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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1464
Investigation of of Three Phase Induction Speed Control Strategies
using NO controller and PID Controller
Himanshu Mishra1, Rameshwar singh2, Manoj Solanki3
1M.Tech student, Electrical Engineering, Nagaji Institute of Technology and management, Gwalior, India
2,3Asst Prof. Electrical Engineering, Nagaji Institute of Technology and management, Gwalior, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - This paper based on the speed control of
induction motor using Without control, proportional
control, proportional integral controller and smart
proportional integral derivative controller with the use of
vector control technique. The induction motors were
characterized by complex, highly non-linear and time-
varying dynamics, and hence their speed control is a
challenging problem in the industry. The advent of vector
control techniques has solved induction motor control
problems; this paper presents a discrete PI and PID control
based speed controller and its design for vector controlled
induction motor drive. MATLAB simulation is carried out
and results are investigated for speed control of Induction
Motor without any controller, P- controller, with PI
controller and with PID controller on full load condition.
The proposed method, are very efficient and could easily be
extended for other global Techniques.
Key Words: induction motors, Speed Control of induction
motors, P- Controller, PI Controller, PID Controller,
1. INTRODUCTION
The demand for control of electric power for electric
motor drive system and industrial control existed for
many years. Power electronics have revolutionized the
concept of power control for power conversion and for
control of electrical motor drives. Variable-speed drives
are created when a motor is combined with a power
electronics converter. Variable speed AC motor drives
have been continuously developed during the last decades
owing to the advances in power electronics, control theory
and microprocessors technology. By introducing variable
speed to the driven load, it is possible to optimize the
efficiency of the entire system and it is in this area that the
greatest efficiency gains are possible. AC motor drives are
widely used to control the speed of conveyor systems,
blower speeds, pump [1].Along with industrial progress
high performance drives are essential. Recent advances in
semiconductors, converters and new control techniques
have great role in this progress. Usually classical control
requires accurate mathematical model of the system and
also its performance decreases for nonlinear system such
as drives. Recently by adapting non linear speed control
techniques the dynamic performance of electric drives can
be improved. Speeds, machine tool speeds, and other
applications that require variable speed. Control deals
with the steady state and dynamic characteristics of closed
loop system. The development in microprocessor and
microcontroller technology has a great impact on the
control and synthesizing the control strategy for power
semiconductor devices [2].
In this paper we will discuss the conventional all tuning
controller. Finally we will present the simulation result for
speed control of induction motor using without control,
proportional control, proportional integral controller and
smart proportional integral derivative controller with the
use of vector control technique and a brief discussion.
2 Related works
S. Senthilkumar and S. Vijayan have presented
Simulation of High Performance PID Controller for
Induction Motor Speed Control with Mathematical
Modeling in this article This study presents the design of
high performance PID controller for three phase induction
motor V/f speed control with induction motor
mathematical modeling. V/f method is a simple method
for speed control of induction motor. The control scheme
is based on the popular constant volts per hertz (V/f)
method using the high performance PID controller [3].
Martino O Ajangnay
In this paper, we proposed methods of computing
Proportional, Integral and Derivative (PID) parameters
controller for vector control of induction motor. The
optimal parameters for current loop, flux loop, and speed
loop as function of required settling time and motor
parameters will be computed by the proposed method.
The significant of the proposed method is that one factor
(settling time) is the only parameter required to be given
by the user such that the method calculated the PID
parameter for each loop control [4].
Nguyen Vinh Quan, Nguyen Minh Tam have presented
Sliding Mode Control of a Three Phase Induction Motor
Based on RBF Neural Network in this artivcle A stator-
tlux-oriented vector controller of induction motor is often
used in the controllers due to less depending on
parameters of the motors, the parameters of the motors
are nonlinear and time-varying solution conditions slip
control will be applied by the brilliant advantages of
stability control is slipping sustainable and as soon as the
system noise. On the other hand, when the parameters of
nonlinear objects changes over time, the problems keep
constant speed when the load changes are difficult to
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1465
implement, therefore the neural network is used to
identify the speed of machines are needed to increase the
stability control system. This article presents a new
method of designing sliding mode controller based on
radial basic function network for three-phase
asynchronous motors based a stator-tlux-oriented vector
controller [5].
