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LINEAR CONTROL SYSTEM EE-324
Credit-Hours: 3+1
Dr. Wazir Muhammad
Electrical Engineering Department
BUET, Khuzdar
First Week Modeling of electrical, mechanical and biological control systems, Open and closed-loop systems
Second Week Block diagrams, Second order systems, Step and impulse response, Performance criteria, Steady state error.
Third Week Sensitivity, s-plane system stability.
Fourth Week Test-1
Fifth Week Analysis and design with the root loci method.
Sixth week Frequency domain analysis,
Seventh week Bode plots,
Eight week Nyquist criterion,
Ninth week gain and phase margins,
Tenth week Nichols charts.
Eleventh week Test-2
Twelfth week The State-space method
Thirteenth week state equations,
Fourteenth week flow graphs, stability
Sixteenth week compensation techniques.
Recommended Books:
1. Katsushiko, Ogata, โ€œModern Control Engineering,โ€ McGraw-Hill, `5th edition
2. R. C.Dorf and R. H. Bishop, โ€œModern Control Systems,โ€ 12th edition
3. B.C. Kuo, โ€œAutomatic Control Systemsโ€ 7th edition
The system whose element are bounded to give desired output is
called Control System
Control Systems
Control System
(Fan, AC,
Refrigerator etc.)
Controlled I/P Controlled O/P
Control Systems
A control system is a set of mechanical or electronic devices that
regulates other devices or systems by way of control loops.
A control system is a system, which provides the desired
response by controlling the output. The figure below shows the
simple block diagram of a control system.
Examples โˆ’ Traffic lights control system, washing machine, etc.
5 meter
Inlet
Outlet
Control
Action/Control
Element
Example of Water Level
๏ฑ We use water level detector having Inlet
and Outlet switch.
๏ฑ Set point is 5 meter (we required water
up to 5 meter level).
๏ฑ We used a tab to open and close.
๏ฑ If your water level maintain up to 5
meter than your system work properly.
๏ฑ If water is more than 5 meter your
system is disturb, than you open the
water tab than again your water level
come on 5 meter.
๏ฑ So, water tab is called as Control Action
or Control Element
Quiz
โ€ข In cold weather you use the room heater system whole night, find out
the control action, input and output of this system.
โ€ข Solution
โ€ข Input = Electrical Energy
โ€ข Output = Heat Energy
โ€ข Action control = ON/OFF Switch
Requirements of a Good Control System
โ€ข Accuracy (How much your control system is accurate or minimum
error)
โ€ข Stability (Stability means sometimes disturbance occur, after
resolve the disturbance and system back in original position means
system is stable otherwise system is unstable).
โ€ข Sensitivity (the quality of being easily upset by the minor
fluctuations, like ammeter when disturbance occurs its needle
shows fluctuations)
โ€ข Noise (Control system having ability to block the noise)
โ€ข Speed (Control system having fast Speed response).
โ€ข Oscillation (Control system having less oscillation).
Types of Control System
1) Open Loop Control System
2) Closed Loop Control System
(1) Open Loop Control System
๏ฑ An open loop control system is a system in which the control action is
totally independent of output of the system.
๏ฑ The accuracy of the system depends on the experience of user.
๏ฑ No feedback is used in the Open Loop Control System.
Example of Open Loop Control System
Immersion rod
The immersion rod put inside the water to heat it. It goes on heating the water
but does not have a feedback mechanism to tell you how hot the water is and
when to stop the water heating, that is the perfect example of open loop
control system.
Toaster
Toaster is goes on to increasing the temperature of the bread, but it dose not
know when to stop heating, because sometimes we know that toast is to burn.
Applications of Open Loop Control System
๏ฑSimple in construction and design.
๏ฑLow cost, because it has no more elements are present in the controller
and circuitry is very simple.
๏ฑIt is convenient to use when the output is difficult to measure.
Advantages Open Loop Control System
Disadvantages Open Loop Control System
๏ฑIt is poorly equipped to handle disturbance.
๏ฑIt is not reliable, because not efficiently to handle the disturbance.
๏ฑI is inaccurate.
Example of Open Loop Control System
๏ฑ In open loop control system, the feedback is not connected with the automatic controller, it does not mean at
all that the level transducer or sensor or feedback is not present in the open loop control system, it is just not
connected with the automatic controller as shown in the figure below.
๏ฑ The level transducer is connected with the display, it means if there is a deviation in the height of water in
tank then level transducer will note it and send this reading to the display. But, as we can see that there is no
feedback value coming to the automatic controller hence, it is unaware of the new height, it did not know that
the new height is more than the required or less or equal, Therefore, it can not change the control element
position.
๏ฑ Yes, by seeing the display reading, we can manually change the tap position to control the flow or to maintain
the height of water. Similarly, You can also think of other examples such as room heater without temperature
sensor, water boiling system, normal traffic light system( display is connected to show the timing only, it will
not change the timings of lights according to the traffic flow) etc.
Example of Closed Loop Control System
๏ฑ In this example, we have a task that we must maintain the water level at a desired
height (say 5m).
๏ฑ This 5m value is the input (or set point) to the automatic controller, it means that
automatic controller will compare the new height with this set point.
๏ฑ A level transducer is placed in the tank to measure the current height of water in the
tank, this level transducer is connected with automatic controller, now the value(new
height or output) given by the level transducer is compared with the set point(input)
by the comparator.
๏ฑ If the new height is more than the set point then the automatic controller will control
the control element and opens it, so that the water can flow from the outlet and water
level will decreases to desired height again.
๏ฑ If the new height is less than the set point then the automatic controller controls the
control element(tap) and closes it, so that water level will increase in the tank and we
get the desired output.
(2) Closed Loop Control System
๏ฑ One is forward path means water in and out.
๏ฑ Second is out match with input calculate the error using
feedback loop.
Figure: Block diagram of closed loop control system
๏ฑ Initially take a PLANT (PLANT is a tank, Inlet, outlet, water all things
available in the PLANT).
๏ฑ PLANT connected with Control Element (Tap).
๏ฑ Control Element controlled by controller is known as Automatic Controller.
๏ฑ Automatic Controller work due to error signal E(s).
๏ฑ Error signal generated by Comparator.
๏ฑ Comparator just compare the value of input and feedback to create E(s).
๏ฑ Level Transducer just measure the height above 5 meter and gives to the
Comparator.
๏ฑ So one path is called as Forward Path or Forward Path Gain denoted by
G(s).
