SlideShare a Scribd company logo
1 of 10
Download to read offline
International Journal of Engineering Research and Development
e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com
Volume 10, Issue 4 (April 2014), PP.94-103
94
Simulation of PWM inverter for VFD application Using
MATLAB
1
Krupa Gandhi, K.L.Mokariya2
, Deepa Karvat3
1
M.E.(electrical)Parul Institute of Engg.-Baroda.
2
Asst. Prof, Dr S & SS Gandhi, Government Engg. College-Surat.
3
Asst. Prof, Parul Institute of Engg.-Baroda.
Abstract:- In this paper, at first, operating principle of variable frequency drive is explained. Different
components of VFD are explained. Suitability of VFD for different types of load is also explained. Concept of
PWM inverter for VFD is explained and analysis of PWM inverter for VFD is done.
Keywords:- Operating principle of VFD; PWM; Modulation Index; Carrier Frequency; variable torue load.
I. INTRODUCTION
The speed of the motor can be changed by various methods such as changing poles, controlling
voltage, connecting resistance in rotor circuit etc., but most efficient method is changing the supply frequency
and voltage to the motor. The variable frequency drive (VFD) varies the frequency and hence varies the speed of
the motor as per the requirements of the load. Speed control of AC/DC motors can be achieved by the variable
speed drive (VSD) unit. DC drives are used for special applications such as few low-speed, low-to-medium
power applications because of problems with mechanical commutation and expensive at large size. Usually AC
drives especially squirrel cage induction motor is widely used due to its rugged construction, easy installation
and maintenance, higher efficiency and low cost.
II. OPERATING PRINCIPLE
Fig 1 Power conversion unit for VFD
Fig 1 shows the power conversion unit in PWM drive. In this type of drive, a diode bridge rectifier
provides the intermediate DC circuit voltage. in the intermediate DC circuit, Dc voltage is filtered in low pass
filter. Output voltage and frequency controlled electronically by controlling the width of pulses of voltage to
motor.
The variable frequency drive (VFD) converts the supply frequency and voltage to the required
frequency and voltage to drive a motor. Hence, VFD converts the supply frequency and voltage to the frequency
and voltage required to drive a motor at a desired speed other than its rated speed.
The synchronous speed of an induction motor is given by the equation as:
p
f
Ns
120

