This document summarizes and compares three pulse width modulation techniques - sinusoidal PWM (SPWM), third harmonic injection PWM (THIPWM), and space vector PWM (SVPWM) - for a three-phase voltage source inverter. SPWM is the simplest technique but has drawbacks like higher total harmonic distortion and lower switching frequency. THIPWM provides better THD than SPWM. SVPWM shows lower THD than both SPWM and THIPWM, especially in overmodulation regions and at high frequencies. The document presents the theoretical principles, simulation models, and results of the three techniques, showing that SVPWM achieves the best performance and meets current harmonic standards.
This is the third slide set in series of Introductory course on Power Quality for undergraduates. This deals with transient over-voltages, Ferro Resonance, Over Voltage Protection, Switching Transients, Shielding
This is the third slide set in series of Introductory course on Power Quality for undergraduates. This deals with transient over-voltages, Ferro Resonance, Over Voltage Protection, Switching Transients, Shielding
HVDC Bridge and Station Configurations
1. General HVDC – HVAC Comparisons
2. Components of a Converter Bridge
3. HVDC scheme configurations
Operation of the HVDC converter
1. General assumptions
2. Rectifier operation with uncontrolled valves and X = 0
3. Rectifier operation with controlled valves and X = 0
4. Rectifier operation with controlled valves and X 0
5. Inverter operation with controlled valves and X 0
6. Commutation and Commutation Failure
7. Reactive Power Requirements
8. Short-circuit capacity requirements for an HVDC terminal.
9. Harmonics and filtering on the AC and DC sides
Harmonics create pollution in our power system just like carbon dioxide and other gases create air pollution. It has adverse effects directly or indirectly on equipment like motors, transformers, induction heaters, etc. It leads to energy loss due to poor power factor.
Following content has been covered:
- The definition of harmonics is briefly interpreted.
- Factors which are responsible for harmonics current generation is discussed.
- Often the failure of equipment like motors, transformer, etc. has been put on harmonics current. But this is not always the case. This ambiguity is being tried to clear by putting content "What harmonics are not"? so that readers who are associated with operation and maintenance can efficiently do analysis and find the root cause of failure of equipment.
- IEEE Std. 519-1992, 2014 has been interpreted.
Nowadays, it is very important to maintain voltage level. Controlling of that voltage is also important. This Presentation contains methods of voltage control.
This directional over current relay employs the principle of actuation of the relay....It has a metallic disc free to rotate between the poles of two...
Engineering review on AC Power.
Presentation lecture for energy engineering class.
Course: MS in Renewable Energy Engineering, Oregon institute of technology
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.
HVDC Bridge and Station Configurations
1. General HVDC – HVAC Comparisons
2. Components of a Converter Bridge
3. HVDC scheme configurations
Operation of the HVDC converter
1. General assumptions
2. Rectifier operation with uncontrolled valves and X = 0
3. Rectifier operation with controlled valves and X = 0
4. Rectifier operation with controlled valves and X 0
5. Inverter operation with controlled valves and X 0
6. Commutation and Commutation Failure
7. Reactive Power Requirements
8. Short-circuit capacity requirements for an HVDC terminal.
9. Harmonics and filtering on the AC and DC sides
Harmonics create pollution in our power system just like carbon dioxide and other gases create air pollution. It has adverse effects directly or indirectly on equipment like motors, transformers, induction heaters, etc. It leads to energy loss due to poor power factor.
Following content has been covered:
- The definition of harmonics is briefly interpreted.
- Factors which are responsible for harmonics current generation is discussed.
- Often the failure of equipment like motors, transformer, etc. has been put on harmonics current. But this is not always the case. This ambiguity is being tried to clear by putting content "What harmonics are not"? so that readers who are associated with operation and maintenance can efficiently do analysis and find the root cause of failure of equipment.
- IEEE Std. 519-1992, 2014 has been interpreted.
Nowadays, it is very important to maintain voltage level. Controlling of that voltage is also important. This Presentation contains methods of voltage control.
This directional over current relay employs the principle of actuation of the relay....It has a metallic disc free to rotate between the poles of two...
Engineering review on AC Power.
Presentation lecture for energy engineering class.
Course: MS in Renewable Energy Engineering, Oregon institute of technology
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.
Comparative Analysis of PWM Techniques for Three Level Diode Clamped Voltage ...IAES-IJPEDS
Multilevel inverters are increasingly being used in high-power medium voltage industrial drive applications due to their superior performance compared to conventional two-level inverters. Thre are a number of Pulse width modulation (PWM) techniques applied in recent years. The most widely applied PWM techniques are Sine Pulse Width Modulation (SPWM) 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 effective DC utilization and lower switching frequency. Space vector pulse width modulation (SVPWM) is widely used because of their easier digital realization and better DC bus utilization and lower THD. The complexity is due to the difficulty in determining the reference vector location, on times calculation, and switching states selection. This paper presents a simple SVPWM algorithm for diode clamped three level inverters based on standard two-level SVPWM which can easily determine the location of reference vector, calculate the on-times, the selection of switching states. Three level diode clamped inverter (3LDCI) using space vector modulation technique has been modeled and simulated using MATLAB/SIMULINK and Origin 6.1 with a passive R-L load that can be extended to any level. Simulation results are presented to verify the proposed SVPWM control in terms of THD. The results arecompared with conventional sinusoidal pulse width modulation (SPWM) where SVPWM shows better performance than SPWM in terms of THD.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Alternating current (AC) electrical drives mainly require smaller current (or torque) ripples and lower total harmonic distortion (THD) of voltage for excellent drive performances. Normally, in practice, to achieve these requirements, the inverter needs to be operated at high switching frequency. By operating at high switching frequency, the size of filter can be reduced. However, the inverter which oftenly employs insulated gate bipolar transistor (IGBT) for high power applications cannot be operated at high switching frequency. This is because, the IGBT switching frequency cannot be operated above 50 kHz due to its thermal restrictions. This paper proposes an alternate switching strategy to enable the use of IGBT for operating the inverter at high switching frequency to improve THD performances. In this strategy, each IGBT in a group of switches in the modified inverter circuit will operate the switching frequency at one-fourth of the inverter switching frequency. The alternate switching is implemented using simple analog and digital integrated circuits.