๏ฑ Other path is called as Feedback Path or Feedback Path Gain denoted by
H(s)
Figure: Block diagram of closed loop control system
Convert Closed Loop Control System Into Canonical Form
Now we draw canonical form
in the G(s) and H(s)
B(s) = Feedback signal
๐‘… ๐‘† + โˆ’๐ต ๐‘† โˆ’ ๐ธ ๐‘† = 0
๐‘… ๐‘† โˆ’ ๐ต ๐‘† = ๐ธ(๐‘†)
๐ธ ๐‘† = ๐‘… ๐‘† โˆ’ ๐ต ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐ถ ๐‘† = ๐ธ ๐‘† ๐บ ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
๐ต ๐‘† = ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(3)
Mathematical Form of Closed Loop Control System
๐ธ ๐‘† = ๐‘… ๐‘† โˆ’ ๐ต ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐ถ ๐‘† = ๐ธ ๐‘† ๐บ ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
๐ต ๐‘† = ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(3)
From equation (2)
๐ถ ๐‘†
๐บ(๐‘†)
= ๐ธ ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(4)
๐ถ ๐‘†
๐บ(๐‘†)
= ๐‘… ๐‘† โˆ’ ๐ต ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(5)
Put the value of E(S) in Equation (4)
Put the value of B(S) in Equation (5)
๐ถ ๐‘†
๐บ(๐‘†)
= ๐‘… ๐‘† โˆ’ ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(6)
๐ถ ๐‘†
๐บ(๐‘†)
= ๐‘… ๐‘† โˆ’ ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(6)
๐ถ ๐‘† = ๐‘… ๐‘† ๐บ(๐‘†) โˆ’ ๐ถ ๐‘† ๐บ(๐‘†)๐ป ๐‘†
๐ถ ๐‘† + ๐ถ ๐‘† ๐บ(๐‘†)๐ป ๐‘† = ๐‘… ๐‘† ๐บ(๐‘†)
๐ถ ๐‘† [1 + ๐บ ๐‘† ๐ป ๐‘† ] = ๐‘… ๐‘† ๐บ(๐‘†)
๐ถ ๐‘† =
๐‘… ๐‘† ๐บ(๐‘†)
[1 + ๐บ ๐‘† ๐ป ๐‘† ]
๐ถ ๐‘†
๐‘… ๐‘†
=
๐บ(๐‘†)
1 + ๐บ ๐‘† ๐ป ๐‘†
Negative Feedback Closed Loop System
Applications:
๏ฑ Stabilize gain
๏ฑ Amplifier
๏ฑ In ADC/DAC
Positive Feedback Closed Loop System
Transfer Function
๏ฑTransfer Function is the ratio of Laplace Transform of output to the Laplace
Transform of input, when all initial conditions are assumed to be zero.
๏ฑTransfer Function gives the relationship between the Input and the Output
Find the Transfer Function of RL Circuit
๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘–๐‘›๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’
๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + ๐ฟ
๐‘‘๐‘–
๐‘‘๐‘ก
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’
๐‘‰
๐‘œ = ๐ฟ
๐‘‘๐‘–
๐‘‘๐‘ก
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
Find the Transfer Function of RL Circuit
๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + ๐ฟ
๐‘‘๐‘–
๐‘‘๐‘ก
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐‘‰
๐‘œ = ๐ฟ
๐‘‘๐‘–
๐‘‘๐‘ก
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (1)
๐‘‰๐‘– ๐‘  = ๐‘… โˆ— ๐ผ ๐‘  + ๐‘ ๐ฟ๐ผ ๐‘  = ๐‘… + ๐‘ ๐ฟ ๐ผ(๐‘ )
๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (2)
๐‘‰
๐‘œ(๐‘ ) = ๐‘ ๐ฟ๐ผ(๐‘ )
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐‘‰
๐‘œ ๐‘ 
๐‘‰๐‘– ๐‘ 
=
๐‘ ๐ฟ๐ผ(๐‘ )
๐‘… + ๐‘ ๐ฟ ๐ผ(๐‘ )
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐‘ ๐ฟ
๐‘… + ๐‘ ๐ฟ
=
๐‘ ๐ฟ
๐‘… + ๐‘ ๐ฟ
Find the Transfer Function of RL Circuit
๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + ๐ฟ
๐‘‘๐‘–
๐‘‘๐‘ก
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐‘‰
๐‘œ = ๐ฟ
๐‘‘๐‘–
๐‘‘๐‘ก
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐‘ ๐ฟ
๐‘… + ๐‘ ๐ฟ
๐ผ๐‘“ ๐ผ ๐‘ค๐‘Ÿ๐‘–๐‘ก๐‘ก๐‘’๐‘› ๐‘–๐‘› ๐‘‡๐‘–๐‘š๐‘’ ๐ถ๐‘œ๐‘›๐‘ ๐‘ก๐‘Ž๐‘›๐‘ก ๐น๐‘œ๐‘Ÿ๐‘š๐‘Ž๐‘ก, ๐‘ ๐‘œ ๐‘‡๐‘Ž๐‘œ ๐œ ๐‘กโ„Ž๐‘Ž๐‘›
๐‘… ๐‘‘๐‘–๐‘ฃ๐‘–๐‘‘๐‘’๐‘‘ ๐‘ค๐‘–๐‘กโ„Ž ๐‘๐‘ข๐‘š๐‘’๐‘Ÿ๐‘Ž๐‘ก๐‘œ๐‘Ÿ ๐‘Ž๐‘›๐‘‘ ๐ท๐‘’๐‘›๐‘œ๐‘š๐‘–๐‘›๐‘Ž๐‘ก๐‘œ๐‘Ÿ
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘ ๐œ
1 + ๐‘ ๐œ
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘ ๐ฟ
๐‘…
๐‘… + ๐‘ ๐ฟ
๐‘…
=
๐‘ .
๐ฟ
๐‘…
1 + ๐‘ .
