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International Journal of Power Electronics and Drive System (IJPEDS)
Vol. 8, No. 2, June 2017, pp. 755~766
ISSN: 2088-8694, DOI: 10.11591/ijpeds.v8i2.pp755-766  755
Journal homepage: http://iaesjournal.com/online/index.php/IJPEDS
Comparative Study of Five-Level and Seven-Level Inverter
Controlled by Space Vector Pulse Width Modulation
Abdelmalik Bendaikha1
, Salah Saad2
1
Department of Electrical Engineering, Faculty of Technology, University Mouhamed Boudiaf, M’sila, Algeria.
2
Laboratoire Systemes Electromécaniques (LSELM), University Badji-Mokhtar, Annaba, Algeria
Article Info ABSTRACT
Article history:
Received Feb 3, 2017
Revised Apr 3, 2017
Accepted Apr 17, 2017
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.
Keyword:
Harmonic distortion
Inverters topologies
SVPWM
Symmetrical sequence
Time response Copyright © 2017 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Abdelmalik Bendaikha,
Department of Electrical Engineering, Faculty of Technology,
University Mouhamed Boudiaf, M’sila, Algeria.
Email: malikbendaikha74@gmail.com
1. INTRODUCTION
Power Electronic Converters, especially DC/AC PWM inverters have been extending their range of
use in industry because they provide reduced energy consumption, better system efficiency, improved quality
of product, good maintenance, and so on. The voltage or current rating of the multilevel converter becomes a
multiple of the individual switches, and so the power rating of the converter can exceed the limit imposed by
the individual switching devices [1]. Variable speed drives applications require high performance, maximum
reliability and minimum cost.
The use of static converters in variable speed drives is mainly due to the development of power
semiconductors such as MOSFETs, IGBTs, GTOs. The association of inverters and AC machines rapidly
became a standard in the industry of variable speed drive systems [2]-[4]. Furthermore, the development of
pulse width modulation techniques as strategies to control voltage source inverters [5]-[6] has contributed to
obtain an optimal operation of AC machines. The output voltage can be constant or variable with a constant
or variable frequency. Thus, a variable output voltage is obtained by varying the input voltage and
maintaining constant the inverter gain.
The desired voltage at the inverter output should be sinusoidal, however the shape of the wave in
practice is non-sinusoidal, and rich in harmonics. Nevertheless, these harmonics can be minimized or reduced
using multilevel inverters topologies with different pulse width modulation PWM techniques such as Space
Vector PWM technique [2], [4], [5], [7].
In SVPWM, the three-phase stationary reference frame voltages for each inverter switching state are
mapped to the complex two-phase orthogonal α-β plane.The DC voltage source of the inverter (AC/DC) can
be a battery, a solar cell or any other type of DC voltage source. The output voltage of an inverter fed by a
DC voltage source is an alternating voltage of rectangular shape. Filtering the voltage with rectangular
 ISSN: 2088-8694
IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766
756
waveform enables its approximation to a sine wave. Therefore, the voltage to be filtered is at the industrial
frequency, the filter will be expensive, and the results will be poor, hence the need to a technique for cutting
an alternation in several pulses is required. However, the pulse width modulation (PWM) technique is
introduced to overcome this issue.
This technique has several disadvantages such as high harmonic distortion, a phase voltage output
limited to 87% of the DC voltage of the inverter, motor response time is long, the use of three reference
voltages and difficultto be implemented on a DSP or microcontroller. There are three types of Multi Level
Inverter, They are, Diode Clamped Multi Level Inverter, Capacitor Clamped Multi Level Inverter, Cascaded
H-Bridge Multi Level Inverter [8].
In this work SVPWM algorithms are developed in order to compare the performances of diode
clamped multilevel inverters (five and seven levels) in harmonics reduction, motor time response and torque
fluctuations. The algorithms developed for these two topologies are tested on induction motor for validation.
The obtained results have showed that harmonics are reduced to a lower value when seven levels inverter is
used but the inverter commutation losses are less when five level inverters are used.
2. SVPWM THEORETICAL DEVELOPMENTS
The conventional two-level inverter is used for theoretical developments which can be extended for
other multilevel inverters. It is assumed that the control of each arms of the inverter is complementary, thus
as to replace static switches with two positions [5]-[6] Figure 1.
Figure 1. Conventional three phase inverter
Based on the concept of rotating vector, it can be considered that the inverter output is a voltage vector.













 e j
V
e j
V
V
V cn
bn
an
refn 3
4
.
3
2
.
3
2
0
0
0
0


(1)
The inverter switches are supposed to be ideal and can be represented as follows: Sj (j=a, b, c) such as, Sj=1 if
phase a, is connected to the positive rail of the dc source, Sj=0 if phase a is connected to the negative rail of
the DC source. The same principle is applied to the other two phases such as:
Vino= Sj .U-U/2 (2)
The following Equation is obtained:











 e
S
e
S
S
3
2
V 3
4
.
j
c
3
2
.
j
b
a
ref


(3)
The different combinations of Sa, Sb, Sc enable to generate eight possible vector positions Vref with two
positions corresponding to zero vector as shown in Figure 2.
IJPEDS ISSN: 2088-8694 
Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha)
757
Figure 2. Inverter voltage vectors in (-) frame
The expressions of instantaneous phase and line to line inverter output voltages according to the upper
switches can be established as follows:






































c
b
a
cn
bn
an
2
1
1
1
2
1
1
1
2
3
V
V
V
S
S
S
U
(4)
In order to simplify the computations and represent these voltages in a simplified form, the transformation of
coordinates from the three phase stationary frame to - frame is applied respecting the power transfer
transformation (Concordia transformation):

