Implementation of d space controlled dpwm basedeSAT Journals
Abstract The paper presents dSPACE controlled Induction motor drive fed through Discontinuous pulse width modulation (DPWM) algorithm based voltage source inverter. Two important performance measuring factors harmonic distortion in line current and dc bus utilization of the inverter can be improved with Discontinuous PWM approach in comparison with the popular conventional space vector (CSVPWM) approach; the paper contemplates on the implementation of DPWM algorithm for pulse generation which in turn are fed to intelligent power module that feeds the motor drive through DS1104 PPC603e / 250 MHz control desk. The results conclude the successful implementation of dSPACE Controlled induction motor drive. To validate the proposed work, numerical simulation including the experimental results is presented. Keywords:-DPWM, dSPACE, RTI
This paper presents new modified space vector pulse width modulation techniques (Phase disposition-Space vector pulse width modulation, Alternative Phase Opposition disposition- Space vector pulse width modulation and Phase Opposition disposition-Space vector pulse width modulation) are analyzed for three-phase cascaded multi-level inverter fed induction motor from the point of view of the Phase voltages, line voltage, stator current,speed,torque and Total harmonic distortion.in the proposed modified technique the reference signals are generated by adding offset voltage to the reference phase voltages.This modified SVPWM technique does not involve region indentification,sector identification for switching vector determination as are required in the conventional multi level SVPWM technique,it is also reduces the computation time compared to the conventional space vector PWM technique.The necessary calculations for generation of new modified SVPWM for the modulation strategies have presented in detail. It is observed that the modified SVPWM modulation ensures excellent, close to optimized pulse distribution results and THD is compared to for five-level, seven-level, nine-level and eleven-level Cascaded H-Bride Multi-level Inverter fed to Induction motor. Theoretical investigations were confirmed by the digital simulations using MATLAB/SIMULINK software.
PWM control techniques for three phase three level inverter drivesTELKOMNIKA JOURNAL
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.
The Operating Improvement of the Supply Source and the Optimization of PWM Co...IJPEDS-IAES
In this paper the operating improvement of the supply source and the
optimization of PWM control are proposed. A comparison (based on the
better operating in terms of input voltage) between the multilevel inverters
(NPC multilevel inverter and H bridge inverter) is studied. Then two control
strategies (the SPWM and the suboptimal PWM) are applied to the multilevel
inverter which has the better voltage performance. At last a comparison
between these two control techniques based on two essential points, the THD
and the output voltage value. A comparison between our results and results
taken from literature is also presented in this paper. Simulations are carried
out using PSIM environment.
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.
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.
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.
The projected diode assisted Neutral Point Diode Clamed (NPC-MLI) with the photovoltaic system produces a maximum voltage gain that is comparatively higher than those of other boost conversion techniques. This paper mainly explores vector selection approach pulse-width modulation (PWM) strategies for diode-assisted NPC-MLI to obtain a maximum voltage gain without compromising in waveform quality. To obtain a high voltage gain maximum utilization of dc-link voltage and stress on the power switches must be reduced. From the above issues in the diode assisted NPC-MLI leads to vector selection approach PWM technique to perform capacitive charging in parallel and discharging in series to obtain maximum voltage gain. The operation principle and the relationship of voltage gain versus voltage boost duty ratio and switching device voltage stress versus voltage gain are theoretically investigated in detail. Owing to better performance, diode-assisted NPC-MLI is more promising and competitive topology for wide range dc/ac power conversion in a renewable energy application. Furthermore, theoretically investigated are validated via simulation and experimental results.
Similar to Simulation Investigation of SPWM, THIPWM and SVPWM Techniques for Three Phase Voltage Source Inverter (20)
Inter-Area Oscillation Damping using an STATCOM Based Hybrid Shunt Compensati...IJPEDS-IAES
FACTS devices are one of the latest technologies which have been used to
improve power system dynamic and stability during recent years. However,
widespread adoption of this technology has been hampered by high cost
and reliability concerns. In this paper an economical phase imbalanced shunt
reactive compensation concept has been introduced and its ability for power
system dynamic enhancement and inter-area oscillation damping are
investigated. A hybrid phase imbalanced scheme is a shunt capacitive
compensation scheme, where two phases are compensated by fixed shunt
capacitor (C) and the third phase is compensated by a Static Synchronous
Compensator (STATCOM) in shunt with a fixed capacitor (CC). The power
system dynamic stability enhancement would be achieved by adding
a conventional Wide Area Damping Controller (WADC) to the main control
loop of the single phase STATCOM. Two different control methodologies
are proposed: a non-optimized conventional damping controller
and a conventional damping controller with optomised parameters that are
added to the main control loop of the unbalanced compensator in order to
damp the inter area oscillations. The proposed arrangement would, certainly,
be economically attractive when compared with a full three-phase
STATCOM. The proposed scheme is prosperously applied in a 13-bus
six-machine test system and various case studies are conducted to
demonstrate its ability in damping inter-area oscillations and power system
dynamic enhancement.