๐ฟ
๐‘…
๐ฟ
๐‘…
= ๐œ
Find the Transfer Function of RC Circuit
๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘–๐‘›๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’
๐‘‰๐‘– = ๐‘… โˆ— ๐‘– +
1
๐ถ
๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’
๐‘‰
๐‘œ =
1
๐ถ
๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
Find the Transfer Function of RC Circuit
๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (1)
๐‘‰๐‘– ๐‘  = ๐‘… โˆ— ๐ผ ๐‘  +
1
๐‘ ๐ถ
๐ผ ๐‘  = ๐‘… +
1
๐‘ ๐ถ
๐ผ ๐‘  โˆ’ (3)
๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (2)
๐‘‰
๐‘œ ๐‘  =
1
๐‘ ๐ถ
๐ผ ๐‘  โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(4)
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐‘‰
๐‘œ ๐‘ 
๐‘‰๐‘– ๐‘ 
=
1
๐‘ ๐ถ
๐ผ ๐‘ 
๐‘… +
1
๐‘ ๐ถ
๐ผ ๐‘ 
๐‘‰๐‘– = ๐‘… โˆ— ๐‘– +
1
๐ถ
๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐‘‰
๐‘œ =
1
๐ถ
๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐ผ ๐‘ 
๐‘ ๐ถ
๐‘…๐‘ ๐ถ+1
๐‘ ๐ถ
๐ผ ๐‘ 
=
๐ผ ๐‘ 
๐‘ ๐ถ
๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ )
๐‘ ๐ถ
=
๐ผ ๐‘ 
๐‘ ๐ถ
โˆ—
๐‘ ๐ถ
๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ )
Find the Transfer Function of RC Circuit
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐ผ ๐‘ 
๐‘ ๐ถ
๐‘…๐‘ ๐ถ+1
๐‘ ๐ถ
๐ผ ๐‘ 
=
๐ผ ๐‘ 
๐‘ ๐ถ
๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ )
๐‘ ๐ถ
=
๐ผ ๐‘ 
๐‘ ๐ถ
โˆ—
๐‘ ๐ถ
๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ )
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐ผ(๐‘ )
๐ผ ๐‘  [๐‘…๐‘ ๐ถ+1]
=
1
[๐‘…๐‘ ๐ถ+1]
=
1
๐‘…๐‘ ๐ถ+1
๐ผ๐‘“ ๐ผ ๐‘ค๐‘Ÿ๐‘–๐‘ก๐‘ก๐‘’๐‘› ๐‘–๐‘› ๐‘‡๐‘–๐‘š๐‘’ ๐ถ๐‘œ๐‘›๐‘ ๐‘ก๐‘Ž๐‘›๐‘ก ๐น๐‘œ๐‘Ÿ๐‘š๐‘Ž๐‘ก, ๐‘ ๐‘œ ๐‘‡๐‘Ž๐‘œ (๐œ) = ๐‘…๐‘ ๐ถ
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
1
๐œ + 1
Find the Transfer Function of CR Circuit
Convert Time Domain CKT into S-Domain
Find the Transfer Function of RC Circuit
๐‘‡๐‘œ๐‘ก๐‘Ž๐‘™ ๐‘‚๐‘๐‘๐‘œ๐‘ ๐‘–๐‘ก๐‘–๐‘œ๐‘› =
1
๐‘ ๐ถ
+ ๐‘…
๐‘‰๐‘œ๐‘™๐‘Ž๐‘ก๐‘”๐‘’ ๐ด๐‘๐‘Ÿ๐‘œ๐‘œ๐‘  ๐‘…, ๐‘ค๐‘’ ๐‘ข๐‘ ๐‘’๐‘‘ ๐‘‰๐ท๐‘†๐‘… ๐‘‰
๐‘œ ๐‘  =
๐‘‰๐‘– ๐‘  โˆ— ๐‘…
๐‘‡๐‘œ๐‘ก๐‘Ž๐‘™ ๐‘‚๐‘๐‘๐‘œ๐‘ ๐‘–๐‘ก๐‘–๐‘œ๐‘›
๐‘‰
๐‘œ ๐‘  =
๐‘‰๐‘– ๐‘  โˆ— ๐‘…
1
๐‘ ๐ถ
+ ๐‘…
Find the Transfer Function of RC Circuit
๐‘‰
๐‘œ ๐‘  =
๐‘‰๐‘– ๐‘  โˆ— ๐‘…
1
๐‘ ๐ถ
+ ๐‘…
๐‘‰
๐‘œ ๐‘ 
๐‘‰๐‘– ๐‘ 
=
๐‘…
1
๐‘ ๐ถ
+ ๐‘…
=
๐‘…
1 + ๐‘ ๐ถ๐‘…
๐‘ ๐ถ
= ๐‘… รท
1 + ๐‘ ๐ถ๐‘…
๐‘ ๐ถ
๐‘‰
๐‘œ ๐‘ 
๐‘‰๐‘– ๐‘ 
= ๐‘… ร—
๐‘ ๐ถ
1 + ๐‘ ๐ถ๐‘…
=
๐‘…๐‘ ๐ถ
๐‘…๐‘ ๐ถ + 1
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐ป ๐‘  =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐‘‰
๐‘œ ๐‘ 
๐‘‰๐‘– ๐‘ 
= ๐‘… ร—
๐‘ ๐ถ
1 + ๐‘ ๐ถ๐‘…
=
๐‘…๐‘ ๐ถ
๐‘…๐‘ ๐ถ + 1
Find the Transfer Function of RLC Circuit
๐ธ๐‘– ๐‘ก = ๐‘…๐‘– ๐‘ก + ๐ฟ
๐‘‘๐‘– ๐‘ก
๐‘‘๐‘ก
+
1
๐‘
๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1)
๐ธ๐‘œ ๐‘ก =
1
๐‘
๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
Find the Transfer Function of RLC Circuit
๐ธ๐‘– ๐‘ก = ๐‘…๐‘– ๐‘ก + ๐ฟ
๐‘‘๐‘– ๐‘ก
๐‘‘๐‘ก
+
1
๐‘
๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’ โˆ’(1)
๐ธ๐‘œ ๐‘ก =
1
๐‘
๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (1)
๐ธ๐‘– ๐‘  = ๐‘… โˆ— ๐ผ ๐‘  + ๐‘ ๐ฟ๐ผ ๐‘  +
1
๐‘ ๐‘
๐ผ ๐‘ 
๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (2)
๐ธ๐‘œ ๐‘  =
1
๐‘ ๐‘
๐ผ ๐‘ 
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐ธ๐‘œ ๐‘ 
๐ธ๐‘– ๐‘ 
=
1
๐‘ ๐ถ
๐ผ ๐‘ 
๐‘… โˆ— ๐ผ ๐‘  + ๐‘ ๐ฟ๐ผ ๐‘  +
1
๐‘ ๐‘
๐ผ ๐‘ 
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐ธ๐‘œ ๐‘ 
๐ธ๐‘– ๐‘ 
=
1
๐‘ ๐ถ
๐ผ ๐‘ 
๐‘… + ๐‘ ๐ฟ +
1
๐‘ ๐‘
๐ผ(๐‘ )
=
1
๐‘ ๐ถ
๐‘… + ๐‘ ๐ฟ +
1
๐‘ ๐‘
=
1
๐‘ ๐ถ
๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1
๐‘ ๐ถ
Find the Transfer Function of RLC Circuit
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐ธ๐‘œ ๐‘ 
๐ธ๐‘– ๐‘ 
=
1
๐‘ ๐ถ
๐ผ ๐‘ 
๐‘… + ๐‘ ๐ฟ +
1
๐‘ ๐‘
๐ผ(๐‘ )
=
1
๐‘ ๐ถ
๐‘… + ๐‘ ๐ฟ +
1
๐‘ ๐‘
=
1
๐‘ ๐ถ
๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1
