SlideShare a Scribd company logo
1 of 16
BRUSHLESS DC MOTOR
CONTROL USING PID &
FUZZY LOGIC CONTROL
Amiya Ranjan Behera
140916013
EMAL
CONTENTS :
 Introduction
 BLDC
 Mathematical model of BLDC
 BLDC control by PID controller
 Advantage & disadvantages of PID controller
 BLDC control by FUZZY controller
 Result & discussion
 Comparison between PID & Fuzzy controller
 BLDC control by Fuzzy PID controller
 Conclusion
09-10-2014
2
CSDPresentation
INTRODUCTION :
 Brushless DC (BLDC) servomotor drives have been
widely used in aeronautics, electric vehicles, robotics,
and food & chemical industries.
 P,PI & PID controller are being used with the BLDC
servomotor drive control system to achieve satisfactory
transient and steady state response.
 Now a days PID & FUZZY logic controllers are the main
controller being used to control BLDC.
 It is essential to know the exact mathematical model of
the systems or response of the system for designing
these controller.
09-10-2014
3
CSDPresentation
WHAT IS BLDC ?
09-10-2014
4
CSDPresentation
MATHEMATICAL MODELING OF BLDC :
09-10-2014
5
CSDPresentation
DESIGN OF PID CONTROLLER :
09-10-2014
6
 The PID controller algorithm involves three separate constant
parameters, and is accordingly sometimes called three-term
control: the proportional, the integral and derivative values,
denoted P, I, and D.
 Defining as the controller output, the final form of the PID
algorithm is:
CSDPresentation
IMPLEMENTATION PID CONTROLLER :
09-10-2014
7
CSDPresentation
ADVANTAGE & DISADVANTAGES OF PID :
 It is well known that the conventional PID
controllers will yield better transient and steady-
state responses, if the system parameters remain
unchanged during the operating conditions.
 But the parameters of the practical systems change
during operating conditions. As a result, the PID
controllers failed to yield desired performance
under nonlinearity, load disturbances, and
parameter variations of motor and load.
 This has resulted in an increase in demand for
nonlinear controllers, intelligent and adaptive
controllers.
09-10-2014
8
CSDPresentation
DESIGN OF FUZZY CONTROLLER :
09-10-2014
9
CSDPresentation
IMPLEMENTATION FUZZY CONTROLLER :
09-10-2014
10
CSDPresentation
EXPERIMENTAL RESULT :
09-10-2014
11
CSDPresentation
DISADVANTAGES OF FUZZY CONTROLLER:
 It is not useful for programs much larger or smaller
than the historical data.
 It requires a lot of data
 The estimators must be familiar with the historically
developed programs
09-10-2014
12
CSDPresentation
BLDC CONTROL BY FUZZY PID
CONTROLLER:
09-10-2014
13
 Fuzzy PID control is in the PID control based on
fuzzy control theory.
 The main motivation for this design is to control
some known nonlinear systems, which violate the
conventional assumption of the linear PID
controller.
CSDPresentation
CONCLUSION :
 The PID and fuzzy control techniques are
successfully implemented for the BLDC servomotor
drive system. The effect of parameter variations on
the performance of the BLDC servomotor drive
system is investigated with experimental results.
 Since the PID-fuzzy control system is easy to
design and implement, effective in dealing with the
uncertainties and parameter variations, and has
better overall performance, fuzzy-PID controller-
based BLDC servomotor drive system may be
preferred over PID controller-based BLDC
servomotor drive for automation, robotics, position
and velocity control systems, and industrial control
applications.
09-10-2014
14
CSDPresentation
REFERENCES :
 R. Krishnan, Permanent Magnet Synchronous and
Brushless DC Motor Drives: Theory, Operation,
Performance, Modelling , Simulation, Analysis, and
Design—Part 3, Permanent Magnet Brushless DC
Machines and their Control. Boca Raton.
 P. Pillay and R. Krishnan, “Modelling, simulation,
and analysis of permanent-magnet motor drives,
part ii: The brushless dc motor drive,”IEEE Trans.
Ind. Appl., vol. 25, no. 2
 R. Shanmugasundram, K. M. Zakariah, and N.
Yadaiah, “Low-cost high-performance brushless dc
motor drive for speed control applications,” in Proc.
IEEE Int. Conf. Adv. Recent Technol..
09-10-2014
15
CSDPresentation
09-10-2014
16
CSDPresentation

