SlideShare a Scribd company logo
APPLICATION
•A closed-loop (or feedback) control system is shown in Figure.
•If you can describe your plant and your controller using linear
difference equations, and if the coefficients of the equations don't
change from sample to sample, then your controller and plant are
linear and shift-invariant, and you can use the z transform.
HOW?
 Suppose xn=output of the plant at sample time n
un=command to the DAC at sample time n
a and b=constants set by the design of the plant
 You can solve the behaviour equation of the plant over
time.
 Furthermore you can also investigate what happens when
you add feedback to the system.
 The z transform allows you to do both of these things.
THERE’S MORE…
 Deals with many common feedback control
problems using continuous-time control.
 Also used in sampled-time control situations to
deal with linear shift-invariant difference
equations.
Z-Transform at WORK
 Z-Transform takes a sequence of xn numbers
and transforms it into an expression X(Z) that
depends on the variable Z but not n. That's the
transform part.
 So the problem is transformed from the sampled
time domain (n) to the z domain.
Z-Transform Formation
 The z transform of x is denoted as Z(x) and
defined as,
EXAMPLE
 Figure shows a motor and gear train that we
might use in a servo system.
 Here the difference equation that describes the
plant might look like
 We can take the z transform of the
behaviour equation without knowing
what xn or un are and get,
 Notice a cool thing: We've turned the
difference equation into an algebraic
equation!
 This one of the many things that makes
the z transform so useful because we
can now easily solve the algebraic
Transfer Function
 The function H(Z) is called the “Transfer
Function" of the system – it shows how the input
signal is transformed into the output signal.
H(Z)=Y(Z)/X(Z)
 In Z domain, the Transfer Function of a system
isn't affected by the nature of the input signal, nor
does it vary with time.
 We can predict the behavior of the motor
using H(Z).
 Let's say we want to see what the motor will
do if x goes from 0 to 1 at time n = 0, and
stays there forever. This is called the ‘unit step
function’ and the Z-Transform of the unit step
response is H(Z)=Z/(Z-1).
 Thus we can know everything about the
system behaviour and avoid undesirable
situations.
SOFTWARE
 You can write software from the Z-Transform with
utter ease.
 Like, if you have a Transfer Function of a system,
then the software turns it into a Z-domain
equation which can then be converted into a
difference equation which in turn can be turned
into a software very quickly.
 This saves the manual work and a software for a
plant can be produced within seconds.
THANK YOU

More Related Content

What's hot

inverse z-transform ppt
inverse z-transform pptinverse z-transform ppt
inverse z-transform ppt
mihir jain
 
Presentation on laplace transforms
Presentation on laplace transformsPresentation on laplace transforms
Presentation on laplace transforms
Himel Himo
 
Z transform
Z transformZ transform
Z transform
Taram Nabeel
 
Region of Convergence (ROC) in the z-plane
Region of Convergence (ROC) in the z-planeRegion of Convergence (ROC) in the z-plane
Region of Convergence (ROC) in the z-plane
venkatasuman1983
 
Z TRRANSFORM
Z  TRRANSFORMZ  TRRANSFORM
Z TRRANSFORM
Isra Abdul Razack
 
Laplace transform
Laplace transformLaplace transform
Laplace transform
Mohammed Waris Senan
 
Lecture No:1 Signals & Systems
Lecture No:1 Signals & SystemsLecture No:1 Signals & Systems
Lecture No:1 Signals & Systems
rbatec
 
Application of fourier series
Application of fourier seriesApplication of fourier series
Application of fourier seriesGirish Dhareshwar
 
Fourier series
Fourier seriesFourier series
Fourier series
kishor pokar
 
Digital control systems (dcs) lecture 18-19-20
Digital control systems (dcs) lecture 18-19-20Digital control systems (dcs) lecture 18-19-20
Digital control systems (dcs) lecture 18-19-20
Ali Rind
 
Fourier transforms
Fourier transforms Fourier transforms
Fourier transforms
Fahad B. Mostafa
 
Chapter 4 time domain analysis
Chapter 4 time domain analysisChapter 4 time domain analysis
Chapter 4 time domain analysisBin Biny Bino
 
state space representation,State Space Model Controllability and Observabilit...
state space representation,State Space Model Controllability and Observabilit...state space representation,State Space Model Controllability and Observabilit...
state space representation,State Space Model Controllability and Observabilit...
Waqas Afzal
 