V
V
V
2
3
2
3
0
2
1
2
1
1
3
2
V
V
cn
bn
an
s
s


(5)
There are different control strategies enabling the determination of the three logic functions
Sj= (j=a, b, c). In this work SVPWM is used to develop the control strategy of the inverter.
2.1. Space Vector PWM Realization
SVPWM is largely used in modern control of induction motors to obtain sinusoidal waveforms at
the inverter outputs [1], [4]-[7], [9]. Its basic principle is to reconstruct the voltage vector Vref from the eight
voltage vectors. Each vector corresponds to a switching state of a three phase voltage inverter switches. A
reference voltage vector Vref is evaluated approximately over a modulation period Tm. This vector is
estimated in a sector by the application of adjacent voltage vectors and zero vectors V8 and V7.
The computation of the reference voltage vector Vref is obtained by analyzing all the switching
states. The eight voltage vectors and the reference vector is represented in a αβ-plane. The switches being ON
or OFF are determined by the location of the reference vector on this αβ-plane [10] Figure 3.
Figure 3. Representation of rotating vector in - frame
 ISSN: 2088-8694
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The SVPWM can be applied according to the following steps [5]-[6]:
a. Determination of V, V,Vref, and the rotating angle (θ).
b. Application time of adjacent vectors x, y, and z.
c. Determination of the switching time of each switch (Sa,Sb, Sc ,Sa’, Sb’ and Sc’).
From Figure 4,V, V, Vref, and the rotating angle (θ) can be determined as follows:
Figure 4. Voltage vector and its components in (-) frame
V .cos60 cos60
1 1
cos60
2 2
  
  
an bn cn
an bn cn
V V V
V V V

V 0. .cos30 .cos30
3 3
0.
2 2
  
  
an bn cn
an bn cn
V V V
V V V

Conserving the power transfer (Concordia transformation). The voltage vectors on the (-) axis can then be
described as [10]:

































V
V
V
2
3
2
3
0
2
1
2
1
1
3
2
V
V
cn
bn
an
s
s

 (6)
2 2
ref
V V V
 
 
(7)
1
tan 2

 
  
 
 
 
V
g t ft
V


  
(8)
Where:
f: is the fundamental frequency
The reference vector Vref is estimated over a modulation period Tm, by generating an average vector
determined by the application of inverter adjacent non-zero and zero vectors. Figure 4, illustrates the case
where the reference vector is in sector 1. The application time of adjacent vectors are given as follows:
Tm=x+y+z (9)
0
2
1 V
V
V
V
m
m
m
ref
T
z
T
y
T
x


 (10)
IJPEDS ISSN: 2088-8694 
Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha)
759
The determination of ‘x’ and ‘y’ is obtained by the projection of the reference vector on - frame Figure 5.
Figure 5. Projection of reference vector on  and  axis in sector1
dt
dt
dt
m
m T
y
x
ref
y
x
x
ref
x
ref
T
ref 


 



 V
V
V
V
0
0
Tm.Vref = (x.V1 + y.V2) + z. (V7 ou V8)



























)
3
sin(
)
3
cos(
3
2
.
0
1
3
2
.
)
sin(
)
cos(
.
V




U
y
U
x
T ref
m
(11)
Where, (0  60°)
)
3
sin(
)
3
sin(
.
3
2
V






U
T
x
ref
m
(12)
)
3
sin(
)
sin(
.
3
2
V


U
T
y
ref
m 
 (13)
In order to apply the SVPWM technique to a five and seven level voltage source inverter a control algorithm
is developed using symmetrical sequence.
3. FIVE-LEVEL INVERTER
Diode clamped five-level inverter has three symmetrical arms each consisting of eight bidirectional
switches in series. These switches must not be ON or OFF simultaneously in order to avoid the short circuit
of the inverter dc source. Each switch consists of a bi-commendable semiconductor and a diode connected in
anti-parallel. The number of diodes is six by arm ensure the application of different voltage levels at the
output of each arm. Each arm is connected to a dc supply of electromotive force (4Uc), these four generators
are equal. This inverter is five-level because it delivers five voltage levels per arm (U/2, U/4, 0, -U/4, -U/2).
 ISSN: 2088-8694
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760
Figure 6. Five-level inverter topology
3.1. Switching Functions
For each switch ( 1 8, 1 3)
ij
S i j
    , a switching function ij
F is defined as follows:
{ (18)
The switches of the lower-half arm are complementary with the switches of upper half-arm
( 4)
1 , 5 8 ; 1 4

     
ij i j i j
F F (19)
Table 1. Switching State of One Inverter Arm
(a) (b)
Figure 7. (a) Space vector diagram of five-level inverter (b) Sectors and regions of space vector
diagram
State S1x S2x S3x S4x S5x S6x S7x S8x V0x
4 1 1 1 1 0 0 0 0 U /2
3 0 1 1 1 1 0 0 0 U /4
2 0 0 1 1 1 1 0 0 0
1 0 0 0 1 1 1 1 0 -U /4
0 0 0 0 0 1 1 1 1 -U /2
IJPEDS ISSN: 2088-8694 
Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha)
761
4. SEVEN-LEVEL INVERTER
The seven-level inverter has three symmetrical arms each consisting of (12) bidirectional switches
in series. These switches must not be ON or OFF simultaneously to prevent the short circuit of the dc inverter
input, or the opening of load inductive circuit. Each switch consists of a bi-commendable semiconductor and
a diode connected in anti-parallel. The number of diodes is 10 by arm ensure the application of different
voltage levels at the output of each arm. Each arm is connected to a dc supply of electromotive force (6Uc),
these six generators are equal. This inverter is seven-level because it provides seven voltage levels per arm
(U/2, U/4, U/6, 0, -U/6, -U/4, -U/2).
Figure 8. Structure of seven-level floating diodes inverter
4.1. Switching Functions
{ (20)
( 6)
1 7 12 1 3

