SlideShare a Scribd company logo
1 of 11
Download to read offline
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
1 | P a g e
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED
INDUCTION MOTOR BY USING NEW OPTIMIZED SWITCHING STRATEGY
Madhuri D. Kulkarni
ME Student, Department of Electrical Engineering, ZES Zeal College of Engineering and Research,
Narhe, Pune, India
Vivek D. Bavdhane
Assistant Professor, Department of Electrical Engineering, ZES Zeal College of Engineering and
Research, Narhe, Pune, India
ABSTRACT
Induction machines are widely employed in industries due to their rugged structure, high maintainability and
economy than DC motors. There has been constant development in the induction motor drive system and
their implementation in industrial applications. The improvement of switching speed of power electronic
devices has enabled control techniques which possess high switching frequency and feasibility of high
efficiency drive systems. In this pretext, Direct Torque Control (DTC) was introduced to obtain quick and
better dynamic torque response. The DTC scheme in its basic configuration comprises torque and flux
estimator DTC controller, stator voltage vector selector and voltage source inverter. Direct Torque Control of
induction motor has increasingly become the best alternative to Field- Oriented Control methods. The
performance of an induction motor under the classical Direct Torque Control method and improved scheme
have been studied and confirmed by simulation using MATLAB.
Keywords: Direct Torque Control (DTC), Dynamic Over-modulation, Hysteresis Controller, Induction
Motor, Torque Controller.
INTRODUCTION
Industrial loads require operation at wide range of speeds. Such loads are generally termed as variable speed
drives. These drives demand precise adjustment of speed in a steeples manner over the complete speed range
required. The loads may be constant torque or a function of speed. These loads are driven by hydraulic,
pneumatic or electric motors. An industrial drive has some special features when driven by electric motors.
Induction machines have provided the most common form of electromechanical drive for industrial,
commercial and domestic applications that can operate at essentially constant speed. Induction machines
have simpler and more rugged structure, higher maintainability and economy than dc motors. They are also
robust and immune to heavy loading. The possible forms of drive motors are dc drives, ac drives. DC motors
are versatile for the purpose of speed control but they suffer from the disadvantage imposed by the
commentator. On the other hand ac drives are viable competitors with the advent of thruster power converter
technology. The evolution of ac variable speed drive technology has been partly driven by the desire to
emulate the performance of dc drive such as fast torque response and speed accuracy, while utilising the
advantages offered by standard ac motor. The Field Oriented Control (FOC) and the Direct Torque Control
(DTC) are two types of drives employed for high performance applications. Direct Torque Control was
introduced in Japan by Takahashi (1984) and Depenbrock (1985). Vector controlled induction motors are
employed in high performance drives having precise speed control and good static as well as dynamic
response. Direct Torque Controlled drives have increasingly become the best alternative to Field-Oriented
Control methods [10], [2]. Modern control methods use state space techniques. The methods of stabilizing
the drives and improvement in their transient responses have been realized by modern power electronic
devices [3]. The block diagram of Direct Torque Control for an induction motor is as shown in Fig. 1. The
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
2 | P a g e
DTC scheme comprises torque and flux estimator, hysteresis controllers for flux and torque and a switching
table.
Fig. 1 Structure of basic DTC-hysteresis-based induction machine
INDUCTION MOTOR MODEL
The main objective of DTC is to control the induction motor. The per-phase equivalent circuit of an
induction motor is valid only in steady-state condition. In an adjustable speed drive like the DTC drive, the
machine normally constitutes an element within a feedback loop and hence its transient behavior has to be
taken into consideration [4]. The induction motor can be considered to be a transformer with short circuited
and moving secondary. The coupling coefficients between the stator and rotor phases change continuously in
the course of rotation of rotor [6], [5]. Hence the machine model can be described by differential equations
with time varying mutual inductances.
DIRECT TORQUE CONTROL CONCEPT
In recent years “induction motor control techniques” have been the field of interest of many researchers to
find out different solutions for induction motor control having the features of precise and quick torque
response, and reduction of the complexity of field oriented control [3]-[7]. The Direct torque control (DTC)
technique has been recognized as the simple and viable solution to achieve this requirements.DTC is one of
the most excellent and efficient control strategies of induction motor. This technique is based on decoupled
control of torque and stator flux and today it is one of the most actively researched control techniques where
the aim is to control effectively the torque and flux.
CONVENTIONAL DTC SCHEME
The conventional DTC scheme is a closed loop control scheme, the important elements of the control
structure being: the power supply circuit, a three phase voltage source inverter, the induction motor, the
speed controller to generate the torque command and the DTC controller. The DTC controller again consists
of torque and flux estimation block, two hysteresis controllers and sector selection block, the output of the
DTC controller is the gating pulses for the inverter.
The DTC scheme does not require coordinate transformation as all the control procedures are carried out in
stationary frame of reference. So this scheme does not suffer from parameter variations to the extent that
other control techniques do. Also there is no feedback current control loop due to which the control actions
do not suffer from the delays inherent in the current controllers, no pulse width modulator, no PI controllers,
and no rotor speed or position Sensor So it is a sensorless control technique which operates the motor
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
3 | P a g e
without requiring a shaft mounted mechanical sensor. Here on-line torque and flux estimators are used for
closing the loop. Here the torque and stator flux are controlled directly by using hysteresis comparators. Fig.1
shows the basic block diagram of conventional DTC scheme [8]-[10].
PRINCIPLE OF DTC SCHEME
The basic principle of DTC is to directly select stator voltage vectors according to the torque and flux errors
which are the differences between the references of torque and stator flux linkage and their actual values. The
governing equation for torque for this scheme is due to the interaction of stator and rotor fields. Torque and
stator flux linkage are computed from measured motor terminal quantities i.e. stator voltages and current. An
optimal voltage vector for the switching of VSI is selected among the six nonzero voltage vectors and two
zero voltage vectors by the hysteresis control of stator flux and torque.