Z TRANSFORM PROPERTIES AND INVERSE Z TRANSFORM
Z TRANSFORM PROPERTIES AND INVERSE Z TRANSFORMZ TRANSFORM PROPERTIES AND INVERSE Z TRANSFORM
Z TRANSFORM PROPERTIES AND INVERSE Z TRANSFORM
Towfeeq Umar
 
Discreate time system and z transform
Discreate time system and z transformDiscreate time system and z transform
Discreate time system and z transform
VIKAS KUMAR MANJHI
 
Fourier series and applications of fourier transform
Fourier series and applications of fourier transformFourier series and applications of fourier transform
Fourier series and applications of fourier transform
Krishna Jangid
 
Dcs lec03 - z-analysis of discrete time control systems
Dcs   lec03 - z-analysis of discrete time control systemsDcs   lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systems
Amr E. Mohamed
 
Signals & Systems PPT
Signals & Systems PPTSignals & Systems PPT
Signals & Systems PPT
Jay Baria
 

What's hot (20)

inverse z-transform ppt
inverse z-transform pptinverse z-transform ppt
inverse z-transform ppt
 
Presentation on laplace transforms
Presentation on laplace transformsPresentation on laplace transforms
Presentation on laplace transforms
 
Laplace transform
Laplace transformLaplace transform
Laplace transform
 
Z transform
Z transformZ transform
Z transform
 
Region of Convergence (ROC) in the z-plane
Region of Convergence (ROC) in the z-planeRegion of Convergence (ROC) in the z-plane
Region of Convergence (ROC) in the z-plane
 
Z TRRANSFORM
Z  TRRANSFORMZ  TRRANSFORM
Z TRRANSFORM
 
Laplace transform
Laplace transformLaplace transform
Laplace transform
 
Lecture No:1 Signals & Systems
Lecture No:1 Signals & SystemsLecture No:1 Signals & Systems
Lecture No:1 Signals & Systems
 
Application of fourier series
Application of fourier seriesApplication of fourier series
Application of fourier series
 
Fourier series
Fourier seriesFourier series
Fourier series
 
Digital control systems (dcs) lecture 18-19-20
Digital control systems (dcs) lecture 18-19-20Digital control systems (dcs) lecture 18-19-20
Digital control systems (dcs) lecture 18-19-20
 
Fourier transforms
Fourier transforms Fourier transforms
Fourier transforms
 
Chapter 4 time domain analysis
Chapter 4 time domain analysisChapter 4 time domain analysis
Chapter 4 time domain analysis
 
state space representation,State Space Model Controllability and Observabilit...
state space representation,State Space Model Controllability and Observabilit...state space representation,State Space Model Controllability and Observabilit...
state space representation,State Space Model Controllability and Observabilit...
 
Z TRANSFORM PROPERTIES AND INVERSE Z TRANSFORM
Z TRANSFORM PROPERTIES AND INVERSE Z TRANSFORMZ TRANSFORM PROPERTIES AND INVERSE Z TRANSFORM
Z TRANSFORM PROPERTIES AND INVERSE Z TRANSFORM
 
Z transform
Z transformZ transform
Z transform
 
Discreate time system and z transform
Discreate time system and z transformDiscreate time system and z transform
Discreate time system and z transform
 
Fourier series and applications of fourier transform
Fourier series and applications of fourier transformFourier series and applications of fourier transform
Fourier series and applications of fourier transform
 
Dcs lec03 - z-analysis of discrete time control systems
Dcs   lec03 - z-analysis of discrete time control systemsDcs   lec03 - z-analysis of discrete time control systems
Dcs lec03 - z-analysis of discrete time control systems
 
Signals & Systems PPT
Signals & Systems PPTSignals & Systems PPT
Signals & Systems PPT
 

Viewers also liked

Laplace transform and its applications
Laplace transform and its applicationsLaplace transform and its applications
Laplace transform and its applications
Nisarg Shah
 
Digital Signal Processing Tutorial:Chapt 2 z transform
Digital Signal Processing Tutorial:Chapt 2 z transformDigital Signal Processing Tutorial:Chapt 2 z transform
Digital Signal Processing Tutorial:Chapt 2 z transformChandrashekhar Padole
 
