SlideShare ist ein Scribd-Unternehmen logo
1 von 4
Downloaden Sie, um offline zu lesen
Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79
www.ijera.com 76|P a g e
Speed Control of Induction Motor by V/F Method
Pallavi shrikant Alagur1
, J.A.Shaikh2
Department of Electronics, Shivaji university, Kolhapur, India
Department of Electronics, Shivaji university, Kolhapur, India
ABSTRACT
This paper presents the design & implementation of voltage & frequency ratio constant & controller based on
sinusoidal pulse width modulation technique for a single phase induction motor using fuzzy logic. The work
involves implementation of an closed loop control scheme for an induction motor. The technique is used
extensively in the industry as it provides the accuracy required at minimal cost. V/f controlled motors fall under
the category of variable voltage variable frequency drives. The ratio of voltage & frequency must be constant.
Keywords: Fuzzy controller, induction motor, real time system.
I. INTRODUCTION
Nowadays electric power plays a major role
in the increasing needs of the basic human life.
Induction motor is used in many application like
industry, company, irrigation because of its low
maintenance & efficiency.
Many methods are used for the speed control
of the induction motor. The speed control of
induction motor is the main issue achieves maximum
torque & efficiency. Scalar control presents a simple
structure characterized by low steady-state error.
Therefore, the constant voltage–frequency (V/f) scalar
control system is there due to its wide application in
industrial fields Proportional–integral (PI) control
methodology is commonly applied in constant V/f
control strategy for induction motors. However, in
addition to the fact that a mathematical model is
desirable for a systematic controller design with
conventional methods, conversely, fuzzy-based
control methodology has the ability to cope with
system nonlinearity, and its control performance is
less affected by system parameter variations.
Moreover, fuzzy techniques utilize a linguistic rule
base that is designed by taking advantage of system
qualitative aspects and expert knowledge. Generally,
an embedded system may be implemented in
microcontroller and digital signal processor (DSP), or
in field programmable gate array (FPGA). An
integrated circuit dedicated to a particular application
can also be used.
Another fully embedded fuzzy system was
applied in order to adjust the PI parameters of a direct
torque control of the induction motor. In hardware
solution for an embedded neural network with a
proportional-integral-derivative (PID) controller is
also presented.
The speed control can be performed using
open loop algorithms or closed loop algorithms. The
most commonly used open loop algorithm is voltage/
frequency control methods. Closed loop algorithms
include sensor & sensor less feedback using scalar or
vector control. The main advantage of v/f control is
its simplicity & for this reason it has been
traditionally implemented using low cost
microcontrollers.
II. RELEVANCE
Speed control of induction motor this is
because now a day‟s many manufacturing industries
requires motor for their works process so, speed
control of motor is necessary. To achieve that an
efficient method is necessary this gives benefits like,
energy savings as well as cost effective etc.
Due to flux saturation problems with
induction motors with voltage applied to the motor
must alter with the frequency. The v/f induction
motor drives with inverters are widely used in no. of
industrial application leading not only to energy
saving but also to improvement in productivity &
quality. There are many different way to speed
control of induction motor by v/f method.
Microcontroller based, DSP based speed control of
induction motor, FPGA based, Fuzzy logic based
speed control of induction motor using v/f method,
neural network based, Adaptive control based
methods are also used. Proposed work is intended to
achieve good performance by above several methods
to speed control of induction motor. In connection to
the study topic the following literature has been
studied
III. LITERATURE REVIEW
There is many several methods for the speed
control of induction motor by v/f method. Method
suggested by Roufin Mahmood & Habibur Rehman
based on square wave & sine triangle inverter. These
two techniques are used for the controlling the
inverter below & above base speed for high speed
control of induction machine. Square wave inverter is
that only the frequency of the output voltage can be
RESEARCH ARTICLE OPEN ACCESS
Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79
www.ijera.com 77|P a g e
controlled & not the magnitude. Square wave inverter
at low frequency is that if volt per hertz speed control
is used, it becomes difficult to control the voltage
level for maintaining a constant flux operation below
the base speed. Therefore, this paper designs a speed
controller with a hybrid approach in which a Sine
Triangle Pulse Width Modulated (SPWM) inverter is
used below the base speed and a square wave inverter
is employed above the base speed.[1] Mineo Tsuji,
Shinichi Hamasaki present a new simplified v/f
control system of induction motor for precise speed
operation which is based on the vector control theory.
A linear model is derived for analyzing the system
stability, including the influences of motor operating
states in motoring and regenerating operations, and
parameter variation of low pass filter. Stator
resistance identification is proposed by using d axis
current. [2] Method suggested by Y. Sangsefidi, and
A. Shoulaie method needs neither mechanical sensor
nor current transducers, so it can be compared with
"Variable Voltage Variable Frequency (v/f)" method.
High-speed operation of induction motor controlled
by this method & it is compared with that of v/f
method that leads to the fact that in addition to
control of motor dynamic behavior, in this method
uses DC-link voltage in a more efficient way. In the
stator flux modulus control, the amplitude of
electromagnetic torque ripple and average switching
frequency are computable and analytical formulas for
calculation of them are derived. [3] The suggested
methods are the compact embedded fuzzy system for
three phase induction motor scalar speed control. The
control strategy consists in keeping constant the
voltage-frequency ratio of the induction motor supply
source. A fuzzy control system is built on a digital
signal processor which uses speed error & speed error
variation to change both the fundamental voltage
amplitude & frequency of a sinusoidal pulse width
modulation inverter.[4] Krishna Chandran Vinay and
S. Moorthi presents the design and implementation of
a Variable-Voltage Variable-Frequency (VVVF)
Controller based on Sinusoidal Pulse Width
Modulation (SPWM) Technique for a 3 Phase
Induction Motor using a Field Programmable Gate
Array (FPGA). The ratio of Voltage to frequency
must be held constant. For Variable Voltage Variable
Frequency (VVVF) drives, there is a need to control
the fundamental voltage of the inverter if its
frequency (and therefore the frequency of the
induction motor), need to be varied. To vary the
fundamental component of the inverter, the
Modulation Index of the carrier signal has to be
changed. The speed at rated supply frequency is
normally used as the base speed. At frequencies
below the base speed, the supply magnitude needs to
be reduced so as to maintain a constant Volt/Hertz.
The FPGA controller is used to generate SPWM
pulses based on the frequency input, that are used to
control the inverter. The VVVF output of the inverter
can be used as supply to a three phase induction
motor and thereby speed of the motor can be
controlled.[5] Method suggested by M. Harsha
Vardhan Reddy V.Jegathesan Space Vector Pulse