๐‘ ๐ถ
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
1
๐‘ ๐ถ
๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1
๐‘ ๐ถ
=
1
๐‘ ๐ถ
โˆ—
๐‘ ๐ถ
๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1
=
1
๐ฟ๐ถ๐‘ 2 + ๐‘…๐ถ๐‘  + 1
TABLE OF LAPLACE TRANSFORM
Time Domain Laplace Domain
๐’• ๐’”
๐’Š ๐’• ๐‘ฐ ๐’”
๐’š ๐’• ๐’€ ๐’”
๐’…๐’š ๐’•
๐’…๐’•
๐’”. ๐’€ ๐’” โˆ’ ๐’š(๐ŸŽโˆ’)
๐’…๐’Š ๐’•
๐’…๐’•
๐’”. ๐‘ฐ ๐’” โˆ’ ๐’Š(๐ŸŽโˆ’)
๐‘ณ
๐’…๐’Š ๐’•
๐’…๐’•
๐’”. ๐‘ณ๐‘ฐ ๐’” โˆ’ ๐‘ณ๐’Š(๐ŸŽโˆ’)
๐’…๐Ÿ๐’š ๐’•
๐’…๐’•๐Ÿ
๐’”๐Ÿ. ๐’€ ๐’” โˆ’ ๐’š ๐ŸŽโˆ’ โˆ’ ๐’šโ€ฒ(๐ŸŽโˆ’)
๐’Š ๐’• ๐’…๐’•
๐Ÿ
๐’”
๐‘ฐ(๐’”)
1
๐‘ช
๐’Š ๐’• ๐’…๐’•
๐Ÿ
๐’”๐‘ช
๐‘ฐ(๐’”)
Find The Transfer Function
Example: Find the Transfer Function of the System is given by:
๐‘‘2๐‘ฆ ๐‘ก
๐‘‘๐‘ก2
+ 3.
๐‘‘๐‘ฆ ๐‘ก
๐‘‘๐‘ก
+ 2. ๐‘ฆ ๐‘ก = ๐‘ฅ ๐‘ก ๐‘คโ„Ž๐‘’๐‘Ÿ๐‘’: ๐‘ฅ ๐‘ก ๐‘–๐‘  ๐‘กโ„Ž๐‘’ ๐‘–๐‘›๐‘๐‘ข๐‘ก & ๐‘ฆ ๐‘ก ๐‘–๐‘  ๐‘กโ„Ž๐‘’ ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐‘ 2
. ๐‘Œ ๐‘  โˆ’ ๐‘ฆ 0โˆ’
โˆ’ ๐‘ฆโ€ฒ
0โˆ’
+ 3. ๐‘ . ๐‘Œ ๐‘  โˆ’ ๐‘ฆ 0โˆ’
+ 2. ๐‘Œ ๐‘  = ๐‘‹(๐‘ )
Solution:
All initial conditions are zero
๐‘ 2
. ๐‘Œ ๐‘  + 3๐‘ . ๐‘Œ ๐‘  + 2. ๐‘Œ ๐‘  = ๐‘‹(๐‘ )
๐‘Œ ๐‘  [๐‘ 2
+ 3๐‘  + 2] = ๐‘‹(๐‘ )
๐‘Œ ๐‘  =
๐‘‹ ๐‘ 
๐‘ 2 + 3๐‘  + 2
๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› =
๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก
๐ผ๐‘›๐‘๐‘ข๐‘ก
=
๐‘Œ ๐‘ 
๐‘‹(๐‘ )
=
1
๐‘ 2 + 3๐‘  + 2
โˆ’โˆ’ โˆ’๐ด๐‘›๐‘ ๐‘ค๐‘’๐‘Ÿ
Proper Transfer Function
A Transfer Function having Numerator Degree is less than or equal to
Denominator (N๏€ ๏‚ฃ D), than such type of Transfer Function is called as Proper
Transfer Function.
๐ป ๐‘  =
1
(๐‘  + 2)(๐‘  + 3)
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’ ๐‘ < ๐ท โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐‘ƒ๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
๐ป ๐‘  =
๐‘ 2 + 1
2๐‘ 2 + 5
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(๐‘๏‚ฃ๐ท) โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐‘ƒ๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
Strictly Proper Transfer Function
A Transfer Function having Numerator Degree is only less than Denominator
(N < D), than such type of Transfer Function is called as Proper Transfer
Function.
๐ป ๐‘  =
๐‘ 
3๐‘ 2 + 4
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’ ๐‘ < ๐ท โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐‘†๐‘ก๐‘Ÿ๐‘–๐‘๐‘ก๐‘™๐‘ฆ ๐‘ƒ๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
Improper OR Not Proper Transfer Function
A Transfer Function having Numerator Degree is greater than Denominator
(N>D), than such type of Transfer Function is called as Improper Transfer
Function.
๐ป ๐‘  =
3๐‘ 2 + 7
๐‘ 2 + 2
โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(๐‘ > ๐ท) โˆ’โˆ’โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐ผ๐‘š๐‘๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
Poles And Zeros Of Transfer Function

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Linear control system Open loop & Close loop Systems

  • 1. LINEAR CONTROL SYSTEM EE-324 Credit-Hours: 3+1 Dr. Wazir Muhammad Electrical Engineering Department BUET, Khuzdar
  • 2. First Week Modeling of electrical, mechanical and biological control systems, Open and closed-loop systems Second Week Block diagrams, Second order systems, Step and impulse response, Performance criteria, Steady state error. Third Week Sensitivity, s-plane system stability. Fourth Week Test-1 Fifth Week Analysis and design with the root loci method. Sixth week Frequency domain analysis, Seventh week Bode plots, Eight week Nyquist criterion, Ninth week gain and phase margins, Tenth week Nichols charts. Eleventh week Test-2 Twelfth week The State-space method Thirteenth week state equations, Fourteenth week flow graphs, stability Sixteenth week compensation techniques.
