Chapter 2
Mathematical Models of
Systems
Illustrations
2 - 2
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Six Step Approach to Dynamic System Problems
• Define the system and its components
• Formulate the mathematical model and list the necessary assumptions
• Write the differential equations describing the model
• Solve the equations for the desired output variables
• Examine the solutions and the assumptions
• If necessary, reanalyze or redesign the system
Illustrations
2 - 4
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 6
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 8
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 10
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 12
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 14
Dr. Soleimani, Department of Mechanical Engineering, IAUN
𝑓 𝑡 𝑑𝑡𝑡
0
𝑒−𝑎𝑡𝑓 𝑡 𝐹(𝑠 + 𝑎)
Illustrations
2 - 16
Dr. Soleimani, Department of Mechanical Engineering, IAUN
s -> 0 t -> infinite
Lim s F s( ( )) Lim f t( ( ))
7. Final-value Theorem
s -> infinite t -> 0
Lim s F s( ( )) Lim f t( ( )) f 0( )
6. Initial-value Theorem
0
s F s( )
d
f t( ) t 5. Frequency Integration
F s( a) f t( ) e (a t )
4. Frequency shifting
s F s( ) d
d
t f t ( )
3. Frequency differentiation f at( ) 2. Time scaling
1 a F s
a
f t( T) u t ( T)
1. Time delay
e (s T )F s( )
Property Time Domain Frequency Domain
s -> 0 t -> infinite
Lim s F s( ( )) Lim f t( ( ))
7. Final-value Theorem
s -> infinite t -> 0
Lim s F s( ( )) Lim f t( ( )) f 0( )
6. Initial-value Theorem
0
s F s( )
d
f t( ) t 5. Frequency Integration
F s( a) f t( ) e (a t )
4. Frequency shifting
s F s( ) d
d
t f t ( )
3. Frequency differentiation f at( ) 2. Time scaling
1 a F s
a
f t( T) u t ( T)
1. Time delay
e (s T )F s( )
Property Time Domain Frequency Domain
s -> 0 t -> infinite
Lim s F s( ( )) Lim f t( ( ))
7. Final-value Theorem
s -> infinite t -> 0
Lim s F s( ( )) Lim f t( ( )) f 0( )
6. Initial-value Theorem
0
s F s( )
d
f t( ) t 5. Frequency Integration
F s( a) f t( ) e (a t )
4. Frequency shifting
s F s( ) d
d
t f t ( )
3. Frequency differentiation f at( ) 2. Time scaling
1 a F s
a
f t( T) u t ( T)
1. Time delay
e (s T )F s( )
Property Time Domain Frequency Domain
s -> 0 t -> infinite
Lim s F s( ( )) Lim f t( ( ))
7. Final-value Theorem
s -> infinite t -> 0
Lim s F s( ( )) Lim f t( ( )) f 0( )
6. Initial-value Theorem
0
s F s( )
d
f t( ) t 5. Frequency Integration
F s( a) f t( ) e (a t )
4. Frequency shifting
s F s( ) d
d
t f t ( )
3. Frequency differentiation f at( ) 2. Time scaling
1 a F s
a
f t( T) u t ( T)
1. Time delay
e (s T )F s( )
Property Time Domain Frequency Domain
Differential operator
Integral operator
Final value theorem lim
𝑡→∞
𝑦 𝑡 = lim
𝑠→0
𝑠𝑌(𝑠)
lim
𝑡→0𝑦 𝑡 = lim
𝑠→∞
𝑠𝑌(𝑠)
Initial value theorem
Illustrations
2 - 18
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Differential Equation:
Laplace Transform:
Transfer Function:
Illustrations
2 - 20
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 22
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Rearranged Equations:
Matrix Form:
Solving for V
1(s):
Transfer Function:
Illustrations
2 - 24
Dr. Soleimani, Department of Mechanical Engineering, IAUN
The flux ϕ is proportional to the field current i
f:
The motor torque is related linearly to ϕ and armature current i
a:
The field current is related to the field voltage as:
The motor torque T
mis divided to the load torque T
Land the
A. Field Control (i
a=constant)
Illustrations
2 - 26
Dr. Soleimani, Department of Mechanical Engineering, IAUN
The load torque T
Lfor rotating inertia :
Rearranging Equations
The transfer function of the motor-load combination
Illustrations
2 - 28
Dr. Soleimani, Department of Mechanical Engineering, IAUN
B. Armature control (i
f=constant)
The relation between voltage and current of armature:
The motor torque is related linearly to armature current i
a:
Back electromotive-force voltage:
Armature current:
Load torque:
Illustrations
2 - 30
Dr. Soleimani, Department of Mechanical Engineering, IAUN
V2( )s V1( )s
1 RCs
V2( )s
V1( )s RCs
Illustrations
2 - 32
Dr. Soleimani, Department of Mechanical Engineering, IAUN
( )s Vf( )s
Km
s J s( b)
Lfs Rf
( )s Va( )s
Km
s
Ra Las
(J s b) KbKmxo( )t y t( ) xin( )t Xo( )s
Xin( )s
s2
s2 b
M
s
k
M
For low frequency oscillations, where n Xo j
Xin j
2 k M
V2( )s V1( )s
R2 R
R2 R1 R2
R2
Illustrations
2 - 34
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Gear Ratio = n = N1/N2 N2L N1m
L nm
L nm
T s( ) q s( )
1 Cts Q S 1
R
T To Te = temperature difference due to thermal process Ct = thermal capacitance
= fluid flow rate = constant Q
Y s( ) X s( )
K s Ms( B) K A k x
kp B b A2
kp
kx x d g d
kp P d g d g g x P( ) flow
A = area of piston
Illustrations
2 - 36
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Block diagram of a DC motor
General block representation of two-input, two output system
Block diagram of interconnected system
Illustrations
2 - 38
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Multi input, multi output system (Matrix form)
Block Diagram Transformations
Original Diagram Equivalent Diagram
Illustrations
2 - 40
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Block Diagram Transformations
Original Diagram Equivalent Diagram
Block Diagram Transformations
Original Diagram Equivalent Diagram
Illustrations
2 - 42
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Closed-loop transfer function
Solution:
Illustrations
2 - 44
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Signal-flow graph of the DC motor
Signal-flow graph of interconnected system
Illustrations
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Dr. Soleimani, Department of Mechanical Engineering, IAUN
Signal-flow graph of two algebraic equation
Illustrations
2 - 48
Dr. Soleimani, Department of Mechanical Engineering, IAUN
𝑃
𝑘= یجوزخ هب یدورو سا مُا 𝑘 زیسم هزهب
Δ = فازگ نانیمزتد
Δ
𝑘= مُا 𝑘 زیسم فذح اب فازگ نانیمزتد
Δ = 1 – ( توافتم یاه هقلح همه هزهب عومجم )
+ ( یسامتزیغ یاه هقلح تفج همه هزهب یزضلصاح عومجم )
– ( یسامتزیغ یاه هقلح هس همه هزهب بزضلصاح عومجم )
+ . . .
Illustrations
2 - 50
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 52
Dr. Soleimani, Department of Mechanical Engineering, IAUN
Illustrations
2 - 54
Dr. Soleimani, Department of Mechanical Engineering, IAUN