The gap between synchronous speed and running speed is called the slip.
100% 


Ns
NNs
S
Running speed, N = Ns (1-S)
Simulation of PWM inverter for VFD application Using MATLAB
95
=  S
p
f
1
120
So, .fN
Thus the running speed of induction is directly proportional to the supply frequency. If the frequency
changes the actual running speed of motor also changes. VFD controls the frequency from supply and it is
adjusted to the present requirement.
The basic functions of variable speed drive are to control the frequency of the supply to the motor and
power transfer efficiently from supply mains to the motor drive.
III. COMPONENTS OF VFD
The variable speed drive consists of rectifier, inverter and control components.
A.Rectifier: A full-wave, solid-state rectifier converts three-phase 50 Hz power from a standard 220, 440 or
higher utility supply to either fixed or adjustable DC voltage. The system may include transformers if higher
supply voltages are used.
Figure 1 Rectifier Circuit
B.Inverter: Electronic switches - power transistors or thyristors - switch the rectified DC on and off, and
produce a current or voltage waveform at the desired new frequency. The amount of distortion depends on the
design of the inverter and filter.
Figure 2 Inverter Circuit
C.Control system: An electronic circuit receives feedback information from the driven motor and
adjusts the output voltage or frequency to the selected values. Usually the output voltage is regulated to produce
a constant ratio of voltage to frequency (V/Hz). Controllers may incorporate many complex control functions.
Simulation of PWM inverter for VFD application Using MATLAB
96
Figure 3 VFD System
Converting DC to variable frequency AC is accomplished using an inverter. Most currently available
inverters use pulse width modulation (PWM) because the output current waveform closely approximates a sine
wave. Power semiconductors switch DC voltage at high speed, producing a series of short-duration pulses of
constant amplitude. Output voltage is varied by changing the width and polarity of the switched pulses. Output
frequency is adjusted by changing the switching cycle time. The resulting current in an inductive motor
simulates a sine wave of the desired output frequency (see Figure below). The high-speed switching of a PWM
inverter results in less waveform distortion and, therefore, lower harmonic losses.
Figure 4 Pulse width modulations
D.Charging Resistor
The charging resistor is included in the DC bus to provide current limiting during the initial power up
stages of the VFD. When a fully discharged VFD is switched on to the power supply, the capacitors on the DC
bus are seen by the power supply as a very low impedance load. If the design does not include a charging
resistor, the current surge magnitude would be so high that the input bridge can be damaged, or require up-rating
far beyond that required for normal running.
Figure 5 VFD Construction
Simulation of PWM inverter for VFD application Using MATLAB
97
E.AC Line Choke
The AC Line choke design provides some smoothing on the DC bus and reduces the amount of ripple
current that must be tolerated by the main capacitors. This has an effect of extending the life of these
components. The choke provides a limiting function to the magnitude of the DC bus current during normal
operation. These results in an improved overall power factor of the VFD and reduced harmonic currents flowing
in the power distribution network.
F. VFD Voltage to Frequency Ratio
When connected to a VFD, motor speed is no longer fixed by supply frequency, since the VFD can
vary its output frequency. Under perfect conditions, at zero speed the terminal voltage would also be zero.
Obviously if this was the case then the motor would produce zero torque and in many cases this would be
unacceptable. Also at very low speeds the motor winding appears more like a resistive load than an inductive
load. To overcome this problem with a general purpose VFD, a degree of fixed voltage boost is applied at zero
speed. As the motor accelerates, a proportion of fixed boost is replaced by normal V/F ratio until, at some speed
above zero, governed by the amount of fixed boost applied, all boost is replaced by the normal V/F ratio. If an
excessive amount of fixed boost is applied, the motor can become overheated due to over fluxing.
Figure .6 VFD Voltages to Frequency Ratio
IV. SELECTION OF VARIABLE SPEED DRIVE
Type of Load
It is very important to know the type and characteristics of the load that is driven by the motor before
selecting the variable speed drive.
A. For constant Torque Load
Figure 7 Constant Torque Load
A constant torque load is characterized as one in which the torque is constant regardless of speed. As a
result the horsepower requirement is directly proportional to the operating speed of the application and varied
directly with speed. Since torque is not a function of speed, it remains constant while the horsepower and speed
vary proportionately. Typical examples of constant torque applications include: Conveyors, Extruders, Mixers,
Simulation of PWM inverter for VFD application Using MATLAB
98
Positive displacement pumps and compressors. Some of the advantages VFDs offer in constant torque
applications include precise speed control and starting and stopping with controlled acceleration/deceleration.
B. For constant Horsepower load
Figure .8 Constant Horsepower Load
The second type of load characteristic is constant power. In these applications the torque requirement
varies inversely with speed. As the torque increases the speed must decrease to have a constant horsepower load.
The relationship can be written as:
Power = speed x torque x constan
Examples of this type of load would be a lathe or drilling and milling machines where heavy cuts are
made at low speed and light cuts are made at high speed. These applications do not offer energy savings at
reduced speeds.
C. For variable torque load
Figure 9 Variable Torque Load
The third type of load characteristic is a variable torque load. Examples include centrifugal fans,
blowers and pumps. The use of a VFD with a variable torque load may return significant energy savings.
In these applications:
• Torque varies directly with speed squared
• Power varies directly with speed cubed
This means that at half speed, the horsepower required is approximately one eighth of rated maximum.
Simulation of PWM inverter for VFD application Using MATLAB
99
V. CONCEPT OF PWM FOR VFD.
Fig 10 PWM Signal Generation
Above figure shows the concept of PWM for VFD,PWM techniques require switching the inverter
power device (transistor and IGBT) on and off many times in order to generate the proper RMS voltage levels.
This switching scheme requires more complex regulator then the VVI. With the use of a
microprocessor, these complex regulation functions are effectively handled. Combining a triangular wave and
sine wave produces output voltage waveform. The triangular signal is the carrier or switching frequency of
inverter. The modulation generator produces a sine wave signals that determines the width of pulses, and
therefore the RMS voltage output of inverter.
Ac drives that use a PWM types schemes have varying level of performance based on control algorithms.
There are four basics types of control for AC drive today. These are volts per hertz, sensor less vector
control, flux vector control and field oriented control.
1. V/Hz control is basic control method, providing a variable frequency drive application like pump and
fan. It provide fair speed and torque control, at a reasonable cost.
2. Sensorless vector control provides better speed regulation and ability to produce high starting torque.
3. Flux vector control provides more precise speed and torque with dynamic response.
4. Field oriented control drive provides best speed and torque control available for AC motor. It provides
DC performance for AC motors and is well suited for typical DC application.
VI. ANALYSIS OF PWM INVERTER USING VFD
Fig 11 Analysis of PWM Inverter Using VFD
Simulation of PWM inverter for VFD application Using MATLAB
100
Above fig shows a usefulness of MATLAB to illustrate pulse width modulation technique for inverter
application used for VFD application. In this matlab simulation we have use discrete 3-phase PWM generator,
the discrete 3-phase PWM generator blocks generates pulses for carrier base PWM converters. The block is used
to fire the IGBT of 2 level or 3 level converters. Using a single bridge or two bridge connected in twin
configuration vector its output of P1 & P2 either 6 pulses(2 level) or 12 pulses (3 level).
In our case we have use output P1 when operating in single bridge configuration for 6-pulses.
Carrier frequency= 900 Hz.
Modulation Index=0.9.
Table 1.1 Design Values for Proposed Matlab Mode Table 1.2 Design Values for Asynchronous Machine
Sr no Parameter Value
1 Stator resistance and
inductance
1.405Ω ,
0.005839H
2 Rotor resistance and
inductance
1.395Ω,
0.005839H
3 Mutual inductance 0.1722 Ω
4 Inertia 0.0131kg-𝒎 𝟐
5 Friction factor 0.002985
6 Poles pair 2
7 Initial condition 1 0 0 0 0 0 0 0
Above table shows design values for motor parameters used in inverter application for proposed
variable frequency drive.
SR NO MODULATION INDEX VOLTAGE
1 0.1 240
2 0.2 300
3 0.3 310
4 0.4 330
5 0.5 370
6 0.6 400
7 0.7 442
8 0.8 470
9 0.9 480
Table 1.3 Effect of Modulation Index on Voltage
Above table show that when modulation Index increaes rms voltage will increse in the block of discrete
3-phase pwm generator and waveform also shown.
Table 1.4 Effect of Frequency on speed
Above table show that when frequency increaes speed will increse in the block of discrete 3-phase
pwm generator and waveform also shown.
Power 5.4 Hp
Voltage 400v
Frequency 50 Hz
Synchronous speed 1430 rpm
Snubber resistance and
capacitance
1e5,inf
Inverter IGBT
Rectifier Thyristor bridge
Inductance(dc link) 200e-6
Capacitance(dc link) 5000e-6
SR NO FREQUENCY SPEED
1 5 270
2 10 350
3 15 458
4 20 636
5 30 887
6 35 955
7 40 1242
8 45 1273
9 50 1433
Simulation of PWM inverter for VFD application Using MATLAB
101
VII .WAVEFORM ANALYSIS
Fig 12 voltage waveform for Modulation Index 0.9
Fig 13 voltage waveform for Modulation Index 0.1
Above waveform of fig 12 & 13 shows that when modulation index increases rms voltage will increase.
Fig 14 speed waveform for frequency at 25 Hz
Fig 15 speed waveform for frequency at 50 Hz
Simulation of PWM inverter for VFD application Using MATLAB
102
Above waveform of fig 14 & 15 shows that when frequency increases speed will increase.
Fig 16 waveform of voltage, speed, current and torque.
Above fig shows the waveform of voltage, speed, current and torque of variable frequency drive.
Fig 17 THD of current waveform
Fig 18 THD of voltage waveform
Simulation of PWM inverter for VFD application Using MATLAB
103
Fig 19 voltage waveform
VIII. CONCLUSION
In this paper 6 pulse PWM inverter is studied for induction motor which is used for variable frequency
drives. The voltage is increase by increasing modulation index and speed also increase when frequency will
increase. The effect on stator voltage; current, speed and torque is studied. Due to inherent control from inverter
itself using pwm techniques voltage is sinusoidal so harmonics are eliminated without using any sought of filter
circuit for suppressing harmonics and it will be advantageous when these pwm techniques is used for high rating
drives where cost of filter is not justified.
REFERENCES
[1]. “ANALYSIS OF VARIABLE FREQUENCY THREE PHASE INDUCTION MOTOR DRIVE” Thida
Win, Nang Sabai, and Hnin Nandar Maung. World Academy of Science, Engineering and Technology
18 2008.
[2]. “ENERGY EFFICIENT INDUSTRIAL MOTORS” Gajendra Singh, N K Sharma, P Tiwari,
International Journal of Engineering Science and Technology Vol. 2(12), 2010.
[3]. “Energy use, energy savings and emission analysis in the Malaysian rubber producing industries” , R.
Saidur a,, S. Mekhilef ,–applied energy Elsevier journal, 2010.
[4]. “ENERGY AUDIT IN INDUSTRY-A CASE STUDY OF CENTRIFUGAL PUMPS” R.M. Holmukhe
& K.D.Deshpande, i-COST Electronics & communication proceedings 13-15 jan-2011.
[5]. “ VARIABLE FREQUENCY DRIVE” Jigar N. Mistry , Hetal D. Solanki, Tejas M. Vala Research
Expo International Multidisciplinary Research Journal Volume – II , Issue – III September – 2012.
[6]. “RESEARCH TO STUDY VARIABLE FREQUENCY DRIVE AND IT’S ENERGY SAVINGS.”
Tamal Aditya International Journal of Science and Research (IJSR), India Online ISSN: 2319-
7064Volume 2 Issue 6, June 2013.
[7]. BOOK “Energy efficiency in electrical system in volume-II by V.K.Gaudani.

