It is a simulation work project done on a 5hp,440V/5A and 1440rpm Induction motor.It explains the control of induction motor using matlab-simulink algorithm by PI control as well as Fuzzy logic control.
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
FOC-Control Induction Motors
1. FIELD ORIENTED CONTROL OF
INDUCTION MOTOR
(FOC)
.
1Field oriented control of Induction Motor12/6/2015
2. Presented by:
Mohit Sharma | 2K13/EE/074
Rahatul Ashfeen |
2K13/EE/096
Submitted to:
Dr. Mini Sreejeth
(Project advisor)
Dr. S.K. Velluru
(Project Coordinator)
DELHI TECHNOLOGICAL UNIVERSITY
(DEPARTMENT OF ELECTRICAL ENGINEERING)
2Field oriented control of Induction Motor12/6/2015
3. Before FOC
scalar control
●This control of AC drives produces
good steady state performance but
poor dynamic response.
●This is because in AC machines , the
air gap flux linkage and inductance
of stator and rotor are the function
position of rotor at some time.
●This variation is found both in
magnitude and phase.
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4. Before FOC
scalar control (contd.)
●Therefore , this has been concluded
that the fluxes and so the
inductances are time varying.
The study of this dynamic behavior is
need to carry out by some technique
other than vector control. Which
can give control over this dynamic
behavior with respect to time.
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5. Introduction
This method gives more precise control of AC
drives over its scalar counterpart. It is now
commonly used in industries due to its DC
machine like operation.
As per the DC machine like performance , it
makes the decoupling between flux (speed)
and torque possible.
This way it is used in high accurate
performance drives where oscillation in air
gap flux linkages are intolerable.
Example : Actuators and servos etc. 5Field oriented control of Induction Motor12/6/2015
6. Introduction
contd.
In scalar control both flux and torque are
the function of voltage/current and
frequency. This tends the system into
instability due to higher order harmonics.
While in vector control both these are
independently controllable. Because of the
decoupled nature of flux and torque in
this control
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7. Induction motor
(d-q model and circuit)
The equivalent circuit of induction motor(per
phase) neglecting the rotor leakage inductance
has been shown here:
Ids and Iqs corresponds to the flux and torque
components respectively.
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8. Induction motor
(d-q model and circuit) contd..
What is d-q model of induction machine?
It is a 3 phase to 2 phase transformed model of an
induction motor drive.
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Field oriented control of Induction
Motor12/6/2015
9. Induction motor
(d-q model and circuit) contd..
9Field oriented control of Induction Motor12/6/2015
This model is obtained by a series of transformations as follows:
1) Clark’s transformation : [3-2 phase stationary ds-qs model.]
2) Park’s transformation : [2 phase stationary to 2 phase synchronously
rotating reference frame.]
10. Induction motor
(d-q model and circuit) contd..
10Field oriented control of Induction Motor12/6/2015
After these transformation the d-q model variable
are Ids and Iqs. Which are merely DC quantities that
means time - invariant.
Therefore the total current is given by :
Is=√(Ids²+Iqs²)
11. Phasor Diagrams for Induction Motor
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The steady state phasor (or vector) diagrams
for an induction motor in the de-qe
(synchronously rotating) reference frame are
shown below:
12. Phasor Diagrams for Induction Motor
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An increase in Ids component will increase the
flux without affecting the torque and
similarly, An increase in torque component Iqs
cause increase in torque without affecting the
flux. This is as seen in the DC machine.
As seen from the figure because of orthogonal
orientation of torque (Iqs) and flux (Ids)
components , they can be controlled
independently.
However , it is first necessary to maintain this
orientation throughout the operation.
13. Principle of vector control
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The basic implementation of vector control
is illustrated in the following block
diagrams:1. Here the 3 phase
currents from the
input AC supply are
converted into 2
phase DC
quantities by using
the Clark’s and
Park’s
transformation.
2. This is given to the
machine-model for
DC machine like
control.
14. Principle of vector control
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Figure : output of machine-model to the induction machine from the
controller
1. Here the output from the
model is given to the
controller which convert
these signals back to the
AC form to fed the
induction motor.
1. In the controller two
inverse transforms are
performed:
• From the synchronous
d-q to the stationary d-q
reference frame;
15. Types of vector control techniques
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There are two approaches to vector control:
1) Direct field oriented current control
- here the rotation angle of the iqs vector with
respect to the stator flux ψqr is being directly
determined (e.g. by measuring air gap flux).
2) Indirect field oriented current control
- here the rotor angle is being measured
indirectly, such as by measuring slip speed.
There are some other techniques as well:
Sensorless vector control , stator flux oriented vector
control etc.
16. Direct Vector Control
In direct vector control the field angle is
calculated by using terminal voltages and
current or Hall sensors.