     
ij i j
F F i j
(21)
Table 2. Switching State of the Inverter Arm
St S1x S2x S3x S4x S5x S6x S7x S8x S9x S10x S11x S12x V0x
6 1 1 1 1 1 1 0 0 0 0 0 0 U /2
5 1 1 1 1 1 0 1 0 0 0 0 0 U /4
4 1 1 1 1 0 0 1 1 0 0 0 0 U /6
3 1 1 1 0 0 0 1 1 1 0 0 0 0
2 1 1 0 0 0 0 1 1 1 1 0 0 -U /6
1 1 0 0 0 0 0 1 1 1 1 1 0 -U /4
0 0 0 0 0 0 0 1 1 1 1 1 1 -U /2
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5. COMPUTER SIMULATION
The simulation is conducted with five level and seven level inverter controlled by SPWM technique
using parameters presented in Table 3. The results of simulation of SVPWM voltage source inverter for both
topologies feeding an induction motor with amplitude modulation index r=0.866 and frequency modulation
m=96 are presented and compared. Motor technical parameters are presented in the Table 3 presented below.
Table 3. Motors Parameters
Parameters Values
Motor power
Nominal frequency
pole pair Number
Supply voltage
Nominal current
Nominal rotational speed
Stator resistance
Rotor resistance
Stator inductance
Rotor inductance
Mutual inductance
moment of inertia
Friction coefficient
Pn= 1.5 Kw
F = 50Hz
P=2
un=220v/380v
In = 6.2/3.7A
nn = 1420tr/min
Rs = 4.85 Ω
Rr = 3.805 Ω
Ls = 0.2740 H
Lr = 0.2740 H
Msr = 0.2580 H
J = 0.031Kgm2
ft =0Kg m2/s
Several operation characteristics were studied, such as reference vector angle and reference vector
displacement between sectors and regions. Furthermore some internal variables, such as stator current, phase
to neutral voltage, line to line voltage and their frequency spectrum are measured. To show the robustness of
this control strategy the torque and the speed were viewed using Matlab simulink Blocks. For simulation tests
the initial torque value was set to 0 Nm and after 0.6 s, this torque was increased to 15 N.m. The obtained
results when five level inverter is used are given below Figure 9(a) to 9(k).
5.1. Results of Five-Level Inverter Fed Induction Motor
(a) Reference vector angle (b) Reference vector displacement between sectors
(c) Reference vector displacement between regions
according to time
(d) Inverter output phase to neutral voltage Va
e) Phase to phase voltage Vab (f) Steady states stator current Ia
Figure 9. The results of five level inverter, for r=0.886, m=96
IJPEDS ISSN: 2088-8694 
Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha)
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(g) Stator current frequency spectrum
THDIa=1.09%
(h) Voltage frequency spectrum THDVa=14.76%
(i) Induction motor torque at transient and steady
state
(j) Induction motor speed at transient and steady state
(k) Trajectories of the reference vector and the output vector of five-level inverter
Figure 9. The results of five level inverter, for r=0.886, m=96
5.2. Results of Seven-Level Inverter Fed Induction Motor
The obtained results when seven level inverter is used are given below Figure 10(a) to 10(k).
(a) Reference vector angle (b) Reference vector displacement between sectors
Figure 10. The results of seven level inverter, for r=0.886, m=96
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(c) Reference vector displacement between regions
according to time
(d) Inverter output phase to neutral voltage Va
e) Phase to phase voltage Vab (f) Steady states stator current Ia
(g )Stator current frequency spectrum THDIa=0.25% (h) Voltage frequency spectrum THDVa=9.37%
(i) Induction motor speed at transient and steady
state
(j) Induction motor torque at transient and steady
state
(k) Trajectories of the reference voltage and the output voltage of seven-level inverter
Figure 10. The results of seven level inverter, for r=0.886, m=96
IJPEDS ISSN: 2088-8694 
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6. RESULTS AND ANALYSIS
The results of the developed algorithm of a five level inverter controlling induction motor are
illustrated in Figure 9(a) to Figure 9(k). The Figure 9(a, b and c) illustrate reference vector angle, reference
vector displacement between sectors and reference vector displacement between regions according to time
respectively.
The phase to neutral voltage (Figure 9(d)), the stator phase current (Figure 9((f)) waveforms and
their frequency spectrum illustrated on Figure 9(g) and Figure 9(h) have THD values equal to (14.76%) and
(1.09%) respectively for an amplitude modulation index r=0.866 and a frequency modulation m=96.
Figure 9.e illustrates phase to phase voltage Vab. Figure 9(k) illustrate Trajectories of the reference vector
and the output vector. The speed curve shown in Figure 9(i) has three sections; transient state section from 0
to 0.29 s, no load operation section from 0.29-0.4 s and a section for load (15 N.m) operation applied at 0.4 s
and the time response is less than 0.15s.
The torque curve presented in Figure 10.j) has three sections; transient state section from 0 to 0.29 s,
no load (0.00 N.m) operation section from 0.29-0.4 s and a section for load (15 N.m) operation applied at 0.4
s and the time response is less than 0.15s. Phase to neutral voltage (Figure 9(d)) has seventeen voltage levels
and phase to phase voltage has nine voltage levels, thus its shape is closer to the sinusoidal shape. Figure 9(k)
illustrates trajectories of the reference vector and the output vector showing that the output vector is tracking
the reference vector.
The results when the developed algorithm of a seven level inverter controlling induction motor is
applied are presented in Figure 10(a) to Figure 10(k). The Figure 10(a, b, and c) illustrate reference vector
angle, reference vector displacement between sectors and reference vector displacement between regions
according to time, respectively. Figure 10.e illustrates phase to phase voltage Vab. The phase to neutral
voltage (Figure 10.d), the stator phase current (Figure 10(f)) waveforms and their frequency spectrum
illustrated on Figure 10(h) and Figure 10(g) have THD values equal to (9.37%) and (0.25%) respectively for
an amplitude modulation index r=0.866 and a frequency modulation m=96.
The speed curve shown in Figure 10.i has three sections; transient state section from 0 to 0.25 s, no
load operation section from 0.25-0.4 s and a section for load (15 N.m) operation applied at 0.4 s and the time
response is less than 0.12s. The torque curve presented in Figure 10(j) has three sections; transient state
section from 0 to 0.25 s, no load (0.00 N.m) operation section from 0.25-0.4 s and a section for load (15 N.m)
operation applied at 0.4 s and the time response is less than 0.12s.
