITHM
As shown in Figure 3, the primary task of SVPWM is to determine, which sector and which of
the region, then determine the corresponding output space voltage vectors. The realization of the voltage
vector SVPWM is subsumed into the proposed SVPWM technique following steps:
− Transformation of 3-phase to 2-phase.
− Determining the sector containing the tip of the reference vector.
− Determine the region in the corresponding sector.
− Deduction of optimum switching sequence.
− Generation of gating signals to the inverter devices.
− Calculating the duration of switching vectors.
Step 1: Using park’s transformation to calculate Vα, Vβ, Vref and the angle (θ) (8).
Step 2: After calculating θ, determine the sector according to Vref position of as shown in Table 3
Step 3: Determine the region in the corresponding sector. The reference voltage vector can be found in space
vector diagram in any region (1-4) of any sector (1-6) as shown in Figure 2.
To estimate the region in sector 1, space vector diagram for m1 and m2 is shown in Figure 3, and
corresponding switching logic is given in Table 4.
(a) (b)
Figure 3. Space vector diagram for m1 and m2 in sector 1
Table 3. Sector calculation based on the location of Vref
Range of 𝛼
(degree)
0 ≤ 𝜃 < 60 60 ≤ 𝜃 < 120 120 ≤ 𝜃 < 180 180 ≤ 𝜃 < 240 240 ≤ 𝜃 < 300 300 ≤ 𝜃 < 360
Location of Vref Sector I Sector II Sector III Sector IV Sector V Sector VI
𝑚1 = 𝑑 − 𝑐 = 𝑚𝑐𝑜𝑠𝜃 − (
2
√3
𝑚𝑠𝑖𝑛𝜃) cos (
𝜋
3
)
= 𝑚 (𝑐𝑜𝑠𝜃 −
𝑠𝑖𝑛𝜃
√3
) = 𝑚
2
√3
𝑠𝑖𝑛 (
𝜋
3
− 𝜃) (9)
𝑚2 = 𝑎 =
𝑏
sin (𝜋/3)
=
2
√3
𝑚𝑠𝑖𝑛𝜃 (10)
𝑚 =
𝑉 𝑟𝑒𝑓
2𝑉 𝑑𝑐/3
(11)
Table 4. Logic used to find the region in which Vref is located
X1 and X2 Position of Vref
X1, X2 and (X1 + X2) < 0.5 Region 1
X2 > 0.5 Region 2
X1 > 0.5 Region 3
X1 and X2 < 0.5 and (X1 + X2) > 0.5 Region 4
Step 4: Calculation of switching time. Determine the switching time of each switch across all the regions.
The SVPWM technique for three-level inverters is called "voltage-time equalization”
principle [10]. For example, considering that the reference vector Vref is locating in sector I and in region 2,
for this region, the nearest three voltage space vectors are V1, V7 and V2 are shown in Figure 4.
Once the nearest three vectors have been identified, by using the volt-second balance method, the on-time
calculations of the corresponding vectors can be developed as the following expressions. When the voltage in
the second sector is equal to the time synchronization equation; can be written as in (12).
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𝑣 𝑟𝑒𝑓 𝑇𝑠 = 𝑣1 𝑡 𝑎 + 𝑣7 𝑡 𝑏 + 𝑣2 𝑡 𝑐 (12)
𝑇𝑠 = 𝑡 𝑎 + 𝑡 𝑏 + 𝑡 𝑐
where Ts is the sampling time, ta, tb and tc are switching on-times for the V1, V 7 and V 2 vectors respectively.
𝑉1 =
𝑉 𝑑𝑐
3
𝑒 𝑗0
𝑉2 =
𝑉 𝑑𝑐
3
𝑒 𝑗𝜋/3
=
𝑉 𝑟𝑒𝑓
2
3
𝑉 𝑑𝑐
𝑒 𝑗𝜃
𝑇𝑠 =
1
2
𝑡 𝑎 +
√3
2
𝑒 𝑗
√3
6 𝑡 𝑏 +
1
2
𝑒 𝑗
√3
3 𝑡 𝑐
𝑉7 =
𝑉 𝑑𝑐
√3
𝑒 𝑗𝜋/6
By solving the 3 equations above, the on-time of the concerned vectors can be computed by [14]:
𝑡 𝑎 = 𝑇𝑠 − 2𝑘𝑠𝑖𝑛𝜃
𝑡 𝑏 = 2𝑘𝑠𝑖𝑛(
𝜋
3
+ 𝜃) − 𝑇𝑠
𝑡 𝑐 = 𝑇𝑠 − 2𝑘𝑠𝑖𝑛 (
𝜋
3
− 𝜃)
𝑘 =
2
√3
𝑚𝑇𝑠
where, Ts is the system sampling control cycle, and Vref, θ is the amplitude and angle of the reference
voltage vector.