Madhavi L. Mhaisgawali, Prof.Mrs. S. P. Muley in this
article the induction motors were characterized by
complex, highly non-linear and time-varying dynamics,
and hence their speed control is a challenging problem in
the industry. The advent of vector control techniques has
solved induction motor control problems. This paper
based on the speed control of induction motor using
proportional integral derivative controller with the use of
vector control technique [6].
N. Lavanya, has presented Performance of Indirect Matrix
Converter with Improved Control Feeding Doubly Fed
Induction Machine in this paper An Indirect Matrix
Converter with modified control technique feeding the
rotor of Doubly fed induction machine with stator
connected to three phase supply is discussed in this paper.
This Indirect Matrix Converter with proposed control is
divided into Rectifier stage and inverter stage. The output
of the Rectifier stage with the proposed improved
switching produces maximum dc voltage when compared
to that of conventional IMC at the DC bus and ensures that
the fundamental input current is kept at unity power
factor under all operating conditions. The inverter stage
uses new vectors where by the switching losses and
output voltage distortions are reduced. [7].
3. ELECTRICAL INDUCTION MACHINE
Electrical motor is an electromechanical energy converter
that translates its input electrical energy into output
mechanical energy. They are available for more than a
century and are playing a very vital role in the
development of modern technology. Better understanding
of the energy conversion principles coupled with the
evolution of new and improved materials have
contributed to advanced machine design. The theory of
finite element analysis which is introduced recently has
helped in further development and design optimization of
electrical motors. The advent of modern digital processors
and massive development of power electronics and
semiconductor devices have made revolutionary
contribution in the control and application of these
devices. The direct current (dc) motor, induction motor
and synchronous motor are the most commonly used in
industrial applications [7-8].
Fig 1 Squirrel cage induction motor
Most of the induction motors upto 90%) are of squirrel
cage type. Squirrel cage type rotor has very simple and
almost indestructible construction. This type of rotor
consists of a cylindrical laminated core, having parallel
slots on it. These parallel slots carry rotor conductors. In
this type of rotor, heavy bars of copper, aluminum or
alloys are used as rotor conductors instead of wires.fig 1 is
induction motor Rotor slots are slightly skewed to achieve
following advantages - it reduces locking tendency of the
rotor, i.e. the tendency of rotor teeth to remain under
stator teeth due to magnetic attraction. Increases the
effective transformation ratio between stator and rotor
and Increases rotor resistance due to increased length of
the rotor conductor.
4. Synchronous Speed of induction motor
Where, f = frequency and P is the number of poles
Where, f = frequency and P is the number of poles
The speed of induction motor is given by,
Nr = (1-s) Ns
Where, Nr is the speed of the rotor of an induction motor,
Ns is the synchronous speed, S is the slip. The torque
produced by three phase induction motor is given by,
When the rotor is at standstill slip, s is one. So the
equation of torque is,
Where, E2 is the rotor emf Ns is the synchronous speed
R2 is the rotor resistance X2 is the rotor inductive
reactance.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1466
5. PROPORTIONAL INTEGRATIVE DERIVATIVE
CONTROLLER
PID controllers use a 3 basic behavior types or modes: P -
proportional, I - integrative and D -derivative. While
proportional and integrative modes are also used as single
control modes, a derivative mode is rarely used on its own
in control systems, such as PI and PD control are very
often in practical systems.fig 2 is PID controller with
speed control of induction motor [9-10].
Fig 2 PID controller
This is the most popular method for controlling the speed
of an induction motor. As in above method, if the supply
frequency is reduced keeping the rated supply voltage, the
air gap flux will tend to saturate. The magnitude of the
stator flux is proportional to the ratio of the stator voltage
and the frequency. Hence, if the ratio of voltage to
frequency is kept constant, the flux remains constant. Also,
by keeping V/F constant, the developed torque remains
approximately constant. This method gives higher run-
time efficiency. Therefore, majority of AC speed drives
employ constant V/F method for the speed control. Along
with wide range of speed control, this method also offers
'soft start' capability.