More Related Content

What's hot

Design and Implementation of an Interface Circuit for DC Motor Speed Control ...
Design and Implementation of an Interface Circuit for DC Motor Speed Control ...Design and Implementation of an Interface Circuit for DC Motor Speed Control ...
Design and Implementation of an Interface Circuit for DC Motor Speed Control ...Firas Mohammed Ali Al-Raie
 
Vf controlo of 3 phase induction motor using space vector modulation
Vf controlo of 3   phase induction motor using space vector modulationVf controlo of 3   phase induction motor using space vector modulation
Vf controlo of 3 phase induction motor using space vector modulationchino_749
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...IJERD Editor
 
Small Signal Modeling Of Controller For Statcom Used In Distribution System F...
Small Signal Modeling Of Controller For Statcom Used In Distribution System F...Small Signal Modeling Of Controller For Statcom Used In Distribution System F...
Small Signal Modeling Of Controller For Statcom Used In Distribution System F...IJERA Editor
 
Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...
Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...
Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...IJPEDS-IAES
 
Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...
Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...
Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...SHAHRUKH ALAM
 
analysis of induction motor drive using slip power recovery scheme
analysis of induction motor drive using slip power recovery schemeanalysis of induction motor drive using slip power recovery scheme
analysis of induction motor drive using slip power recovery schemePrakash_13209
 
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...AI Publications
 
Commutation torque ripple in bldc by sepic and npc
Commutation torque ripple in bldc by sepic and npcCommutation torque ripple in bldc by sepic and npc
Commutation torque ripple in bldc by sepic and npcKollimarla Pavankumar
 
Performance of the dpfc before and during series converter failure
Performance of the dpfc before and during series converter failurePerformance of the dpfc before and during series converter failure
Performance of the dpfc before and during series converter failureIAEME Publication
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEIJERD Editor
 
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...Evolve the Controller for Static Synchronous Series Compensator Based on Cont...
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...IJPEDS-IAES
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)ijceronline
 
International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES)International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES)irjes
 

What's hot (20)

pwm for speed control
pwm for speed controlpwm for speed control
pwm for speed control
 
Performance Analysis of Modified SVPWM Strategies for Three Phase Cascaded Mu...
Performance Analysis of Modified SVPWM Strategies for Three Phase Cascaded Mu...Performance Analysis of Modified SVPWM Strategies for Three Phase Cascaded Mu...
Performance Analysis of Modified SVPWM Strategies for Three Phase Cascaded Mu...
 