Width Modulation (SVPWM) has become the
successful techniques to construct three phase sine
wave Voltage Source Inverter (VSI) parallel to
control three-phase induction motor using v/f control.
VSI fed induction motor produces a pulsating torque
due to the application of non sinusoidal voltages. In
this method 3 phase voltage source inverter produces
eight switching states comprising two zero states &
six active states. the torque ripples of induction motor
is reduced by hybrid PWM technique. The different
space vector based sequences used to generate the
switching pulse for hybrid PWM.The implementation
of SVPWM technique with other sequence carried
out by taking one zero vector instead of two zero
vectors as in convectional SVPWM. The applied
voltage vector equals the reference voltage vector
only in an average sense over the given sub cycle,
and not in an instantaneous fashion. The difference
between the reference vector and the instantaneous
applied voltage vector is the instantaneous error
voltage vector. The time integral of the error voltage
vector, referred to as „stator flux ripple vector‟, is a
measure of the ripple in the line current of the
converter. In the open loop system the frequency is
taken as input to V/f control for all voltage
conversion and pulse generation. The sub systems of
open loop control are coding for pulse generation,
inverter modeling and induction motor modeling.[6]
Vijay Babu Koreboina, A. B. Raju,presents
VSI fed 3-phase induction motor drive system with
constant „v/f‟ control method is modeled, simulated
and is implemented using PC and an add-on card, The
actual speed of the induction motor is sensed and is
compared with the reference speed. The error so
obtained is processed in a Proportional Integral (PI)
controller and its output sets the inverter frequency as
well as the modulation index. In order to simulate the
drive system using Scilab/Scicos, it is required to
model the various components of the system in terms
of their mathematical equations.[7]
Guohai Liu, Xiao Xiao, Yan Jiang, Yue
Shen presents 2 methods are combined for speed
control of the induction motor in v/f mode. These two
methods are neural network inverse system &internal
model control. AC variable frequency speed control
system working on the condition of constant
proportion of voltage to frequency (v/f), a modified
internal model control combined with the method of
neural network generalized inverse system On the
basis of reversibility analysis of original system, the
generalized inverse model approximated by the
dynamical BP neural network was cascaded with the
original system. Then the robust stability can be
Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79
www.ijera.com 78|P a g e
improved by introducing modified internal model
control to generalized pseudo-linear system.[8]
Prof. J. G. Chaudhari Dr. M.V. Aware
present a (intelligent power module) IPM module
which is the three diode bridge rectifier with
capacitors is provided which gives the rectified DC
voltage to IGBT based IPM. The DSP PWM testing
unit is used to verify programs based on Micro-2407
trainer. In this program for fixed PWM, which can be
executed in the Micro-2407 DSP trainer and its
output waveforms with load can be observed using
this testing Unit. The DSP is programmed to generate
the pulse width modulated signal of 5 KHz with 20%
of duty cycle, with micro-2407 trainer. The
generation of PWM can be verified by using an
oscilloscope.[9]
Xiang-Dong Sun, Kang-Hoon Koh, presents
a Fuzzy-logic-based V/f control of the induction
motor is proposed for the speed sensorless power-
leveling system. The flywheel power leveling system
using fuzzy logic speed picking-up & fuzzy logic PI
regulator is used.[10] K. Sandeep kumar, K. Pritam
satsangi presents deals with variable speed drives of
induction motor for constant torque using V/F ratio
method. The above system is designed with closed
loop where the actual speed of motor is compared
with the reference speed. The difference in the speed
is adjusted by changing firing angles of switching
devices and there by obtaining variable speeds. As
the motor is running, the microcontroller 89C54 reads
the speed value, voltage and frequency set by the
user, at the same time, the speed sensor circuit
obtains actual speed through speed sensor and
accordingly variation required in voltage and
frequency are made through respective switches.[11]
Method suggested by Md. Nurul Islam and
M. Bashir Uddin the control strategy can be
implemented by scalar control and vector control.in
closed loop speed control the speed loop error signal
controls the PWM inverter frequency & voltage of a
VSI fed induction machine. A fuzzy controller is used
which can directly map the change of speed to the
change of frequency & change of modulation index.
One algorithm is used for determine the switching
points of 3 phase inverter. Numerical solution of
differential equation to estimate flux in scalar control
with flux loop. [12]
IV. SCOPE
There are several methods to control the
speed of induction motor but still v/f method is a
challenging task in order to obtain better accuracy so,
keeping in view a robust system so here main
objective is to fuzzy logic based speed control of
induction motor by v/f method
So the proposed work is to develop & implement:
1. To control the speed of induction motor by v/f
method.
2. To improve the efficiency of entire system.
3. Performance improvement included accuracy,
robustness & with energy saving system.
REFERENCES
[1]. Roufin Mahmood, etl.“High Speed Control
of Induction Machines” IEEE GCC
Conference and exhibition, November 17-
20, Doha, Qatar 2013
[2]. Mineo Tsuji, etl. “A New Simplified V/f
Control of Induction Motor for Precise
Speed Operation” 2012
[3]. Y. Sangsefidi, etl.“A Simple and Low-Cost
Method for Three-phase Induction Motor
Control in High-Speed Applications” 2012
[4]. Marcelo Suetake, etl., “Embedded DSP-
Based Compact Fuzzy System and Its
Application for Induction-Motor V/f Speed
Control” IEEE TRANSACTION ON
INDUSTRIAL ELECTRONICS, VOL. 58,
NO. 3, MARCH 2011
[5]. Krishna Chandran Vinay, etl. “FPGA Based
Implementation of Variable-Voltage
Variable-Frequency Controller for a Three
Phase Induction Motor” journal of National
Institute of Technology, 2011
[6]. M. Harsha Vardhan Reddy, etl, “Open loop
V/f Control of Induction Motor based on
hybrid PWM With reduced torque ripple”,
PROCEEDINGS OF ICETECT 2011
[7]. Vijay Babu Koreboina, etl. “Modeling,
Simulation and PC Based Implementation of
a Closed Loop Speed Control of VSI Fed
Induction Motor Drive” journal IEEE,2011
[8]. Guohai Liu, etl, “Modified Internal Model
Control of Induction Motor Variable
Frequency Speed Control System in v/f
mode Based on Neural Network Generalized
Inverse” Chinese Control and Decision
Conference 2010
[9]. Mr.C.S. Kamble, etl, “ DIGITAL SIGNAL
PROCESSOR BASED V/f CONTROLLED
INDUCTION MOTOR DRIVE” Third
International Conference on Emerging
Trends in Engineering and Technology DOI
10.1109/ICETET.2010
[10]. Xiang-Dong Sun, etl.“Fuzzy-Logic-Based
V/f Control of an Induction Motor for a DC
Grid Power-Leveling System Using
Flywheel Energy Storage Equipment”, IEEE
TRANSACTIONS ON INDUSTRIAL
ELECTRONICS, VOL. 56, NO. 8,
AUGUST 2009
[11]. K. Sandeep kumar, etl, “ MICRO-
CONTROLLER BASED CLOSED LOOP
CONTROL OF INDUCTION MOTOR
USING V/F METHOD”, IET-UK
International Conference on Information and
Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79
www.ijera.com 79|P a g e
Communication Technology in Electrical
Sciences (ICTES 2007).
[12]. Md. Nurul Islam, etl, “ Fuzzy Logic
Enhanced Speed Control System of a VSI-
Fed Three Phase Induction Motor “, 2nd
International Conference on Electrical and
Electronics Engineering (ICEEE) and XI
Conference on Electrical Engineering (CIE
2005)