Fuzzy Gain-Scheduling Proportional–Integral Control for Improving the Speed B...IJPEDS-IAES
In this article, we have set up a vector control law of induction machine
where we tried different type of speed controllers. Our control strategy is of
type Field Orientated Control (FOC). In this structure we designed a Fuzzy
Gain-Scheduling Proportional–Integral (Pi) controller to obtain best result
regarding the speed of induction machine. At the beginning we designed a Pi
controller with fixed parameters. We came up to these parameters by
identifying the transfer function of this controller to that of Broïda (second
order transfer function). Then we designed a fuzzy logic (FL) controller.
Based on simulation results, we highlight the performances of each
controller. To improve the speed behaviour of the induction machine, we
have designend a controller called “Fuzzy Gain-Scheduling Proportional–
Integral controller” (FGS-PI controller) which inherited the pros of the
aforementioned controllers. The simulation result of this controller will
strengthen its performances.
Advance Technology in Application of Four Leg Inverters to UPQCIJPEDS-IAES
This article presents a novel application of four leg inverter with
conventional Sinusoidal Pulse Width Modulation (SPWM) Scheme to
Unified Power Quality Conditioner (UPQC). The Power Quality problem
became burning issues since the starting of high voltage AC transmission
system. Hence, in this article it has been discussed to mitigate the PQ issues
in high voltage AC systems through a three phase Unified Power Quality
Conditioner (UPQC) under various conditions, such as harmonic mitigation
scheme, non linear loads, sag and swell conditions as well. Also, it proposes
to control harmoincs with various artificial intelligent techniques. Thus
application of these control technique such as Neural Networks (ANN)
Fuzzy Logic makes the system performance in par with the standards
and also compared with existing system. The simulation results based on
MATLAB/Simulink are discussed in detail to support the concept developed
in the paper.
Modified SVPWM Algorithm for 3-Level Inverter Fed DTC Induction Motor DriveIJPEDS-IAES
In this paper, a modified space vector pulse width modulation (MSVPWM)
algorithm is developed for 3-level inverter fed direct torque controlled
induction motor drive (DTC-IMD). MSVPWM algorithm simplifies
conventional space vector pulse width modulation (CSVPWM) algorithm for
multilevel inverter (MLI), whose complexity lies in sector/subsector/subsubsector
identification; which will commensurate with number of levels. In
the proposed algorithm sectors are identified as in two level inverter
and subsectors/sub-subsectors are identified by shifting the original reference
vector to sector 1 (S1). This is valid due to the fact that a three level space
vector plane is a composition of six two level space planes, and are
symmetrical with reference to six pivot states. Switching state/sequence
selection is also very important while dealing with SVPWM strategy for
MLI. In the proposed algorithm out of 27 available switching states apt
switching state is selected based on sector and subsector number, such that
voltage ripple is considerably less. To validate the proposed algorithm, it is
tested on a three level neutral point clamped (NPC) inverter fed DTC-IMD.
The performance of the MSVPWM algorithm is analyzed by comparing no
load stator current ripple of the three level DTC-IMD with two level
DTC-IMD. Significant reduction in steady state torque and flux ripple is
observed. Hence, reduced acoustic noise is a distinctive facet of the proposed
method.
Modelling of a 3-Phase Induction Motor under Open-Phase Fault Using Matlab/Si...IJPEDS-IAES
The d-q model of Induction Motors (IMs) has been effectively used as an
efficient method to analyze the performance of the induction machines. This
study presents a step by step Matlab/Simulink implementation
of a star-connected 3-phase IM under open-phase fault (faulty 3-phase IM)
using d-q model. The presented technique in this paper can be simply
implemented in one block and can be made available for control purposes.
The simulated results provide to show the behavior of the star-connected 3-phase IM under open-phase fault condition.
Performance Characteristics of Induction Motor with FielIJPEDS-IAES
With development of power electronics and control Theories, the AC motor
control becomes easier. So the AC motors are used instead of the DC motor
in the drive applications. With this development, a several methods of control
are invented. The field oriented control and direct torque control are from the
best methods to control the drive systems. This paper is compared between
the field oriented control and direct torque control to show the advantages
and disadvantages of these methods of controls. This study discussed the
effects of these methods of control on the total harmonic distortion of the
current and torque ripples. This occurs through study the performance
characteristics of the AC motor. The motor used in this study is an induction
motor. This study is simulated through the MATLAB program.
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...IJPEDS-IAES
In recent years, Switched Reluctance Motors (SRM) have been dramatically
considered with both researchers and industries. SRMs not only have a
simple and reliable structure, but also have low cost production process.
However, discrete torque production of SRM along with intensive magnetic
saturation in stator and rotor cores are the major drawbacks of utilizing in
variety of industrial applications and also causes the inappropriate torque
ripples. In this paper, a modified logical-rule-based Torque Sharing Function
(TSF) method is proposed considering turn-on angle control. The optimized
turn-on angle for conducting each phase is achieved by estimating the
inductance curve in the vicinity of unaligned position and based on an
analytical solution for each phase voltage equation. Simulation results on a
four-phase switched reluctance motor and comparison with the conventional
methods validates the effectiveness of the proposed method.