Fi3110651072
Fi3110651072Fi3110651072
Fi3110651072
 
Design and Implementation of an Interface Circuit for DC Motor Speed Control ...
Design and Implementation of an Interface Circuit for DC Motor Speed Control ...Design and Implementation of an Interface Circuit for DC Motor Speed Control ...
Design and Implementation of an Interface Circuit for DC Motor Speed Control ...
 
Vf controlo of 3 phase induction motor using space vector modulation
Vf controlo of 3   phase induction motor using space vector modulationVf controlo of 3   phase induction motor using space vector modulation
Vf controlo of 3 phase induction motor using space vector modulation
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
 
Small Signal Modeling Of Controller For Statcom Used In Distribution System F...
Small Signal Modeling Of Controller For Statcom Used In Distribution System F...Small Signal Modeling Of Controller For Statcom Used In Distribution System F...
Small Signal Modeling Of Controller For Statcom Used In Distribution System F...
 
Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...
Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...
Electrical Discharge Machining Flyback Converter using UC3842 Current Mode PW...
 
Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...
Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...
Design of Highly Reliable and Efficient Next Generation Power Converters(Tran...
 
Chapter 6 edit
Chapter 6 editChapter 6 edit
Chapter 6 edit
 
analysis of induction motor drive using slip power recovery scheme
analysis of induction motor drive using slip power recovery schemeanalysis of induction motor drive using slip power recovery scheme
analysis of induction motor drive using slip power recovery scheme
 
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...
Torque Ripple Minimization of a BLDC Motor Drive by Using Electronic Commutat...
 
Commutation torque ripple in bldc by sepic and npc
Commutation torque ripple in bldc by sepic and npcCommutation torque ripple in bldc by sepic and npc
Commutation torque ripple in bldc by sepic and npc
 
Performance of the dpfc before and during series converter failure
Performance of the dpfc before and during series converter failurePerformance of the dpfc before and during series converter failure
Performance of the dpfc before and during series converter failure
 
T34123128
T34123128T34123128
T34123128
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACE
 
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...Evolve the Controller for Static Synchronous Series Compensator Based on Cont...
Evolve the Controller for Static Synchronous Series Compensator Based on Cont...
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
 
Ab34169175
Ab34169175Ab34169175
Ab34169175
 
International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES)International Refereed Journal of Engineering and Science (IRJES)
International Refereed Journal of Engineering and Science (IRJES)
 

Viewers also liked

Kaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka Noponen
Kaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka NoponenKaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka Noponen
Kaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka NoponenSitra / Ekologinen kestävyys
 
Tırnak Yeme Alışkanlığı
Tırnak Yeme  AlışkanlığıTırnak Yeme  Alışkanlığı
Tırnak Yeme AlışkanlığıAlev94
 
Sambutan mendikbud
Sambutan mendikbudSambutan mendikbud
Sambutan mendikbudjatisari3
 
למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה
למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה
למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה Israel Hass
 
εταιρικη κοινωνικη ευθυνη
εταιρικη κοινωνικη ευθυνηεταιρικη κοινωνικη ευθυνη
εταιρικη κοινωνικη ευθυνηjocorporate
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 

Viewers also liked (9)

Kaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka Noponen
Kaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka NoponenKaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka Noponen
Kaupunkityöpaja I 29.4.2014 Jyväskylä: Jukka Noponen
 
Tırnak Yeme Alışkanlığı
Tırnak Yeme  AlışkanlığıTırnak Yeme  Alışkanlığı
Tırnak Yeme Alışkanlığı
 
Sambutan mendikbud
Sambutan mendikbudSambutan mendikbud
Sambutan mendikbud
 
recomendation
recomendationrecomendation
recomendation
 
למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה
למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה
למד בשעתיים את 8 הצעדים הנדרשים לפני רכישת דירה
 
εταιρικη κοινωνικη ευθυνη
εταιρικη κοινωνικη ευθυνηεταιρικη κοινωνικη ευθυνη
εταιρικη κοινωνικη ευθυνη
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
marks wifi survey plan 2.0
marks wifi survey plan 2.0marks wifi survey plan 2.0
marks wifi survey plan 2.0
 
S28C-816092714120
S28C-816092714120S28C-816092714120
S28C-816092714120
 

Similar to International Journal of Engineering Research and Development

Speed control of three phase induction motor
Speed control of three phase induction motorSpeed control of three phase induction motor
Speed control of three phase induction motorsanagowtham
 
speed control of three phase induction motor
speed control of three phase induction motorspeed control of three phase induction motor
speed control of three phase induction motorAshvani Shukla
 
IRJET- Variable Frequency Drive Used in Treadmill
IRJET- Variable Frequency Drive Used in TreadmillIRJET- Variable Frequency Drive Used in Treadmill
IRJET- Variable Frequency Drive Used in TreadmillIRJET Journal
 
Implementation of ac induction motor control using constant vhz principle and...
Implementation of ac induction motor control using constant vhz principle and...Implementation of ac induction motor control using constant vhz principle and...
Implementation of ac induction motor control using constant vhz principle and...eSAT Journals
 
Variable voltage variable frequency drive
Variable voltage variable frequency driveVariable voltage variable frequency drive
Variable voltage variable frequency drivebheemanna angadi
 
PWM inverter fed VFD
PWM inverter fed VFDPWM inverter fed VFD
PWM inverter fed VFDMayank Velani
 
IRJET- Phase Conversion of VFD based Induction Motor
IRJET- Phase Conversion of VFD based Induction MotorIRJET- Phase Conversion of VFD based Induction Motor
IRJET- Phase Conversion of VFD based Induction MotorIRJET Journal
 