Weitere ähnliche Inhalte

Was ist angesagt?

14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drive14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drivesatya_m
 
IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...
IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...
IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...IRJET Journal
 
T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...
T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...
T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...csandit
 
NEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTOR
NEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTORNEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTOR
NEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTORcsandit
 
Neural network based vector control of induction motor
Neural network based vector control of induction motorNeural network based vector control of induction motor
Neural network based vector control of induction motorcsandit
 
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
 
FPGA-Based Implementation Nonlinear Backstepping Control of a PMSM Drive
FPGA-Based Implementation Nonlinear Backstepping Control of a PMSM DriveFPGA-Based Implementation Nonlinear Backstepping Control of a PMSM Drive
FPGA-Based Implementation Nonlinear Backstepping Control of a PMSM DriveIJPEDS-IAES
 
Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...
Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...
Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...IJERA Editor
 
Abb technical guide_no_7_revc
Abb technical guide_no_7_revcAbb technical guide_no_7_revc
Abb technical guide_no_7_revcShashank Pathak
 
vector control of induction motor
vector control of induction motorvector control of induction motor
vector control of induction motorDwaraka Pilla
 
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...IJMER
 
V fuzzy logic implementation for induction motor control
V fuzzy logic implementation for induction motor controlV fuzzy logic implementation for induction motor control
V fuzzy logic implementation for induction motor controlkypameenendranathred
 
A Flexible Closed Loop PMDC Motor Speed Control System for Precise Positioning
A Flexible Closed Loop PMDC Motor Speed Control System for Precise PositioningA Flexible Closed Loop PMDC Motor Speed Control System for Precise Positioning
A Flexible Closed Loop PMDC Motor Speed Control System for Precise PositioningWaqas Tariq
 
Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...ijtsrd
 
Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...
Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...
Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...IOSRJEEE
 
Novel Discrete Components Based Speed Controller for Induction Motor
Novel Discrete Components Based Speed Controller for Induction MotorNovel Discrete Components Based Speed Controller for Induction Motor
Novel Discrete Components Based Speed Controller for Induction MotorIJPEDS-IAES
 

Was ist angesagt? (19)

14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drive14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drive
 
Pi3426832691
Pi3426832691Pi3426832691
Pi3426832691
 
IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...
IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...
IRJET- Control Strategy of Induction Motor Drive by using Universal Controlle...
 