Modeling and Simulation of Induction Motor based on Finite Element AnalysisIJPEDS-IAES
This paper presents the development of a co-simulation platform of induction
motor (IM). For the simulation, a coupled model is introduced which
contains the control, the power electronics and also the induction machine.
Each of these components is simulated in different software environments.
So, this study provides an advanced modeling and simulation tools for IM
which integrate all the components into one common simulation platform
environment. In this work, the IM is created using Ansys-Maxwell based on
Finite Element Analysis (FEA), whereas the power electronic converter is
developed in Ansys-Simplorer and the control scheme is build in MATLABSimulink
environment. Such structure can be useful for accurate design
and allows coupling analysis for more realistic simulation. This platform is
exploited to analyze the system models with faults caused by failures of
different drive’s components. Here, two studies cases are presented: the first
is the effects of a faulty device of the PWM inverter, and the second case is
the influence of the short circuit of two stator phases. In order to study the
performance of the control drive of the IM under fault conditions,
a co-simulation of the global dynamic model has been proposed to analyze
the IM behavior and control drives. In this work, the co-simulation has been
performed; furthermore the simulation results of scalar control allowed
verifying the precision of the proposed FEM platform.
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...IJPEDS-IAES
In this paper an extensive comparative study is carried out between PI
and PID controlled closed loop model of an adjustable speed Permanent
Magnet Synchronous Motor (PMSM) drive. The incorporation of Sinusoidal
Pulse Width Modulation (SPWM) strategy establishes near sinusoidal
armature phase currents and comparatively less torque ripples without
sacrificing torque/weight ratio. In this closed loop model of PMSM drive, the
information about reference speed is provided to a speed controller, to ensure
that actual drive speed tracks the reference speed with ideally zero steady
state speed error. The entire model of PMSM closed loop drive is divided
into two loops, inner loop current and outer loop speed. By taking the
different combinations of two classical controllers (PI & PID) related with
two loop control structure, different approximations are carried out. Hence a
typical comparative study is introduced to familiar with the different
performance indices of the system corresponding to time domain and
frequency domain specifications. Therefore overall performance of closed
loop PMSM drive is tested and effectiveness of controllers will be
determined for different combinations.
Novel Discrete Components Based Speed Controller for Induction MotorIJPEDS-IAES
This paper presents an electronic design based on general purpose discrete
components for speed control of a single phase induction motor drive. The
MOSFETs inverter switching is controlled using Sampled Sinusoidal Pulse
Width Modulation (SPWM) techniques with V/F method based on Voltage
Controlled Oscillator (VCO). The load power is also controlled by a novel
design to produce a suitable SPWM pulse. The proposed electronic system
has ability to control the output frequency with flexible setting of lower limit
to less than 1 Hz and to higher frequency limits to 55 Hz. Moreover, the
proposed controller able to control the value of load voltage to frequency
ratio, which plays a major parameter in the function of IM speed control.
Furthermore, the designed system is characterized by easy manufacturing
and maintenance, high speed response, low cost, and does not need to
program steps as compared to other systems based on Microcontroller
and digital signal processor (DSP) units. The complete proposed electronic
design is made by the software of NI Multisim version 11.0 and all the
internal sub-designs are shown in this paper. Simulation results show the
effectiveness of electronic design for a promising of a high performance IM
PWM drive.
Sensorless Control of a Fault Tolerant PMSM Drives in Case of Single-Phase Op...IJPEDS-IAES
This paper introduces a sensorless-speed-controlled PMSM motor fed by a
four-leg inverter in case of a single phase open circuit fault regardless in
which phase is the fault. To minimize the system performance degradation
due to a single phase open circuit fault, a fault tolerant control strategy that
includes taking appropriate actions to control the two remaining healthy
currents is used in addition to use the fourth leg of the inverter. Tracking the
saliency is done through measuring the dynamic current responses of the
healthy phases of the PMSM motor due the IGBT switching actions using the
fundamental PWM method without introducing any modification to the
operation of the fourth leg of the inverter. Simulation results are provided to
verify the effectiveness of the proposed strategy for sensorless controlling of
a PMSM motor driven by a fault-tolerant four-phase inverter over a wide
speed ranges under the case of a single phase open circuit.
Improved Stator Flux Estimation for Direct Torque Control of Induction Motor ...IJPEDS-IAES
Stator flux estimation using voltage model is basically the integration of the
induced stator back electromotive force (emf) signal. In practical
implementation the pure integration is replaced by a low pass filter to avoid
the DC drift and saturation problems at the integrator output because of the
initial condition error and the inevitable DC components in the back emf
signal. However, the low pass filter introduces errors in the estimated stator
flux which are significant at frequencies near or lower than the cutoff
frequency. Also the DC components in the back emf signal are amplified at
the low pass filter output by a factor equals to . Therefore, different
integration algorithms have been proposed to improve the stator flux
estimation at steady state and transient conditions. In this paper a new
algorithm for stator flux estimation is proposed for direct torque control
(DTC) of induction motor drives. The proposed algorithm is composed of a
second order high pass filter and an integrator which can effectively
eliminates the effect of the error initial condition and the DC components.
The amplitude and phase errors compensation algorithm is selected such that
the steady state frequency response amplitude and phase angle are equivalent
to that of the pure integrator and the multiplication and division by stator
frequency are avoided. Also the cutoff frequency selection is improved; even
small value can filter out the DC components in the back emf signal. The
simulation results show the improved performance of the induction motor
direct torque control drive with the proposed stator flux estimation algorithm.