Fig. 2 Simplified 3- VSI
A three-phase VSI has eight possible combinations of six switching devices which is shown in fig.2. The six
switches have a well defined state: ON or OFF in each configuration. So all the possible configurations can
be identified with three bits (Sa, Sb, Sc), one for each inverter leg [17]. The bit is set to 1 if the top switch is
closed and to 0 when the bottom switch is closed. In order to prevent short circuit of the supply, the state of
the upper switch is always opposite to that of the lower one. The stator voltage space vector is,
DIRECT FLUX CONTROL
In stationary reference frame the stator flux equation can be written as:
If the stator resistance drop is neglected for simplicity, the stator flux varies along the direction of applied
voltage vector and the equation will be reduced to
Which means, by applying stator voltage vector for a time increment ∆t,Ψ̅s can be changed
incrementally. The command value of the stator flux vector Ψs̅ * follows a circular trajectory, the plane of
stator flux is divided into six sectors as shown in fig.3. Each sector has a different set of voltage vector to
increase or decrease the stator flux. The command flux vector rotates in anticlockwise direction in a circular
path and the actual stator flux vector Ψs̅ tracks the command flux in a zigzag path but constrained to the
hysteresis band which is shown in fig.3.
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
4 | P a g e
Fig. 3 Circular Trajectory of stator flux
In general the active forward voltage vectors (Vs,k+1 and Vs,k+2) are applied to increase or decrease the stator
flux respectively when the stator flux lies in sector k. The radial voltage vectors (Vs,k and Vs,k+3) which
quickly affect the flux are generally avoided. The active reverse voltage vectors (Vs,k-1 and Vs,k-2) are used to
increase or decrease the stator flux in reverse direction.
The stator flux vector change due to stator voltage vector is quick whereas change rotor flux is sluggish
because of its large time constant Tr. That is why Ψ̅s movement is jerky and Ψr̅ moves uniformly at
frequency ωe as it is more filtered. However the average speed of both remains the same in steady state
condition.
DIRECT TORQUE CONTROL
The electromagnetic torque produced due to interaction of stator and rotor flux is given by the following
equation:
Fig. 4 Stator flux, rotor flux and stator current vectors in ds-qs reference plane
From the above it is clear that torque varies directly as angle between stator flux and rotor flux i.e. γ. So in
order to obtain high dynamic performance it is required to vary γ quickly. Assuming the rotor is rotating in
anticlockwise direction continuously and stator flux lies in sector k, the active forward voltage vectors (Vs,k+1
and Vs,k+2) are applied to increase γ so as the torque Te. The radial voltage vectors (Vs,k and Vs,k+3) are used to
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
5 | P a g e
decrease γ and Te. By applying the reverse active voltage vectors (Vs,k-1 and Vs,k-2) torque can be decreased
rapidly. The two zero voltage vectors (Vs,0 and Vs,7) are applied to maintain the flux constant ideally and to
decrease the torque slightly.
SWITCHING SELECTION
A high performance torque control can be established due to the decoupled control of stator flux and torque
in DTC. Optimum switching vector selection table given by table 3.1 shows the optimum selection of the
switching vectors in all sectors of the stator flux plane. This table is based on the value of stator flux error
status, torque error status and orientation of stator flux for counterclockwise rotation of the shaft [8].
Table 1 Lookup Table (voltage vector selector)
Stator Flux
error status
Torque
error status
Sector
I
Sector
II
Sector
III
Sector
IV
Sector
V
Sector
VI
1
1 V2
(100)
V3
(110)
V4
(010)
V5
(011)
V6
(001)
V1
(101)
0 V0 V7
(111)
V0
(000)
V7
(111)
V0
(000)
V7
(111)
-1 V6
(001)
V1
(101)
V2
(100)
V3
(110)
V4
(010)
V5
(011)
0
1 V3
(110)
V4
(010)
V5
(011)
V6
(001)
V1
(101)
V2
(100)
0 V7
(111)
V0
(000)
V7
(111)
V0
(000)
V7
(111)
V0
(000)
-1 V5
(011)
V6
(001)
V1
(101)
V2
(100)
V3
(110)
V4
(010)
STATOR FLUX ESTIMATION
For exact calculation of stator flux and torque errors, an accurate estimator of stator flux is necessary. There
are commonly used methods of estimation of flux namely stator voltage model and current model.
HYSTERESIS CONTROLLER
DTC of induction motor drives requires two hysteresis controllers. The drive performance is influenced by
the width of the hysteresis bands in terms of flux and torque ripples, current harmonics and switching
frequency of power electronics devices. Current distortion is reduced by small flux hysteresis band and
torque ripple is reduced by small torque hysteresis bands. In each sampling time, the switching state of the
inverter is updated. The inverter state remains constant, until the output states of the hysteresis controller
change within a sampling interval. If the hysteresis band is fixed, the switching frequency totally depends on
the rate of change of torque and flux.
(a) (b)
Fig.5 Hysteresis Band (a) the stator flux, (b) electromagnetic torque
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
6 | P a g e
PROPOSED DYNAMIC TORQUE CONTROL
In the proposed dynamic over modulation method, the most optimized voltage vector that produces the
largest tangential to the circular flux locus is switched and held (instead of selecting two active voltage
vectors) during torque dynamic to achieve the fastest dynamic torque control. As discussed in the previous
section, if sector k is considered, this would be vector vk+1 in subsector (i) and vector vk+2 in subsector (ii).
Fig. 6 shows the structure of DTC-hysteresis-based induction machine with the proposed modification of
flux error status.
Fig. 6 Structure of DTC-hysteresis-based induction machine with the proposed
Modification of flux error status block
Notice that all components of the DTC-hysteresis-based scheme are retained, except for the inclusion of the
“modification of flux error status” block which is responsible to perform the dynamic over modulation mode.
The selection of the optimized voltage vector to give the fastest torque response can be simply done by
modifying the flux error status ( ) to a new flux status ( ) before it is being fed to the lookup table. The
“modification of flux error status” block, and, hence, the proposed dynamic over modulation, is activated
when the torque error ETe is greater than twice of the hysteresis band of torque controller H BTe. When the
“modification of flux error status” block is activated, the output of this block depends on the position of
the flux position within a sector. If it is in subsector (i) = 0, hence vk+1 is selected, and if it is in subsector
(ii) = 1, vk+2 is selected. The border of the sectors and subsectors can be easily calculated using the
threshold values of denoted as and which can be calculated as
SIMULATION MODEL AND RESULTS
To study on the effectiveness of the proposed dynamic over modulation method, a simulation of the DTC-
hysteresis-based induction motor drive is performed using a Matlab/Simulink simulation package.
A 1.5-kW four pole squirrel-cage induction motor is used for simulation. The simulation results are carried
out for conventional and modified DTC of induction machine.
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