T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...
T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...
T ORQUE R IPPLES M INIMIZATION ON DTC C ONTROLLED I NDUCTION M OTOR WITH A DA...
 
NEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTOR
NEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTORNEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTOR
NEURAL NETWORK BASED VECTOR CONTROL OF INDUCTION MOTOR
 
Neural network based vector control of induction motor
Neural network based vector control of induction motorNeural network based vector control of induction motor
Neural network based vector control of induction motor
 
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...
 
An044259264
An044259264An044259264
An044259264
 
FPGA-Based Implementation Nonlinear Backstepping Control of a PMSM Drive
FPGA-Based Implementation Nonlinear Backstepping Control of a PMSM DriveFPGA-Based Implementation Nonlinear Backstepping Control of a PMSM Drive
FPGA-Based Implementation Nonlinear Backstepping Control of a PMSM Drive
 
Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...
Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...
Speed Control of Three Phase Induction Motor Using PLC under Open and Closed ...
 
Abb technical guide_no_7_revc
Abb technical guide_no_7_revcAbb technical guide_no_7_revc
Abb technical guide_no_7_revc
 
vector control of induction motor
vector control of induction motorvector control of induction motor
vector control of induction motor
 
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...
 
V fuzzy logic implementation for induction motor control
V fuzzy logic implementation for induction motor controlV fuzzy logic implementation for induction motor control
V fuzzy logic implementation for induction motor control
 
Abb technical guide book en rev_g
Abb technical guide book en rev_gAbb technical guide book en rev_g
Abb technical guide book en rev_g
 
A Flexible Closed Loop PMDC Motor Speed Control System for Precise Positioning
A Flexible Closed Loop PMDC Motor Speed Control System for Precise PositioningA Flexible Closed Loop PMDC Motor Speed Control System for Precise Positioning
A Flexible Closed Loop PMDC Motor Speed Control System for Precise Positioning
 
Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...
 
Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...
Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...
Comparison Analysis of Zeta PFC Converter to Improve Power Quality Improvemen...
 
Novel Discrete Components Based Speed Controller for Induction Motor
Novel Discrete Components Based Speed Controller for Induction MotorNovel Discrete Components Based Speed Controller for Induction Motor
Novel Discrete Components Based Speed Controller for Induction Motor
 

Andere mochten auch

A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...
A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...
A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...IJERA Editor
 
23921 Fotografico 1
23921 Fotografico 123921 Fotografico 1
23921 Fotografico 1Wu Joo
 
Frequent Item set Mining of Big Data for Social Media
Frequent Item set Mining of Big Data for Social MediaFrequent Item set Mining of Big Data for Social Media
Frequent Item set Mining of Big Data for Social MediaIJERA Editor
 
Strategic Planning of Water System Projects in Alexandria
Strategic Planning of Water System Projects in AlexandriaStrategic Planning of Water System Projects in Alexandria
Strategic Planning of Water System Projects in AlexandriaIJERA Editor
 
Human Resources Management
Human Resources ManagementHuman Resources Management
Human Resources ManagementLhet Ocampo
 
Design Optimization Of Chain Sprocket Using Finite Element Analysis
Design Optimization Of Chain Sprocket Using Finite Element AnalysisDesign Optimization Of Chain Sprocket Using Finite Element Analysis
Design Optimization Of Chain Sprocket Using Finite Element AnalysisIJERA Editor
 
Effects of Zno on electrical properties of Polyaniline Composites
Effects of Zno on electrical properties of Polyaniline CompositesEffects of Zno on electrical properties of Polyaniline Composites
Effects of Zno on electrical properties of Polyaniline CompositesIJERA Editor
 
Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...
Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...
Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...IJERA Editor
 
Influence of Ruthenium doping on Structural and Morphological Properties of M...
Influence of Ruthenium doping on Structural and Morphological Properties of M...Influence of Ruthenium doping on Structural and Morphological Properties of M...
Influence of Ruthenium doping on Structural and Morphological Properties of M...IJERA Editor
 
A study on the Noise Radiation of a Power Pack for Construction Equipment
A study on the Noise Radiation of a Power Pack for Construction EquipmentA study on the Noise Radiation of a Power Pack for Construction Equipment
A study on the Noise Radiation of a Power Pack for Construction EquipmentIJERA Editor
 
Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...
Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...
Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...IJERA Editor
 
Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...
Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...
Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...IJERA Editor
 
Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...
Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...
Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...IJERA Editor
 
Wake-up-word speech recognition using GPS on smart phone
Wake-up-word speech recognition using GPS on smart phoneWake-up-word speech recognition using GPS on smart phone
Wake-up-word speech recognition using GPS on smart phoneIJERA Editor
 
Solar Module Modeling, Simulation And Validation Under Matlab / Simulink
Solar Module Modeling, Simulation And Validation Under Matlab / SimulinkSolar Module Modeling, Simulation And Validation Under Matlab / Simulink
Solar Module Modeling, Simulation And Validation Under Matlab / SimulinkIJERA Editor
 
A Review on Reversible Data Hiding Scheme by Image Contrast Enhancement
A Review on Reversible Data Hiding Scheme by Image Contrast EnhancementA Review on Reversible Data Hiding Scheme by Image Contrast Enhancement
A Review on Reversible Data Hiding Scheme by Image Contrast EnhancementIJERA Editor
 
Andrea 60th Birthday presentation
Andrea 60th Birthday presentationAndrea 60th Birthday presentation
Andrea 60th Birthday presentationSteve Leach
 
Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...
Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...
Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...IJERA Editor
 

Andere mochten auch (19)

A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...
A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...
A Review of Strategies to Promote Road Safety in Rich Developing Countries: t...
 