The simulation results are verified by the experimental results.
Minimization of Starting Energy Loss of Three Phase Induction Motors Based on...IJPEDS-IAES
The purpose of this paper is to minimize energy losses consumed by three
phase induction motors during starting with wide range of load torque from
no load to full load. This will limit the temperature rise and allows for more
numbers of starting during a definite time. Starting energy losses
minimization is achieved by controlling the rate of increasing voltage
and frequency to start induction motor under certain load torque within a
definite starting time. Optimal voltage and frequency are obtained by particle
swarm optimization (PSO) tool according to load torque. Then, outputs of the
PSO are used to design a neuro-fuzzy controller to control the output voltage
and frequency of the inverter during starting for each load torque. The
starting characteristics using proposed method are compared to that of direct
on line and V/F methods. A complete model of the system is developed using
SIMULINK/MATLAB.
Hardware Implementation of Solar Based Boost to SEPIC Converter Fed Nine Leve...IJPEDS-IAES
Multi level inverters are widely used in high power applications because of
low harmonic distortion. This paper deals with the simulation
and implementation of PV based boost to SEPIC converter with multilevel
inverter. The output of PV system is stepped up using boost to sepic
converter and it is converted into AC using a multilevel inverter.
The simulation and experimental results with the R load is presented in this
paper. The FFT analysis is done and the THD values are compared. Boost to
SEPIC converter is proposed to step up the voltage to the required value. The
experimental results are compared with the simulation results. The results
indicate that nine level inverter system has better performance than seven
level inverter system.
Transformer Less Voltage Quadrupler Based DC-DC Converter with Coupled Induct...IJPEDS-IAES
In this paper a voltage quadrupler dc-dc converter with coupled inductor
and π filter is presented. The use of the coupled inductor reduces the high
leakage inductance which is present in a transformer enabled converter.
The output ripples in the converter is reduced by providing a π filter.
The interleaved voltage quadrupler is used in this system in order to boost the
output voltage. The voltage multiplier improves the output voltage gain.
The main advantage of this system is more voltage gain when compared with
the transformer eneabled circuit and the overall efficiency of the system is
improved. The circuit is simple to control. As a final point of this research,
the simulation and the hardware investigational results are presented to
demonstrate the effectiveness of this proposed converter.
IRAMY Inverter Control for Solar Electric VehicleIJPEDS-IAES
Solar Electric Vehicles (SEV) are considered the future vehicles to solve the issues of air pollution, global warming, and the rapid decreases of the petroleum resources facing the current transportation technology. However, SEV are still facing important technical obstacles to overcome. They include batteries energy storage capacity, charging times, efficiency of the solar panels and electrical propulsion systems. Solving any of those problems and electric vehicles will compete-complement the internal combustion engines vehicles. In the present work, we propose an electrical propulsion system based on three phase induction motor in order to obtain the desired speed and torque with less power loss. Because of the need to lightweight nature, small volume, low cost, less maintenance and high efficiency system, a three phase squirrel cage induction motor (IM) is selected in the electrical propulsion system. The IM is fed from three phase inverter operated by a constant V/F control method and Space Vector Pulse Width Modulation (SVPWM) algorithm. The proposed control strategy has been implemented on the texas instruments TM320F2812 Digital Signal Processor (DSP) to generate SVPWM signal needed to trigger the gates of IGBT based inverter. The inverter used in this work is a three phase inverter IRAMY20UP60B type. The experimental results show the ability of the proposed control strategy to generate a three-phase sine wave signal with desired frequency. The proposed control strategy is experimented on a locally manufactured EV prototype. The results show that the EV prototype can be propelled to speed up to 60km/h under different road conditions.
Design and Implementation of Single Phase AC-DC Buck-Boost Converter for Powe...IJPEDS-IAES
This paper discusses the Power Factor Correction (PFC) for single phase AC-DC Buck-Boost Converter (BBC) operated in Continuous Conduction Mode (CCM) using inductor average current mode control. The proposed control technique employs Proportional-Integral (PI) controller in the outer voltage loop and the Inductor Average Current Mode Control (IACMC) in the inner current loop for PFC BBC. The IACMC has advantages such as robustness when there are large variations in line voltage and output load. The PI controller is developed by using state space average model of BBC. The simulation of the proposed system with its control circuit is implemented in MatLab/Simulink. The simulation results show a nearly unity power factor can be attained and there is almost no change in power factor when the line frequency is at various ranges. Experimental results are provided to show its validity and feasibility.
Improvement of Wind farm with PMSG using STATCOMIJPEDS-IAES
This paper studies about the dynamic performance of the Permanent Magnet Synchronous Generator with Static Synchronous Compensator (STATCOM) for Wind farm integration. A whole dynamic model of wind energy conversion system (WECS) with PMSG and STATCOM are established in a MATLAB environment. With this model the dynamic behaviour of the generator and the overall system has been studied to determine the performance of them with and without STATCOM. Final results portrays that the WECS based PMSG with STATCOM improves the transient response of the wind farm when the system is in fault.
Modeling and Control of a Doubly-Fed Induction Generator for Wind Turbine-Gen...IJPEDS-IAES
This paper presents a vector control direct (FOC) of double fed induction generator intended to control the generated stator powers. This device is intended to be implemented in a variable-speed wind-energy conversion system connected to the grid. In order to control the active and reactive power exchanged between the machine stator and the grid, the rotor is fed by a bi-directional converter. The DFIG is controlled by standard relay controllers. Details of the control strategy and system simulation were performed using Simulink and the results are presented in this here to show the effectiveness of the proposed control strategy.