Figure 4. Synthesized reference vector in the first sector
The on-times for other regions in the first sector equilibrium time equations can be computed by using
similar procedure as expressed in Table 5. These equations can be made valid for other space vector
diagram within the sectors [18].
Table 5. Equations of switching times for sector-1
region
On time
ta tb tc
1 2𝑘𝑠𝑖𝑛(
𝜋
3
− 𝜃) 𝑇𝑠 − 2𝑘𝑠𝑖𝑛(
𝜋
3
+ 𝜃) 2𝑘𝑠𝑖𝑛𝜃
2 𝑇𝑠 − 2𝑘𝑠𝑖𝑛𝜃 2𝑘𝑠𝑖𝑛 (
𝜋
3
+ 𝜃) − 𝑇𝑠 𝑇𝑠 − 2𝑘𝑠𝑖𝑛(
𝜋
3
− 𝜃)
3 2𝑘𝑠𝑖𝑛𝜃 − 𝑇𝑠 2𝑘𝑠𝑖𝑛(
𝜋
3
− 𝜃) 2𝑇𝑠 − 2𝑘𝑠𝑖𝑛(
𝜋
3
+ 𝜃)
4 2𝑇𝑠 − 2𝑘𝑠𝑖𝑛(
𝜋
3
+ 𝜃) 2𝑘𝑠𝑖𝑛𝜃 2𝑘𝑠𝑖𝑛 (
𝜋
3
− 𝜃) − 𝑇𝑠
Step 5: Inverter's gating signals generation
The next step in implementation of SVPWM is the selection of the redundant states optimal
switching sequence of which is useful in balancing of DC link voltages, fault tolerance and switching
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frequency reduction etc. Table 6 shows all possible switching sequence for all sector 1 regions. In the second
region of the first sector of the reference vector, the order of switching and phase three-phase spiral of
the three-level inverter are shown in Figure 5. After the switching times have elapsed, Vref in which
application of voltage space vectors according to sector and region PWM signals should be generated.
Table 6. Possible switching sequence for sector I
Region Switching sequence
Region 1 PPO-POO-OOO-OON-ONN and symmetry
Region 2 PPO-POO-PON-OON-ONN and symmetry
Region 3 POO-PON-PNN-ONN and symmetry
Region 4 PPO-PPN-PON-OON and symmetry
Figure 5. Switching signals for sector-1 second region
5. SIMULATION RESULTS
MATLAB/Simulink software is used to simulate the NPC SVPWM three phase three level inverter
scheme shown in Figure 6. In particular, we employed S-functions to enable linear programs to be
implemented in Simulink models. In the simulink model, the simulation is performed under the parameters
shown in Table 7. Two PWM techniques for controlling the inverter three-phase three-level NPC structure
have been simulated in this paper as a comparative study.
Figure 6. The simulink model of the proposed three-phase three- level diode clamped inverter
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Table 7. Three-phase boost inverter parameters (MATLAB/model)
Input DC voltage 400V
AC load per phase
Resistance 10Ω
Inductance 1 m H
Switching frequency 5x106
Hz
Carrier Signal Frequency (2-10)K Hz
Fundamental Frequency 50 Hz
5.1. Simulations results using SPWM technique
From the simulation model in Figure 6, the output voltages and phase current from the proposed
inverter are shown in Figure 7. Figure 7 (a) shows the simulated waveforms of the three-phase source
voltages inverter output line to line voltage, phase to neutral voltage, and phase current waveforms for RL
load. The corresponding harmonic spectrum is shown in Figure 7 (b).
(a) (b)
Figure 7. (a) Output line-to-line voltage, line-neutral voltage and phase current for three phase three level
inverter by SPWM algorithm. (b) Line-to-line voltage, line-neutral voltage and phase current FFT
Table 8. %THD output voltages and phase current of Figure 7
LL Voltage NL Voltage Phase current
Fundamental (50Hz) Value 329.3V 190.6 V 19.4A
THD 35.60% 35.60% 12.93
5.2. Simulations results using SVPWM technique
The SVPWM simulink system model is the same as that of the SPWM system except for
the modulating waveform voltages, which are generated by proposed algorithm explained in section 3.2. of
the proposed inverter. Figure 8 (a) shows the voltage and current waveforms obtained by controlling the three
level SVPWM inverter, the harmonic spectrum of the source current after compensation is shown in
Figure 8 (b).