Phase to neutral voltage has twenty five voltage levels (Figure 10.d) and phase to phase voltage has
thirteen voltage levels. It can be observed that speed and torque time responses are better when the motor is
fed by seven-level inverter. Therefore, a better speed regulation is obtained. The inverter output current
waveform of seven-level inverter is almost sinusoidal contains less harmonics and less torque fluctuations
thus, a better motor dynamic response is obtained. Figure 10(k) illustrate Trajectories of the reference vector
and the output vector showing that the output vector is tracking the reference vector.
In order to evatuate the SVPWM strategy applied to five and seven level inverter topologies, the
speed and torque curves as well as current and voltage frequency spectrums are compared. The phase to
neutral voltage, the stator phase current waveforms and thefrequency spectrum of five level inverter have
THD values equal to (14.76%) and (1.09%) respectively. The phase to neutral voltage, the stator phase
current waveforms and frequency spectrum of seven level inverter have THD values equal to (9.37%) and
(0.25%) respectively. The results have showed that when seven level inverter is used the harmonic currents
and voltage distortions are reduced and torque fluctuations are less. But the developed algorithm gives
reduced commutation losses when five-level inverter is used because the switching devices number is
reduced. Comparing these results to the results of the literature it can be noticed that THD values of both
current and voltage are well below the obtained values of [1], [11] and IEEE recommendations.
7. CONCLUSION
The present paper has presented a comparative study of multilevel inverter topologies controlled by
space vector PWM feeding an induction motor. The results have showed that seven level inverter gives
reduced harmonics current and voltage distortion and less torque fluctuations. But the commutation losses are
minimized when five-level inverter because the switching devices number is reduced.
The results have showed that the seven-level inverter is the best topology compared to five-level
topology; but it has some disadvantages such as large number of semiconductors devices which involves high
losses compared to other types. This work has allowed understanding the basic principles to design and
simulation of any complex power engineering system. It has served to enhance knowledge of programming,
modeling and power control techniques of induction motors.
 ISSN: 2088-8694
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REFERENCES
[1] Chetanya Gupta, Devbrat Kuanr, Abhishek Varshney, Tahir Khurshaid, Kapil Dev Singh" Harmonic Analysis of
Seven and Nine Level Cascade Multilevel Inverter using Multi-Carrier PWM Technique", IJPEDS, Vol. 5, No. 1,
July 2014, pp. 76~82.
[2] Ayşe Kocalmış, Sedat Sünter, "Simulation of a Space Vector PWM Controller For a Three-Level Voltage-Fed
Inverter Motor Drive", 2006 IEEE, pp 1915-1920.
[3] Samir Kouro, Rafael Bernal, Hernan Miranda, Jose Rodrıguez and Jorge Pontt, "Direct Torque Control With
Reduced Switching Losses for Asymmetric Multilevel Inverter Fed Induction Motor Drives", 2006 IEEE, pp 2441-
2446.
[4] Fouad Berrabaha, Saad Salah, Ali Chebabhi, "SVM technique based on DTC sensorless control optimized by ANN
applied to a double stator asynchronous machine fed by three-level six-phase inverter", The Mediterranean Journal
of Measurement and Control, Vol. 12, No. 2, 2016.
[5] Keliang Zhou and Danwei Wang, "Relationship Between Space-Vector Modulation and Three-Phase Carrier-Based
PWM", IEEE transactions on industrial electronics, vol. 49, no. , February 2002.
[6] K.S. Gayathri Devi, S. Arun, C. Sreeja, "Comparative study on different five level inverter topologies", Electrical
Power and Energy Systems 63 (2014) 363–372.
[7] Mohammad Shadab Mirza, Tufail Mohammad, Qamar Alam, Mohammad Ariffuddin Mallick, "Simulation and
Analysis of a Grid Connected Multi-level Converter Topologies and their Comparison", Journal of Electrical
Systems and Information Technology 1 (2014) 166–174.
[8] S. Umashankar, T. S. Sreedevi, V. G. Nithya, and D. Vijayakumar, "A New 7-Level Symmetric Multilevel Inverter
with Minimum Number of Switches", Volume 2013, Article ID 476876, 9 pages.
[9] M. Valan Rajkumar, P.S. Manoharan, A. Ravi, "Simulation and an experimental investigation of SVPWM technique
on a multilevel voltage source inverter for photovoltaic systems", Electrical Power and Energy Systems
ScienceDirect, Volume 52, November 2013, Pages 116–131.
[10] Gomathi C, Navya Nagath, Veerakumar S,"Sampled Reference Frame Algorithm Based on Space Vector Pulse
Width Modulation for Five Level Cascaded H-Bridge Inverter", Bulletin of Electrical Engineering and Informatics
Vol. 3, No. 2, June 2014, pp. 127~140.
[11] Zulkifilie Bin Ibrahim et al, “Comparative Analysis of PWM Techniques for Three Level Diode Clamped Voltage
Source Inverter ", International Journal of Power Electronics and Drive System (IJPEDS) Vol. 5, No. 1, July 2014,
pp. 15~23.
BIOGRAPHIES OF AUTHORS
Abdelmalik Bendaikha was born in Batna, Algeria, in 1974. He received the Engineer, master’s
degrees in electromechanicalapplied to mining fields from Badji-Mokhtar Annaba, Algeria, in
1997, 2007, respectively. Since 2007, he is a Senior Lecturer with the University of M’sila
Algeria. His research interests are mainly in the area of Measurement, Control, Electronics &
electrical drives
Salah Saad was born in Batna, Algeria, in 1958. He received the Engineer degree in
electromechanical applied to mining fields from Badji-Mokhtar Annaba University Algeria and
the Ph.D. degree from Nottingham University, U.K., in 1983 and 1988, respectively. Since 1988,
he has been a Lecturer, Senior Lecturer, and Professor with Badji-Mokhtar Annaba University
Algeria. He has supervised many graduated and postgraduate student thesis. He has conducted
many researches projects in power electronics applications, electrical ac and dc drives as well as
diagnosis and faults detection in ac machines. His research interests are mainly in the area of
power electronics such as harmonics elimination by active filters, PWM and space vector
modulation control, multilevel inverters, new converter topologies, and vibration sensors. He has
authored or co-authored many journal and conference papers. He has co-authored a book in the
field of signal processing published in Algeria in 1992.