A Review on Design and Development of high Reliable Hybrid Energy Systems wit...IJPEDS-IAES
Hybrid Energy system is a combination of two or more different types of energy resources. Now a day this hybrid energy system plays key role in various remote area power applications. Hybrid energy system is more reliable than single energy system. This paper deals with high reliable hybrid energy system with solar, wind and micro hydro resources. The proposed hybrid system cable of multi mode operation and high reliable due to non communicated based controllers (Droop Characteristic Control) are used for optimal power sharing. Size of battery can be reduced because hydro used as back up source and Maximum power point Tracking also applied to solar and wind energy systems.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
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Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
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optimise switching waveform and are well suited for hardware implementation [8], [9]. In SVPWM methods, a
revolving reference voltage vector is provided as voltage reference as a replacement of three phase
modulating waves. The magnitude and frequency of the fundamental component in the line side are
controlled by the magnitude and frequency, respectively, of the reference vector. The study of SVPWM
reveals that utilizes DC bus voltage more effectively when compared with SPWM. SVPWM and THIPWM
can obviously reduce the current harmonic component, comparing with SPWM; the voltage utilization can be
raised by 15.5% [10]. SVPWM is probably the best among all the PWM techniques for variable frequency
drive application [11]. Because of its superior performance characteristics, it has been finding widespread
application in recent year [12]. These three different PWM techniques are discussed and analyzed the
performance.
2. GENERAL THEORY OF DIFFERENT PULSE-WIDTH MODULATION TECHNIQUES
2.1. Basic Principle of Sinusoidal Pulse width Modulation
Sine pulse width modulation is the simplest PWM technique and is very popular in industrial
applications. A low frequency sine waveform of desired frequency is compared with the high frequency
carrier triangular wave. When the instantaneous value of the triangle wave is lesser than that of the sine
wave, the PWM output signal is in high level (1). Otherwise it is turned into the low level (0). The level
switching edge is produced at every moment of the sine wave intersects with the triangular wave. The ratio of
modulating signal amplitude and carrier signal amplitude is called modulation index that controls the
amplitude of the applied output voltage. Thus the different tripping positions result in variable duty cycle of
the output waveform. The pulses so producedare given to the inverter controls.
2.2. Basic Principle of Third-harmonic-injection Pulse width Modulation
The sinusoidal PWM is unable to fully utilize the DC bus supply voltage and THD is also higher.
So, the third harmonic injection pulse width modulation (THIPWM) technique was developed to increase the
inverter performance. Phuong Hue Tran [8] consider a waveform comprising of a fundamental component
with the accumulation of a triple-frequency term,
sin sin 3 (1)
Where and A is a parameter to be optimized while keeping the maximum amplitude of y (t) under
unity. Solving equation (1), the required waveform is:
sin 1/6 sin 3 (2)
All triple harmonics pass through zero at these values of . If we substitute the values of /3
in (2), then we have a maximum amplitude of = √3/2 at these angles.
It is probable to increase the amplitude of the modulating waveform by a factor of K so that the full
output voltage range of the inverter is again used. If the modulating waveform is expressed as:
sin 1/6 sin 3 (3)
The vital factor, K for a peak value of unity should satisfy the limit.
2/√3 (4)
Injecting one sixth of the third harmonic component to the fundamental component gives the
following modulating waveforms for the three-phase:
2/√3 sin 1/6 sin 3 (5)
2/√3 sin 1/6 sin 3 (6)
2/√3 sin 1/6 sin 3 (7)
The generating PWM technique is the same as SPWM.
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2.3. Basic Principle of Space Vector Pulse width Modulation
Space Vector PWM is a special switching scheme of the six power transistors of a three phase
power converter. A three-phase voltage source PWM inverter model is shown in Figure 1. S1 to S6 are the
six power switches of the inverter that shape the output waveform. When an upper transistor is switched on,
i.e. S1, S3 or S5 is 1, the corresponding lower transistor is switched off, i.e. S2, S4 or S6 is 0. Hence, the on
and off states of the upper transistors S1, S3 and S5 can be used to control the output waveform [12].
Figure 1. Three-phase voltage source PWM Inverter
The relationship between the switching variable and the line-to-line voltage vector
is given as follows:
1 1 0
0 1 1
1 0 1
(8)
The relationship between the switching variable and the phase voltage vector is
calculated from the following equation:
2 1 1
1 2 1
1 1 2
(9)
For each switching combination a voltage space vector can be constructed using below equation:
∗
(10)
According to equations stated above the eight switching vectors, output line to neutral voltage and
line-to-line voltages in terms of DC-link V0 to V7 are given in Table 1.
Table 1. Switching Vectors, Phase Voltages and Output Line to Line Voltages in terms of Vdc
Voltage
Vectors
Switching vectors Line to neutral voltages Line to line voltages
A B C Van Vbn Vcn Vab Vbc Vca
V0 0 0 0 0 0 0 0 0 0
V1 1 0 0 2/3 -1/3 -1/3 1 0 -1
V2 1 1 0 1/3 1/3 -2/3 0 1 -1
V3 0 1 0 -1/3 2/3 -1/3 -1 1 0
V4 0 1 1 -2/3 1/3 1/3 -1 0 1
V5 0 0 1 -1/3 -1/3 2/3 0 -1 1
V6 1 0 1 1/3 -2/3 1/3 1 -1 0
V7 1 1 1 0 0 0 0 0 0
The switching diagram shown in Figure 2 is achieved when these space vectors are plotted on a set
of real and imaginary axes. The switching space vectors divide the axes into 6 equally sized sectors. The two
null vectors V7 (000) and V8 (111) are located at the origin. The objective of SVPWM is to estimate a
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reference space vector V somewhere within the transcribed circle using a combination of the eight switching
vectors.