Electrical energy issues presented by arshad khan chiniot power limited
Electrical energy issues presented by arshad khan chiniot  power limitedElectrical energy issues presented by arshad khan chiniot  power limited
Electrical energy issues presented by arshad khan chiniot power limitedarshadkhanmarwat
 
Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...
Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...
Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...IOSR Journals
 
Speed control of single phase induction motor with variable frequency voltage...
Speed control of single phase induction motor with variable frequency voltage...Speed control of single phase induction motor with variable frequency voltage...
Speed control of single phase induction motor with variable frequency voltage...SHAHRUKH ALAM
 
Dynamic Modeling of Pump Drive System utilizing Simulink/MATLAB Program
Dynamic Modeling of Pump Drive System utilizing Simulink/MATLAB ProgramDynamic Modeling of Pump Drive System utilizing Simulink/MATLAB Program
Dynamic Modeling of Pump Drive System utilizing Simulink/MATLAB ProgramIRJET Journal
 
DC-link voltage balancing and control of qZ-source inverter fed induction mo...
DC-link voltage balancing and control of qZ-source inverter fed  induction mo...DC-link voltage balancing and control of qZ-source inverter fed  induction mo...
DC-link voltage balancing and control of qZ-source inverter fed induction mo...IJECEIAES
 
Introduction to vfd
Introduction to vfdIntroduction to vfd
Introduction to vfdrrsurani
 
Load Frequency Control of DFIG-isolated and Grid Connected Mode
Load Frequency Control of DFIG-isolated and Grid Connected ModeLoad Frequency Control of DFIG-isolated and Grid Connected Mode
Load Frequency Control of DFIG-isolated and Grid Connected ModeIJAPEJOURNAL
 
three phase induction motor drive
three phase induction motor drivethree phase induction motor drive
three phase induction motor driveRatnesh Verma
 
78201910
7820191078201910
78201910IJRAT
 

Similar to International Journal of Engineering Research and Development (20)

Modelling, Simulation and Performance Analysis of A Variable Frequency Drive...
Modelling, Simulation and Performance Analysis of A Variable  Frequency Drive...Modelling, Simulation and Performance Analysis of A Variable  Frequency Drive...
Modelling, Simulation and Performance Analysis of A Variable Frequency Drive...
 
Speed control of three phase induction motor
Speed control of three phase induction motorSpeed control of three phase induction motor
Speed control of three phase induction motor
 
speed control of three phase induction motor
speed control of three phase induction motorspeed control of three phase induction motor
speed control of three phase induction motor
 
IRJET- Variable Frequency Drive Used in Treadmill
IRJET- Variable Frequency Drive Used in TreadmillIRJET- Variable Frequency Drive Used in Treadmill
IRJET- Variable Frequency Drive Used in Treadmill
 
Implementation of ac induction motor control using constant vhz principle and...
Implementation of ac induction motor control using constant vhz principle and...Implementation of ac induction motor control using constant vhz principle and...
Implementation of ac induction motor control using constant vhz principle and...
 
Bz36459463
Bz36459463Bz36459463
Bz36459463
 
Variable voltage variable frequency drive
Variable voltage variable frequency driveVariable voltage variable frequency drive
Variable voltage variable frequency drive
 
PWM inverter fed VFD
PWM inverter fed VFDPWM inverter fed VFD
PWM inverter fed VFD
 
IRJET- Phase Conversion of VFD based Induction Motor
IRJET- Phase Conversion of VFD based Induction MotorIRJET- Phase Conversion of VFD based Induction Motor
IRJET- Phase Conversion of VFD based Induction Motor
 
Electrical energy issues presented by arshad khan chiniot power limited
Electrical energy issues presented by arshad khan chiniot  power limitedElectrical energy issues presented by arshad khan chiniot  power limited
Electrical energy issues presented by arshad khan chiniot power limited
 
PROJECT SEMINAR
PROJECT SEMINARPROJECT SEMINAR
PROJECT SEMINAR
 
Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...
Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...
Commanding Doubly-Fed Induction Generator (DFIG) to Decouple Active and React...
 
Speed control of single phase induction motor with variable frequency voltage...
Speed control of single phase induction motor with variable frequency voltage...Speed control of single phase induction motor with variable frequency voltage...
Speed control of single phase induction motor with variable frequency voltage...
 
Dynamic Modeling of Pump Drive System utilizing Simulink/MATLAB Program
Dynamic Modeling of Pump Drive System utilizing Simulink/MATLAB ProgramDynamic Modeling of Pump Drive System utilizing Simulink/MATLAB Program
Dynamic Modeling of Pump Drive System utilizing Simulink/MATLAB Program
 
DC-link voltage balancing and control of qZ-source inverter fed induction mo...
DC-link voltage balancing and control of qZ-source inverter fed  induction mo...DC-link voltage balancing and control of qZ-source inverter fed  induction mo...
DC-link voltage balancing and control of qZ-source inverter fed induction mo...
 