More Related Content

What's hot

Firing Angle Control & Constant Current Control
Firing Angle Control & Constant Current ControlFiring Angle Control & Constant Current Control
Firing Angle Control & Constant Current ControlKaushik Naik
 
MPPT using fuzzy logic
MPPT using fuzzy logicMPPT using fuzzy logic
MPPT using fuzzy logicmazirabbas
 
Speed control of dc motor using chopper
Speed control of dc motor using chopperSpeed control of dc motor using chopper
Speed control of dc motor using chopperAjeeta Srivastava
 
Control of hvdc system
Control of hvdc systemControl of hvdc system
Control of hvdc systemAazim Rasool
 
Power system stability and control using facts devices
Power system stability and control using facts devicesPower system stability and control using facts devices
Power system stability and control using facts devicesAjit Singh Rajawat
 
Protection and control of Microgrid
Protection and control of MicrogridProtection and control of Microgrid
Protection and control of MicrogridAmarjeet S Pandey
 
Single area load frequency control by using pi,fuzzy logic control1
Single area load frequency control by using pi,fuzzy logic control1Single area load frequency control by using pi,fuzzy logic control1
Single area load frequency control by using pi,fuzzy logic control1SAI SREE
 
Vehicle to grid technology
Vehicle to grid technologyVehicle to grid technology
Vehicle to grid technologyMD. Anamul Haque
 
Power system automation
Power system automationPower system automation
Power system automationAbbas Ali
 
simulation of maximum power point tracking for photovoltaic systems
simulation of maximum power point tracking for photovoltaic systemssimulation of maximum power point tracking for photovoltaic systems
simulation of maximum power point tracking for photovoltaic systemsST. MARTIN'S ENGINEERING COLLEGE
 
DFIG BASED WIND TURBINE
DFIG BASED WIND TURBINEDFIG BASED WIND TURBINE
DFIG BASED WIND TURBINELogu Mani
 
Control of dc drives
Control of dc drivesControl of dc drives
Control of dc drivesKeval Patel
 
vector control of induction motor
vector control of induction motorvector control of induction motor
vector control of induction motorDwaraka Pilla
 
Doubly fed-induction-generator
Doubly fed-induction-generatorDoubly fed-induction-generator
Doubly fed-induction-generatorHarshad Karmarkar
 
Updated field oriented control of induction motor.pptx
Updated field oriented control of induction motor.pptxUpdated field oriented control of induction motor.pptx
Updated field oriented control of induction motor.pptxMohit Sharma
 

What's hot (20)

Firing Angle Control & Constant Current Control
Firing Angle Control & Constant Current ControlFiring Angle Control & Constant Current Control
Firing Angle Control & Constant Current Control
 
MPPT using fuzzy logic
MPPT using fuzzy logicMPPT using fuzzy logic
MPPT using fuzzy logic
 
Speed control of dc motor using chopper
Speed control of dc motor using chopperSpeed control of dc motor using chopper
Speed control of dc motor using chopper
 
Control of hvdc system
Control of hvdc systemControl of hvdc system
Control of hvdc system
 
Power system stability and control using facts devices
Power system stability and control using facts devicesPower system stability and control using facts devices
Power system stability and control using facts devices
 
Swing equation
Swing equationSwing equation
Swing equation
 
Protection and control of Microgrid
Protection and control of MicrogridProtection and control of Microgrid
Protection and control of Microgrid
 
Single area load frequency control by using pi,fuzzy logic control1
Single area load frequency control by using pi,fuzzy logic control1Single area load frequency control by using pi,fuzzy logic control1
Single area load frequency control by using pi,fuzzy logic control1
 
Power System Frequency
Power System Frequency Power System Frequency
Power System Frequency
 
Vehicle to grid technology
Vehicle to grid technologyVehicle to grid technology
Vehicle to grid technology
 
Power system automation
Power system automationPower system automation
Power system automation
 
simulation of maximum power point tracking for photovoltaic systems
simulation of maximum power point tracking for photovoltaic systemssimulation of maximum power point tracking for photovoltaic systems
simulation of maximum power point tracking for photovoltaic systems
 
statcom
statcomstatcom
statcom
 
DFIG BASED WIND TURBINE
DFIG BASED WIND TURBINEDFIG BASED WIND TURBINE
DFIG BASED WIND TURBINE
 
Control of dc drives
Control of dc drivesControl of dc drives
Control of dc drives
 
vector control of induction motor
vector control of induction motorvector control of induction motor
vector control of induction motor
 