7 | P a g e
SIMULATION MODEL OF DTC:
Fig.7. Simulation model of DTC
1. DTC Block for conventional Method
2. DTC Block for Modified Method
SIMULATION RESULTS:
Simulation results with conventional and Modified DTC are as shown below:
Simulation Results of Conventional DTC:
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
8 | P a g e
Simulation Results of Modified DTC:
Stator Flux Locus of Conventional DTC:
Flux Loci for All Six Sectors with modified Method:
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
9 | P a g e
(a) (b)
(c) (d)
(e) (f)
CONCLUSION
For any IM drives, direct torque control is one of the best controllers proposed so far. It allows decoupled
control of motor stator flux and electromagnetic torque. From the analysis it is proved that, this strategy of
IM control is simpler to implement than other vector control methods as it does not require pulse width
modulator and co-ordinate transformations.
The estimation accuracy of stator flux is very much essential which mostly depends on stator resistance
because an error in stator flux estimation will affect the behavior of both torque and flux control loops. The
torque and current ripple can be minimized by employing space vector modulation technique. A new strategy
is introduced further to get quick response by introducing one “modified flux error block” and proved by
MATLAB/SIMULINK model.
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
10 | P a g e
An optimized voltage vector that produces the largest tangential to the circular flux locus is switched and
held so that a fast rate of change of angle ∆δsr is achieved. The selection of the optimized voltage vector is
simply obtained by modifying the flux error status before it is being fed to the lookup table. The main benefit
of the proposed method is its simplicity and, at the same time, be able to produce the fastest dynamic torque
response with a six-step mode.
REFERENCES:
[1]Y. S. Lai and J. H. Chen, “A new approach to direct torque control of induction motor drives for
constant inverter switching frequency and torque ripple reduction,” IEEE Trans. Energy Convers., vol.
16, no. 3, pp. 220–227, Sep. 2001.
[2]L. Romeral, A. Arias, E. Aldabas, and M. G. Jayne, “Novel direct torque control (DTC) scheme with
fuzzy adaptive torque-ripple reduction,” IEEE Trans. Ind. Electron., vol. 50, no. 3, pp. 487–492, Jun.
2003.
[3]N. R. N. Idris and A. H. M. Yatim, “Direct torque control of induction machines with constant
switching frequency and reduced torque ripple,” IEEE Trans. Ind. Electron., vol. 51, no. 4, pp. 758–
767, Aug. 2004.
[4]V. Ambrozic, G. S. Buja, and R. Menis, “Band-constrained technique for direct torque control of
induction motor,” IEEE Trans. Ind. Electron., vol. 51, no. 4, pp. 776–784, Aug. 2004.
[5]C. Lascu, I. Boldea, and F. Blaabjerg, “Variable-structure direct torque control—A class of fast and
robust controllers for induction machine drives,” IEEE Trans. Ind. Electron., vol. 51, no. 4, pp. 785–
792, Aug. 2004.
[6]C. Lascu and A. M. Trzynadlowski, “A sensorless hybrid DTC drive for high-volume low-cost
applications,” IEEE Trans. Ind. Electron., vol. 51, no. 5, pp. 1048–1055, Oct. 2004.
[7]T. Geyer, G. Papafotiou, and M. Morari, “Model predictive direct torque control—Part I: Concept,
algorithm, and analysis,” IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1894–1905, Jun. 2009.
[8]G. Papafotiou, J. Kley, K. G. Papadopoulos, P. Bohren, and M. Morari, “Model predictive direct
torque control—Part II: Implementation and experimental evaluation,” IEEE Trans. Ind. Electron., vol.
56, no. 6, pp. 1906–1915, Jun. 2009.
[9]J. Beerten, J. Verveckken, and J. Driesen, “Predictive direct torque control for flux and torque ripple
reduction,” IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 404–412, Jan. 2010.
[10]K. Shyu, J. Lin, V. Pham, T.Wang, andM. Yang, “Global minimum torque ripple design for direct
torque control of induction motor drives,” IEEE Trans. Ind. Electron., vol. 57, no. 9, pp. 3148–4156,
Sep. 2010.
[11]P. Correa, M. Pacas, and J. Rodriguez, “Predictive torque control for inverter-fed induction
machines,” IEEE Trans. Ind. Electron., vol. 54, no. 2, pp. 1073–1079, Apr. 2007.
[12]R. Morales-Caporal and M. Pacas, “A predictive torque control for the synchronous reluctance
machine taking into account the magnetic cross saturation,” IEEE Trans. Ind. Electron., vol. 54, no. 2,
pp. 1161–1167, Apr. 2007.
[13]M. Nemec, D. Nedeljkovic, and V. Ambrozic, “Predictive torque control of induction machines using
immediate flux control,” IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 2009–2017, Aug. 2007.
[14]H. Miranda, P. Cortes, J. I. Yuz, and J. Rodriguez, “Predictive torque control of induction machines
based on state-space models,” IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1916–1924, Jun. 2009.
[15]Auzani Jidin, Nik Rumzi Nik Idris, Abdul Halim Mohamed Yatim, Tole Sutikno, and Malik E.
Elbuluk, “An optimized switching strategy for quick dynamic torque control in dtc-hysteresis-based
induction machines”, IEEE Trans. Ind. Electronics, vol. 58, no. 8, August 2011.
[16]F. Barrero, M. R. Arahal, R. Gregor, S. Toral, and M. J. Duran, “One step modulation predictive
current control method for the asymmetrical dual three-phase induction machine,” IEEE Trans. Ind.
Electron., vol. 56, no. 6, pp. 1974–1983, Jun. 2009.
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 7, JULY-2015
11 | P a g e
[17]F. Morel, X. Lin-Shi, J.-M. Retif, B. Allard, and C. Buttay, “A comparative study of predictive
current control schemes for a permanent-magnet synchronous machine drive,” IEEE Trans. Ind.
Electron., vol. 56, no. 7, pp. 2715–2728, Jul. 2009.
[18]M. Pacas and J. Weber, “Predictive direct torque control for the PM synchronous machine,” IEEE
Trans. Ind. Electron., vol. 52, no. 5, pp. 1350–1356, Oct. 2005.
[19]G. Foo and M. F. Rahman, “Sensorless direct torque and flux-controlled IPM synchronous motor
drive at very low speed without signal injection,” IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 395–
403, Jan. 2010
[20]A. M. Khambadkone and J. Holtz, “Compensated synchronous PI current controller in over
modulation range and six-step operation of space-vector modulation-based vector-controlled drives,”
IEEE Trans. Ind. Electron., vol. 49, no. 3, pp. 574–580, Jun. 2002.
[21]D. Casadei, G. Serra, A. Tani, L. Zarri, and F. Profumo, “Performance analysis of a speed-sensorless
induction motor drive based on a constant switching-frequency DTC scheme,” IEEE Trans. Ind. Appl.,
vol. 39, no. 2, pp. 476–484, Mar./Apr. 2003.
[22]C. Lascu, I. Boldea, and F. Blaabjerg, “A modified direct torque control for induction motor sensor
less drive,” IEEE Trans. Ind. Appl., vol. 36, no. 1, pp. 122–130, Feb. 2000.
[23]A. Tripathi, A. M. Khambadkone, and S. K. Panda, “Dynamic control of torque in over-modulation
and in the field weakening region,” IEEE Trans. Power Electron., vol. 21, no. 4, pp. 1091–1098, Jul.
2006.
[24]A. M. Hava, S.-K. Sul, R. J. Kerkman, and T. A. Lipo, “Dynamic over-modulation characteristics of
triangle intersection PWM methods,” IEEE Trans. Ind. Appl., vol. 35, no. 4, pp. 896–907, Jul./Aug.
1999.
[25]J. W. Kang and S. K. Sul, “Analysis and prediction of inverter switching frequency in direct
torque control of induction machine based on hysteresis bands and machine parameters,” IEEE Trans.
Ind. Electron., vol. 48, no. 3, pp. 545–553, Jun. 2001.