Dsp U Lec05 The Z Transform
Dsp U   Lec05 The Z TransformDsp U   Lec05 The Z Transform
Dsp U Lec05 The Z Transform
taha25
 
Dsp U Lec06 The Z Transform And Its Application
Dsp U   Lec06 The Z Transform And Its ApplicationDsp U   Lec06 The Z Transform And Its Application
Dsp U Lec06 The Z Transform And Its Application
taha25
 
Dft and its applications
Dft and its applicationsDft and its applications
Dft and its applicationsAgam Goel
 
Application of coordinate system and vectors in the real life
Application of coordinate system and vectors in the real lifeApplication of coordinate system and vectors in the real life
Application of coordinate system and vectors in the real lifeАлиакбар Рахимов
 
MOOC
MOOCMOOC
(application of fourier series) (Ganesh Rao Signals and systems)
(application of fourier series) (Ganesh Rao Signals and systems)(application of fourier series) (Ganesh Rao Signals and systems)
(application of fourier series) (Ganesh Rao Signals and systems)
Daphne Silveira
 
Documents.mx polytronics
Documents.mx polytronicsDocuments.mx polytronics
Documents.mx polytronics
POWER EEE
 
Laplace
LaplaceLaplace
Application of laplace wave equation in music
Application of laplace wave equation in musicApplication of laplace wave equation in music
Application of laplace wave equation in music
Luckshay Batra
 
Analog properties and Z-transform
Analog properties and Z-transformAnalog properties and Z-transform
Analog properties and Z-transform
Gandhinagar Institute of Technology
 
Control System Theory & Design: Notes
Control System Theory & Design: NotesControl System Theory & Design: Notes
Control System Theory & Design: Notes
ismail_hameduddin
 
digital control Chapter 2 slide
digital control Chapter 2 slidedigital control Chapter 2 slide
digital control Chapter 2 slide
asyrafjpk
 
Concept of-complex-frequency
Concept of-complex-frequencyConcept of-complex-frequency
Concept of-complex-frequencyVishal Thakur
 
History and Real Life Applications of Fourier Analaysis
History and Real Life Applications of Fourier AnalaysisHistory and Real Life Applications of Fourier Analaysis
History and Real Life Applications of Fourier Analaysis
Syed Ahmed Zaki
 
Electronic Instrumentation and Measurement Solution Manual
Electronic Instrumentation and Measurement Solution ManualElectronic Instrumentation and Measurement Solution Manual
Electronic Instrumentation and Measurement Solution Manual
Mafaz Ahmed
 

Viewers also liked (20)

z transforms
z transformsz transforms
z transforms
 
Z transform
 Z transform Z transform
Z transform
 
Laplace transform and its applications
Laplace transform and its applicationsLaplace transform and its applications
Laplace transform and its applications
 
inverse z transform
inverse z transforminverse z transform
inverse z transform
 
Digital Signal Processing Tutorial:Chapt 2 z transform
Digital Signal Processing Tutorial:Chapt 2 z transformDigital Signal Processing Tutorial:Chapt 2 z transform
Digital Signal Processing Tutorial:Chapt 2 z transform
 
Dsp U Lec05 The Z Transform
Dsp U   Lec05 The Z TransformDsp U   Lec05 The Z Transform
Dsp U Lec05 The Z Transform
 
Dsp U Lec06 The Z Transform And Its Application
Dsp U   Lec06 The Z Transform And Its ApplicationDsp U   Lec06 The Z Transform And Its Application
Dsp U Lec06 The Z Transform And Its Application
 
Dft and its applications
Dft and its applicationsDft and its applications
Dft and its applications
 
Application of coordinate system and vectors in the real life
Application of coordinate system and vectors in the real lifeApplication of coordinate system and vectors in the real life
Application of coordinate system and vectors in the real life
 
MOOC
MOOCMOOC
MOOC
 
(application of fourier series) (Ganesh Rao Signals and systems)
(application of fourier series) (Ganesh Rao Signals and systems)(application of fourier series) (Ganesh Rao Signals and systems)
(application of fourier series) (Ganesh Rao Signals and systems)
 
Documents.mx polytronics
Documents.mx polytronicsDocuments.mx polytronics
Documents.mx polytronics
 
Laplace
LaplaceLaplace
Laplace
 
Application of laplace wave equation in music
Application of laplace wave equation in musicApplication of laplace wave equation in music
Application of laplace wave equation in music
 
