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f t( ) 0dynes=y 0( ) 100cm=For this problem:
k 1816gm
s2
=kM g
27cm
:=g 980.7cm
s2
=M 50gm:=From the solution of problem 2-9:
y t( )and a second integartion givesd y t( )
dtIntegration of this second derivative results in:
d2
y t( )
dt2
gf t( )
M+
k
My t( )=
Solve for the highest derivative:
Md
2y t( )
dt2
M g k y t( ) f t( )+=
The differential equation representing the motion of the bird mobile is, from Problem 2-9:
13-1. Simulation of Bird Mobile of Problem 2-9.
Solutions to Problems 13-1 to 13-17
Chapter 13. Simulation of Process Control Systems
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The period of oscillation is, as in
the solution to problem 2-9:
Period 2
M
k:=
Period 1.043 s=
The number of complete cycles
in 10 seconds is:
10s
Period9.592=
The simulation plot shows the
same result.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.
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Period 1.795 s=Period2
g
L
:=g
L3.501 Hz=The frequency of oscillation is:
(Table 2-1.1)x t( ) x 0( ) cosg
Lt
=r2 ig
L=r1. i
g
L=Roots:
s2 g
L+
X s( ) 0=The solution of the differential equation:
x 0( ) 0.1m=L 0.8m:=M 0.5kg:=g 9.807m
s2
=
d2
x t( )
dt2
g
L x t( )=
Substitute and simplify to obtain:
tan ( ) sin ( )=x t( )
L=
For small angles , from the geometry:
M g tan ( ) Md
2x t( )
dt2
=
Application of Newton's Second Law of Motion:
Mgx(t)
L
Mgsin2
2
13-2. Simulation of a Pendulum
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The number of oscillations in
10 s is:
10s
Period5.572=
The simulation plot shows
the same result.
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wi 0.194kg
s=wi Ao 2
M 601300 Pa
Rg T 601300Pa po( ):=
Assume the compressor is initially off and comes on after 200 s (five time constants) with the exact
flow required to maintain the initial pressure:
42.895s=
V 2M
Rg T 601300 Pa 500000 Pa
Ao 2 601300 Pa po( ):=
From the linearization of Problem 2-23, we know that the time constant is:
p 0( ) 500000 101300+( )Pa=T 70 273.16+( )K:=Rg 8.314Pa m
3
mole K:=
po 101300Pa:=M 29gm
mole:=Ao 0.785cm2
:=V 1.5m3
:=Problem parameters:
d p t( )
dt
Rg T
V Mwi t( ) wo t( )( )=Substitute and solve for dp(t)/dt:
t( )M
Rg Tp t( )=Ideal gas law, assuming constant temperature:
wo t( ) Ao 2 t( ) p t( ) po( )=Flow through the orifice:
Vd t( )
dtwi t( ) wo t( )=
In Problem 2-23 the mass balance on the tank produced the following equation:
13-3. Simulation of Punctured Air Tank of Problem 2-23.
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As predicted by the linearized
model, the pressure reaches
steady state in about 200 s.
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Run the simulation for 25 hrs (five time constants). Simulate the oven as a step function from an
inital temperature of 535R to 800R.
d T t( )
dt
A
M cvTs t( )
4T t( )
4=
Integrate the differential equation :
5.16 hr=M cv
4 A 535R( )3
:=
By the linearization done in Problem 2-24, the time constant of the turkey is:
0.1718 108
BTU
hr ft2
R4
:=T 0( ) 535R =cv 0.95BTU
lb R:=
0.6:=Ts 800R:=A 3.5ft2
:=M 12lb:=The parameters, given in this problem are:
M cvdT t( )
dt A Ts t( )
4T t( )
4=
From the solution to Problem 2-24, the differential equation obtained from an energy balace on the
turkey is:
13-4. Simulation of the turkey temperature response of Problem 2-24.
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From the response, the time
constant is much less than 5 hr.
This is because the time constant
gets smaller with temperature. At
800R it is:
M cv
4 A 800R( )3
:= 1.54 hr=
From the response, the actual time
constant seems to be about 2 hr,
which is more in line with how long it
takes to cook a turkey.
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E 27820BTU
lbmole:=
Rg 1.987BTU
lbmole R:= 55
lb
ft3
:= Cp 0.88BTU
lb R:= A 36ft
2:=
fc 0.8771ft
3
min:=
c 62.4lb
ft3
:= Hr 12000BTU
lbmole:= U 75
BTU
hr ft2
R
:= Vc 1.56ft3
:= Cpc 1BTU
lb R:=
Check that initial conditions are at steady state (derivatives = 0):
rA ko e
E
Rg 678.9 R 0.2068
lbmole
ft3
2
:= rA 0.039lbmole
ft3
min
=
f
VcAi 0.2068
lbmole
ft3
rA 5.87 10
4
lbmole
ft3
min
=
f
VTi 678.9R( )
Hr
Cp
rA
U A
V Cp
678.9 602.7( )R 7.915 10
3
R
min=
fc
Vc
Tci 602.7R( )U A
Vc c Cpc678.9 602.7( )R+ 0.027
R
min=
The following is the Simulink diagram for the reactor:
13-5. Non-isothermal Chemical Reactor of Section 4-2.3
lbmole 453.59mole:=Rearranging the model equations from Section 4-2.3:
d cA t( )
dt
f t( )
V cAi t( ) cA t( )( ) rA t( )= cA 0( ) 0.2068lbmole
ft3=
rA t( ) ko e
E
Rg T t( ) cA
2 t( )=
d T t( )
dt
f t( )
VTi t( ) T t( )( )
Hr
CprA t( )
U A
V CpT t( ) Tc t( )( )= T 0( ) 678.9R =
d Tc t( )
dt
fc t( )
Vc
Tci t( ) Tc t( )( )U A
Vc c CpcT t( ) Tc t( )( )+= Tc 0( ) 602.7R =
Design conditions: cAi 0.5975lbmole
ft3
:= Ti 633.5R:= f 1.3364ft3
min:= Tci 540R:=
Parameters:V 13.46ft
3:= ko 8.33 10
8
ft3
lbmole min:=
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The following are the responses for a 0.25 ft3/min increase in process flow at 1 minute followed by
a 0.1 ft3/min increase in coolant flow at 30 minutes.