Droop control approach for power sharing in AC microgrid
Droop control approach for power sharing in AC microgrid Droop control approach for power sharing in AC microgrid
Droop control approach for power sharing in AC microgrid
 
Integrated protection and control strategies for microgrid
Integrated protection and control strategies for microgridIntegrated protection and control strategies for microgrid
Integrated protection and control strategies for microgrid
 
Doubly fed-induction-generator
Doubly fed-induction-generatorDoubly fed-induction-generator
Doubly fed-induction-generator
 
Updated field oriented control of induction motor.pptx
Updated field oriented control of induction motor.pptxUpdated field oriented control of induction motor.pptx
Updated field oriented control of induction motor.pptx
 

Viewers also liked

Speed control of dc motor by fuzzy controller
Speed control of dc motor by fuzzy controllerSpeed control of dc motor by fuzzy controller
Speed control of dc motor by fuzzy controllerMurugappa Group
 
Pid controller tuning using fuzzy logic
Pid controller tuning using fuzzy logicPid controller tuning using fuzzy logic
Pid controller tuning using fuzzy logicRoni Roshni
 
Design of fuzzzy pid controller for bldc motor
Design of fuzzzy pid controller for bldc motorDesign of fuzzzy pid controller for bldc motor
Design of fuzzzy pid controller for bldc motorMishal Hussain
 
Proportional-Derivative-Integral (PID) Control
Proportional-Derivative-Integral (PID) ControlProportional-Derivative-Integral (PID) Control
Proportional-Derivative-Integral (PID) Controlguest9006ab
 
PID Controller
PID ControllerPID Controller
PID Controllersaishah72
 
Design of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLAB
Design of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLABDesign of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLAB
Design of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLABijsrd.com
 
Brushless dc motors (BLDC Motor)
Brushless dc motors (BLDC Motor)Brushless dc motors (BLDC Motor)
Brushless dc motors (BLDC Motor)haeebakhtar
 
FUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTER
FUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTERFUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTER
FUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTERRAGHVENDRA KUMAR PANDIT
 
A seminar on brushless dc motors
A seminar on brushless dc motorsA seminar on brushless dc motors
A seminar on brushless dc motorsvishal Barvaliya
 
Fuzzy Logic in the Real World
Fuzzy Logic in the Real WorldFuzzy Logic in the Real World
Fuzzy Logic in the Real WorldBCSLeicester
 
Sensorless Speed Control of BLDC Motor
Sensorless Speed Control of BLDC MotorSensorless Speed Control of BLDC Motor
Sensorless Speed Control of BLDC Motorijsrd.com
 
Speed Control of BLDC Motor with Four Quadrant Operation Using dsPIC
Speed Control of BLDC Motor with Four Quadrant Operation Using dsPICSpeed Control of BLDC Motor with Four Quadrant Operation Using dsPIC
Speed Control of BLDC Motor with Four Quadrant Operation Using dsPICijsrd.com
 
Speed Control of Brushless Dc Motor Using Fuzzy Logic Controller
Speed Control of Brushless Dc Motor Using Fuzzy Logic ControllerSpeed Control of Brushless Dc Motor Using Fuzzy Logic Controller
Speed Control of Brushless Dc Motor Using Fuzzy Logic Controlleriosrjce
 
Pid controllers
Pid controllersPid controllers
Pid controllersmilind1076
 

Viewers also liked (20)

Speed control of dc motor by fuzzy controller
Speed control of dc motor by fuzzy controllerSpeed control of dc motor by fuzzy controller
Speed control of dc motor by fuzzy controller
 
Pid controller tuning using fuzzy logic
Pid controller tuning using fuzzy logicPid controller tuning using fuzzy logic
Pid controller tuning using fuzzy logic
 
Design of fuzzzy pid controller for bldc motor
Design of fuzzzy pid controller for bldc motorDesign of fuzzzy pid controller for bldc motor
Design of fuzzzy pid controller for bldc motor
 
Proportional-Derivative-Integral (PID) Control
Proportional-Derivative-Integral (PID) ControlProportional-Derivative-Integral (PID) Control
Proportional-Derivative-Integral (PID) Control
 
PID Controller
PID ControllerPID Controller
PID Controller
 
Bldc motors ppt
Bldc motors pptBldc motors ppt
Bldc motors ppt
 
Fuzzy logic ppt
Fuzzy logic pptFuzzy logic ppt
Fuzzy logic ppt
 
Design of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLAB
Design of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLABDesign of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLAB
Design of Fuzzy Logic Controller for Speed Regulation of BLDC motor using MATLAB
 