  • 3. Recommended Books: 1. Katsushiko, Ogata, โ€œModern Control Engineering,โ€ McGraw-Hill, `5th edition 2. R. C.Dorf and R. H. Bishop, โ€œModern Control Systems,โ€ 12th edition 3. B.C. Kuo, โ€œAutomatic Control Systemsโ€ 7th edition
  • 4. The system whose element are bounded to give desired output is called Control System Control Systems Control System (Fan, AC, Refrigerator etc.) Controlled I/P Controlled O/P
  • 5. Control Systems A control system is a set of mechanical or electronic devices that regulates other devices or systems by way of control loops. A control system is a system, which provides the desired response by controlling the output. The figure below shows the simple block diagram of a control system. Examples โˆ’ Traffic lights control system, washing machine, etc.
  • 6. 5 meter Inlet Outlet Control Action/Control Element Example of Water Level ๏ฑ We use water level detector having Inlet and Outlet switch. ๏ฑ Set point is 5 meter (we required water up to 5 meter level). ๏ฑ We used a tab to open and close. ๏ฑ If your water level maintain up to 5 meter than your system work properly. ๏ฑ If water is more than 5 meter your system is disturb, than you open the water tab than again your water level come on 5 meter. ๏ฑ So, water tab is called as Control Action or Control Element
  • 7. Quiz โ€ข In cold weather you use the room heater system whole night, find out the control action, input and output of this system. โ€ข Solution โ€ข Input = Electrical Energy โ€ข Output = Heat Energy โ€ข Action control = ON/OFF Switch
  • 8. Requirements of a Good Control System โ€ข Accuracy (How much your control system is accurate or minimum error) โ€ข Stability (Stability means sometimes disturbance occur, after resolve the disturbance and system back in original position means system is stable otherwise system is unstable). โ€ข Sensitivity (the quality of being easily upset by the minor fluctuations, like ammeter when disturbance occurs its needle shows fluctuations) โ€ข Noise (Control system having ability to block the noise) โ€ข Speed (Control system having fast Speed response). โ€ข Oscillation (Control system having less oscillation).
  • 9. Types of Control System 1) Open Loop Control System 2) Closed Loop Control System
  • 10. (1) Open Loop Control System ๏ฑ An open loop control system is a system in which the control action is totally independent of output of the system. ๏ฑ The accuracy of the system depends on the experience of user. ๏ฑ No feedback is used in the Open Loop Control System.
  • 11. Example of Open Loop Control System Immersion rod The immersion rod put inside the water to heat it. It goes on heating the water but does not have a feedback mechanism to tell you how hot the water is and when to stop the water heating, that is the perfect example of open loop control system. Toaster Toaster is goes on to increasing the temperature of the bread, but it dose not know when to stop heating, because sometimes we know that toast is to burn.
  • 12. Applications of Open Loop Control System
  • 13. ๏ฑSimple in construction and design. ๏ฑLow cost, because it has no more elements are present in the controller and circuitry is very simple. ๏ฑIt is convenient to use when the output is difficult to measure. Advantages Open Loop Control System Disadvantages Open Loop Control System ๏ฑIt is poorly equipped to handle disturbance. ๏ฑIt is not reliable, because not efficiently to handle the disturbance. ๏ฑI is inaccurate.
  • 14. Example of Open Loop Control System ๏ฑ In open loop control system, the feedback is not connected with the automatic controller, it does not mean at all that the level transducer or sensor or feedback is not present in the open loop control system, it is just not connected with the automatic controller as shown in the figure below. ๏ฑ The level transducer is connected with the display, it means if there is a deviation in the height of water in tank then level transducer will note it and send this reading to the display. But, as we can see that there is no feedback value coming to the automatic controller hence, it is unaware of the new height, it did not know that the new height is more than the required or less or equal, Therefore, it can not change the control element position. ๏ฑ Yes, by seeing the display reading, we can manually change the tap position to control the flow or to maintain the height of water. Similarly, You can also think of other examples such as room heater without temperature sensor, water boiling system, normal traffic light system( display is connected to show the timing only, it will not change the timings of lights according to the traffic flow) etc.
  • 15. Example of Closed Loop Control System ๏ฑ In this example, we have a task that we must maintain the water level at a desired height (say 5m). ๏ฑ This 5m value is the input (or set point) to the automatic controller, it means that automatic controller will compare the new height with this set point. ๏ฑ A level transducer is placed in the tank to measure the current height of water in the tank, this level transducer is connected with automatic controller, now the value(new height or output) given by the level transducer is compared with the set point(input) by the comparator. ๏ฑ If the new height is more than the set point then the automatic controller will control the control element and opens it, so that the water can flow from the outlet and water level will decreases to desired height again. ๏ฑ If the new height is less than the set point then the automatic controller controls the control element(tap) and closes it, so that water level will increase in the tank and we get the desired output.
  • 16. (2) Closed Loop Control System ๏ฑ One is forward path means water in and out. ๏ฑ Second is out match with input calculate the error using feedback loop.