Analog properties and Z-transform
Analog properties and Z-transformAnalog properties and Z-transform
Analog properties and Z-transform
 
Control System Theory & Design: Notes
Control System Theory & Design: NotesControl System Theory & Design: Notes
Control System Theory & Design: Notes
 
digital control Chapter 2 slide
digital control Chapter 2 slidedigital control Chapter 2 slide
digital control Chapter 2 slide
 
Concept of-complex-frequency
Concept of-complex-frequencyConcept of-complex-frequency
Concept of-complex-frequency
 
History and Real Life Applications of Fourier Analaysis
History and Real Life Applications of Fourier AnalaysisHistory and Real Life Applications of Fourier Analaysis
History and Real Life Applications of Fourier Analaysis
 
Electronic Instrumentation and Measurement Solution Manual
Electronic Instrumentation and Measurement Solution ManualElectronic Instrumentation and Measurement Solution Manual
Electronic Instrumentation and Measurement Solution Manual
 

Similar to Applications of Z transform

Control system unit(1)
Control system unit(1)Control system unit(1)
Control system unit(1)
Mohammed Waris Senan
 
Control System Notes for Engineering.pdf
Control System Notes for Engineering.pdfControl System Notes for Engineering.pdf
Control System Notes for Engineering.pdf
saiyadmuslemali60
 
Introduction to Digital Signal Processing (DSP) - Course Notes
Introduction to Digital Signal Processing (DSP) - Course NotesIntroduction to Digital Signal Processing (DSP) - Course Notes
Introduction to Digital Signal Processing (DSP) - Course Notes
Ahmed Gad
 
_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf
_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf
_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf
yisakabera123
 
CCPUnit 2
CCPUnit 2CCPUnit 2
K11019(samant singh)control
K11019(samant singh)controlK11019(samant singh)control
K11019(samant singh)control
cpume
 
K11019 SAMANT SINGH
K11019 SAMANT SINGHK11019 SAMANT SINGH
K11019 SAMANT SINGH
Chetan Kumar
 
Transfer function and mathematical modeling
Transfer  function  and  mathematical  modelingTransfer  function  and  mathematical  modeling
Transfer function and mathematical modeling
vishalgohel12195
 
Modern Control - Lec 02 - Mathematical Modeling of Systems
Modern Control - Lec 02 - Mathematical Modeling of SystemsModern Control - Lec 02 - Mathematical Modeling of Systems
Modern Control - Lec 02 - Mathematical Modeling of Systems
Amr E. Mohamed
 
The describing function
The describing functionThe describing function
The describing functionkatamthreveni
 
Gmit cse presentation
Gmit cse presentationGmit cse presentation
Gmit cse presentation
Chauhan Vishal
 
laplace transform 1 .pdf
laplace transform 1                 .pdflaplace transform 1                 .pdf
laplace transform 1 .pdf
abdnazar2003
 
Readymade Projects,Buy Projects,Corporate Training,Projects Assistance
Readymade Projects,Buy Projects,Corporate Training,Projects AssistanceReadymade Projects,Buy Projects,Corporate Training,Projects Assistance
Readymade Projects,Buy Projects,Corporate Training,Projects Assistance
Technogroovy
 
Transformasi z
Transformasi zTransformasi z
Transformasi z
schlamhaff
 
Laplace Transform and its applications
Laplace Transform and its applicationsLaplace Transform and its applications
Laplace Transform and its applications
DeepRaval7
 
Frequency Response with MATLAB Examples.pdf
Frequency Response with MATLAB Examples.pdfFrequency Response with MATLAB Examples.pdf
Frequency Response with MATLAB Examples.pdf
Sunil Manjani
 
DTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptx
DTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptxDTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptx
DTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptx
MuthuKumar158260
 
Circuit model of ESD waveforms
Circuit model of ESD waveformsCircuit model of ESD waveforms
Circuit model of ESD waveforms
Abhijeet Abegaonkar
 

Similar to Applications of Z transform (20)

Control system unit(1)
Control system unit(1)Control system unit(1)
Control system unit(1)
 
Control System Notes for Engineering.pdf
Control System Notes for Engineering.pdfControl System Notes for Engineering.pdf
Control System Notes for Engineering.pdf
 