Introduction to vfd
Introduction to vfdIntroduction to vfd
Introduction to vfd
 
Load Frequency Control of DFIG-isolated and Grid Connected Mode
Load Frequency Control of DFIG-isolated and Grid Connected ModeLoad Frequency Control of DFIG-isolated and Grid Connected Mode
Load Frequency Control of DFIG-isolated and Grid Connected Mode
 
three phase induction motor drive
three phase induction motor drivethree phase induction motor drive
three phase induction motor drive
 
78201910
7820191078201910
78201910
 
ELEKTRA_new
ELEKTRA_newELEKTRA_new
ELEKTRA_new
 

More from IJERD Editor

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksIJERD Editor
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...IJERD Editor
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’IJERD Editor
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignIJERD Editor
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationIJERD Editor
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRIJERD Editor
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingIJERD Editor
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string valueIJERD Editor
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...IJERD Editor
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeIJERD Editor
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...IJERD Editor
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraIJERD Editor
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...IJERD Editor
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...IJERD Editor
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingIJERD Editor
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...IJERD Editor
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart GridIJERD Editor
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderIJERD Editor
 
Seismic Drift Consideration in soft storied RCC buildings: A Critical Review
Seismic Drift Consideration in soft storied RCC buildings: A Critical ReviewSeismic Drift Consideration in soft storied RCC buildings: A Critical Review
Seismic Drift Consideration in soft storied RCC buildings: A Critical ReviewIJERD Editor
 
Post processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standards
Post processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standardsPost processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standards
Post processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standardsIJERD Editor
 

More from IJERD Editor (20)

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding Design
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and Verification
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive Manufacturing
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string value
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF Dxing
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart Grid
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powder
 
Seismic Drift Consideration in soft storied RCC buildings: A Critical Review
Seismic Drift Consideration in soft storied RCC buildings: A Critical ReviewSeismic Drift Consideration in soft storied RCC buildings: A Critical Review
Seismic Drift Consideration in soft storied RCC buildings: A Critical Review
 
Post processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standards
Post processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standardsPost processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standards
Post processing of SLM Ti-6Al-4V Alloy in accordance with AMS 4928 standards
 

Recently uploaded

computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction managementMariconPadriquez1
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)dollysharma2066
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catcherssdickerson1
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxKartikeyaDwivedi3
 
Why does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsync
Why does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsyncWhy does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsync
Why does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsyncssuser2ae721
 
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfCCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfAsst.prof M.Gokilavani
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxk795866
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleAlluxio, Inc.
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfROCENODodongVILLACER
 
Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...121011101441
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...asadnawaz62
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 

Recently uploaded (20)

Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction management
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptx
 
Why does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsync
Why does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsyncWhy does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsync
Why does (not) Kafka need fsync: Eliminating tail latency spikes caused by fsync
 
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfCCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
 
Design and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdfDesign and analysis of solar grass cutter.pdf
Design and analysis of solar grass cutter.pdf
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptx
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at Scale
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
 
Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...Instrumentation, measurement and control of bio process parameters ( Temperat...
Instrumentation, measurement and control of bio process parameters ( Temperat...
 
POWER SYSTEMS-1 Complete notes examples
POWER SYSTEMS-1 Complete notes  examplesPOWER SYSTEMS-1 Complete notes  examples
POWER SYSTEMS-1 Complete notes examples
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 