From the simulation result, it can observed that the SPWM technique has total harmonic distortion
of line voltage (THD) is 35.60% and the amplitude of the first harmony as 329.3. In addition, the THD of
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the phase current is 12.93%, the amplitude of the first harmonic 19.4 A. Where the output line voltage of
the inverter switched by SVPWM, the THD is 28.25% and the amplitude of the first harmonic is 567.7 V;
the THD of the phase current is 3.66%, and the amplitude of the first harmonic is 178 A.
(a) (b)
Figure 8. (a) Output line-to-line voltage, line-neutral voltage and phase current for three phase three level
inverter by SPWM algorithm. (b) line-to-line voltage, line-neutral voltage and phase current FFT
Table 9. %THD output voltages and phase current of Figure 8
LL Voltage NL Voltage Phase current
Fundamental (50Hz) Value 382.5 V 221.8 V 22.19 A
THD 28.77% 28.80% 11.8
5.3. Comparison of SPWM & SVPWM Inverters
The performance of Space Vector Pulse Width Modulation is compared against Pulse Width
Modulation method for three-level inverter. The comparison is done on the basis of simulation results and it
is with respect to harmonic content with wide range of carrier frequency and modulation index.
The performance of SPWM and SVPWM three-level inverters for simulated results with respect to
percentage total harmonic distortion of line to line voltage over a wide range of currier frequency is shown in
Figure 9. It is observed the percentage total harmonic distortion of line to line voltage improves for SVPWM
inverter as compared to SPWM inverter. The two PWM techniques with three-level inverter are simulated
for different modulation indices at a constant switching frequency of 3000Hz. Figure 10 results show
the performance curve for modulation index vs Total Harmonic Distortion. According to Figure 10, its note
that the increasing of the modulation index for three-level SVPWM can achieve less harmonic distortion
compared to SPWM.
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(a) (b)
Figure 9. (a) Percent THD of VLL Vs Ftri for SVPWM and SPWM inverter,
(b) Percent THD of phase Current Vs Ftri for SVPWM and SPWM inverter
(a) (b)
Figure 10. (a) Percent THD of VLL Vs modulation index for SVPWM and SPWM Inverter,
(b) Percent THD of phase Current Vs modulation index for SVPWM and SPWM Inverter
6. CONCLUSION
In this paper, a space vector based SVPWM scheme is compared with sine-triangle SPWM scheme
for a NPC three-level inverter. The modeling and simulation of the three phase three level diode-clamped
inverter is done using the MATLAB/Simulink program. From the results it is observed that the space vector
pulse width modulation technique is better performance than classical conventional method (SPWM).
The space vector pulse width modulation technique produces fewer harmonics as compared to
the conventional PWM method. The sinusoidal pulse width modulation (SPWM) gives a value of 0.612 *Vdc
however the space vector method shows that the maximum output obtained is 0.707 Vdc which is 15%
higher than SPWM. The total harmonic distortion (THD) of the output waveform is reduced by 47% than
the sinusoidal PWM. From the results it is clear that, SVPWM gave less current ripple, and less THD than
the SPWM modulation scheme. Space vector pulse width modulation (SVPWM) technique showed better
performance with reduced THD between 0.55 and 0.75 of modulation index.
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REFERENCES
[1] J. Rodríguez, et al., “Multilevel inverters: a survey of topologies, controls and applications,” IEEE Trans. Ind.
Electron., vol. 49, no. 4, pp. 724-738, Aug 2002.
[2] M. Chen and D. Sun, “A Unified Space Vector Pulse Width Modulation for Dual Two-level Inverter System,”
IEEE Transactions on Power Electronics, vol. 32, no. 2, pp. 889-893, Feb 2017.
[3] T. E. Sults, et al., “Novel Space Vector Pulsewidth Modulation Strategies for Single-Phase Three-Level NPC
Impedance-Source Inverters,” IEEE Transactions on Power Electronics, vol. 34, no. 5, May 2019.
[4] C. Hu, et al., “An Improved Virtual Space Vector Modulation Scheme for Three-Level Active Neutral-Point-
Clamped Inverter,” IEEE Transactions on Power Electronics, vol. 32, no. 10, pp. 7419-7434, Oct 2017.
[5] L. Demas, et al., “Comparative study of multilevel topologies: NPC, multicell inverter and SMC with IGBT,” in
Proc. IEEE Industrial Electronics Soc. Conf., 2002.
[6] A. Nabae, et al., “A new neutral-point clamped PWM inverter,” IEEE Trans. Ind. Applicat., vol. IA-17, no. 5,
pp. 518-523, Sept/Oct 1981.