Fuzzy front pages
Fuzzy front pagesFuzzy front pages
Fuzzy front pages
 
Brushless DC Motors
Brushless DC MotorsBrushless DC Motors
Brushless DC Motors
 
Brushless dc motors (BLDC Motor)
Brushless dc motors (BLDC Motor)Brushless dc motors (BLDC Motor)
Brushless dc motors (BLDC Motor)
 
FUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTER
FUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTERFUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTER
FUZZY LOGIC CONTROLLER ON DC/DC BOOST CONVERTER
 
A seminar on brushless dc motors
A seminar on brushless dc motorsA seminar on brushless dc motors
A seminar on brushless dc motors
 
Fuzzy logic
Fuzzy logicFuzzy logic
Fuzzy logic
 
Fuzzy Logic in the Real World
Fuzzy Logic in the Real WorldFuzzy Logic in the Real World
Fuzzy Logic in the Real World
 
Sensorless Speed Control of BLDC Motor
Sensorless Speed Control of BLDC MotorSensorless Speed Control of BLDC Motor
Sensorless Speed Control of BLDC Motor
 
Dc drives smnar ppt
Dc drives smnar pptDc drives smnar ppt
Dc drives smnar ppt
 
Speed Control of BLDC Motor with Four Quadrant Operation Using dsPIC
Speed Control of BLDC Motor with Four Quadrant Operation Using dsPICSpeed Control of BLDC Motor with Four Quadrant Operation Using dsPIC
Speed Control of BLDC Motor with Four Quadrant Operation Using dsPIC
 
Speed Control of Brushless Dc Motor Using Fuzzy Logic Controller
Speed Control of Brushless Dc Motor Using Fuzzy Logic ControllerSpeed Control of Brushless Dc Motor Using Fuzzy Logic Controller
Speed Control of Brushless Dc Motor Using Fuzzy Logic Controller
 
Pid controllers
Pid controllersPid controllers
Pid controllers
 

Similar to BLDC control using PID & FUZZY logic controller-CSD PPT

Speed Control of Brushless DC Motor using Different Intelligence Schemes
Speed Control of Brushless DC Motor using Different Intelligence SchemesSpeed Control of Brushless DC Motor using Different Intelligence Schemes
Speed Control of Brushless DC Motor using Different Intelligence SchemesIRJET Journal
 
Speed control of brushless dc motor using microcontroller
Speed control of brushless dc motor using microcontrollerSpeed control of brushless dc motor using microcontroller
Speed control of brushless dc motor using microcontrollerswathiammu7
 
The Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A Review
The Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A ReviewThe Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A Review
The Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A Reviewijtsrd
 
Design of BLDC Motor Controller
Design of BLDC Motor ControllerDesign of BLDC Motor Controller
Design of BLDC Motor ControllerIRJET Journal
 
IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...
IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...
IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...IRJET Journal
 
IRJET- Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...
IRJET-  	  Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...IRJET-  	  Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...
IRJET- Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...IRJET Journal
 
To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...
To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...
To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...ijsrd.com
 
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...IOSR Journals
 
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...IOSR Journals
 
IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...
IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...
IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...IRJET Journal
 
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...IRJET Journal
 
Experimental evaluation of control performance of MPC as a regulatory controller
Experimental evaluation of control performance of MPC as a regulatory controllerExperimental evaluation of control performance of MPC as a regulatory controller
Experimental evaluation of control performance of MPC as a regulatory controllerISA Interchange
 
Implementation of PID Controller PWM Module on FPGA
Implementation of PID Controller PWM Module on FPGAImplementation of PID Controller PWM Module on FPGA
Implementation of PID Controller PWM Module on FPGAijtsrd
 
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdfSpeed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdfThienMai14
 
MTE104-L1: Introduction to Mechatronics
MTE104-L1: Introduction to MechatronicsMTE104-L1: Introduction to Mechatronics
MTE104-L1: Introduction to MechatronicsAbdalla Ahmed
 

Similar to BLDC control using PID & FUZZY logic controller-CSD PPT (20)

Speed Control of Brushless DC Motor using Different Intelligence Schemes
Speed Control of Brushless DC Motor using Different Intelligence SchemesSpeed Control of Brushless DC Motor using Different Intelligence Schemes
Speed Control of Brushless DC Motor using Different Intelligence Schemes
 