  • 17. Figure: Block diagram of closed loop control system ๏ฑ Initially take a PLANT (PLANT is a tank, Inlet, outlet, water all things available in the PLANT). ๏ฑ PLANT connected with Control Element (Tap). ๏ฑ Control Element controlled by controller is known as Automatic Controller. ๏ฑ Automatic Controller work due to error signal E(s). ๏ฑ Error signal generated by Comparator. ๏ฑ Comparator just compare the value of input and feedback to create E(s). ๏ฑ Level Transducer just measure the height above 5 meter and gives to the Comparator. ๏ฑ So one path is called as Forward Path or Forward Path Gain denoted by G(s). ๏ฑ Other path is called as Feedback Path or Feedback Path Gain denoted by H(s)
  • 18. Figure: Block diagram of closed loop control system Convert Closed Loop Control System Into Canonical Form Now we draw canonical form in the G(s) and H(s) B(s) = Feedback signal
  • 19. ๐‘… ๐‘† + โˆ’๐ต ๐‘† โˆ’ ๐ธ ๐‘† = 0 ๐‘… ๐‘† โˆ’ ๐ต ๐‘† = ๐ธ(๐‘†) ๐ธ ๐‘† = ๐‘… ๐‘† โˆ’ ๐ต ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐ถ ๐‘† = ๐ธ ๐‘† ๐บ ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2) ๐ต ๐‘† = ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(3) Mathematical Form of Closed Loop Control System
  • 20. ๐ธ ๐‘† = ๐‘… ๐‘† โˆ’ ๐ต ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐ถ ๐‘† = ๐ธ ๐‘† ๐บ ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2) ๐ต ๐‘† = ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(3) From equation (2) ๐ถ ๐‘† ๐บ(๐‘†) = ๐ธ ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(4) ๐ถ ๐‘† ๐บ(๐‘†) = ๐‘… ๐‘† โˆ’ ๐ต ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(5) Put the value of E(S) in Equation (4) Put the value of B(S) in Equation (5) ๐ถ ๐‘† ๐บ(๐‘†) = ๐‘… ๐‘† โˆ’ ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(6)
  • 21. ๐ถ ๐‘† ๐บ(๐‘†) = ๐‘… ๐‘† โˆ’ ๐ถ ๐‘† ๐ป ๐‘† โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(6) ๐ถ ๐‘† = ๐‘… ๐‘† ๐บ(๐‘†) โˆ’ ๐ถ ๐‘† ๐บ(๐‘†)๐ป ๐‘† ๐ถ ๐‘† + ๐ถ ๐‘† ๐บ(๐‘†)๐ป ๐‘† = ๐‘… ๐‘† ๐บ(๐‘†) ๐ถ ๐‘† [1 + ๐บ ๐‘† ๐ป ๐‘† ] = ๐‘… ๐‘† ๐บ(๐‘†) ๐ถ ๐‘† = ๐‘… ๐‘† ๐บ(๐‘†) [1 + ๐บ ๐‘† ๐ป ๐‘† ] ๐ถ ๐‘† ๐‘… ๐‘† = ๐บ(๐‘†) 1 + ๐บ ๐‘† ๐ป ๐‘†
  • 22.
  • 23. Negative Feedback Closed Loop System Applications: ๏ฑ Stabilize gain ๏ฑ Amplifier ๏ฑ In ADC/DAC
  • 25.
  • 26. Transfer Function ๏ฑTransfer Function is the ratio of Laplace Transform of output to the Laplace Transform of input, when all initial conditions are assumed to be zero. ๏ฑTransfer Function gives the relationship between the Input and the Output
  • 27. Find the Transfer Function of RL Circuit ๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘–๐‘›๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’ ๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + ๐ฟ ๐‘‘๐‘– ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’ ๐‘‰ ๐‘œ = ๐ฟ ๐‘‘๐‘– ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
  • 28. Find the Transfer Function of RL Circuit ๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + ๐ฟ ๐‘‘๐‘– ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐‘‰ ๐‘œ = ๐ฟ ๐‘‘๐‘– ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2) ๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (1) ๐‘‰๐‘– ๐‘  = ๐‘… โˆ— ๐ผ ๐‘  + ๐‘ ๐ฟ๐ผ ๐‘  = ๐‘… + ๐‘ ๐ฟ ๐ผ(๐‘ ) ๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (2) ๐‘‰ ๐‘œ(๐‘ ) = ๐‘ ๐ฟ๐ผ(๐‘ ) ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐‘‰ ๐‘œ ๐‘  ๐‘‰๐‘– ๐‘  = ๐‘ ๐ฟ๐ผ(๐‘ ) ๐‘… + ๐‘ ๐ฟ ๐ผ(๐‘ ) ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐‘ ๐ฟ ๐‘… + ๐‘ ๐ฟ = ๐‘ ๐ฟ ๐‘… + ๐‘ ๐ฟ