International Journal of Engineering Research and Development

  • 1. International Journal of Engineering Research and Development e-ISSN: 2278-067X, p-ISSN: 2278-800X, www.ijerd.com Volume 10, Issue 4 (April 2014), PP.94-103 94 Simulation of PWM inverter for VFD application Using MATLAB 1 Krupa Gandhi, K.L.Mokariya2 , Deepa Karvat3 1 M.E.(electrical)Parul Institute of Engg.-Baroda. 2 Asst. Prof, Dr S & SS Gandhi, Government Engg. College-Surat. 3 Asst. Prof, Parul Institute of Engg.-Baroda. Abstract:- In this paper, at first, operating principle of variable frequency drive is explained. Different components of VFD are explained. Suitability of VFD for different types of load is also explained. Concept of PWM inverter for VFD is explained and analysis of PWM inverter for VFD is done. Keywords:- Operating principle of VFD; PWM; Modulation Index; Carrier Frequency; variable torue load. I. INTRODUCTION The speed of the motor can be changed by various methods such as changing poles, controlling voltage, connecting resistance in rotor circuit etc., but most efficient method is changing the supply frequency and voltage to the motor. The variable frequency drive (VFD) varies the frequency and hence varies the speed of the motor as per the requirements of the load. Speed control of AC/DC motors can be achieved by the variable speed drive (VSD) unit. DC drives are used for special applications such as few low-speed, low-to-medium power applications because of problems with mechanical commutation and expensive at large size. Usually AC drives especially squirrel cage induction motor is widely used due to its rugged construction, easy installation and maintenance, higher efficiency and low cost. II. OPERATING PRINCIPLE Fig 1 Power conversion unit for VFD Fig 1 shows the power conversion unit in PWM drive. In this type of drive, a diode bridge rectifier provides the intermediate DC circuit voltage. in the intermediate DC circuit, Dc voltage is filtered in low pass filter. Output voltage and frequency controlled electronically by controlling the width of pulses of voltage to motor. The variable frequency drive (VFD) converts the supply frequency and voltage to the required frequency and voltage to drive a motor. Hence, VFD converts the supply frequency and voltage to the frequency and voltage required to drive a motor at a desired speed other than its rated speed. The synchronous speed of an induction motor is given by the equation as: p f Ns 120  The gap between synchronous speed and running speed is called the slip. 100%    Ns NNs S Running speed, N = Ns (1-S)
  • 2. Simulation of PWM inverter for VFD application Using MATLAB 95 =  S p f 1 120 So, .fN Thus the running speed of induction is directly proportional to the supply frequency. If the frequency changes the actual running speed of motor also changes. VFD controls the frequency from supply and it is adjusted to the present requirement. The basic functions of variable speed drive are to control the frequency of the supply to the motor and power transfer efficiently from supply mains to the motor drive. III. COMPONENTS OF VFD The variable speed drive consists of rectifier, inverter and control components. A.Rectifier: A full-wave, solid-state rectifier converts three-phase 50 Hz power from a standard 220, 440 or higher utility supply to either fixed or adjustable DC voltage. The system may include transformers if higher supply voltages are used. Figure 1 Rectifier Circuit B.Inverter: Electronic switches - power transistors or thyristors - switch the rectified DC on and off, and produce a current or voltage waveform at the desired new frequency. The amount of distortion depends on the design of the inverter and filter. Figure 2 Inverter Circuit C.Control system: An electronic circuit receives feedback information from the driven motor and adjusts the output voltage or frequency to the selected values. Usually the output voltage is regulated to produce a constant ratio of voltage to frequency (V/Hz). Controllers may incorporate many complex control functions.
  • 3. Simulation of PWM inverter for VFD application Using MATLAB 96 Figure 3 VFD System Converting DC to variable frequency AC is accomplished using an inverter. Most currently available inverters use pulse width modulation (PWM) because the output current waveform closely approximates a sine wave. Power semiconductors switch DC voltage at high speed, producing a series of short-duration pulses of constant amplitude. Output voltage is varied by changing the width and polarity of the switched pulses. Output frequency is adjusted by changing the switching cycle time. The resulting current in an inductive motor simulates a sine wave of the desired output frequency (see Figure below). The high-speed switching of a PWM inverter results in less waveform distortion and, therefore, lower harmonic losses. Figure 4 Pulse width modulations D.Charging Resistor The charging resistor is included in the DC bus to provide current limiting during the initial power up stages of the VFD. When a fully discharged VFD is switched on to the power supply, the capacitors on the DC bus are seen by the power supply as a very low impedance load. If the design does not include a charging resistor, the current surge magnitude would be so high that the input bridge can be damaged, or require up-rating far beyond that required for normal running. Figure 5 VFD Construction
  • 4. Simulation of PWM inverter for VFD application Using MATLAB 97 E.AC Line Choke The AC Line choke design provides some smoothing on the DC bus and reduces the amount of ripple current that must be tolerated by the main capacitors. This has an effect of extending the life of these components. The choke provides a limiting function to the magnitude of the DC bus current during normal operation. These results in an improved overall power factor of the VFD and reduced harmonic currents flowing in the power distribution network. F. VFD Voltage to Frequency Ratio When connected to a VFD, motor speed is no longer fixed by supply frequency, since the VFD can vary its output frequency. Under perfect conditions, at zero speed the terminal voltage would also be zero. Obviously if this was the case then the motor would produce zero torque and in many cases this would be unacceptable. Also at very low speeds the motor winding appears more like a resistive load than an inductive load. To overcome this problem with a general purpose VFD, a degree of fixed voltage boost is applied at zero speed. As the motor accelerates, a proportion of fixed boost is replaced by normal V/F ratio until, at some speed above zero, governed by the amount of fixed boost applied, all boost is replaced by the normal V/F ratio. If an excessive amount of fixed boost is applied, the motor can become overheated due to over fluxing. Figure .6 VFD Voltages to Frequency Ratio IV. SELECTION OF VARIABLE SPEED DRIVE Type of Load It is very important to know the type and characteristics of the load that is driven by the motor before selecting the variable speed drive. A. For constant Torque Load Figure 7 Constant Torque Load A constant torque load is characterized as one in which the torque is constant regardless of speed. As a result the horsepower requirement is directly proportional to the operating speed of the application and varied directly with speed. Since torque is not a function of speed, it remains constant while the horsepower and speed vary proportionately. Typical examples of constant torque applications include: Conveyors, Extruders, Mixers,