[7] K. Zhou and D. Wang, “Relationship between space-vector modulation and three-phase carrier-based PWM: A
comprehensive analysis,” IEEE Trans. Ind. Electron., vol. 49, pp. 186-196, Feb 2002.
[8] J. H. Seo, et al., “A new simplified space-vector PWM method for three-level inverters,” IEEE Trans. Power
Electron., vol. 16, pp. 545-550, Jul 2001.
[9] B. Belkacem, et al., “A Comparative Study Between the Nearest Three Vectors and Two-Level Hexagons Based
Space Vector Modulation Algorithms for Three-Level NPC Inverters,” Journal of Power Technologies, vol. 97,
no. 3, pp. 190-200, 2017.
[10] P. Chamarhi, et al., “Simplified Implementation Scheme for Space Vector Pulse Width Modulation of n-Level
Inverter with Online Computation of Optimal Switching Pulse Durations,” IEEE Transactions on Industrial
Electronics, vol. 63, no. 11, pp. 6695-6704, Nov 2016.
[11] F. Sebally, et al., “Design and Implementation of Space Vector Modulation-Based Sliding Mode Control for
Grid-Connected 3L-NPC Inverter,” IEEE Transactions on Industrial Electronics, vol. 63, no. 12, pp. 7854-7863,
Dec 2016.
[12] S. Bhattacharya, et al., “Space-Vector-Based Generalized Discontinuous Pulsewidth Modulation for Three-Level
Inverters Operating at Lower Modulation Indices,” IEEE Journal of Emerging and Selected Topics in Power
Electronics, vol. 5, no. 2, pp. 912-924, Jun 2017.
[13] I. O. Charles, “A Cascaded Multi-level Inverter Topology with Improved Modulation Scheme,” Electric Power
Components and Systems, vol. 42, no. 7, pp. 768-777, 2014.
[14] S. Sezen and E. Ozdemir, “Modeling, simulation and control of three-phase three level multilevel inverter for grid
connected photovoltaic system,” vol. 15, no. (3-4), pp. 335-341, Mar/Apr 2013.
[15] R. Attia, et al., “Space Vector Pulse Width Modulation for Three Phase Cascaded H-Bridge Inverter,” IEEE: 2018
International Conference on Applied Smart Systems (ICASS), Nov 2018.
[16] H. Vahedi, et al., “Balancing three-level neutral point clamped inverter DC bus using closed-loop space vector
modulation: real-time implementation and investigation,” vol. 9, no. 10, pp. 2076-2084, Aug 2016.
[17] M. D. Manjrekar, et al., “Hybrid multilevel power conversion system: a competitive solution for high-power
applications,” Conference Record of the 1999 IEEE Industry Applications Conference, 1999.
[18] M. Rajesh and B. Singh, “Three-level NPC rectifier-based midpoint converter-fed SRM drive,” Int. J. Power
Electronics, vol. 6, no. 1, pp.1-17, 2014.
[19] V. Oleschuk, et al., “Six-phase vehicular drive with renewable dc sources and hybrid PWM control of four
inverters,” 2015 International Conference on Renewable Energy Research and Applications (ICRERA), 2015.
[20] C. Bharatiraja, et al., “A common-mode leakage current mitigation for PV-grid connected three-phase three-level
transformerless T-type-NPC-MLI,” 2016 IEEE International Conference on Renewable Energy Research and
Applications (ICRERA), Birmingham, 2016.
[21] H. Chen and H. Zhao, “Review on pulse-width modulation strategies for common-mode voltage reduction in three-
phase voltage-source inverters,” vol. 9, no. 14, pp. 2611-2620, Nov 2016.
[22] A. A. Yacine, et al., “Implementation of Modified SVPWM for Three-level Inverter Using STM32F4,” IEEE 2018
International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM), Algiers, Algeria, 2018.
[23] F. Z. Lahouar, et al., “DSP based real-time implementation of a space vector modulation scheme for three-phase
three-level NPC converter,” International Renewable Energy Congress (IREC 2015), Mar 2015.
[24] G. C. Chen, “PWM Inverse Technology and Applica-tion,” Beijing, Electric Power Publication, 2007.
[25] I. Ahmed, et al., “Simplified Space Vector Modulation Techniques for Multilevel Inverters,” IEEE Transactions on
Power Electronics, vol. 31, no. 12, pp. 8483-8499, Dec 2016.
[26] Duc-Tri Do, et. al., “Space Vector Modulation Strategy for Three-Level Quasi-Switched Boost T-Type Inverter,”
2018 IEEE 4th
Southern Power Electronics Conference (SPEC), 2018.