More Related Content

What's hot

Adaptive Variable Structure Controller Application to Induction Motor Drive
Adaptive Variable Structure Controller Application to Induction Motor DriveAdaptive Variable Structure Controller Application to Induction Motor Drive
Adaptive Variable Structure Controller Application to Induction Motor DriveIJERA Editor
 
To Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor driveTo Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor driveUmang Patel
 
SPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTC
SPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTCSPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTC
SPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTCijics
 
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
 
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
 
V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...
V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...
V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...Waqas Tariq
 
Matrix Converter based Direct Torque Control of Induction Motor
Matrix Converter based Direct Torque Control of Induction MotorMatrix Converter based Direct Torque Control of Induction Motor
Matrix Converter based Direct Torque Control of Induction MotorNeehar NLN
 
Fuzzy controlled dtc fed by a four switch inverter for induction motor
Fuzzy controlled dtc fed by a four switch inverter for induction motorFuzzy controlled dtc fed by a four switch inverter for induction motor
Fuzzy controlled dtc fed by a four switch inverter for induction motoreSAT Journals
 
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVEA PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVEPawan Kumar
 
Vector speed control
Vector speed control Vector speed control
Vector speed control prashob7
 
Analysis and control of four quadrant operation of three phase brushless dc (...
Analysis and control of four quadrant operation of three phase brushless dc (...Analysis and control of four quadrant operation of three phase brushless dc (...
Analysis and control of four quadrant operation of three phase brushless dc (...eSAT Publishing House
 
Matlab simulation on chopper based speed control of dc motor: A Review
Matlab simulation on chopper based speed control of dc motor: A ReviewMatlab simulation on chopper based speed control of dc motor: A Review
Matlab simulation on chopper based speed control of dc motor: A ReviewIRJET Journal
 
IRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction MotorIRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction MotorIRJET Journal
 
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
 
Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...IRJET Journal
 
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...IRJET Journal
 
IRJET- Performance Analysis of Speed Control of Induction Motor using Pi,...
IRJET-  	  Performance Analysis of Speed Control of Induction Motor using Pi,...IRJET-  	  Performance Analysis of Speed Control of Induction Motor using Pi,...
IRJET- Performance Analysis of Speed Control of Induction Motor using Pi,...IRJET 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
 

What's hot (20)

Adaptive Variable Structure Controller Application to Induction Motor Drive
Adaptive Variable Structure Controller Application to Induction Motor DriveAdaptive Variable Structure Controller Application to Induction Motor Drive
Adaptive Variable Structure Controller Application to Induction Motor Drive
 
To Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor driveTo Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor drive
 
SPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTC
SPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTCSPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTC
SPEED AND TORQUE CONTROL OF AN INDUCTION MOTOR WITH ANN BASED DTC
 
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...
 
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
 
V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...
V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...
V/F Control of Squirrel Cage Induction Motor Drives Without Flux or Torque Me...
 
Matrix Converter based Direct Torque Control of Induction Motor
Matrix Converter based Direct Torque Control of Induction MotorMatrix Converter based Direct Torque Control of Induction Motor
Matrix Converter based Direct Torque Control of Induction Motor
 
Fuzzy controlled dtc fed by a four switch inverter for induction motor
Fuzzy controlled dtc fed by a four switch inverter for induction motorFuzzy controlled dtc fed by a four switch inverter for induction motor
Fuzzy controlled dtc fed by a four switch inverter for induction motor
 
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVEA PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
 
Vector speed control
Vector speed control Vector speed control
Vector speed control
 
L0446166
L0446166L0446166
L0446166
 
Analysis and control of four quadrant operation of three phase brushless dc (...
Analysis and control of four quadrant operation of three phase brushless dc (...Analysis and control of four quadrant operation of three phase brushless dc (...
Analysis and control of four quadrant operation of three phase brushless dc (...
 
Matlab simulation on chopper based speed control of dc motor: A Review
Matlab simulation on chopper based speed control of dc motor: A ReviewMatlab simulation on chopper based speed control of dc motor: A Review
Matlab simulation on chopper based speed control of dc motor: A Review
 
IRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction MotorIRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction Motor
 
An044259264
An044259264An044259264
An044259264
 
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...
 
Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...
 
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
 
IRJET- Performance Analysis of Speed Control of Induction Motor using Pi,...
IRJET-  	  Performance Analysis of Speed Control of Induction Motor using Pi,...IRJET-  	  Performance Analysis of Speed Control of Induction Motor using Pi,...
IRJET- Performance Analysis of Speed Control of Induction Motor using Pi,...
 
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...
 

Similar to QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING NEW OPTIMIZED SWITCHING STRATEGY

Review of the DTC Controller and Estimation of Stator Resistance in IM Drives
Review of the DTC Controller and Estimation of Stator Resistance in IM DrivesReview of the DTC Controller and Estimation of Stator Resistance in IM Drives
Review of the DTC Controller and Estimation of Stator Resistance in IM DrivesIAES-IJPEDS
 
Improved Torque Control Performance in Direct Torque Control using Optimal Sw...
Improved Torque Control Performance in Direct Torque Control using Optimal Sw...Improved Torque Control Performance in Direct Torque Control using Optimal Sw...
Improved Torque Control Performance in Direct Torque Control using Optimal Sw...IJPEDS-IAES
 
FLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction Motor
FLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction MotorFLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction Motor
FLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction MotorIJERA Editor
 
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTORADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTORijcisjournal
 
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTORADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTORijics
 
DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...
DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...
DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...IJRST Journal
 
Analysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVM
Analysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVMAnalysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVM
Analysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVMIJPEDS-IAES
 
Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...
Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...
Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...cscpconf
 
A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...
A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...
A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...csandit
 
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
 
Direct torque control of IM using PID controller
Direct torque control of IM using PID controller  Direct torque control of IM using PID controller
Direct torque control of IM using PID controller IJECEIAES
 