  • 29. Find the Transfer Function of RL Circuit ๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + ๐ฟ ๐‘‘๐‘– ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐‘‰ ๐‘œ = ๐ฟ ๐‘‘๐‘– ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2) ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐‘ ๐ฟ ๐‘… + ๐‘ ๐ฟ ๐ผ๐‘“ ๐ผ ๐‘ค๐‘Ÿ๐‘–๐‘ก๐‘ก๐‘’๐‘› ๐‘–๐‘› ๐‘‡๐‘–๐‘š๐‘’ ๐ถ๐‘œ๐‘›๐‘ ๐‘ก๐‘Ž๐‘›๐‘ก ๐น๐‘œ๐‘Ÿ๐‘š๐‘Ž๐‘ก, ๐‘ ๐‘œ ๐‘‡๐‘Ž๐‘œ ๐œ ๐‘กโ„Ž๐‘Ž๐‘› ๐‘… ๐‘‘๐‘–๐‘ฃ๐‘–๐‘‘๐‘’๐‘‘ ๐‘ค๐‘–๐‘กโ„Ž ๐‘๐‘ข๐‘š๐‘’๐‘Ÿ๐‘Ž๐‘ก๐‘œ๐‘Ÿ ๐‘Ž๐‘›๐‘‘ ๐ท๐‘’๐‘›๐‘œ๐‘š๐‘–๐‘›๐‘Ž๐‘ก๐‘œ๐‘Ÿ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘ ๐œ 1 + ๐‘ ๐œ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘ ๐ฟ ๐‘… ๐‘… + ๐‘ ๐ฟ ๐‘… = ๐‘ . ๐ฟ ๐‘… 1 + ๐‘ . ๐ฟ ๐‘… ๐ฟ ๐‘… = ๐œ
  • 30. Find the Transfer Function of RC Circuit ๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘–๐‘›๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’ ๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + 1 ๐ถ ๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐ด๐‘๐‘๐‘™๐‘ฆ ๐พ๐‘‰๐ฟ ๐‘“๐‘Ÿ๐‘œ๐‘š ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐‘ ๐‘–๐‘‘๐‘’ ๐‘‰ ๐‘œ = 1 ๐ถ ๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
  • 31. Find the Transfer Function of RC Circuit ๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (1) ๐‘‰๐‘– ๐‘  = ๐‘… โˆ— ๐ผ ๐‘  + 1 ๐‘ ๐ถ ๐ผ ๐‘  = ๐‘… + 1 ๐‘ ๐ถ ๐ผ ๐‘  โˆ’ (3) ๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (2) ๐‘‰ ๐‘œ ๐‘  = 1 ๐‘ ๐ถ ๐ผ ๐‘  โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(4) ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐‘‰ ๐‘œ ๐‘  ๐‘‰๐‘– ๐‘  = 1 ๐‘ ๐ถ ๐ผ ๐‘  ๐‘… + 1 ๐‘ ๐ถ ๐ผ ๐‘  ๐‘‰๐‘– = ๐‘… โˆ— ๐‘– + 1 ๐ถ ๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐‘‰ ๐‘œ = 1 ๐ถ ๐‘–๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2) ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐ผ ๐‘  ๐‘ ๐ถ ๐‘…๐‘ ๐ถ+1 ๐‘ ๐ถ ๐ผ ๐‘  = ๐ผ ๐‘  ๐‘ ๐ถ ๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ ) ๐‘ ๐ถ = ๐ผ ๐‘  ๐‘ ๐ถ โˆ— ๐‘ ๐ถ ๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ )
  • 32. Find the Transfer Function of RC Circuit ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐ผ ๐‘  ๐‘ ๐ถ ๐‘…๐‘ ๐ถ+1 ๐‘ ๐ถ ๐ผ ๐‘  = ๐ผ ๐‘  ๐‘ ๐ถ ๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ ) ๐‘ ๐ถ = ๐ผ ๐‘  ๐‘ ๐ถ โˆ— ๐‘ ๐ถ ๐ผ(๐‘ )๐‘…๐‘ ๐ถ+๐ผ(๐‘ ) ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐ผ(๐‘ ) ๐ผ ๐‘  [๐‘…๐‘ ๐ถ+1] = 1 [๐‘…๐‘ ๐ถ+1] = 1 ๐‘…๐‘ ๐ถ+1 ๐ผ๐‘“ ๐ผ ๐‘ค๐‘Ÿ๐‘–๐‘ก๐‘ก๐‘’๐‘› ๐‘–๐‘› ๐‘‡๐‘–๐‘š๐‘’ ๐ถ๐‘œ๐‘›๐‘ ๐‘ก๐‘Ž๐‘›๐‘ก ๐น๐‘œ๐‘Ÿ๐‘š๐‘Ž๐‘ก, ๐‘ ๐‘œ ๐‘‡๐‘Ž๐‘œ (๐œ) = ๐‘…๐‘ ๐ถ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = 1 ๐œ + 1
  • 33. Find the Transfer Function of CR Circuit Convert Time Domain CKT into S-Domain
  • 34. Find the Transfer Function of RC Circuit ๐‘‡๐‘œ๐‘ก๐‘Ž๐‘™ ๐‘‚๐‘๐‘๐‘œ๐‘ ๐‘–๐‘ก๐‘–๐‘œ๐‘› = 1 ๐‘ ๐ถ + ๐‘… ๐‘‰๐‘œ๐‘™๐‘Ž๐‘ก๐‘”๐‘’ ๐ด๐‘๐‘Ÿ๐‘œ๐‘œ๐‘  ๐‘…, ๐‘ค๐‘’ ๐‘ข๐‘ ๐‘’๐‘‘ ๐‘‰๐ท๐‘†๐‘… ๐‘‰ ๐‘œ ๐‘  = ๐‘‰๐‘– ๐‘  โˆ— ๐‘… ๐‘‡๐‘œ๐‘ก๐‘Ž๐‘™ ๐‘‚๐‘๐‘๐‘œ๐‘ ๐‘–๐‘ก๐‘–๐‘œ๐‘› ๐‘‰ ๐‘œ ๐‘  = ๐‘‰๐‘– ๐‘  โˆ— ๐‘… 1 ๐‘ ๐ถ + ๐‘…
  • 35. Find the Transfer Function of RC Circuit ๐‘‰ ๐‘œ ๐‘  = ๐‘‰๐‘– ๐‘  โˆ— ๐‘… 1 ๐‘ ๐ถ + ๐‘… ๐‘‰ ๐‘œ ๐‘  ๐‘‰๐‘– ๐‘  = ๐‘… 1 ๐‘ ๐ถ + ๐‘… = ๐‘… 1 + ๐‘ ๐ถ๐‘… ๐‘ ๐ถ = ๐‘… รท 1 + ๐‘ ๐ถ๐‘… ๐‘ ๐ถ ๐‘‰ ๐‘œ ๐‘  ๐‘‰๐‘– ๐‘  = ๐‘… ร— ๐‘ ๐ถ 1 + ๐‘ ๐ถ๐‘… = ๐‘…๐‘ ๐ถ ๐‘…๐‘ ๐ถ + 1 ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐ป ๐‘  = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐‘‰ ๐‘œ ๐‘  ๐‘‰๐‘– ๐‘  = ๐‘… ร— ๐‘ ๐ถ 1 + ๐‘ ๐ถ๐‘… = ๐‘…๐‘ ๐ถ ๐‘…๐‘ ๐ถ + 1
  • 36. Find the Transfer Function of RLC Circuit ๐ธ๐‘– ๐‘ก = ๐‘…๐‘– ๐‘ก + ๐ฟ ๐‘‘๐‘– ๐‘ก ๐‘‘๐‘ก + 1 ๐‘ ๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(1) ๐ธ๐‘œ ๐‘ก = 1 ๐‘ ๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2)