12/6/2015 Field oriented control of Induction Motor 16Figure :
17. Direct Vector Control contd…
● The principal vector control parameters, ids
and iqs , which are dc values in the
synchronously rotating reference frame,
are converted to the stationary reference
frame (using the vector rotation (VR)
block) by using the unit vector cosθe and
sinθe.
● These stationary reference frame control
parameters ids
s and iqs
s are then changed to
the phase current command signals, ia , ib
and ic which are fed to the given type of12/6/2015 Field oriented control of Induction Motor 17
18. Direct Vector Control contd…
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A flux control loop is used to
precisely control the flux. Torque
control is achieved through the
current iqs which is generated from
the speed control loop. The torque
can be negative which will result in a
negative phase orientation for iqs in
the phasor diagram.
19. Direct Vector Control contd…
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Figure : ds-qs and de-qe phasors showing rotor flux
orientation
20. Direct Vector Control contd…
● Here the de-qe frame is rotating at synchronous
speed ωe with respect to the stationary reference
frame ds-qs, and at any point in time, the angular
position of the de axis with respect to the ds axis is
θe (=ωet).
● From this phasor diagram we can write:
● Therefore ,
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Ψ Ψ
Ψ
21. Direct Vector Control contd…
12/6/2015 Field oriented control of Induction Motor 21
● The cosθe and sinθe signals in correct phase
position are shown below:
● From the above figure : These unit vector signals,
when used in the vector rotation(VR) block, cause
ids to maintain orientation along the de-axis and
the iqs orientation along the qe-axis.
● Finaly the above two waveforms are showing the
two DC quantities Ids and Iqs which are in ohase
quarature.
22. Advantages of vector control
A few of the salient features of vector control
are:
● The motor is “self-controlled” by using
the unit vectors(by vector rotation block)
to help control the frequency and phase.
● There is no concern about instability
because limiting within the safe limit
automatically limits operation to the stable
region.12/6/2015 Field oriented control of Induction Motor 22
23. Advantages of vector control contd….
● Transient response will be fast because
torque control by iqs does not affect flux.
● Vector control allows for speed control in
all four quadrants (without additional
control elements) since negative torque is
directly taken care of in vector control.
● Dynamic speed accuracy.
● Reduction in size of motor, cost and power
consumption.
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24. Disadvantage
● With the number of steps involved in
conversions from 3 to 2 phase d-q model this
method is complex in nature.
● This method is impractical with complete
accuracy.
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25. MATLAB Work
● The MATLAB SIMULINK modeling of
Induction machine of prescribed rating is
shown below:
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Phase conversion inside
Induction machine model
26. MATLAB Work(PI Control)
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o This is the model inside
the pulse generation block
o Here the actual and
reference speeds are
compared and the error
speed is used as input to
the inverter.
28. Simulink results (PI)
● simulation output shows the response for the constant
speed of 955rpm (100rad/s) at no load that is torque is zero.
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29. Simulink results (PI)
● For step speed of 1430rpm (150rad/s) at 0.2s.
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30. Simulink results (PI)
● For constant speed of 100 rad/s(955rpm) and step torque of
10Nm at 0.2s.
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31. Simulink results (FLC)
● The response for the constant speed of 100 rad/s(955rpm)
and no load torque is as shown:
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32. Simulink results (FLC)
● The response for the step speed of 100 rad/s(1430rpm) and
no load torque is as shown:
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33. Conclusion
● By using this method we obtained maximum
response in minimum time.
● On comparing with scalar control method this
method is fast, accurate and control variable speed
of induction motor.
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34. References
● 1. Matlab mathworks.com Induction machine model.
● 2. B.K. Bose, Power Electronics and AC Drives, Prentice-Hall,’’ NJ, USA, 2002.
● 3.www.wikipedia.com
● 4. www.google.com
● 5.Nptel lectures of Induction motor Modeling.
● 6. Vas, P. ,"Vector Control of AC Machines", Oxford University Press, Oxford,1990.
● 7. Lai, Y-S.,"Modelling and Vector Control of Induction Machines- a New Unified
Approach", in Conf. Rec. Power Engineering Soc. Winter Meeting, Vol. I, 1999, pp.
47-52.
● 8. H. C. Stanley, An Analysis of the Induction Motor , AIEE Transactions, Vol. 57
(Supplement), 1938, pp. 751-755.
● 9. Adel Aktaibi & Daw Ghanim,”Dynamic Simulation of a Three-Phase Induction
Motor Using Matlab Simulink”,IEEE,Canada
● 10. Sandeep Goyat , Rajesh Kr. Ahuja,” SPEED CONTROL OF INDUCTION MOTOR
USING VECTOR OR FIELD ORIENTED CONTROL”,IJAET, ISSN: 2231-1963 475 Vol. ,July
2012.
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