1. direct torque control of induction motor with fuzzy controller a review
1. direct torque control of induction motor with fuzzy controller a review1. direct torque control of induction motor with fuzzy controller a review
1. direct torque control of induction motor with fuzzy controller a reviewMajdi Dadeq
 
onlinear Compensation Empyoing Matrix Converter with DTC Controller
onlinear Compensation Empyoing Matrix Converter with DTC Controller onlinear Compensation Empyoing Matrix Converter with DTC Controller
onlinear Compensation Empyoing Matrix Converter with DTC Controller Yayah Zakaria
 
Nonlinear Compensation Empyoing Matrix Converter with DTC Controller
Nonlinear Compensation Empyoing Matrix Converter with DTC Controller Nonlinear Compensation Empyoing Matrix Converter with DTC Controller
Nonlinear Compensation Empyoing Matrix Converter with DTC Controller IJECEIAES
 

Similar to QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING NEW OPTIMIZED SWITCHING STRATEGY (20)

Review of the DTC Controller and Estimation of Stator Resistance in IM Drives
Review of the DTC Controller and Estimation of Stator Resistance in IM DrivesReview of the DTC Controller and Estimation of Stator Resistance in IM Drives
Review of the DTC Controller and Estimation of Stator Resistance in IM Drives
 
Improved Torque Control Performance in Direct Torque Control using Optimal Sw...
Improved Torque Control Performance in Direct Torque Control using Optimal Sw...Improved Torque Control Performance in Direct Torque Control using Optimal Sw...
Improved Torque Control Performance in Direct Torque Control using Optimal Sw...
 
FLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction Motor
FLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction MotorFLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction Motor
FLC-Based DTC Scheme for a New Approach of Two-Leg VSI Fed Induction Motor
 
I010515361
I010515361I010515361
I010515361
 
Modified Look-Up Table for Enhancement of Torque Response in Direct Torque Co...
Modified Look-Up Table for Enhancement of Torque Response in Direct Torque Co...Modified Look-Up Table for Enhancement of Torque Response in Direct Torque Co...
Modified Look-Up Table for Enhancement of Torque Response in Direct Torque Co...
 
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTORADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
 
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTORADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
ADAPTIVE BANDWIDTH APPROACH ON DTC CONTROLLED INDUCTION MOTOR
 
J43055863
J43055863J43055863
J43055863
 
DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...
DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...
DTC Scheme for a Four-Switch Inverter-Fed PMBLDC Motor Emulating the Six-Swit...
 
Constant Switching Frequency and Torque Ripple Minimization of DTC of Inducti...
Constant Switching Frequency and Torque Ripple Minimization of DTC of Inducti...Constant Switching Frequency and Torque Ripple Minimization of DTC of Inducti...
Constant Switching Frequency and Torque Ripple Minimization of DTC of Inducti...
 
Analysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVM
Analysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVMAnalysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVM
Analysis of Direct Torque Control of Industrial Drives using Zone-Shifting SVM
 
Applied measurement of the motor speed controller for washing machine with ra...
Applied measurement of the motor speed controller for washing machine with ra...Applied measurement of the motor speed controller for washing machine with ra...
Applied measurement of the motor speed controller for washing machine with ra...
 
Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...
Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...
Biogeography-Based Optimization, BBO, Evolutionary Algorithm, Migration, Part...
 
A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...
A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...
A NEW FUZZY LOGIC BASED SPACE VECTOR MODULATION APPROACH ON DIRECT TORQUE CON...
 
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...
 
Direct torque control of IM using PID controller
Direct torque control of IM using PID controller  Direct torque control of IM using PID controller
Direct torque control of IM using PID controller
 
1. direct torque control of induction motor with fuzzy controller a review
1. direct torque control of induction motor with fuzzy controller a review1. direct torque control of induction motor with fuzzy controller a review
1. direct torque control of induction motor with fuzzy controller a review
 
electronic.ppt
electronic.pptelectronic.ppt
electronic.ppt
 
onlinear Compensation Empyoing Matrix Converter with DTC Controller
onlinear Compensation Empyoing Matrix Converter with DTC Controller onlinear Compensation Empyoing Matrix Converter with DTC Controller
onlinear Compensation Empyoing Matrix Converter with DTC Controller
 
Nonlinear Compensation Empyoing Matrix Converter with DTC Controller
Nonlinear Compensation Empyoing Matrix Converter with DTC Controller Nonlinear Compensation Empyoing Matrix Converter with DTC Controller
Nonlinear Compensation Empyoing Matrix Converter with DTC Controller
 

More from ijiert bestjournal

CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
 CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMPijiert bestjournal
 
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...ijiert bestjournal
 
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAFCOMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAFijiert bestjournal
 
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
 POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINEijiert bestjournal
 
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY ijiert bestjournal
 
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAINREVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAINijiert bestjournal
 
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...ijiert bestjournal
 
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...ijiert bestjournal
 
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...ijiert bestjournal
 
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR ijiert bestjournal
 
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFTDESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFTijiert bestjournal
 
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...ijiert bestjournal
 
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENTHEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENTijiert bestjournal
 
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH ijiert bestjournal
 
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW ijiert bestjournal
 
DESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERSDESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERSijiert bestjournal
 
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...ijiert bestjournal
 
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...ijiert bestjournal
 
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...ijiert bestjournal
 

More from ijiert bestjournal (20)

CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
 CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
 
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
 
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAFCOMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
 
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
 POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
 
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
 
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAINREVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
 
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
 
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
 
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
 
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
 
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFTDESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
 
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
 
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENTHEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
 
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
 
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
 
DESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERSDESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERS
 
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
 
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
 
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
 
MAGNETIC ABRASIVE FINISHING
MAGNETIC ABRASIVE FINISHINGMAGNETIC ABRASIVE FINISHING
MAGNETIC ABRASIVE FINISHING
 

Recently uploaded

Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptIndian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptMadan Karki
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction managementMariconPadriquez1
 
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
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionMebane Rash
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvLewisJB
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
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
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxk795866
 
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
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
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
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptSAURABHKUMAR892774
 
Solving The Right Triangles PowerPoint 2.ppt
Solving The Right Triangles PowerPoint 2.pptSolving The Right Triangles PowerPoint 2.ppt
Solving The Right Triangles PowerPoint 2.pptJasonTagapanGulla
 

Recently uploaded (20)

Indian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.pptIndian Dairy Industry Present Status and.ppt
Indian Dairy Industry Present Status and.ppt
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction management
 
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...
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvv
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
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
 
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
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptx
 
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
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
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
 
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...
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
🔝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...
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.ppt
 
Solving The Right Triangles PowerPoint 2.ppt
Solving The Right Triangles PowerPoint 2.pptSolving The Right Triangles PowerPoint 2.ppt
Solving The Right Triangles PowerPoint 2.ppt
 

QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING NEW OPTIMIZED SWITCHING STRATEGY

  • 1. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 1 | P a g e QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING NEW OPTIMIZED SWITCHING STRATEGY Madhuri D. Kulkarni ME Student, Department of Electrical Engineering, ZES Zeal College of Engineering and Research, Narhe, Pune, India Vivek D. Bavdhane Assistant Professor, Department of Electrical Engineering, ZES Zeal College of Engineering and Research, Narhe, Pune, India ABSTRACT Induction machines are widely employed in industries due to their rugged structure, high maintainability and economy than DC motors. There has been constant development in the induction motor drive system and their implementation in industrial applications. The improvement of switching speed of power electronic devices has enabled control techniques which possess high switching frequency and feasibility of high efficiency drive systems. In this pretext, Direct Torque Control (DTC) was introduced to obtain quick and better dynamic torque response. The DTC scheme in its basic configuration comprises torque and flux estimator DTC controller, stator voltage vector selector and voltage source inverter. Direct Torque Control of induction motor has increasingly become the best alternative to Field- Oriented Control methods. The performance of an induction motor under the classical Direct Torque Control method and improved scheme have been studied and confirmed by simulation using MATLAB. Keywords: Direct Torque Control (DTC), Dynamic Over-modulation, Hysteresis Controller, Induction Motor, Torque Controller. INTRODUCTION Industrial loads require operation at wide range of speeds. Such loads are generally termed as variable speed drives. These drives demand precise adjustment of speed in a steeples manner over the complete speed range required. The loads may be constant torque or a function of speed. These loads are driven by hydraulic, pneumatic or electric motors. An industrial drive has some special features when driven by electric motors. Induction machines have provided the most common form of electromechanical drive for industrial, commercial and domestic applications that can operate at essentially constant speed. Induction machines have simpler and more rugged structure, higher maintainability and economy than dc motors. They are also robust and immune to heavy loading. The possible forms of drive motors are dc drives, ac drives. DC motors are versatile for the purpose of speed control but they suffer from the disadvantage imposed by the commentator. On the other hand ac drives are viable competitors with the advent of thruster power converter technology. The evolution of ac variable speed drive technology has been partly driven by the desire to emulate the performance of dc drive such as fast torque response and speed accuracy, while utilising the advantages offered by standard ac motor. The Field Oriented Control (FOC) and the Direct Torque Control (DTC) are two types of drives employed for high performance applications. Direct Torque Control was introduced in Japan by Takahashi (1984) and Depenbrock (1985). Vector controlled induction motors are employed in high performance drives having precise speed control and good static as well as dynamic response. Direct Torque Controlled drives have increasingly become the best alternative to Field-Oriented Control methods [10], [2]. Modern control methods use state space techniques. The methods of stabilizing the drives and improvement in their transient responses have been realized by modern power electronic devices [3]. The block diagram of Direct Torque Control for an induction motor is as shown in Fig. 1. The
  • 2. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 2 | P a g e DTC scheme comprises torque and flux estimator, hysteresis controllers for flux and torque and a switching table. Fig. 1 Structure of basic DTC-hysteresis-based induction machine INDUCTION MOTOR MODEL The main objective of DTC is to control the induction motor. The per-phase equivalent circuit of an induction motor is valid only in steady-state condition. In an adjustable speed drive like the DTC drive, the machine normally constitutes an element within a feedback loop and hence its transient behavior has to be taken into consideration [4]. The induction motor can be considered to be a transformer with short circuited and moving secondary. The coupling coefficients between the stator and rotor phases change continuously in the course of rotation of rotor [6], [5]. Hence the machine model can be described by differential equations with time varying mutual inductances. DIRECT TORQUE CONTROL CONCEPT In recent years “induction motor control techniques” have been the field of interest of many researchers to find out different solutions for induction motor control having the features of precise and quick torque response, and reduction of the complexity of field oriented control [3]-[7]. The Direct torque control (DTC) technique has been recognized as the simple and viable solution to achieve this requirements.DTC is one of the most excellent and efficient control strategies of induction motor. This technique is based on decoupled control of torque and stator flux and today it is one of the most actively researched control techniques where the aim is to control effectively the torque and flux. CONVENTIONAL DTC SCHEME The conventional DTC scheme is a closed loop control scheme, the important elements of the control structure being: the power supply circuit, a three phase voltage source inverter, the induction motor, the speed controller to generate the torque command and the DTC controller. The DTC controller again consists of torque and flux estimation block, two hysteresis controllers and sector selection block, the output of the DTC controller is the gating pulses for the inverter. The DTC scheme does not require coordinate transformation as all the control procedures are carried out in stationary frame of reference. So this scheme does not suffer from parameter variations to the extent that other control techniques do. Also there is no feedback current control loop due to which the control actions do not suffer from the delays inherent in the current controllers, no pulse width modulator, no PI controllers, and no rotor speed or position Sensor So it is a sensorless control technique which operates the motor