Good morning!
Good morning!Good morning!
Good morning!
 
23921 Fotografico 1
23921 Fotografico 123921 Fotografico 1
23921 Fotografico 1
 
Frequent Item set Mining of Big Data for Social Media
Frequent Item set Mining of Big Data for Social MediaFrequent Item set Mining of Big Data for Social Media
Frequent Item set Mining of Big Data for Social Media
 
Strategic Planning of Water System Projects in Alexandria
Strategic Planning of Water System Projects in AlexandriaStrategic Planning of Water System Projects in Alexandria
Strategic Planning of Water System Projects in Alexandria
 
Human Resources Management
Human Resources ManagementHuman Resources Management
Human Resources Management
 
Design Optimization Of Chain Sprocket Using Finite Element Analysis
Design Optimization Of Chain Sprocket Using Finite Element AnalysisDesign Optimization Of Chain Sprocket Using Finite Element Analysis
Design Optimization Of Chain Sprocket Using Finite Element Analysis
 
Effects of Zno on electrical properties of Polyaniline Composites
Effects of Zno on electrical properties of Polyaniline CompositesEffects of Zno on electrical properties of Polyaniline Composites
Effects of Zno on electrical properties of Polyaniline Composites
 
Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...
Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...
Understanding Construction Workers’ Risk Decisions Using Cognitive Continuum ...
 
Influence of Ruthenium doping on Structural and Morphological Properties of M...
Influence of Ruthenium doping on Structural and Morphological Properties of M...Influence of Ruthenium doping on Structural and Morphological Properties of M...
Influence of Ruthenium doping on Structural and Morphological Properties of M...
 
A study on the Noise Radiation of a Power Pack for Construction Equipment
A study on the Noise Radiation of a Power Pack for Construction EquipmentA study on the Noise Radiation of a Power Pack for Construction Equipment
A study on the Noise Radiation of a Power Pack for Construction Equipment
 
Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...
Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...
Identification of Reserved Energy Resource Potentials for Nigeria Power Gener...
 
Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...
Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...
Mechanical Properties of Sustainable Adobe Bricks Stabilized With Recycled Su...
 
Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...
Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...
Structural and Morphological Properties of Mn-Doped Co3O4 ThinFilm Deposited ...
 
Wake-up-word speech recognition using GPS on smart phone
Wake-up-word speech recognition using GPS on smart phoneWake-up-word speech recognition using GPS on smart phone
Wake-up-word speech recognition using GPS on smart phone
 
Solar Module Modeling, Simulation And Validation Under Matlab / Simulink
Solar Module Modeling, Simulation And Validation Under Matlab / SimulinkSolar Module Modeling, Simulation And Validation Under Matlab / Simulink
Solar Module Modeling, Simulation And Validation Under Matlab / Simulink
 
A Review on Reversible Data Hiding Scheme by Image Contrast Enhancement
A Review on Reversible Data Hiding Scheme by Image Contrast EnhancementA Review on Reversible Data Hiding Scheme by Image Contrast Enhancement
A Review on Reversible Data Hiding Scheme by Image Contrast Enhancement
 
Andrea 60th Birthday presentation
Andrea 60th Birthday presentationAndrea 60th Birthday presentation
Andrea 60th Birthday presentation
 
Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...
Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...
Comparison of Total Actual Cost for Different Types of Lighting Bulbs Used In...
 

Ähnlich wie Speed Control of Induction Motor by V/F Method

Solar Powered Water Pump with Improved Efficiency
Solar Powered Water Pump with Improved EfficiencySolar Powered Water Pump with Improved Efficiency
Solar Powered Water Pump with Improved Efficiencyijtsrd
 
FPGA Based Speed Control of BLDC Motor
FPGA Based Speed Control of BLDC MotorFPGA Based Speed Control of BLDC Motor
FPGA Based Speed Control of BLDC MotorRajesh Pindoriya
 
IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...
IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...
IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...IRJET Journal
 
Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...
Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...
Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...IJSRD
 
A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI)
A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI) A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI)
A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI) IJECEIAES
 
Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...
Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...
Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...IJMTST Journal
 
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
 
MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...
MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...
MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...IAEME Publication
 
Speed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA SystemSpeed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA SystemIJERA Editor
 
Speed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA SystemSpeed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA SystemIJERA Editor
 
PLC Applications for speed control of induction motor through VFD
PLC Applications for speed control of induction motor through VFDPLC Applications for speed control of induction motor through VFD
PLC Applications for speed control of induction motor through VFDIRJET Journal
 
An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...
An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...
An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...Editor IJMTER
 
A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...
A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...
A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...IAES-IJPEDS
 
An efficient fpga based space vector pulse width modulation implementation fo...
An efficient fpga based space vector pulse width modulation implementation fo...An efficient fpga based space vector pulse width modulation implementation fo...
An efficient fpga based space vector pulse width modulation implementation fo...eSAT Journals
 
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...IJPEDS-IAES
 

Ähnlich wie Speed Control of Induction Motor by V/F Method (20)

Ijsdr1701014
Ijsdr1701014Ijsdr1701014
Ijsdr1701014
 
Performance evaluation of a hybrid fuzzy logic controller based on genetic al...
Performance evaluation of a hybrid fuzzy logic controller based on genetic al...Performance evaluation of a hybrid fuzzy logic controller based on genetic al...
Performance evaluation of a hybrid fuzzy logic controller based on genetic al...
 