  • 5. Simulation of PWM inverter for VFD application Using MATLAB 98 Positive displacement pumps and compressors. Some of the advantages VFDs offer in constant torque applications include precise speed control and starting and stopping with controlled acceleration/deceleration. B. For constant Horsepower load Figure .8 Constant Horsepower Load The second type of load characteristic is constant power. In these applications the torque requirement varies inversely with speed. As the torque increases the speed must decrease to have a constant horsepower load. The relationship can be written as: Power = speed x torque x constan Examples of this type of load would be a lathe or drilling and milling machines where heavy cuts are made at low speed and light cuts are made at high speed. These applications do not offer energy savings at reduced speeds. C. For variable torque load Figure 9 Variable Torque Load The third type of load characteristic is a variable torque load. Examples include centrifugal fans, blowers and pumps. The use of a VFD with a variable torque load may return significant energy savings. In these applications: • Torque varies directly with speed squared • Power varies directly with speed cubed This means that at half speed, the horsepower required is approximately one eighth of rated maximum.
  • 6. Simulation of PWM inverter for VFD application Using MATLAB 99 V. CONCEPT OF PWM FOR VFD. Fig 10 PWM Signal Generation Above figure shows the concept of PWM for VFD,PWM techniques require switching the inverter power device (transistor and IGBT) on and off many times in order to generate the proper RMS voltage levels. This switching scheme requires more complex regulator then the VVI. With the use of a microprocessor, these complex regulation functions are effectively handled. Combining a triangular wave and sine wave produces output voltage waveform. The triangular signal is the carrier or switching frequency of inverter. The modulation generator produces a sine wave signals that determines the width of pulses, and therefore the RMS voltage output of inverter. Ac drives that use a PWM types schemes have varying level of performance based on control algorithms. There are four basics types of control for AC drive today. These are volts per hertz, sensor less vector control, flux vector control and field oriented control. 1. V/Hz control is basic control method, providing a variable frequency drive application like pump and fan. It provide fair speed and torque control, at a reasonable cost. 2. Sensorless vector control provides better speed regulation and ability to produce high starting torque. 3. Flux vector control provides more precise speed and torque with dynamic response. 4. Field oriented control drive provides best speed and torque control available for AC motor. It provides DC performance for AC motors and is well suited for typical DC application. VI. ANALYSIS OF PWM INVERTER USING VFD Fig 11 Analysis of PWM Inverter Using VFD
  • 7. Simulation of PWM inverter for VFD application Using MATLAB 100 Above fig shows a usefulness of MATLAB to illustrate pulse width modulation technique for inverter application used for VFD application. In this matlab simulation we have use discrete 3-phase PWM generator, the discrete 3-phase PWM generator blocks generates pulses for carrier base PWM converters. The block is used to fire the IGBT of 2 level or 3 level converters. Using a single bridge or two bridge connected in twin configuration vector its output of P1 & P2 either 6 pulses(2 level) or 12 pulses (3 level). In our case we have use output P1 when operating in single bridge configuration for 6-pulses. Carrier frequency= 900 Hz. Modulation Index=0.9. Table 1.1 Design Values for Proposed Matlab Mode Table 1.2 Design Values for Asynchronous Machine Sr no Parameter Value 1 Stator resistance and inductance 1.405Ω , 0.005839H 2 Rotor resistance and inductance 1.395Ω, 0.005839H 3 Mutual inductance 0.1722 Ω 4 Inertia 0.0131kg-𝒎 𝟐 5 Friction factor 0.002985 6 Poles pair 2 7 Initial condition 1 0 0 0 0 0 0 0 Above table shows design values for motor parameters used in inverter application for proposed variable frequency drive. SR NO MODULATION INDEX VOLTAGE 1 0.1 240 2 0.2 300 3 0.3 310 4 0.4 330 5 0.5 370 6 0.6 400 7 0.7 442 8 0.8 470 9 0.9 480 Table 1.3 Effect of Modulation Index on Voltage Above table show that when modulation Index increaes rms voltage will increse in the block of discrete 3-phase pwm generator and waveform also shown. Table 1.4 Effect of Frequency on speed Above table show that when frequency increaes speed will increse in the block of discrete 3-phase pwm generator and waveform also shown. Power 5.4 Hp Voltage 400v Frequency 50 Hz Synchronous speed 1430 rpm Snubber resistance and capacitance 1e5,inf Inverter IGBT Rectifier Thyristor bridge Inductance(dc link) 200e-6 Capacitance(dc link) 5000e-6 SR NO FREQUENCY SPEED 1 5 270 2 10 350 3 15 458 4 20 636 5 30 887 6 35 955 7 40 1242 8 45 1273 9 50 1433
  • 8. Simulation of PWM inverter for VFD application Using MATLAB 101 VII .WAVEFORM ANALYSIS Fig 12 voltage waveform for Modulation Index 0.9 Fig 13 voltage waveform for Modulation Index 0.1 Above waveform of fig 12 & 13 shows that when modulation index increases rms voltage will increase. Fig 14 speed waveform for frequency at 25 Hz Fig 15 speed waveform for frequency at 50 Hz
  • 9. Simulation of PWM inverter for VFD application Using MATLAB 102 Above waveform of fig 14 & 15 shows that when frequency increases speed will increase. Fig 16 waveform of voltage, speed, current and torque. Above fig shows the waveform of voltage, speed, current and torque of variable frequency drive. Fig 17 THD of current waveform Fig 18 THD of voltage waveform
  • 10. Simulation of PWM inverter for VFD application Using MATLAB 103 Fig 19 voltage waveform VIII. CONCLUSION In this paper 6 pulse PWM inverter is studied for induction motor which is used for variable frequency drives. The voltage is increase by increasing modulation index and speed also increase when frequency will increase. The effect on stator voltage; current, speed and torque is studied. Due to inherent control from inverter itself using pwm techniques voltage is sinusoidal so harmonics are eliminated without using any sought of filter circuit for suppressing harmonics and it will be advantageous when these pwm techniques is used for high rating drives where cost of filter is not justified. REFERENCES [1]. “ANALYSIS OF VARIABLE FREQUENCY THREE PHASE INDUCTION MOTOR DRIVE” Thida Win, Nang Sabai, and Hnin Nandar Maung. World Academy of Science, Engineering and Technology 18 2008. [2]. “ENERGY EFFICIENT INDUSTRIAL MOTORS” Gajendra Singh, N K Sharma, P Tiwari, International Journal of Engineering Science and Technology Vol. 2(12), 2010. [3]. “Energy use, energy savings and emission analysis in the Malaysian rubber producing industries” , R. Saidur a,, S. Mekhilef ,–applied energy Elsevier journal, 2010. [4]. “ENERGY AUDIT IN INDUSTRY-A CASE STUDY OF CENTRIFUGAL PUMPS” R.M. Holmukhe & K.D.Deshpande, i-COST Electronics & communication proceedings 13-15 jan-2011. [5]. “ VARIABLE FREQUENCY DRIVE” Jigar N. Mistry , Hetal D. Solanki, Tejas M. Vala Research Expo International Multidisciplinary Research Journal Volume – II , Issue – III September – 2012. [6]. “RESEARCH TO STUDY VARIABLE FREQUENCY DRIVE AND IT’S ENERGY SAVINGS.” Tamal Aditya International Journal of Science and Research (IJSR), India Online ISSN: 2319- 7064Volume 2 Issue 6, June 2013. [7]. BOOK “Energy efficiency in electrical system in volume-II by V.K.Gaudani.