The speed performance of induction motor is checked first
without any controller and then with without controller
and Using PID controller. The simulink model is developed
in the MATLAB which is shown in following Figures 3.
FIG 3 MATLAB Simulink Model of Asynchronous Moto
6. ASYNCHRONOUS MOTOR PARAMETERS
The IM motor under study has the following specification
and parameters of induction motor. parameters of
induction motor is given in table 1and MATLAB Model of
induction motor show in the fig 4 fig 5, without controller
and smart PID.
TABLE 1 -Asynchronous Induction Motor
Fig 4 without controller induction motor
Fig 5 without controller induction motor
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1467
7. SIMULATION RESULTS
In this paper, two case studies of Induction Motor Speed
Control induction motor has been designed and
implemented in MATLAB along with the without
controller response and smart PID controller. The speed
or Stator per phase voltage Asynchronous Motor is
checked NO controller is show in fig 6 and fig 7 ,its
response is 1570 rpm or Stator per phase voltage 231.5
but smart PID controller is show in fig 8 or fig 9.
FIG 6 Stator per phase voltage (no controller )
Fig 7 speed of Asynchronous Motor (no controller )
FIG 8 Stator per phase voltage ( PID controller )
Fig 9 speed of Asynchronous Motor ( PID -controller )
According to Smart PID controller speed is calculated
1440 R.P.M from display of speed or Stator per phase
voltage 230.05, Speed is no fluctuated and more stable in
PID case and settling time is 0.9940.
TABLE 2 Comparative tables of Speed and Stator per
phase voltage
Parameters No Controller
used
Smart PID
controller used
Stator per
phase voltage
231.5 V 230.05 V
Speed 1570 rpm 1440 R.P.M.
Settling time No settle 0.25 sec
8. CONSOLATION
In this paper Simulation results it is concluded that,
compared with the NO controller and PID controller. The
PID controller has better dynamic response, minimum
response time, and small steady state error then NO
controller, the paper proposes a PID controller for three-
phase induction motor by using MATLAB SIMULINK
simulation. The proposed design is able to enhance the
performance and efficiency of the three-phase induction
motor.PID based results is optimum and dynamic
response.
REFERENCES
[1] Shuping Dang, Bowen Peng, Modeling and Simulation
of the VVVF Control of the Three-phase AC Asynchronous
Electromotor Based on Matlab/Simulink, 2014 IEEE.
[2] Swati Sikarwar* and Amol Barv, “Discrete PI and PID
Controller Based Three Phase Induction Motor Drive:
A Review” International Journal of Electrical, Electronics
and Computer Engineering 2(2): 97-100(2013).
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1468
[3] 1S. Senthilkumar and 2S. Vijayan, “Simulation of High
Performance PID Controller for Induction Motor Speed
Control with Mathematical Modeling ” Research Journal of
Applied Sciences, Engineering and Technology 6(18):
3343-3348, 2013
[4] Martino O Ajangnay,”Optimal PID Controller
Parameters for Vector Control of Induction Motors.
“International Symposium on Power Electronics, Electrical
Drives, Automation and Motion, 2010 IEEE.
[5] N. Lavanya, “Performance Of Indirect Matrix Converter
With Improved Control Feeding Doubly Fed Induction
Machine ”Ieee Conference 2.17.
[6] Madhavi L. Mhaisgawali, “Speed Control of Induction
Motor using PI and PI Controlle “,IOSR Journal of
Engineering (IOSRJEN) Vol. 3, Issue 5 (May. 2013), ||V1 ||
PP 25-30
[7] Nguyen Vinh Quan, Nguyen Minh Tam “Sliding Mode
Control of a Three Phase Induction Motor Based on RBF
Neural Network,, IEEE 2017 International Conference on
System Science and Engineering .
[8] M. HERALD WILSON1, “M. HERALD WILSON1” IOSR
Journal of Electrical and Electronics Engineering (IOSR-
JEEE),2016.
[9] R. Arulmozhiyl, K.Baskaran “ Space Vector Pulse Width
Modulation Based Speed Control of Induction Motor using
Fuzzy PI Controller”, International Journal of Computer
and Electrical Engineering, Volume 1, Number 1, 2009.