  • 3. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 3 | P a g e without requiring a shaft mounted mechanical sensor. Here on-line torque and flux estimators are used for closing the loop. Here the torque and stator flux are controlled directly by using hysteresis comparators. Fig.1 shows the basic block diagram of conventional DTC scheme [8]-[10]. PRINCIPLE OF DTC SCHEME The basic principle of DTC is to directly select stator voltage vectors according to the torque and flux errors which are the differences between the references of torque and stator flux linkage and their actual values. The governing equation for torque for this scheme is due to the interaction of stator and rotor fields. Torque and stator flux linkage are computed from measured motor terminal quantities i.e. stator voltages and current. An optimal voltage vector for the switching of VSI is selected among the six nonzero voltage vectors and two zero voltage vectors by the hysteresis control of stator flux and torque. Fig. 2 Simplified 3- VSI A three-phase VSI has eight possible combinations of six switching devices which is shown in fig.2. The six switches have a well defined state: ON or OFF in each configuration. So all the possible configurations can be identified with three bits (Sa, Sb, Sc), one for each inverter leg [17]. The bit is set to 1 if the top switch is closed and to 0 when the bottom switch is closed. In order to prevent short circuit of the supply, the state of the upper switch is always opposite to that of the lower one. The stator voltage space vector is, DIRECT FLUX CONTROL In stationary reference frame the stator flux equation can be written as: If the stator resistance drop is neglected for simplicity, the stator flux varies along the direction of applied voltage vector and the equation will be reduced to Which means, by applying stator voltage vector for a time increment ∆t,Ψ̅s can be changed incrementally. The command value of the stator flux vector Ψs̅ * follows a circular trajectory, the plane of stator flux is divided into six sectors as shown in fig.3. Each sector has a different set of voltage vector to increase or decrease the stator flux. The command flux vector rotates in anticlockwise direction in a circular path and the actual stator flux vector Ψs̅ tracks the command flux in a zigzag path but constrained to the hysteresis band which is shown in fig.3.
  • 4. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 4 | P a g e Fig. 3 Circular Trajectory of stator flux In general the active forward voltage vectors (Vs,k+1 and Vs,k+2) are applied to increase or decrease the stator flux respectively when the stator flux lies in sector k. The radial voltage vectors (Vs,k and Vs,k+3) which quickly affect the flux are generally avoided. The active reverse voltage vectors (Vs,k-1 and Vs,k-2) are used to increase or decrease the stator flux in reverse direction. The stator flux vector change due to stator voltage vector is quick whereas change rotor flux is sluggish because of its large time constant Tr. That is why Ψ̅s movement is jerky and Ψr̅ moves uniformly at frequency ωe as it is more filtered. However the average speed of both remains the same in steady state condition. DIRECT TORQUE CONTROL The electromagnetic torque produced due to interaction of stator and rotor flux is given by the following equation: Fig. 4 Stator flux, rotor flux and stator current vectors in ds-qs reference plane From the above it is clear that torque varies directly as angle between stator flux and rotor flux i.e. γ. So in order to obtain high dynamic performance it is required to vary γ quickly. Assuming the rotor is rotating in anticlockwise direction continuously and stator flux lies in sector k, the active forward voltage vectors (Vs,k+1 and Vs,k+2) are applied to increase γ so as the torque Te. The radial voltage vectors (Vs,k and Vs,k+3) are used to
  • 5. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 5 | P a g e decrease γ and Te. By applying the reverse active voltage vectors (Vs,k-1 and Vs,k-2) torque can be decreased rapidly. The two zero voltage vectors (Vs,0 and Vs,7) are applied to maintain the flux constant ideally and to decrease the torque slightly. SWITCHING SELECTION A high performance torque control can be established due to the decoupled control of stator flux and torque in DTC. Optimum switching vector selection table given by table 3.1 shows the optimum selection of the switching vectors in all sectors of the stator flux plane. This table is based on the value of stator flux error status, torque error status and orientation of stator flux for counterclockwise rotation of the shaft [8]. Table 1 Lookup Table (voltage vector selector) Stator Flux error status Torque error status Sector I Sector II Sector III Sector IV Sector V Sector VI 1 1 V2 (100) V3 (110) V4 (010) V5 (011) V6 (001) V1 (101) 0 V0 V7 (111) V0 (000) V7 (111) V0 (000) V7 (111) -1 V6 (001) V1 (101) V2 (100) V3 (110) V4 (010) V5 (011) 0 1 V3 (110) V4 (010) V5 (011) V6 (001) V1 (101) V2 (100) 0 V7 (111) V0 (000) V7 (111) V0 (000) V7 (111) V0 (000) -1 V5 (011) V6 (001) V1 (101) V2 (100) V3 (110) V4 (010) STATOR FLUX ESTIMATION For exact calculation of stator flux and torque errors, an accurate estimator of stator flux is necessary. There are commonly used methods of estimation of flux namely stator voltage model and current model. HYSTERESIS CONTROLLER DTC of induction motor drives requires two hysteresis controllers. The drive performance is influenced by the width of the hysteresis bands in terms of flux and torque ripples, current harmonics and switching frequency of power electronics devices. Current distortion is reduced by small flux hysteresis band and torque ripple is reduced by small torque hysteresis bands. In each sampling time, the switching state of the inverter is updated. The inverter state remains constant, until the output states of the hysteresis controller change within a sampling interval. If the hysteresis band is fixed, the switching frequency totally depends on the rate of change of torque and flux. (a) (b) Fig.5 Hysteresis Band (a) the stator flux, (b) electromagnetic torque
  • 6. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 6 | P a g e PROPOSED DYNAMIC TORQUE CONTROL In the proposed dynamic over modulation method, the most optimized voltage vector that produces the largest tangential to the circular flux locus is switched and held (instead of selecting two active voltage vectors) during torque dynamic to achieve the fastest dynamic torque control. As discussed in the previous section, if sector k is considered, this would be vector vk+1 in subsector (i) and vector vk+2 in subsector (ii). Fig. 6 shows the structure of DTC-hysteresis-based induction machine with the proposed modification of flux error status. Fig. 6 Structure of DTC-hysteresis-based induction machine with the proposed Modification of flux error status block Notice that all components of the DTC-hysteresis-based scheme are retained, except for the inclusion of the “modification of flux error status” block which is responsible to perform the dynamic over modulation mode. The selection of the optimized voltage vector to give the fastest torque response can be simply done by modifying the flux error status ( ) to a new flux status ( ) before it is being fed to the lookup table. The “modification of flux error status” block, and, hence, the proposed dynamic over modulation, is activated when the torque error ETe is greater than twice of the hysteresis band of torque controller H BTe. When the “modification of flux error status” block is activated, the output of this block depends on the position of the flux position within a sector. If it is in subsector (i) = 0, hence vk+1 is selected, and if it is in subsector (ii) = 1, vk+2 is selected. The border of the sectors and subsectors can be easily calculated using the threshold values of denoted as and which can be calculated as SIMULATION MODEL AND RESULTS To study on the effectiveness of the proposed dynamic over modulation method, a simulation of the DTC- hysteresis-based induction motor drive is performed using a Matlab/Simulink simulation package. A 1.5-kW four pole squirrel-cage induction motor is used for simulation. The simulation results are carried out for conventional and modified DTC of induction machine.