Projt1111
Projt1111Projt1111
Projt1111
 
Introduction to Digital Signal Processing (DSP) - Course Notes
Introduction to Digital Signal Processing (DSP) - Course NotesIntroduction to Digital Signal Processing (DSP) - Course Notes
Introduction to Digital Signal Processing (DSP) - Course Notes
 
_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf
_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf
_PULSE_TRANSFER_FUNCTION_AND_MANIPULATION_OF_BLOCK_DIAGRAMS_s1_21.pdf
 
CCPUnit 2
CCPUnit 2CCPUnit 2
CCPUnit 2
 
K11019(samant singh)control
K11019(samant singh)controlK11019(samant singh)control
K11019(samant singh)control
 
K11019 SAMANT SINGH
K11019 SAMANT SINGHK11019 SAMANT SINGH
K11019 SAMANT SINGH
 
Transfer function and mathematical modeling
Transfer  function  and  mathematical  modelingTransfer  function  and  mathematical  modeling
Transfer function and mathematical modeling
 
solver (1)
solver (1)solver (1)
solver (1)
 
Modern Control - Lec 02 - Mathematical Modeling of Systems
Modern Control - Lec 02 - Mathematical Modeling of SystemsModern Control - Lec 02 - Mathematical Modeling of Systems
Modern Control - Lec 02 - Mathematical Modeling of Systems
 
The describing function
The describing functionThe describing function
The describing function
 
Gmit cse presentation
Gmit cse presentationGmit cse presentation
Gmit cse presentation
 
laplace transform 1 .pdf
laplace transform 1                 .pdflaplace transform 1                 .pdf
laplace transform 1 .pdf
 
Readymade Projects,Buy Projects,Corporate Training,Projects Assistance
Readymade Projects,Buy Projects,Corporate Training,Projects AssistanceReadymade Projects,Buy Projects,Corporate Training,Projects Assistance
Readymade Projects,Buy Projects,Corporate Training,Projects Assistance
 
Transformasi z
Transformasi zTransformasi z
Transformasi z
 
Laplace Transform and its applications
Laplace Transform and its applicationsLaplace Transform and its applications
Laplace Transform and its applications
 
Frequency Response with MATLAB Examples.pdf
Frequency Response with MATLAB Examples.pdfFrequency Response with MATLAB Examples.pdf
Frequency Response with MATLAB Examples.pdf
 
DTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptx
DTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptxDTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptx
DTSP UNIT II - DISCRETE TIME SYSTEM ANALYSIS.pptx
 
Circuit model of ESD waveforms
Circuit model of ESD waveformsCircuit model of ESD waveforms
Circuit model of ESD waveforms
 

More from AakankshaR

Tem
TemTem
Nanoelectronics
NanoelectronicsNanoelectronics
Nanoelectronics
AakankshaR
 
Extensible Markup Language (XML)
Extensible Markup Language (XML)Extensible Markup Language (XML)
Extensible Markup Language (XML)
AakankshaR
 
Cascading Style Sheet (CSS)
Cascading Style Sheet (CSS)Cascading Style Sheet (CSS)
Cascading Style Sheet (CSS)
AakankshaR
 
Global System for Mobile (GSM)
Global System for Mobile (GSM)Global System for Mobile (GSM)
Global System for Mobile (GSM)
AakankshaR
 
Probability Density Function (PDF)
Probability Density Function (PDF)Probability Density Function (PDF)
Probability Density Function (PDF)
AakankshaR
 
Time multiplexed time switch
Time multiplexed time switchTime multiplexed time switch
Time multiplexed time switch
AakankshaR
 
PHOTODETECTORS
PHOTODETECTORSPHOTODETECTORS
PHOTODETECTORS
AakankshaR
 
TWO STAGE NETWORKS
TWO STAGE NETWORKSTWO STAGE NETWORKS
TWO STAGE NETWORKS
AakankshaR
 
BCH Codes
BCH CodesBCH Codes
BCH Codes
AakankshaR
 

More from AakankshaR (10)

Tem
TemTem
Tem
 
Nanoelectronics
NanoelectronicsNanoelectronics
Nanoelectronics
 
Extensible Markup Language (XML)
Extensible Markup Language (XML)Extensible Markup Language (XML)
Extensible Markup Language (XML)
 
Cascading Style Sheet (CSS)
Cascading Style Sheet (CSS)Cascading Style Sheet (CSS)
Cascading Style Sheet (CSS)
 