[10] Swati Sikarwar* and Amol Barve, “ Discrete PI and
PID Controller Based Three Phase Induction Motor Drive:
A Review “International Journal of Electrical, Electronics
and Computer Engineering 2(2): 97-100(2013).

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  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1464 Investigation of of Three Phase Induction Speed Control Strategies using NO controller and PID Controller Himanshu Mishra1, Rameshwar singh2, Manoj Solanki3 1M.Tech student, Electrical Engineering, Nagaji Institute of Technology and management, Gwalior, India 2,3Asst Prof. Electrical Engineering, Nagaji Institute of Technology and management, Gwalior, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - This paper based on the speed control of induction motor using Without control, proportional control, proportional integral controller and smart proportional integral derivative controller with the use of vector control technique. The induction motors were characterized by complex, highly non-linear and time- varying dynamics, and hence their speed control is a challenging problem in the industry. The advent of vector control techniques has solved induction motor control problems; this paper presents a discrete PI and PID control based speed controller and its design for vector controlled induction motor drive. MATLAB simulation is carried out and results are investigated for speed control of Induction Motor without any controller, P- controller, with PI controller and with PID controller on full load condition. The proposed method, are very efficient and could easily be extended for other global Techniques. Key Words: induction motors, Speed Control of induction motors, P- Controller, PI Controller, PID Controller, 1. INTRODUCTION The demand for control of electric power for electric motor drive system and industrial control existed for many years. Power electronics have revolutionized the concept of power control for power conversion and for control of electrical motor drives. Variable-speed drives are created when a motor is combined with a power electronics converter. Variable speed AC motor drives have been continuously developed during the last decades owing to the advances in power electronics, control theory and microprocessors technology. By introducing variable speed to the driven load, it is possible to optimize the efficiency of the entire system and it is in this area that the greatest efficiency gains are possible. AC motor drives are widely used to control the speed of conveyor systems, blower speeds, pump [1].Along with industrial progress high performance drives are essential. Recent advances in semiconductors, converters and new control techniques have great role in this progress. Usually classical control requires accurate mathematical model of the system and also its performance decreases for nonlinear system such as drives. Recently by adapting non linear speed control techniques the dynamic performance of electric drives can be improved. Speeds, machine tool speeds, and other applications that require variable speed. Control deals with the steady state and dynamic characteristics of closed loop system. The development in microprocessor and microcontroller technology has a great impact on the control and synthesizing the control strategy for power semiconductor devices [2]. In this paper we will discuss the conventional all tuning controller. Finally we will present the simulation result for speed control of induction motor using without control, proportional control, proportional integral controller and smart proportional integral derivative controller with the use of vector control technique and a brief discussion. 2 Related works S. Senthilkumar and S. Vijayan have presented Simulation of High Performance PID Controller for Induction Motor Speed Control with Mathematical Modeling in this article This study presents the design of high performance PID controller for three phase induction motor V/f speed control with induction motor mathematical modeling. V/f method is a simple method for speed control of induction motor. The control scheme is based on the popular constant volts per hertz (V/f) method using the high performance PID controller [3]. Martino O Ajangnay In this paper, we proposed methods of computing Proportional, Integral and Derivative (PID) parameters controller for vector control of induction motor. The optimal parameters for current loop, flux loop, and speed loop as function of required settling time and motor parameters will be computed by the proposed method. The significant of the proposed method is that one factor (settling time) is the only parameter required to be given by the user such that the method calculated the PID parameter for each loop control [4]. Nguyen Vinh Quan, Nguyen Minh Tam have presented Sliding Mode Control of a Three Phase Induction Motor Based on RBF Neural Network in this artivcle A stator- tlux-oriented vector controller of induction motor is often used in the controllers due to less depending on parameters of the motors, the parameters of the motors are nonlinear and time-varying solution conditions slip control will be applied by the brilliant advantages of stability control is slipping sustainable and as soon as the system noise. On the other hand, when the parameters of nonlinear objects changes over time, the problems keep constant speed when the load changes are difficult to