Solar Powered Water Pump with Improved Efficiency
Solar Powered Water Pump with Improved EfficiencySolar Powered Water Pump with Improved Efficiency
Solar Powered Water Pump with Improved Efficiency
 
FPGA Based Speed Control of BLDC Motor
FPGA Based Speed Control of BLDC MotorFPGA Based Speed Control of BLDC Motor
FPGA Based Speed Control of BLDC Motor
 
G43013539
G43013539G43013539
G43013539
 
IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...
IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...
IRJET- Speed Control of Induction Motors using Proposed Closed Loop V/F Contr...
 
Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...
Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...
Analysis of Induction Motor Speed Control Using SCADA Based Drive Operated Sy...
 
A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI)
A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI) A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI)
A Survey: Space Vector PWM (SVPWM) in 3φ Voltage Source Inverter (VSI)
 
Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...
Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...
Direct Torque Control for Doubly Fed Induction Machine-Based Wind Turbines un...
 
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...
 
MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...
MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...
MODELING & SIMULATION OF VOLT/HZ SPEED CONTROL FOR INDUCTION MOTOR USING DSPA...
 
Speed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA SystemSpeed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA System
 
Speed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA SystemSpeed Control of Induction Motor Using PLC and SCADA System
Speed Control of Induction Motor Using PLC and SCADA System
 
PLC Applications for speed control of induction motor through VFD
PLC Applications for speed control of induction motor through VFDPLC Applications for speed control of induction motor through VFD
PLC Applications for speed control of induction motor through VFD
 
An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...
An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...
An Adaptive Control Strategy For Wind Energy Conversion System Using Neuro-Fu...
 
A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...
A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...
A Novel Rotor Resistance Estimation Technique for Vector Controlled Induction...
 
R26104116
R26104116R26104116
R26104116
 
An efficient fpga based space vector pulse width modulation implementation fo...
An efficient fpga based space vector pulse width modulation implementation fo...An efficient fpga based space vector pulse width modulation implementation fo...
An efficient fpga based space vector pulse width modulation implementation fo...
 
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
 
F05613947
F05613947F05613947
F05613947
 

Kürzlich hochgeladen

Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...Call Girls in Nagpur High Profile
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfRagavanV2
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VDineshKumar4165
 
Intro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdfIntro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdfrs7054576148
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01KreezheaRecto
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXssuser89054b
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdfEr. Suman Jyoti
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxJuliansyahHarahap1
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptMsecMca
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 

Kürzlich hochgeladen (20)

Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdf
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 
Intro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdfIntro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdf
 
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
NFPA 5000 2024 standard .
NFPA 5000 2024 standard                                  .NFPA 5000 2024 standard                                  .
NFPA 5000 2024 standard .
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
 