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Comparative study of 5-level & 7-level inverters controlled by SVM

  • 1. International Journal of Power Electronics and Drive System (IJPEDS) Vol. 8, No. 2, June 2017, pp. 755~766 ISSN: 2088-8694, DOI: 10.11591/ijpeds.v8i2.pp755-766  755 Journal homepage: http://iaesjournal.com/online/index.php/IJPEDS Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space Vector Pulse Width Modulation Abdelmalik Bendaikha1 , Salah Saad2 1 Department of Electrical Engineering, Faculty of Technology, University Mouhamed Boudiaf, M’sila, Algeria. 2 Laboratoire Systemes Electromécaniques (LSELM), University Badji-Mokhtar, Annaba, Algeria Article Info ABSTRACT Article history: Received Feb 3, 2017 Revised Apr 3, 2017 Accepted Apr 17, 2017 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. Keyword: Harmonic distortion Inverters topologies SVPWM Symmetrical sequence Time response Copyright © 2017 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Abdelmalik Bendaikha, Department of Electrical Engineering, Faculty of Technology, University Mouhamed Boudiaf, M’sila, Algeria. Email: malikbendaikha74@gmail.com 1. INTRODUCTION Power Electronic Converters, especially DC/AC PWM inverters have been extending their range of use in industry because they provide reduced energy consumption, better system efficiency, improved quality of product, good maintenance, and so on. The voltage or current rating of the multilevel converter becomes a multiple of the individual switches, and so the power rating of the converter can exceed the limit imposed by the individual switching devices [1]. Variable speed drives applications require high performance, maximum reliability and minimum cost. The use of static converters in variable speed drives is mainly due to the development of power semiconductors such as MOSFETs, IGBTs, GTOs. The association of inverters and AC machines rapidly became a standard in the industry of variable speed drive systems [2]-[4]. Furthermore, the development of pulse width modulation techniques as strategies to control voltage source inverters [5]-[6] has contributed to obtain an optimal operation of AC machines. The output voltage can be constant or variable with a constant or variable frequency. Thus, a variable output voltage is obtained by varying the input voltage and maintaining constant the inverter gain. The desired voltage at the inverter output should be sinusoidal, however the shape of the wave in practice is non-sinusoidal, and rich in harmonics. Nevertheless, these harmonics can be minimized or reduced using multilevel inverters topologies with different pulse width modulation PWM techniques such as Space Vector PWM technique [2], [4], [5], [7]. In SVPWM, the three-phase stationary reference frame voltages for each inverter switching state are mapped to the complex two-phase orthogonal α-β plane.The DC voltage source of the inverter (AC/DC) can be a battery, a solar cell or any other type of DC voltage source. The output voltage of an inverter fed by a DC voltage source is an alternating voltage of rectangular shape. Filtering the voltage with rectangular
  • 2.  ISSN: 2088-8694 IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766 756 waveform enables its approximation to a sine wave. Therefore, the voltage to be filtered is at the industrial frequency, the filter will be expensive, and the results will be poor, hence the need to a technique for cutting an alternation in several pulses is required. However, the pulse width modulation (PWM) technique is introduced to overcome this issue. This technique has several disadvantages such as high harmonic distortion, a phase voltage output limited to 87% of the DC voltage of the inverter, motor response time is long, the use of three reference voltages and difficultto be implemented on a DSP or microcontroller. There are three types of Multi Level Inverter, They are, Diode Clamped Multi Level Inverter, Capacitor Clamped Multi Level Inverter, Cascaded H-Bridge Multi Level Inverter [8]. In this work SVPWM algorithms are developed in order to compare the performances of diode clamped multilevel inverters (five and seven levels) in harmonics reduction, motor time response and torque fluctuations. The algorithms developed for these two topologies are tested on induction motor for validation. The obtained results have showed that harmonics are reduced to a lower value when seven levels inverter is used but the inverter commutation losses are less when five level inverters are used. 2. SVPWM THEORETICAL DEVELOPMENTS The conventional two-level inverter is used for theoretical developments which can be extended for other multilevel inverters. It is assumed that the control of each arms of the inverter is complementary, thus as to replace static switches with two positions [5]-[6] Figure 1. Figure 1. Conventional three phase inverter Based on the concept of rotating vector, it can be considered that the inverter output is a voltage vector.               e j V e j V V V cn bn an refn 3 4 . 3 2 . 3 2 0 0 0 0   (1) The inverter switches are supposed to be ideal and can be represented as follows: Sj (j=a, b, c) such as, Sj=1 if phase a, is connected to the positive rail of the dc source, Sj=0 if phase a is connected to the negative rail of the DC source. The same principle is applied to the other two phases such as: Vino= Sj .U-U/2 (2) The following Equation is obtained:             e S e S S 3 2 V 3 4 . j c 3 2 . j b a ref   (3) The different combinations of Sa, Sb, Sc enable to generate eight possible vector positions Vref with two positions corresponding to zero vector as shown in Figure 2.