Speed control of brushless dc motor using microcontroller
Speed control of brushless dc motor using microcontrollerSpeed control of brushless dc motor using microcontroller
Speed control of brushless dc motor using microcontroller
 
V13I1006.pdf
V13I1006.pdfV13I1006.pdf
V13I1006.pdf
 
L010237985
L010237985L010237985
L010237985
 
The Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A Review
The Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A ReviewThe Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A Review
The Rapid Growth of Different Controllers for BLDC Brushless DC Motor- A Review
 
Design of BLDC Motor Controller
Design of BLDC Motor ControllerDesign of BLDC Motor Controller
Design of BLDC Motor Controller
 
IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...
IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...
IRJET- Modeling and Control of Three Phase BLDC Motor using PID and Fuzzy Log...
 
IRJET- Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...
IRJET-  	  Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...IRJET-  	  Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...
IRJET- Dual Speed Control of Underwater Auxiliary Propulsion using BLDC M...
 
To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...
To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...
To Perform SIL And PIL Testing on Fast Dynamic System using Economical AVR Co...
 
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
 
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
DC Motor Position Control Using Fuzzy Proportional-Derivative Controllers Wit...
 
F010133747
F010133747F010133747
F010133747
 
IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...
IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...
IRJET- Design & Implementation of Sensorless BLDC Motor Drive with Digital Fi...
 
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
 
J010616573
J010616573J010616573
J010616573
 
Experimental evaluation of control performance of MPC as a regulatory controller
Experimental evaluation of control performance of MPC as a regulatory controllerExperimental evaluation of control performance of MPC as a regulatory controller
Experimental evaluation of control performance of MPC as a regulatory controller
 
Implementation of PID Controller PWM Module on FPGA
Implementation of PID Controller PWM Module on FPGAImplementation of PID Controller PWM Module on FPGA
Implementation of PID Controller PWM Module on FPGA
 
Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...
Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...
Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...
 
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdfSpeed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
 
MTE104-L1: Introduction to Mechatronics
MTE104-L1: Introduction to MechatronicsMTE104-L1: Introduction to Mechatronics
MTE104-L1: Introduction to Mechatronics
 

Recently uploaded

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXssuser89054b
 
Introduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfIntroduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfsumitt6_25730773
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VDineshKumar4165
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesMayuraD1
 
Digital Communication Essentials: DPCM, DM, and ADM .pptx
Digital Communication Essentials: DPCM, DM, and ADM .pptxDigital Communication Essentials: DPCM, DM, and ADM .pptx
Digital Communication Essentials: DPCM, DM, and ADM .pptxpritamlangde
 
A Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityA Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityMorshed Ahmed Rahath
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapRishantSharmaFr
 
Orlando’s Arnold Palmer Hospital Layout Strategy-1.pptx
Orlando’s Arnold Palmer Hospital Layout Strategy-1.pptxOrlando’s Arnold Palmer Hospital Layout Strategy-1.pptx
Orlando’s Arnold Palmer Hospital Layout Strategy-1.pptxMuhammadAsimMuhammad6
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxmaisarahman1
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueBhangaleSonal
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Call Girls Mumbai
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...HenryBriggs2
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdfAldoGarca30
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTbhaskargani46
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdfKamal Acharya
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxSCMS School of Architecture
 
💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...vershagrag
 
Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdfKamal Acharya
 

Recently uploaded (20)

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
Call Girls in South Ex (delhi) call me [🔝9953056974🔝] escort service 24X7
 
Introduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdfIntroduction to Data Visualization,Matplotlib.pdf
Introduction to Data Visualization,Matplotlib.pdf
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
Digital Communication Essentials: DPCM, DM, and ADM .pptx
Digital Communication Essentials: DPCM, DM, and ADM .pptxDigital Communication Essentials: DPCM, DM, and ADM .pptx
Digital Communication Essentials: DPCM, DM, and ADM .pptx
 
A Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna MunicipalityA Study of Urban Area Plan for Pabna Municipality
A Study of Urban Area Plan for Pabna Municipality
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leap
 
Orlando’s Arnold Palmer Hospital Layout Strategy-1.pptx
Orlando’s Arnold Palmer Hospital Layout Strategy-1.pptxOrlando’s Arnold Palmer Hospital Layout Strategy-1.pptx
Orlando’s Arnold Palmer Hospital Layout Strategy-1.pptx
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdf
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
 
💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
💚Trustworthy Call Girls Pune Call Girls Service Just Call 🍑👄6378878445 🍑👄 Top...
 
Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdf
 

BLDC control using PID & FUZZY logic controller-CSD PPT

  • 1. BRUSHLESS DC MOTOR CONTROL USING PID & FUZZY LOGIC CONTROL Amiya Ranjan Behera 140916013 EMAL
  • 2. CONTENTS :  Introduction  BLDC  Mathematical model of BLDC  BLDC control by PID controller  Advantage & disadvantages of PID controller  BLDC control by FUZZY controller  Result & discussion  Comparison between PID & Fuzzy controller  BLDC control by Fuzzy PID controller  Conclusion 09-10-2014 2 CSDPresentation
  • 3. INTRODUCTION :  Brushless DC (BLDC) servomotor drives have been widely used in aeronautics, electric vehicles, robotics, and food & chemical industries.  P,PI & PID controller are being used with the BLDC servomotor drive control system to achieve satisfactory transient and steady state response.  Now a days PID & FUZZY logic controllers are the main controller being used to control BLDC.  It is essential to know the exact mathematical model of the systems or response of the system for designing these controller. 09-10-2014 3 CSDPresentation
  • 4. WHAT IS BLDC ? 09-10-2014 4 CSDPresentation
  • 5. MATHEMATICAL MODELING OF BLDC : 09-10-2014 5 CSDPresentation
  • 6. DESIGN OF PID CONTROLLER : 09-10-2014 6  The PID controller algorithm involves three separate constant parameters, and is accordingly sometimes called three-term control: the proportional, the integral and derivative values, denoted P, I, and D.  Defining as the controller output, the final form of the PID algorithm is: CSDPresentation
  • 7. IMPLEMENTATION PID CONTROLLER : 09-10-2014 7 CSDPresentation
  • 8. ADVANTAGE & DISADVANTAGES OF PID :  It is well known that the conventional PID controllers will yield better transient and steady- state responses, if the system parameters remain unchanged during the operating conditions.  But the parameters of the practical systems change during operating conditions. As a result, the PID controllers failed to yield desired performance under nonlinearity, load disturbances, and parameter variations of motor and load.  This has resulted in an increase in demand for nonlinear controllers, intelligent and adaptive controllers. 09-10-2014 8 CSDPresentation
  • 9. DESIGN OF FUZZY CONTROLLER : 09-10-2014 9 CSDPresentation
  • 10. IMPLEMENTATION FUZZY CONTROLLER : 09-10-2014 10 CSDPresentation
  • 12. DISADVANTAGES OF FUZZY CONTROLLER:  It is not useful for programs much larger or smaller than the historical data.  It requires a lot of data  The estimators must be familiar with the historically developed programs 09-10-2014 12 CSDPresentation
  • 13. BLDC CONTROL BY FUZZY PID CONTROLLER: 09-10-2014 13  Fuzzy PID control is in the PID control based on fuzzy control theory.  The main motivation for this design is to control some known nonlinear systems, which violate the conventional assumption of the linear PID controller. CSDPresentation
  • 14. CONCLUSION :  The PID and fuzzy control techniques are successfully implemented for the BLDC servomotor drive system. The effect of parameter variations on the performance of the BLDC servomotor drive system is investigated with experimental results.  Since the PID-fuzzy control system is easy to design and implement, effective in dealing with the uncertainties and parameter variations, and has better overall performance, fuzzy-PID controller- based BLDC servomotor drive system may be preferred over PID controller-based BLDC servomotor drive for automation, robotics, position and velocity control systems, and industrial control applications. 09-10-2014 14 CSDPresentation
  • 15. REFERENCES :  R. Krishnan, Permanent Magnet Synchronous and Brushless DC Motor Drives: Theory, Operation, Performance, Modelling , Simulation, Analysis, and Design—Part 3, Permanent Magnet Brushless DC Machines and their Control. Boca Raton.  P. Pillay and R. Krishnan, “Modelling, simulation, and analysis of permanent-magnet motor drives, part ii: The brushless dc motor drive,”IEEE Trans. Ind. Appl., vol. 25, no. 2  R. Shanmugasundram, K. M. Zakariah, and N. Yadaiah, “Low-cost high-performance brushless dc motor drive for speed control applications,” in Proc. IEEE Int. Conf. Adv. Recent Technol.. 09-10-2014 15 CSDPresentation