Speed Control of Induction Motor by V/F Method

  • 1. Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79 www.ijera.com 76|P a g e Speed Control of Induction Motor by V/F Method Pallavi shrikant Alagur1 , J.A.Shaikh2 Department of Electronics, Shivaji university, Kolhapur, India Department of Electronics, Shivaji university, Kolhapur, India ABSTRACT This paper presents the design & implementation of voltage & frequency ratio constant & controller based on sinusoidal pulse width modulation technique for a single phase induction motor using fuzzy logic. The work involves implementation of an closed loop control scheme for an induction motor. The technique is used extensively in the industry as it provides the accuracy required at minimal cost. V/f controlled motors fall under the category of variable voltage variable frequency drives. The ratio of voltage & frequency must be constant. Keywords: Fuzzy controller, induction motor, real time system. I. INTRODUCTION Nowadays electric power plays a major role in the increasing needs of the basic human life. Induction motor is used in many application like industry, company, irrigation because of its low maintenance & efficiency. Many methods are used for the speed control of the induction motor. The speed control of induction motor is the main issue achieves maximum torque & efficiency. Scalar control presents a simple structure characterized by low steady-state error. Therefore, the constant voltage–frequency (V/f) scalar control system is there due to its wide application in industrial fields Proportional–integral (PI) control methodology is commonly applied in constant V/f control strategy for induction motors. However, in addition to the fact that a mathematical model is desirable for a systematic controller design with conventional methods, conversely, fuzzy-based control methodology has the ability to cope with system nonlinearity, and its control performance is less affected by system parameter variations. Moreover, fuzzy techniques utilize a linguistic rule base that is designed by taking advantage of system qualitative aspects and expert knowledge. Generally, an embedded system may be implemented in microcontroller and digital signal processor (DSP), or in field programmable gate array (FPGA). An integrated circuit dedicated to a particular application can also be used. Another fully embedded fuzzy system was applied in order to adjust the PI parameters of a direct torque control of the induction motor. In hardware solution for an embedded neural network with a proportional-integral-derivative (PID) controller is also presented. The speed control can be performed using open loop algorithms or closed loop algorithms. The most commonly used open loop algorithm is voltage/ frequency control methods. Closed loop algorithms include sensor & sensor less feedback using scalar or vector control. The main advantage of v/f control is its simplicity & for this reason it has been traditionally implemented using low cost microcontrollers. II. RELEVANCE Speed control of induction motor this is because now a day‟s many manufacturing industries requires motor for their works process so, speed control of motor is necessary. To achieve that an efficient method is necessary this gives benefits like, energy savings as well as cost effective etc. Due to flux saturation problems with induction motors with voltage applied to the motor must alter with the frequency. The v/f induction motor drives with inverters are widely used in no. of industrial application leading not only to energy saving but also to improvement in productivity & quality. There are many different way to speed control of induction motor by v/f method. Microcontroller based, DSP based speed control of induction motor, FPGA based, Fuzzy logic based speed control of induction motor using v/f method, neural network based, Adaptive control based methods are also used. Proposed work is intended to achieve good performance by above several methods to speed control of induction motor. In connection to the study topic the following literature has been studied III. LITERATURE REVIEW There is many several methods for the speed control of induction motor by v/f method. Method suggested by Roufin Mahmood & Habibur Rehman based on square wave & sine triangle inverter. These two techniques are used for the controlling the inverter below & above base speed for high speed control of induction machine. Square wave inverter is that only the frequency of the output voltage can be RESEARCH ARTICLE OPEN ACCESS
  • 2. Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79 www.ijera.com 77|P a g e controlled & not the magnitude. Square wave inverter at low frequency is that if volt per hertz speed control is used, it becomes difficult to control the voltage level for maintaining a constant flux operation below the base speed. Therefore, this paper designs a speed controller with a hybrid approach in which a Sine Triangle Pulse Width Modulated (SPWM) inverter is used below the base speed and a square wave inverter is employed above the base speed.[1] Mineo Tsuji, Shinichi Hamasaki present a new simplified v/f control system of induction motor for precise speed operation which is based on the vector control theory. A linear model is derived for analyzing the system stability, including the influences of motor operating states in motoring and regenerating operations, and parameter variation of low pass filter. Stator resistance identification is proposed by using d axis current. [2] Method suggested by Y. Sangsefidi, and A. Shoulaie method needs neither mechanical sensor nor current transducers, so it can be compared with "Variable Voltage Variable Frequency (v/f)" method. High-speed operation of induction motor controlled by this method & it is compared with that of v/f method that leads to the fact that in addition to control of motor dynamic behavior, in this method uses DC-link voltage in a more efficient way. In the stator flux modulus control, the amplitude of electromagnetic torque ripple and average switching frequency are computable and analytical formulas for calculation of them are derived. [3] The suggested methods are the compact embedded fuzzy system for three phase induction motor scalar speed control. The control strategy consists in keeping constant the voltage-frequency ratio of the induction motor supply source. A fuzzy control system is built on a digital signal processor which uses speed error & speed error variation to change both the fundamental voltage amplitude & frequency of a sinusoidal pulse width modulation inverter.[4] Krishna Chandran Vinay and S. Moorthi presents the design and implementation of a Variable-Voltage Variable-Frequency (VVVF) Controller based on Sinusoidal Pulse Width Modulation (SPWM) Technique for a 3 Phase Induction Motor using a Field Programmable Gate Array (FPGA). The ratio of Voltage to frequency must be held constant. For Variable Voltage Variable Frequency (VVVF) drives, there is a need to control the fundamental voltage of the inverter if its frequency (and therefore the frequency of the induction motor), need to be varied. To vary the fundamental component of the inverter, the Modulation Index of the carrier signal has to be changed. The speed at rated supply frequency is normally used as the base speed. At frequencies below the base speed, the supply magnitude needs to be reduced so as to maintain a constant Volt/Hertz. The FPGA controller is used to generate SPWM pulses based on the frequency input, that are used to control the inverter. The VVVF output of the inverter can be used as supply to a three phase induction motor and thereby speed of the motor can be controlled.