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1465 implement, therefore the neural network is used to identify the speed of machines are needed to increase the stability control system. This article presents a new method of designing sliding mode controller based on radial basic function network for three-phase asynchronous motors based a stator-tlux-oriented vector controller [5]. Madhavi L. Mhaisgawali, Prof.Mrs. S. P. Muley in this article the induction motors were characterized by complex, highly non-linear and time-varying dynamics, and hence their speed control is a challenging problem in the industry. The advent of vector control techniques has solved induction motor control problems. This paper based on the speed control of induction motor using proportional integral derivative controller with the use of vector control technique [6]. N. Lavanya, has presented Performance of Indirect Matrix Converter with Improved Control Feeding Doubly Fed Induction Machine in this paper An Indirect Matrix Converter with modified control technique feeding the rotor of Doubly fed induction machine with stator connected to three phase supply is discussed in this paper. This Indirect Matrix Converter with proposed control is divided into Rectifier stage and inverter stage. The output of the Rectifier stage with the proposed improved switching produces maximum dc voltage when compared to that of conventional IMC at the DC bus and ensures that the fundamental input current is kept at unity power factor under all operating conditions. The inverter stage uses new vectors where by the switching losses and output voltage distortions are reduced. [7]. 3. ELECTRICAL INDUCTION MACHINE Electrical motor is an electromechanical energy converter that translates its input electrical energy into output mechanical energy. They are available for more than a century and are playing a very vital role in the development of modern technology. Better understanding of the energy conversion principles coupled with the evolution of new and improved materials have contributed to advanced machine design. The theory of finite element analysis which is introduced recently has helped in further development and design optimization of electrical motors. The advent of modern digital processors and massive development of power electronics and semiconductor devices have made revolutionary contribution in the control and application of these devices. The direct current (dc) motor, induction motor and synchronous motor are the most commonly used in industrial applications [7-8]. Fig 1 Squirrel cage induction motor Most of the induction motors upto 90%) are of squirrel cage type. Squirrel cage type rotor has very simple and almost indestructible construction. This type of rotor consists of a cylindrical laminated core, having parallel slots on it. These parallel slots carry rotor conductors. In this type of rotor, heavy bars of copper, aluminum or alloys are used as rotor conductors instead of wires.fig 1 is induction motor Rotor slots are slightly skewed to achieve following advantages - it reduces locking tendency of the rotor, i.e. the tendency of rotor teeth to remain under stator teeth due to magnetic attraction. Increases the effective transformation ratio between stator and rotor and Increases rotor resistance due to increased length of the rotor conductor. 4. Synchronous Speed of induction motor Where, f = frequency and P is the number of poles Where, f = frequency and P is the number of poles The speed of induction motor is given by, Nr = (1-s) Ns Where, Nr is the speed of the rotor of an induction motor, Ns is the synchronous speed, S is the slip. The torque produced by three phase induction motor is given by, When the rotor is at standstill slip, s is one. So the equation of torque is, Where, E2 is the rotor emf Ns is the synchronous speed R2 is the rotor resistance X2 is the rotor inductive reactance.