  • 3. IJPEDS ISSN: 2088-8694  Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha) 757 Figure 2. Inverter voltage vectors in (-) frame The expressions of instantaneous phase and line to line inverter output voltages according to the upper switches can be established as follows:                                       c b a cn bn an 2 1 1 1 2 1 1 1 2 3 V V V S S S U (4) In order to simplify the computations and represent these voltages in a simplified form, the transformation of coordinates from the three phase stationary frame to - frame is applied respecting the power transfer transformation (Concordia transformation):                                  V V V 2 3 2 3 0 2 1 2 1 1 3 2 V V cn bn an s s   (5) There are different control strategies enabling the determination of the three logic functions Sj= (j=a, b, c). In this work SVPWM is used to develop the control strategy of the inverter. 2.1. Space Vector PWM Realization SVPWM is largely used in modern control of induction motors to obtain sinusoidal waveforms at the inverter outputs [1], [4]-[7], [9]. Its basic principle is to reconstruct the voltage vector Vref from the eight voltage vectors. Each vector corresponds to a switching state of a three phase voltage inverter switches. A reference voltage vector Vref is evaluated approximately over a modulation period Tm. This vector is estimated in a sector by the application of adjacent voltage vectors and zero vectors V8 and V7. The computation of the reference voltage vector Vref is obtained by analyzing all the switching states. The eight voltage vectors and the reference vector is represented in a αβ-plane. The switches being ON or OFF are determined by the location of the reference vector on this αβ-plane [10] Figure 3. Figure 3. Representation of rotating vector in - frame
  • 4.  ISSN: 2088-8694 IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766 758 The SVPWM can be applied according to the following steps [5]-[6]: a. Determination of V, V,Vref, and the rotating angle (θ). b. Application time of adjacent vectors x, y, and z. c. Determination of the switching time of each switch (Sa,Sb, Sc ,Sa’, Sb’ and Sc’). From Figure 4,V, V, Vref, and the rotating angle (θ) can be determined as follows: Figure 4. Voltage vector and its components in (-) frame V .cos60 cos60 1 1 cos60 2 2       an bn cn an bn cn V V V V V V  V 0. .cos30 .cos30 3 3 0. 2 2       an bn cn an bn cn V V V V V V  Conserving the power transfer (Concordia transformation). The voltage vectors on the (-) axis can then be described as [10]:                                  V V V 2 3 2 3 0 2 1 2 1 1 3 2 V V cn bn an s s   (6) 2 2 ref V V V     (7) 1 tan 2             V g t ft V      (8) Where: f: is the fundamental frequency The reference vector Vref is estimated over a modulation period Tm, by generating an average vector determined by the application of inverter adjacent non-zero and zero vectors. Figure 4, illustrates the case where the reference vector is in sector 1. The application time of adjacent vectors are given as follows: Tm=x+y+z (9) 0 2 1 V V V V m m m ref T z T y T x    (10)
  • 5. IJPEDS ISSN: 2088-8694  Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha) 759 The determination of ‘x’ and ‘y’ is obtained by the projection of the reference vector on - frame Figure 5. Figure 5. Projection of reference vector on  and  axis in sector1 dt dt dt m m T y x ref y x x ref x ref T ref          V V V V 0 0 Tm.Vref = (x.V1 + y.V2) + z. (V7 ou V8)                            ) 3 sin( ) 3 cos( 3 2 . 0 1 3 2 . ) sin( ) cos( . V     U y U x T ref m (11) Where, (0  60°) ) 3 sin( ) 3 sin( . 3 2 V       U T x ref m (12) ) 3 sin( ) sin( . 3 2 V   U T y ref m   (13) In order to apply the SVPWM technique to a five and seven level voltage source inverter a control algorithm is developed using symmetrical sequence. 3. FIVE-LEVEL INVERTER Diode clamped five-level inverter has three symmetrical arms each consisting of eight bidirectional switches in series. These switches must not be ON or OFF simultaneously in order to avoid the short circuit of the inverter dc source. Each switch consists of a bi-commendable semiconductor and a diode connected in anti-parallel. The number of diodes is six by arm ensure the application of different voltage levels at the output of each arm. Each arm is connected to a dc supply of electromotive force (4Uc), these four generators are equal. This inverter is five-level because it delivers five voltage levels per arm (U/2, U/4, 0, -U/4, -U/2).
  • 6.  ISSN: 2088-8694 IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766 760 Figure 6. Five-level inverter topology 3.1. Switching Functions For each switch ( 1 8, 1 3) ij S i j     , a switching function ij F is defined as follows: { (18) The switches of the lower-half arm are complementary with the switches of upper half-arm ( 4) 1 , 5 8 ; 1 4        ij i j i j F F (19) Table 1. Switching State of One Inverter Arm (a) (b) Figure 7. (a) Space vector diagram of five-level inverter (b) Sectors and regions of space vector diagram State S1x S2x S3x S4x S5x S6x S7x S8x V0x 4 1 1 1 1 0 0 0 0 U /2 3 0 1 1 1 1 0 0 0 U /4 2 0 0 1 1 1 1 0 0 0 1 0 0 0 1 1 1 1 0 -U /4 0 0 0 0 0 1 1 1 1 -U /2
  • 7. IJPEDS ISSN: 2088-8694  Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha) 761 4. SEVEN-LEVEL INVERTER The seven-level inverter has three symmetrical arms each consisting of (12) bidirectional switches in series. These switches must not be ON or OFF simultaneously to prevent the short circuit of the dc inverter input, or the opening of load inductive circuit. Each switch consists of a bi-commendable semiconductor and a diode connected in anti-parallel. The number of diodes is 10 by arm ensure the application of different voltage levels at the output of each arm. Each arm is connected to a dc supply of electromotive force (6Uc), these six generators are equal. This inverter is seven-level because it provides seven voltage levels per arm (U/2, U/4, U/6, 0, -U/6, -U/4, -U/2). Figure 8. Structure of seven-level floating diodes inverter 4.1. Switching Functions { (20) ( 6) 1 7 12 1 3        ij i j F F i j (21) Table 2. Switching State of the Inverter Arm St S1x S2x S3x S4x S5x S6x S7x S8x S9x S10x S11x S12x V0x 6 1 1 1 1 1 1 0 0 0 0 0 0 U /2 5 1 1 1 1 1 0 1 0 0 0 0 0 U /4 4 1 1 1 1 0 0 1 1 0 0 0 0 U /6 3 1 1 1 0 0 0 1 1 1 0 0 0 0 2 1 1 0 0 0 0 1 1 1 1 0 0 -U /6 1 1 0 0 0 0 0 1 1 1 1 1 0 -U /4 0 0 0 0 0 0 0 1 1 1 1 1 1 -U /2