[5] Method suggested by M. Harsha Vardhan Reddy V.Jegathesan Space Vector Pulse Width Modulation (SVPWM) has become the successful techniques to construct three phase sine wave Voltage Source Inverter (VSI) parallel to control three-phase induction motor using v/f control. VSI fed induction motor produces a pulsating torque due to the application of non sinusoidal voltages. In this method 3 phase voltage source inverter produces eight switching states comprising two zero states & six active states. the torque ripples of induction motor is reduced by hybrid PWM technique. The different space vector based sequences used to generate the switching pulse for hybrid PWM.The implementation of SVPWM technique with other sequence carried out by taking one zero vector instead of two zero vectors as in convectional SVPWM. The applied voltage vector equals the reference voltage vector only in an average sense over the given sub cycle, and not in an instantaneous fashion. The difference between the reference vector and the instantaneous applied voltage vector is the instantaneous error voltage vector. The time integral of the error voltage vector, referred to as „stator flux ripple vector‟, is a measure of the ripple in the line current of the converter. In the open loop system the frequency is taken as input to V/f control for all voltage conversion and pulse generation. The sub systems of open loop control are coding for pulse generation, inverter modeling and induction motor modeling.[6] Vijay Babu Koreboina, A. B. Raju,presents VSI fed 3-phase induction motor drive system with constant „v/f‟ control method is modeled, simulated and is implemented using PC and an add-on card, The actual speed of the induction motor is sensed and is compared with the reference speed. The error so obtained is processed in a Proportional Integral (PI) controller and its output sets the inverter frequency as well as the modulation index. In order to simulate the drive system using Scilab/Scicos, it is required to model the various components of the system in terms of their mathematical equations.[7] Guohai Liu, Xiao Xiao, Yan Jiang, Yue Shen presents 2 methods are combined for speed control of the induction motor in v/f mode. These two methods are neural network inverse system &internal model control. AC variable frequency speed control system working on the condition of constant proportion of voltage to frequency (v/f), a modified internal model control combined with the method of neural network generalized inverse system On the basis of reversibility analysis of original system, the generalized inverse model approximated by the dynamical BP neural network was cascaded with the original system. Then the robust stability can be
  • 3. Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79 www.ijera.com 78|P a g e improved by introducing modified internal model control to generalized pseudo-linear system.[8] Prof. J. G. Chaudhari Dr. M.V. Aware present a (intelligent power module) IPM module which is the three diode bridge rectifier with capacitors is provided which gives the rectified DC voltage to IGBT based IPM. The DSP PWM testing unit is used to verify programs based on Micro-2407 trainer. In this program for fixed PWM, which can be executed in the Micro-2407 DSP trainer and its output waveforms with load can be observed using this testing Unit. The DSP is programmed to generate the pulse width modulated signal of 5 KHz with 20% of duty cycle, with micro-2407 trainer. The generation of PWM can be verified by using an oscilloscope.[9] Xiang-Dong Sun, Kang-Hoon Koh, presents a Fuzzy-logic-based V/f control of the induction motor is proposed for the speed sensorless power- leveling system. The flywheel power leveling system using fuzzy logic speed picking-up & fuzzy logic PI regulator is used.[10] K. Sandeep kumar, K. Pritam satsangi presents deals with variable speed drives of induction motor for constant torque using V/F ratio method. The above system is designed with closed loop where the actual speed of motor is compared with the reference speed. The difference in the speed is adjusted by changing firing angles of switching devices and there by obtaining variable speeds. As the motor is running, the microcontroller 89C54 reads the speed value, voltage and frequency set by the user, at the same time, the speed sensor circuit obtains actual speed through speed sensor and accordingly variation required in voltage and frequency are made through respective switches.[11] Method suggested by Md. Nurul Islam and M. Bashir Uddin the control strategy can be implemented by scalar control and vector control.in closed loop speed control the speed loop error signal controls the PWM inverter frequency & voltage of a VSI fed induction machine. A fuzzy controller is used which can directly map the change of speed to the change of frequency & change of modulation index. One algorithm is used for determine the switching points of 3 phase inverter. Numerical solution of differential equation to estimate flux in scalar control with flux loop. [12] IV. SCOPE There are several methods to control the speed of induction motor but still v/f method is a challenging task in order to obtain better accuracy so, keeping in view a robust system so here main objective is to fuzzy logic based speed control of induction motor by v/f method So the proposed work is to develop & implement: 1. To control the speed of induction motor by v/f method. 2. To improve the efficiency of entire system. 3. Performance improvement included accuracy, robustness & with energy saving system. REFERENCES [1]. Roufin Mahmood, etl.“High Speed Control of Induction Machines” IEEE GCC Conference and exhibition, November 17- 20, Doha, Qatar 2013 [2]. Mineo Tsuji, etl. “A New Simplified V/f Control of Induction Motor for Precise Speed Operation” 2012 [3]. Y. Sangsefidi, etl.“A Simple and Low-Cost Method for Three-phase Induction Motor Control in High-Speed Applications” 2012 [4]. Marcelo Suetake, etl., “Embedded DSP- Based Compact Fuzzy System and Its Application for Induction-Motor V/f Speed Control” IEEE TRANSACTION ON INDUSTRIAL ELECTRONICS, VOL. 58, NO. 3, MARCH 2011 [5]. Krishna Chandran Vinay, etl. “FPGA Based Implementation of Variable-Voltage Variable-Frequency Controller for a Three Phase Induction Motor” journal of National Institute of Technology, 2011 [6]. M. Harsha Vardhan Reddy, etl, “Open loop V/f Control of Induction Motor based on hybrid PWM With reduced torque ripple”, PROCEEDINGS OF ICETECT 2011 [7]. Vijay Babu Koreboina, etl. “Modeling, Simulation and PC Based Implementation of a Closed Loop Speed Control of VSI Fed Induction Motor Drive” journal IEEE,2011 [8]. Guohai Liu, etl, “Modified Internal Model Control of Induction Motor Variable Frequency Speed Control System in v/f mode Based on Neural Network Generalized Inverse” Chinese Control and Decision Conference 2010 [9]. Mr.C.S. Kamble, etl, “ DIGITAL SIGNAL PROCESSOR BASED V/f CONTROLLED INDUCTION MOTOR DRIVE” Third International Conference on Emerging Trends in Engineering and Technology DOI 10.1109/ICETET.2010 [10]. Xiang-Dong Sun, etl.“Fuzzy-Logic-Based V/f Control of an Induction Motor for a DC Grid Power-Leveling System Using Flywheel Energy Storage Equipment”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 56, NO. 8, AUGUST 2009 [11]. K. Sandeep kumar, etl, “ MICRO- CONTROLLER BASED CLOSED LOOP CONTROL OF INDUCTION MOTOR USING V/F METHOD”, IET-UK International Conference on Information and
  • 4. Pallavi shrikant Alagur.Int. Journal of Engineering Research and Application www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 9, (Part -3) September 2016, pp.76-79 www.ijera.com 79|P a g e Communication Technology in Electrical Sciences (ICTES 2007). [12]. Md. Nurul Islam, etl, “ Fuzzy Logic Enhanced Speed Control System of a VSI- Fed Three Phase Induction Motor “, 2nd International Conference on Electrical and Electronics Engineering (ICEEE) and XI Conference on Electrical Engineering (CIE 2005)