Figure 2. Determination of the switching sequences in the three phase inverter
In this modulation technique the three phase quantities can be transformed to their equivalent two-
phase quantity either in synchronously rotating frame (or) stationary frame by Clarke equation. The
transformation of two phase quantity is represented as [13]:
1
0
√ √
(11)
From these two-phase components, the reference vector magnitude can be found and used for
modulating the inverter output. The magnitude of the reference voltage vector is:
. (12)
Where Mi is the modulation index. The angle, is defined in trigonometric function as:
tan (13)
The operation sector number, for any given reference vector, is given by [14]:
/
1 (14)
The dwelling time can be evaluated using the equations [12]:
√
(15)
√
(16)
(17)
Where Ts is the switching period and Vdc is the inverter input voltage. Calculation of switching time for
each sector is shown in table 2.2
3. MODELING OF CONTROL TECHNIQUES
The switching signal generation model for SPWM, THIPWM and SVPWM are shown in Figure 3, 4
and 5 respectively. The switching delays and the forward drop of the power switches and the dead time of the
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inverter are all ignored in these modeling. My proposed H-Bridge inverter topology requires six switching
devices, single DC source of 220V; three phase RL-load of 50Ω and 20mH in each phase. The fundamental
frequency is 50Hz .
Table 2. Switching Time Calculation at Each Sector
Sector
Switching
Time
Upper switches (S1, S3, S5) Lower Switches (S2, S4, S6)
1
Ta
Tb
Tc
T1+T2+T0/2
T2+T0/2
T0/2
T0/2
T1+T0/2
T1+T2+T0/2
2
Ta
Tb
Tc
T1+T0/2
T1+T2+T0/2
T0/2
T2+T0/2
T0/2
T1+T2+T0/2
3
Ta
Tb
Tc
T0/2
T1+T2+T0/2
T2+T0/2
T1+T2+T0/2
T0/2
T1+T0/2
4
Ta
Tb
Tc
T0/2
T1+T0/2
T1+T2+T0/2
T1+T2+T0/2
T2+T0/2
T0/2
5
Ta
Tb
Tc
T2+T0/2
T0/2
T1+T2+T0/2
T1+T0/2
T1+T2+T0/2
T0/2
6
Ta
Tb
Tc
T1+T2+T0/2
T0/2
T1+T0/2
T0/2
T1+T2+T0/2
T2+T0/2
Figure 3. Switching signal generation model for
SPWM
Figure 4. Switching signal generation model for
THIPWM
Figure 5. Switching signal generation model for SVPWM
4. RESULT AND DISCUSSION
Three-Phase modulating signals are generated which are displaced from each other for SPWM,
THIPWM and SVPWM are shown in Figure 6, 7 and 8 respectively. Their three phase output current
waveforms are shown in Figure 9, 10 and 11 respectively. THD measurement of the corresponding three
phase output currentsare shown in Figure 12, 13 and 14 respectively where the switching frequency is fixed
to 4KHz. THIPWM shows the reduced THD by 6.67% compared to SPWM and hence THIPWM is better
than SPWM. SVPWM shows the reduced THD by 0.18% compared to THIPWM and hence SVPWM is
better than THIPWM. The output line-line voltages are shown in Figure 15, 16 and 17 respectively. THD
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measurement of the corresponding output line-line voltagesare shown in Figure 18, 19 and 20 respectively.
SVPWM shows the reduced THD by 16.4% than SPWM and 18.51% than THIPWM. Hence SVPWM shows
the better performance i.e better quality of output waveform than any others.
Figure 6. Three phase modulating signal for SPWM Figure 7. Three phase modulating signal for
THIPWM
Figure 8. Three phase modulating signal for SVPWM
Figure 9. Three phase output current for SPWM Figure 10. Three phase output current for THIPWM
Figure 11. Three phase output current for SVPWM
0 500 1000 1500 2000
-1
-0.5
0
0.5
1
Time (ms)
Voltage(V)
0 0.5 1 1.5 2
-1
-0.5
0
0.5
1
Time (s)
Voltage(V)
0 0.5 1 1.5 2
-1
-0.5
0
0.5
1
Time (s)
Voltage(V)
0 500 1000 1500 2000
-2
-1
0
1
2
Time (ms)
Current(A)
0 0.5 1 1.5 2
-2
-1
0
1
2
Current(A)
Time (s)
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Figure 12. Current THD measurement for SPWM Figure 13. Current THD measurement for THIPWM
Figure 14. Current THD measurement for SVPWM
Figure 15. Output Line-Line voltage for SPWM Figure 16. Output Line-Line voltage for THIPWM
Figure 17. Output Line-Line voltage for SVPWM
0 500 1000 1500 2000
-200
-100
0
100
200
Time (ms)
Voltage(V)
0 0.5 1 1.5 2
-200
-100
0
100
200
Time (s)
Voltage(V)
0 0.5 1 1.5 2
-200
-100
0
100
200
Time (s)
Voltage(V)
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Figure 18. Voltage THD measurement for SPWM Figure 19. Voltage THD measurement for THIPWM
Figure 20. Voltage THD measurement for SVPWM
In this section, output performance is analized in terms of modulation indices, switching frequencies
and inverter input voltage. Variation of THD with modulation indices are shown in Figure 21 and 22. The
current THD is continuously decreased up to modulation index 1 for SPWM but it shows increasing nature
exceeding modulation index 1. Hence, SPWM is not suitable in over modulation region. THIPWM and
SVPWM both show better THD compared to SPWM. The THD is continuously decreased up to
modulationindex 1.15 for SVPWM and it shows the lowest THD than others. Hence SVPWM can run in over
modulation region but over modulation is limited up to modulation index 1.15 because THD increases
exceeding modulation index 1.15.Variations of THDs with switching frequencies are shown in Figure 23 and
24. The THD is continuously decreased up to switching frequency 4KHz for SPWM and it shows unexpected
results exceeding 4KHz. Hence, SPWM is not capable in high switching application. THIPWM and SVPWM
both show continuous reduction of THD up to 15KHz but they show increasing behavior exceeding 15KHz.