  • 37. Find the Transfer Function of RLC Circuit ๐ธ๐‘– ๐‘ก = ๐‘…๐‘– ๐‘ก + ๐ฟ ๐‘‘๐‘– ๐‘ก ๐‘‘๐‘ก + 1 ๐‘ ๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’ โˆ’(1) ๐ธ๐‘œ ๐‘ก = 1 ๐‘ ๐‘– ๐‘ก ๐‘‘๐‘ก โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(2) ๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (1) ๐ธ๐‘– ๐‘  = ๐‘… โˆ— ๐ผ ๐‘  + ๐‘ ๐ฟ๐ผ ๐‘  + 1 ๐‘ ๐‘ ๐ผ ๐‘  ๐ด๐‘๐‘๐‘™๐‘ฆ ๐ฟ๐‘Ž๐‘๐‘™๐‘Ž๐‘๐‘’ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘œ๐‘Ÿ๐‘š on equation (2) ๐ธ๐‘œ ๐‘  = 1 ๐‘ ๐‘ ๐ผ ๐‘  ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐ธ๐‘œ ๐‘  ๐ธ๐‘– ๐‘  = 1 ๐‘ ๐ถ ๐ผ ๐‘  ๐‘… โˆ— ๐ผ ๐‘  + ๐‘ ๐ฟ๐ผ ๐‘  + 1 ๐‘ ๐‘ ๐ผ ๐‘  ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐ธ๐‘œ ๐‘  ๐ธ๐‘– ๐‘  = 1 ๐‘ ๐ถ ๐ผ ๐‘  ๐‘… + ๐‘ ๐ฟ + 1 ๐‘ ๐‘ ๐ผ(๐‘ ) = 1 ๐‘ ๐ถ ๐‘… + ๐‘ ๐ฟ + 1 ๐‘ ๐‘ = 1 ๐‘ ๐ถ ๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1 ๐‘ ๐ถ
  • 38. Find the Transfer Function of RLC Circuit ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐ธ๐‘œ ๐‘  ๐ธ๐‘– ๐‘  = 1 ๐‘ ๐ถ ๐ผ ๐‘  ๐‘… + ๐‘ ๐ฟ + 1 ๐‘ ๐‘ ๐ผ(๐‘ ) = 1 ๐‘ ๐ถ ๐‘… + ๐‘ ๐ฟ + 1 ๐‘ ๐‘ = 1 ๐‘ ๐ถ ๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1 ๐‘ ๐ถ ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = 1 ๐‘ ๐ถ ๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1 ๐‘ ๐ถ = 1 ๐‘ ๐ถ โˆ— ๐‘ ๐ถ ๐‘…๐‘ ๐ถ + ๐‘ 2๐ฟ๐ถ + 1 = 1 ๐ฟ๐ถ๐‘ 2 + ๐‘…๐ถ๐‘  + 1
  • 39. TABLE OF LAPLACE TRANSFORM Time Domain Laplace Domain ๐’• ๐’” ๐’Š ๐’• ๐‘ฐ ๐’” ๐’š ๐’• ๐’€ ๐’” ๐’…๐’š ๐’• ๐’…๐’• ๐’”. ๐’€ ๐’” โˆ’ ๐’š(๐ŸŽโˆ’) ๐’…๐’Š ๐’• ๐’…๐’• ๐’”. ๐‘ฐ ๐’” โˆ’ ๐’Š(๐ŸŽโˆ’) ๐‘ณ ๐’…๐’Š ๐’• ๐’…๐’• ๐’”. ๐‘ณ๐‘ฐ ๐’” โˆ’ ๐‘ณ๐’Š(๐ŸŽโˆ’) ๐’…๐Ÿ๐’š ๐’• ๐’…๐’•๐Ÿ ๐’”๐Ÿ. ๐’€ ๐’” โˆ’ ๐’š ๐ŸŽโˆ’ โˆ’ ๐’šโ€ฒ(๐ŸŽโˆ’) ๐’Š ๐’• ๐’…๐’• ๐Ÿ ๐’” ๐‘ฐ(๐’”) 1 ๐‘ช ๐’Š ๐’• ๐’…๐’• ๐Ÿ ๐’”๐‘ช ๐‘ฐ(๐’”)
  • 40. Find The Transfer Function Example: Find the Transfer Function of the System is given by: ๐‘‘2๐‘ฆ ๐‘ก ๐‘‘๐‘ก2 + 3. ๐‘‘๐‘ฆ ๐‘ก ๐‘‘๐‘ก + 2. ๐‘ฆ ๐‘ก = ๐‘ฅ ๐‘ก ๐‘คโ„Ž๐‘’๐‘Ÿ๐‘’: ๐‘ฅ ๐‘ก ๐‘–๐‘  ๐‘กโ„Ž๐‘’ ๐‘–๐‘›๐‘๐‘ข๐‘ก & ๐‘ฆ ๐‘ก ๐‘–๐‘  ๐‘กโ„Ž๐‘’ ๐‘œ๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐‘ 2 . ๐‘Œ ๐‘  โˆ’ ๐‘ฆ 0โˆ’ โˆ’ ๐‘ฆโ€ฒ 0โˆ’ + 3. ๐‘ . ๐‘Œ ๐‘  โˆ’ ๐‘ฆ 0โˆ’ + 2. ๐‘Œ ๐‘  = ๐‘‹(๐‘ ) Solution: All initial conditions are zero ๐‘ 2 . ๐‘Œ ๐‘  + 3๐‘ . ๐‘Œ ๐‘  + 2. ๐‘Œ ๐‘  = ๐‘‹(๐‘ ) ๐‘Œ ๐‘  [๐‘ 2 + 3๐‘  + 2] = ๐‘‹(๐‘ ) ๐‘Œ ๐‘  = ๐‘‹ ๐‘  ๐‘ 2 + 3๐‘  + 2 ๐‘‡๐‘Ÿ๐‘Ž๐‘›๐‘ ๐‘“๐‘’๐‘Ÿ ๐น๐‘ข๐‘›๐‘๐‘ก๐‘–๐‘œ๐‘› = ๐‘‚๐‘ข๐‘ก๐‘๐‘ข๐‘ก ๐ผ๐‘›๐‘๐‘ข๐‘ก = ๐‘Œ ๐‘  ๐‘‹(๐‘ ) = 1 ๐‘ 2 + 3๐‘  + 2 โˆ’โˆ’ โˆ’๐ด๐‘›๐‘ ๐‘ค๐‘’๐‘Ÿ
  • 41. Proper Transfer Function A Transfer Function having Numerator Degree is less than or equal to Denominator (N๏€ ๏‚ฃ D), than such type of Transfer Function is called as Proper Transfer Function. ๐ป ๐‘  = 1 (๐‘  + 2)(๐‘  + 3) โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’ ๐‘ < ๐ท โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐‘ƒ๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น ๐ป ๐‘  = ๐‘ 2 + 1 2๐‘ 2 + 5 โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(๐‘๏‚ฃ๐ท) โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐‘ƒ๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
  • 42. Strictly Proper Transfer Function A Transfer Function having Numerator Degree is only less than Denominator (N < D), than such type of Transfer Function is called as Proper Transfer Function. ๐ป ๐‘  = ๐‘  3๐‘ 2 + 4 โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’ ๐‘ < ๐ท โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐‘†๐‘ก๐‘Ÿ๐‘–๐‘๐‘ก๐‘™๐‘ฆ ๐‘ƒ๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
  • 43. Improper OR Not Proper Transfer Function A Transfer Function having Numerator Degree is greater than Denominator (N>D), than such type of Transfer Function is called as Improper Transfer Function. ๐ป ๐‘  = 3๐‘ 2 + 7 ๐‘ 2 + 2 โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’โˆ’ โˆ’(๐‘ > ๐ท) โˆ’โˆ’โˆ’โˆ’ โˆ’๐ผ๐‘ก ๐‘–๐‘  ๐ผ๐‘š๐‘๐‘Ÿ๐‘œ๐‘๐‘’๐‘Ÿ ๐‘‡. ๐น
  • 44. Poles And Zeros Of Transfer Function