  • 8.  ISSN: 2088-8694 IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766 762 5. COMPUTER SIMULATION The simulation is conducted with five level and seven level inverter controlled by SPWM technique using parameters presented in Table 3. The results of simulation of SVPWM voltage source inverter for both topologies feeding an induction motor with amplitude modulation index r=0.866 and frequency modulation m=96 are presented and compared. Motor technical parameters are presented in the Table 3 presented below. Table 3. Motors Parameters Parameters Values Motor power Nominal frequency pole pair Number Supply voltage Nominal current Nominal rotational speed Stator resistance Rotor resistance Stator inductance Rotor inductance Mutual inductance moment of inertia Friction coefficient Pn= 1.5 Kw F = 50Hz P=2 un=220v/380v In = 6.2/3.7A nn = 1420tr/min Rs = 4.85 Ω Rr = 3.805 Ω Ls = 0.2740 H Lr = 0.2740 H Msr = 0.2580 H J = 0.031Kgm2 ft =0Kg m2/s Several operation characteristics were studied, such as reference vector angle and reference vector displacement between sectors and regions. Furthermore some internal variables, such as stator current, phase to neutral voltage, line to line voltage and their frequency spectrum are measured. To show the robustness of this control strategy the torque and the speed were viewed using Matlab simulink Blocks. For simulation tests the initial torque value was set to 0 Nm and after 0.6 s, this torque was increased to 15 N.m. The obtained results when five level inverter is used are given below Figure 9(a) to 9(k). 5.1. Results of Five-Level Inverter Fed Induction Motor (a) Reference vector angle (b) Reference vector displacement between sectors (c) Reference vector displacement between regions according to time (d) Inverter output phase to neutral voltage Va e) Phase to phase voltage Vab (f) Steady states stator current Ia Figure 9. The results of five level inverter, for r=0.886, m=96
  • 9. IJPEDS ISSN: 2088-8694  Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha) 763 (g) Stator current frequency spectrum THDIa=1.09% (h) Voltage frequency spectrum THDVa=14.76% (i) Induction motor torque at transient and steady state (j) Induction motor speed at transient and steady state (k) Trajectories of the reference vector and the output vector of five-level inverter Figure 9. The results of five level inverter, for r=0.886, m=96 5.2. Results of Seven-Level Inverter Fed Induction Motor The obtained results when seven level inverter is used are given below Figure 10(a) to 10(k). (a) Reference vector angle (b) Reference vector displacement between sectors Figure 10. The results of seven level inverter, for r=0.886, m=96
  • 10.  ISSN: 2088-8694 IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766 764 (c) Reference vector displacement between regions according to time (d) Inverter output phase to neutral voltage Va e) Phase to phase voltage Vab (f) Steady states stator current Ia (g )Stator current frequency spectrum THDIa=0.25% (h) Voltage frequency spectrum THDVa=9.37% (i) Induction motor speed at transient and steady state (j) Induction motor torque at transient and steady state (k) Trajectories of the reference voltage and the output voltage of seven-level inverter Figure 10. The results of seven level inverter, for r=0.886, m=96
  • 11. IJPEDS ISSN: 2088-8694  Comparative Study of Five-Level and Seven-Level Inverter Controlled by Space … (Abdelmalik Bendaikha) 765 6. RESULTS AND ANALYSIS The results of the developed algorithm of a five level inverter controlling induction motor are illustrated in Figure 9(a) to Figure 9(k). The Figure 9(a, b and c) illustrate reference vector angle, reference vector displacement between sectors and reference vector displacement between regions according to time respectively. The phase to neutral voltage (Figure 9(d)), the stator phase current (Figure 9((f)) waveforms and their frequency spectrum illustrated on Figure 9(g) and Figure 9(h) have THD values equal to (14.76%) and (1.09%) respectively for an amplitude modulation index r=0.866 and a frequency modulation m=96. Figure 9.e illustrates phase to phase voltage Vab. Figure 9(k) illustrate Trajectories of the reference vector and the output vector. The speed curve shown in Figure 9(i) has three sections; transient state section from 0 to 0.29 s, no load operation section from 0.29-0.4 s and a section for load (15 N.m) operation applied at 0.4 s and the time response is less than 0.15s. The torque curve presented in Figure 10.j) has three sections; transient state section from 0 to 0.29 s, no load (0.00 N.m) operation section from 0.29-0.4 s and a section for load (15 N.m) operation applied at 0.4 s and the time response is less than 0.15s. Phase to neutral voltage (Figure 9(d)) has seventeen voltage levels and phase to phase voltage has nine voltage levels, thus its shape is closer to the sinusoidal shape. Figure 9(k) illustrates trajectories of the reference vector and the output vector showing that the output vector is tracking the reference vector. The results when the developed algorithm of a seven level inverter controlling induction motor is applied are presented in Figure 10(a) to Figure 10(k). The Figure 10(a, b, and c) illustrate reference vector angle, reference vector displacement between sectors and reference vector displacement between regions according to time, respectively. Figure 10.e illustrates phase to phase voltage Vab. The phase to neutral voltage (Figure 10.d), the stator phase current (Figure 10(f)) waveforms and their frequency spectrum illustrated on Figure 10(h) and Figure 10(g) have THD values equal to (9.37%) and (0.25%) respectively for an amplitude modulation index r=0.866 and a frequency modulation m=96. The speed curve shown in Figure 10.i has three sections; transient state section from 0 to 0.25 s, no load operation section from 0.25-0.4 s and a section for load (15 N.m) operation applied at 0.4 s and the time response is less than 0.12s. The torque curve presented in Figure 10(j) has three sections; transient state section from 0 to 0.25 s, no load (0.00 N.m) operation section from 0.25-0.4 s and a section for load (15 N.m) operation applied at 0.4 s and the time response is less than 0.12s. Phase to neutral voltage has twenty five voltage levels (Figure 10.d) and phase to phase voltage has thirteen voltage levels. It can be observed that speed and torque time responses are better when the motor is fed by seven-level inverter. Therefore, a