Hence, they are applicable up to 15KHz. Variation of THDs with inverter input voltages are shown in Figure
25 and 26. THD remains constant with the variation of inverter input voltage for SPWM and THIPWM. The
current THD is continuously decreased up to 220V but increased exceeding this value and voltage THD is
proportional to input voltage for SVPWM. Hence, the optimized modulation index is 1.15, optimized
switching frequency is 15KHz and optimized inverter input voltage is 220V.
Figure 21. Variation of Current THD with MI Figure 22. Variation of Voltage THD with MI
0.6 0.8 1.0 1.2 1.4
0
2
4
6
8
10
12
14
16
18
20
THD(%)
Modulation Index
SPWM
THIPWM
SVPWM
0.6 0.8 1.0 1.2 1.4
40
50
60
70
80
90
100
110
120
THD(%)
Modulation Index
SPWM
THIPWM
SVPWM
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Figure 23. Variation of Current THD with Switching
Frequency
Figure 24. Variation of Voltage THD with Switching
Frequency
Figure 25. Variation of Current THD with Input
Voltage
Figure 26. Variation of Voltage THD with Input
Voltage
5. CONCLUSION
In this paper, the comparative analysis of SPWM, THIPWM and SVPWM for a three phase voltage
source inverter is performed and their performance has been presented in terms of modulation index,
switching frequency and inverter input voltage. From the simulation results, SPWM cannot capable in over
modulation region and in high switching frequency application. THIPWM and SVPWM both show better
THD up to 15KHz. THD remains constant with the variation of inverter input voltage for SPWM and
THIPWM. The current THD is continuously decreased up to 220V and voltage THD is proportional to input
voltage for SVPWM. It can be concluded that SVPWM gives enhanced fundamental output with better
quality i.e. lesser THD compared than others.
ACKNOWLEDGEMENTS
This work is supported by power electronics and drive laboratory, Faculty of Electrical engineering
(FKE), Universiti Teknikal Malaysia Melaka. We would like to thank all the research students of the
Laboratory for helping us in solving many critical problems.
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BIOGRAPHIES OF AUTHORS
Dr. Zulkifilie Bin Ibrahim received B. Sc. in Electrical Engineering from Universiti Teknologi
Malaysia in 1989 and PhD Degree from Liverpool John Moores University, UK, in 1999. Since
1990, he has been with the Standards and Industrial Research Institute (SIRIM Berhad),
Selangor, Malaysia. Currently he is working as Dean and an Associate Professor in Universiti
Teknikal Malaysia Melaka. His current research interests include motor control, embedded
system design, fuzzy logic control, biometrics applications and power electronics and drive
control.
Md. Liton Hossain was born in Bangladesh, in 1989. He received Bachelor of Science in
Electrical and Electronic Engineering in 2012 from Khulna University of Engineering &
Technology, Bangladesh. He is currently working as a post graduate student in Faculty of
Electrical Engineering of Universiti Teknikal Malaysia Melaka. His current research interests
include power electronics and solar cell.
Dr. Ismadi Bin Bugis received B. Sc. in Electrical Power Engineering from North Sumatra
University, Medan, Indonesia. He received M. Sc. in Power Electronic and Machine Drive from
the Department of Electrical and Electronic Engineering and PhD in Power System Stability
from Power Research Group of University of Strathclyde, Glasgow, UK. Currently he is
working as an Associate Professor in Universiti Teknikal Malaysia Melaka. His current research
interests Power Electronic and Power System.
Nik Munaji Nik Mahadi received the Bachelor of Science in Electrical Engineering (Control,
Instrumentation & Automation) from Universiti Teknikal Malaysia Melaka in 2012 where
currently he is doing research toward the Master of Science in Electrical Engineering. His
research interests are in control system design and motor drive.
Ahmad Shukri Abu Hasim received his Diploma, B.S. and M.S. in Electrical Engineering
majoring in Power from the Universiti Teknologi Mara, Shah Alam, Malaysia, in 2000, 2004 and
2008, respectively. He is a Lecturer at the Universiti PertahananNasional, Kuala Lumpur,
Malaysia, and is currently pursuing his Ph.D. at the Universiti Teknikal Malaysia Melaka
(UTeM), Durian Tunggal, Melaka, Malaysia. His current research interests include power
electronic and drive systems.