  • 7. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 7 | P a g e SIMULATION MODEL OF DTC: Fig.7. Simulation model of DTC 1. DTC Block for conventional Method 2. DTC Block for Modified Method SIMULATION RESULTS: Simulation results with conventional and Modified DTC are as shown below: Simulation Results of Conventional DTC:
  • 8. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 8 | P a g e Simulation Results of Modified DTC: Stator Flux Locus of Conventional DTC: Flux Loci for All Six Sectors with modified Method:
  • 9. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 9 | P a g e (a) (b) (c) (d) (e) (f) CONCLUSION For any IM drives, direct torque control is one of the best controllers proposed so far. It allows decoupled control of motor stator flux and electromagnetic torque. From the analysis it is proved that, this strategy of IM control is simpler to implement than other vector control methods as it does not require pulse width modulator and co-ordinate transformations. The estimation accuracy of stator flux is very much essential which mostly depends on stator resistance because an error in stator flux estimation will affect the behavior of both torque and flux control loops. The torque and current ripple can be minimized by employing space vector modulation technique. A new strategy is introduced further to get quick response by introducing one “modified flux error block” and proved by MATLAB/SIMULINK model.
  • 10. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 10 | P a g e An optimized voltage vector that produces the largest tangential to the circular flux locus is switched and held so that a fast rate of change of angle ∆δsr is achieved. The selection of the optimized voltage vector is simply obtained by modifying the flux error status before it is being fed to the lookup table. The main benefit of the proposed method is its simplicity and, at the same time, be able to produce the fastest dynamic torque response with a six-step mode. REFERENCES: [1]Y. S. Lai and J. H. Chen, “A new approach to direct torque control of induction motor drives for constant inverter switching frequency and torque ripple reduction,” IEEE Trans. Energy Convers., vol. 16, no. 3, pp. 220–227, Sep. 2001. [2]L. Romeral, A. Arias, E. Aldabas, and M. G. Jayne, “Novel direct torque control (DTC) scheme with fuzzy adaptive torque-ripple reduction,” IEEE Trans. Ind. Electron., vol. 50, no. 3, pp. 487–492, Jun. 2003. [3]N. R. N. Idris and A. H. M. Yatim, “Direct torque control of induction machines with constant switching frequency and reduced torque ripple,” IEEE Trans. Ind. Electron., vol. 51, no. 4, pp. 758– 767, Aug. 2004. [4]V. Ambrozic, G. S. Buja, and R. Menis, “Band-constrained technique for direct torque control of induction motor,” IEEE Trans. Ind. Electron., vol. 51, no. 4, pp. 776–784, Aug. 2004. [5]C. Lascu, I. Boldea, and F. Blaabjerg, “Variable-structure direct torque control—A class of fast and robust controllers for induction machine drives,” IEEE Trans. Ind. Electron., vol. 51, no. 4, pp. 785– 792, Aug. 2004. [6]C. Lascu and A. M. Trzynadlowski, “A sensorless hybrid DTC drive for high-volume low-cost applications,” IEEE Trans. Ind. Electron., vol. 51, no. 5, pp. 1048–1055, Oct. 2004. [7]T. Geyer, G. Papafotiou, and M. Morari, “Model predictive direct torque control—Part I: Concept, algorithm, and analysis,” IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1894–1905, Jun. 2009. [8]G. Papafotiou, J. Kley, K. G. Papadopoulos, P. Bohren, and M. Morari, “Model predictive direct torque control—Part II: Implementation and experimental evaluation,” IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1906–1915, Jun. 2009. [9]J. Beerten, J. Verveckken, and J. Driesen, “Predictive direct torque control for flux and torque ripple reduction,” IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 404–412, Jan. 2010. [10]K. Shyu, J. Lin, V. Pham, T.Wang, andM. Yang, “Global minimum torque ripple design for direct torque control of induction motor drives,” IEEE Trans. Ind. Electron., vol. 57, no. 9, pp. 3148–4156, Sep. 2010. [11]P. Correa, M. Pacas, and J. Rodriguez, “Predictive torque control for inverter-fed induction machines,” IEEE Trans. Ind. Electron., vol. 54, no. 2, pp. 1073–1079, Apr. 2007. [12]R. Morales-Caporal and M. Pacas, “A predictive torque control for the synchronous reluctance machine taking into account the magnetic cross saturation,” IEEE Trans. Ind. Electron., vol. 54, no. 2, pp. 1161–1167, Apr. 2007. [13]M. Nemec, D. Nedeljkovic, and V. Ambrozic, “Predictive torque control of induction machines using immediate flux control,” IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 2009–2017, Aug. 2007. [14]H. Miranda, P. Cortes, J. I. Yuz, and J. Rodriguez, “Predictive torque control of induction machines based on state-space models,” IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1916–1924, Jun. 2009. [15]Auzani Jidin, Nik Rumzi Nik Idris, Abdul Halim Mohamed Yatim, Tole Sutikno, and Malik E. Elbuluk, “An optimized switching strategy for quick dynamic torque control in dtc-hysteresis-based induction machines”, IEEE Trans. Ind. Electronics, vol. 58, no. 8, August 2011. [16]F. Barrero, M. R. Arahal, R. Gregor, S. Toral, and M. J. Duran, “One step modulation predictive current control method for the asymmetrical dual three-phase induction machine,” IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1974–1983, Jun. 2009.
  • 11. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 7, JULY-2015 11 | P a g e [17]F. Morel, X. Lin-Shi, J.-M. Retif, B. Allard, and C. Buttay, “A comparative study of predictive current control schemes for a permanent-magnet synchronous machine drive,” IEEE Trans. Ind. Electron., vol. 56, no. 7, pp. 2715–2728, Jul. 2009. [18]M. Pacas and J. Weber, “Predictive direct torque control for the PM synchronous machine,” IEEE Trans. Ind. Electron., vol. 52, no. 5, pp. 1350–1356, Oct. 2005. [19]G. Foo and M. F. Rahman, “Sensorless direct torque and flux-controlled IPM synchronous motor drive at very low speed without signal injection,” IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 395– 403, Jan. 2010 [20]A. M. Khambadkone and J. Holtz, “Compensated synchronous PI current controller in over modulation range and six-step operation of space-vector modulation-based vector-controlled drives,” IEEE Trans. Ind. Electron., vol. 49, no. 3, pp. 574–580, Jun. 2002. [21]D. Casadei, G. Serra, A. Tani, L. Zarri, and F. Profumo, “Performance analysis of a speed-sensorless induction motor drive based on a constant switching-frequency DTC scheme,” IEEE Trans. Ind. Appl., vol. 39, no. 2, pp. 476–484, Mar./Apr. 2003. [22]C. Lascu, I. Boldea, and F. Blaabjerg, “A modified direct torque control for induction motor sensor less drive,” IEEE Trans. Ind. Appl., vol. 36, no. 1, pp. 122–130, Feb. 2000. [23]A. Tripathi, A. M. Khambadkone, and S. K. Panda, “Dynamic control of torque in over-modulation and in the field weakening region,” IEEE Trans. Power Electron., vol. 21, no. 4, pp. 1091–1098, Jul. 2006. [24]A. M. Hava, S.-K. Sul, R. J. Kerkman, and T. A. Lipo, “Dynamic over-modulation characteristics of triangle intersection PWM methods,” IEEE Trans. Ind. Appl., vol. 35, no. 4, pp. 896–907, Jul./Aug. 1999. [25]J. W. Kang and S. K. Sul, “Analysis and prediction of inverter switching frequency in direct torque control of induction machine based on hysteresis bands and machine parameters,” IEEE Trans. Ind. Electron., vol. 48, no. 3, pp. 545–553, Jun. 2001.