better speed regulation is obtained. The inverter output current waveform of seven-level inverter is almost sinusoidal contains less harmonics and less torque fluctuations thus, a better motor dynamic response is obtained. Figure 10(k) illustrate Trajectories of the reference vector and the output vector showing that the output vector is tracking the reference vector. In order to evatuate the SVPWM strategy applied to five and seven level inverter topologies, the speed and torque curves as well as current and voltage frequency spectrums are compared. The phase to neutral voltage, the stator phase current waveforms and thefrequency spectrum of five level inverter have THD values equal to (14.76%) and (1.09%) respectively. The phase to neutral voltage, the stator phase current waveforms and frequency spectrum of seven level inverter have THD values equal to (9.37%) and (0.25%) respectively. The results have showed that when seven level inverter is used the harmonic currents and voltage distortions are reduced and torque fluctuations are less. But the developed algorithm gives reduced commutation losses when five-level inverter is used because the switching devices number is reduced. Comparing these results to the results of the literature it can be noticed that THD values of both current and voltage are well below the obtained values of [1], [11] and IEEE recommendations. 7. CONCLUSION The present paper has presented a comparative study of multilevel inverter topologies controlled by space vector PWM feeding an induction motor. The results have showed that seven level inverter gives reduced harmonics current and voltage distortion and less torque fluctuations. But the commutation losses are minimized when five-level inverter because the switching devices number is reduced. The results have showed that the seven-level inverter is the best topology compared to five-level topology; but it has some disadvantages such as large number of semiconductors devices which involves high losses compared to other types. This work has allowed understanding the basic principles to design and simulation of any complex power engineering system. It has served to enhance knowledge of programming, modeling and power control techniques of induction motors.
  • 12.  ISSN: 2088-8694 IJPEDS Vol. 8, No. 2, June 2017 : 755 – 766 766 REFERENCES [1] Chetanya Gupta, Devbrat Kuanr, Abhishek Varshney, Tahir Khurshaid, Kapil Dev Singh" Harmonic Analysis of Seven and Nine Level Cascade Multilevel Inverter using Multi-Carrier PWM Technique", IJPEDS, Vol. 5, No. 1, July 2014, pp. 76~82. [2] Ayşe Kocalmış, Sedat Sünter, "Simulation of a Space Vector PWM Controller For a Three-Level Voltage-Fed Inverter Motor Drive", 2006 IEEE, pp 1915-1920. [3] Samir Kouro, Rafael Bernal, Hernan Miranda, Jose Rodrıguez and Jorge Pontt, "Direct Torque Control With Reduced Switching Losses for Asymmetric Multilevel Inverter Fed Induction Motor Drives", 2006 IEEE, pp 2441- 2446. [4] Fouad Berrabaha, Saad Salah, Ali Chebabhi, "SVM technique based on DTC sensorless control optimized by ANN applied to a double stator asynchronous machine fed by three-level six-phase inverter", The Mediterranean Journal of Measurement and Control, Vol. 12, No. 2, 2016. [5] Keliang Zhou and Danwei Wang, "Relationship Between Space-Vector Modulation and Three-Phase Carrier-Based PWM", IEEE transactions on industrial electronics, vol. 49, no. , February 2002. [6] K.S. Gayathri Devi, S. Arun, C. Sreeja, "Comparative study on different five level inverter topologies", Electrical Power and Energy Systems 63 (2014) 363–372. [7] Mohammad Shadab Mirza, Tufail Mohammad, Qamar Alam, Mohammad Ariffuddin Mallick, "Simulation and Analysis of a Grid Connected Multi-level Converter Topologies and their Comparison", Journal of Electrical Systems and Information Technology 1 (2014) 166–174. [8] S. Umashankar, T. S. Sreedevi, V. G. Nithya, and D. Vijayakumar, "A New 7-Level Symmetric Multilevel Inverter with Minimum Number of Switches", Volume 2013, Article ID 476876, 9 pages. [9] M. Valan Rajkumar, P.S. Manoharan, A. Ravi, "Simulation and an experimental investigation of SVPWM technique on a multilevel voltage source inverter for photovoltaic systems", Electrical Power and Energy Systems ScienceDirect, Volume 52, November 2013, Pages 116–131. [10] Gomathi C, Navya Nagath, Veerakumar S,"Sampled Reference Frame Algorithm Based on Space Vector Pulse Width Modulation for Five Level Cascaded H-Bridge Inverter", Bulletin of Electrical Engineering and Informatics Vol. 3, No. 2, June 2014, pp. 127~140. [11] Zulkifilie Bin Ibrahim et al, “Comparative Analysis of PWM Techniques for Three Level Diode Clamped Voltage Source Inverter ", International Journal of Power Electronics and Drive System (IJPEDS) Vol. 5, No. 1, July 2014, pp. 15~23. BIOGRAPHIES OF AUTHORS Abdelmalik Bendaikha was born in Batna, Algeria, in 1974. He received the Engineer, master’s degrees in electromechanicalapplied to mining fields from Badji-Mokhtar Annaba, Algeria, in 1997, 2007, respectively. Since 2007, he is a Senior Lecturer with the University of M’sila Algeria. His research interests are mainly in the area of Measurement, Control, Electronics & electrical drives Salah Saad was born in Batna, Algeria, in 1958. He received the Engineer degree in electromechanical applied to mining fields from Badji-Mokhtar Annaba University Algeria and the Ph.D. degree from Nottingham University, U.K., in 1983 and 1988, respectively. Since 1988, he has been a Lecturer, Senior Lecturer, and Professor with Badji-Mokhtar Annaba University Algeria. He has supervised many graduated and postgraduate student thesis. He has conducted many researches projects in power electronics applications, electrical ac and dc drives as well as diagnosis and faults detection in ac machines. His research interests are mainly in the area of power electronics such as harmonics elimination by active filters, PWM and space vector modulation control, multilevel inverters, new converter topologies, and vibration sensors. He has authored or co-authored many journal and conference papers. He has co-authored a book in the field of signal processing published in Algeria in 1992.