Global System for Mobile (GSM)
Global System for Mobile (GSM)Global System for Mobile (GSM)
Global System for Mobile (GSM)
 
Probability Density Function (PDF)
Probability Density Function (PDF)Probability Density Function (PDF)
Probability Density Function (PDF)
 
Time multiplexed time switch
Time multiplexed time switchTime multiplexed time switch
Time multiplexed time switch
 
PHOTODETECTORS
PHOTODETECTORSPHOTODETECTORS
PHOTODETECTORS
 
TWO STAGE NETWORKS
TWO STAGE NETWORKSTWO STAGE NETWORKS
TWO STAGE NETWORKS
 
BCH Codes
BCH CodesBCH Codes
BCH Codes
 

Recently uploaded

power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
Jayaprasanna4
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
Kamal Acharya
 
Final project report on grocery store management system..pdf
Final project report on grocery store management system..pdfFinal project report on grocery store management system..pdf
Final project report on grocery store management system..pdf
Kamal Acharya
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
BrazilAccount1
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
manasideore6
 
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdfGoverning Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
WENKENLI1
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
zwunae
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
Kamal Acharya
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
ankuprajapati0525
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Dr.Costas Sachpazis
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 

Recently uploaded (20)

power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
ethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.pptethical hacking in wireless-hacking1.ppt
ethical hacking in wireless-hacking1.ppt
 
Cosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdfCosmetic shop management system project report.pdf
Cosmetic shop management system project report.pdf
 
Final project report on grocery store management system..pdf
Final project report on grocery store management system..pdfFinal project report on grocery store management system..pdf
Final project report on grocery store management system..pdf
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
English lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdfEnglish lab ppt no titlespecENG PPTt.pdf
English lab ppt no titlespecENG PPTt.pdf
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
 
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdfGoverning Equations for Fundamental Aerodynamics_Anderson2010.pdf
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单专业办理
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
The role of big data in decision making.
The role of big data in decision making.The role of big data in decision making.
The role of big data in decision making.
 
Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 

Applications of Z transform

  • 1.
  • 2. APPLICATION •A closed-loop (or feedback) control system is shown in Figure. •If you can describe your plant and your controller using linear difference equations, and if the coefficients of the equations don't change from sample to sample, then your controller and plant are linear and shift-invariant, and you can use the z transform.
  • 3. HOW?  Suppose xn=output of the plant at sample time n un=command to the DAC at sample time n a and b=constants set by the design of the plant  You can solve the behaviour equation of the plant over time.  Furthermore you can also investigate what happens when you add feedback to the system.  The z transform allows you to do both of these things.
  • 4. THERE’S MORE…  Deals with many common feedback control problems using continuous-time control.  Also used in sampled-time control situations to deal with linear shift-invariant difference equations.
  • 5. Z-Transform at WORK  Z-Transform takes a sequence of xn numbers and transforms it into an expression X(Z) that depends on the variable Z but not n. That's the transform part.  So the problem is transformed from the sampled time domain (n) to the z domain.
  • 6. Z-Transform Formation  The z transform of x is denoted as Z(x) and defined as,
  • 7. EXAMPLE  Figure shows a motor and gear train that we might use in a servo system.  Here the difference equation that describes the plant might look like
  • 8.  We can take the z transform of the behaviour equation without knowing what xn or un are and get,  Notice a cool thing: We've turned the difference equation into an algebraic equation!  This one of the many things that makes the z transform so useful because we can now easily solve the algebraic
  • 9. Transfer Function  The function H(Z) is called the “Transfer Function" of the system – it shows how the input signal is transformed into the output signal. H(Z)=Y(Z)/X(Z)  In Z domain, the Transfer Function of a system isn't affected by the nature of the input signal, nor does it vary with time.
  • 10.  We can predict the behavior of the motor using H(Z).  Let's say we want to see what the motor will do if x goes from 0 to 1 at time n = 0, and stays there forever. This is called the ‘unit step function’ and the Z-Transform of the unit step response is H(Z)=Z/(Z-1).  Thus we can know everything about the system behaviour and avoid undesirable situations.
  • 11. SOFTWARE  You can write software from the Z-Transform with utter ease.  Like, if you have a Transfer Function of a system, then the software turns it into a Z-domain equation which can then be converted into a difference equation which in turn can be turned into a software very quickly.  This saves the manual work and a software for a plant can be produced within seconds.