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1466 5. PROPORTIONAL INTEGRATIVE DERIVATIVE CONTROLLER PID controllers use a 3 basic behavior types or modes: P - proportional, I - integrative and D -derivative. While proportional and integrative modes are also used as single control modes, a derivative mode is rarely used on its own in control systems, such as PI and PD control are very often in practical systems.fig 2 is PID controller with speed control of induction motor [9-10]. Fig 2 PID controller This is the most popular method for controlling the speed of an induction motor. As in above method, if the supply frequency is reduced keeping the rated supply voltage, the air gap flux will tend to saturate. The magnitude of the stator flux is proportional to the ratio of the stator voltage and the frequency. Hence, if the ratio of voltage to frequency is kept constant, the flux remains constant. Also, by keeping V/F constant, the developed torque remains approximately constant. This method gives higher run- time efficiency. Therefore, majority of AC speed drives employ constant V/F method for the speed control. Along with wide range of speed control, this method also offers 'soft start' capability. The speed performance of induction motor is checked first without any controller and then with without controller and Using PID controller. The simulink model is developed in the MATLAB which is shown in following Figures 3. FIG 3 MATLAB Simulink Model of Asynchronous Moto 6. ASYNCHRONOUS MOTOR PARAMETERS The IM motor under study has the following specification and parameters of induction motor. parameters of induction motor is given in table 1and MATLAB Model of induction motor show in the fig 4 fig 5, without controller and smart PID. TABLE 1 -Asynchronous Induction Motor Fig 4 without controller induction motor Fig 5 without controller induction motor
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1467 7. SIMULATION RESULTS In this paper, two case studies of Induction Motor Speed Control induction motor has been designed and implemented in MATLAB along with the without controller response and smart PID controller. The speed or Stator per phase voltage Asynchronous Motor is checked NO controller is show in fig 6 and fig 7 ,its response is 1570 rpm or Stator per phase voltage 231.5 but smart PID controller is show in fig 8 or fig 9. FIG 6 Stator per phase voltage (no controller ) Fig 7 speed of Asynchronous Motor (no controller ) FIG 8 Stator per phase voltage ( PID controller ) Fig 9 speed of Asynchronous Motor ( PID -controller ) According to Smart PID controller speed is calculated 1440 R.P.M from display of speed or Stator per phase voltage 230.05, Speed is no fluctuated and more stable in PID case and settling time is 0.9940. TABLE 2 Comparative tables of Speed and Stator per phase voltage Parameters No Controller used Smart PID controller used Stator per phase voltage 231.5 V 230.05 V Speed 1570 rpm 1440 R.P.M. Settling time No settle 0.25 sec 8. CONSOLATION In this paper Simulation results it is concluded that, compared with the NO controller and PID controller. The PID controller has better dynamic response, minimum response time, and small steady state error then NO controller, the paper proposes a PID controller for three- phase induction motor by using MATLAB SIMULINK simulation. The proposed design is able to enhance the performance and efficiency of the three-phase induction motor.PID based results is optimum and dynamic response. REFERENCES [1] Shuping Dang, Bowen Peng, Modeling and Simulation of the VVVF Control of the Three-phase AC Asynchronous Electromotor Based on Matlab/Simulink, 2014 IEEE. [2] Swati Sikarwar* and Amol Barv, “Discrete PI and PID Controller Based Three Phase Induction Motor Drive: A Review” International Journal of Electrical, Electronics and Computer Engineering 2(2): 97-100(2013).
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 06 | June -2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1468 [3] 1S. Senthilkumar and 2S. Vijayan, “Simulation of High Performance PID Controller for Induction Motor Speed Control with Mathematical Modeling ” Research Journal of Applied Sciences, Engineering and Technology 6(18): 3343-3348, 2013 [4] Martino O Ajangnay,”Optimal PID Controller Parameters for Vector Control of Induction Motors. “International Symposium on Power Electronics, Electrical Drives, Automation and Motion, 2010 IEEE. [5] N. Lavanya, “Performance Of Indirect Matrix Converter With Improved Control Feeding Doubly Fed Induction Machine ”Ieee Conference 2.17. [6] Madhavi L. Mhaisgawali, “Speed Control of Induction Motor using PI and PI Controlle “,IOSR Journal of Engineering (IOSRJEN) Vol. 3, Issue 5 (May. 2013), ||V1 || PP 25-30 [7] Nguyen Vinh Quan, Nguyen Minh Tam “Sliding Mode Control of a Three Phase Induction Motor Based on RBF Neural Network,, IEEE 2017 International Conference on System Science and Engineering . [8] M. HERALD WILSON1, “M. HERALD WILSON1” IOSR Journal of Electrical and Electronics Engineering (IOSR- JEEE),2016. [9] R. Arulmozhiyl, K.Baskaran “ Space Vector Pulse Width Modulation Based Speed Control of Induction Motor using Fuzzy PI Controller”, International Journal of Computer and Electrical Engineering, Volume 1, Number 1, 2009. [10] Swati Sikarwar* and Amol Barve, “ Discrete PI and PID Controller Based Three Phase Induction Motor Drive: A Review “International Journal of Electrical, Electronics and Computer Engineering 2(2): 97-100(2013).