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Observe the inverse response in the reactor temperature for the change in process flow.
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is unlawful.
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The folowing is the Simulink diagram for the mixer:
f2 37.5gal
min=f2 f f1:=
f1 62.5galmin
=f1 fcA2 0.025mole cm
3
cA2 cA1
:=
f1 cA1 f2 cA2+ f cA 0=At the initial steady state:
(assuming constant volume)f1 f2+ f=Total mass balance:
Ah 200gal:=f 100gal
min:=cA2 0.05
mole
cm3
:=cA1 0.01mole
cm3
:=Problem parameters:
cA 0( ) 0.025 mole
cm3
=
d cA
t( )
dt
f1
t( ) cA1
t( ) f2
t( ) cA2
t( )+ f t( ) cA
t( )
A h=
The model equation, from the solution to Problem 3-1:
13-6. Mixing Process of Problem 3-1
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The responses to a step increase in f1 from 62.5 to 67.5 GPM at 1 minute:
The concentration response is
typical first-order with a timeconstant of approximately 2 min.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owneris unlawful.
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13-7. Feedback control of composition in mixer of Problem 3-1
Introduce the following blocks from the Chapter 13c public nodels:
Figure 13-4.1, F401Vlv1, control valve with time constant of 1 min, linear, maximum flow of
100 gpm, and initial condition of 37.5%C.O.Figure 13-4.3, F403PI, PI controller with initial condition of 37.5% CO.Figure 13-4.7, F407Trmr, transmitter with 1 min time constant, range of 0 to 1 mole/cm3,and initial condition of 0.025 mole/cm3
The controller was tuned for quarter decay ratio response with a gain of 20%CO/%TO and an
intgral time of 1.5 min.
This is the Simulink diagram of the loop (the mixer block is the one from Problem 13-5):
The response to a 5 gpm increase in f1 at 1 minute is:
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The outlet flow increases by 5 gpm
at 1 min and then the controller
increases f2 to bring the outlet
concentration back up to the set
point.
The high controller gain rsults in a
very minor deviation of the outlet
concentration from its set point.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.
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The responses to a 5 ft3/min step increase in process flow are:
The Simulink diagram is given by:
k 1 min1
=k
f cA1 0.5lbmole ft3
V 0.5 lbmole ft3
:=Initial conditions at steady state:
Di 5.5in:=Lp 400ft:=V 150ft3
:=Problem parameters:
cA1 2lbmole
ft3
:=f 50ft
3
min:=Design conditions:
cA3 t( ) cA2 t to( )=
cA2 0( ) 0.5 lbmole
ft3
=
d cA2
t( )
dtfV
cA1 t( ) cA2 t( )( ) kcA2 t( )=
The model equations, from the solution to Problem 3-2, are:
13-8. Isothermal reactor of Problem 3-2
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The concentration response shows a
time constant of about 0.75 min, a
dead time of a little over 1 min, and a
steady state change of 0.38 lbmole/ft3.
The values from the linear model are:
V
f k V+:= 0.75 min=
to
Di2
Lp
4f:= to 1.32 min=
cA2
cA1 0.5lbmole
ft3
f k V+
5ft
3
min:=
cA2 0.038lbmole
ft3
=
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owneris unlawful.
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The responses to a 0.1 step increase in feed composition are:
The Simulink diagram for this problem is:
z0
0.513=
y0 0.625=z0
V y0 L 0.4+
F:=y0
0.4
1 1( )0.4+:=
At initial steady state:
2.5:=M 500kmole:=Problem parameters:
V 5kmole
s=V F L:=L 5
kmole
s:=F 10
kmole
s:=Design conditions:
y t( ) x t( )
1 1( )x t( )+=
F V L+=
x 0( ) 0.4=d x t( )
dt
1
M
F z t( ) V y t( ) L x t( )( )=
Rearranging the model equation developed in Problem 3-11:kmole 1000mole:=
13-9. Flash drum of Problem 3-11
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These are typical first-order
responses with a time constant
of about 50 s and a gain on x of
about 1 which match the results
of the linear model in the
solution of Problem 3-11.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
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The responses to a 20 ft3/min increase in inlet flow are:
The Simulink diagram for the tray is:
As the response is fast, convert time units to s by multiplying the derivative by 60 s/min.
h0 0.136 ft=
h0
fo
0.415 w 2 g
1
1.5
:=fo fi:=fi 30ft
3
min:=Initial steady state conditions:
S 11.2ft2
:=w 3ft:=Problem parameters:
fo t( ) 0.415 w h t( )1.5
2 g=
d h t( )dt
1S
fi t( ) fo t( )( )=
The model equations from the solution to Problem 3-12 are:
13-10. Distillation tray of Problem 3-12
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The first-order response has a time
constant of approximately 2 s and
the steady-state change is about
0.054 ft. The time costant matches
the one from the linerized model from
the solution of Problem 3-12. Usingthe gain from that solution, the
steady-state change in level should
be:
20ft3
min1
331.4ft2
min1
0.06 ft= close!
The students can check the results
for the change in 10 ft3/min.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.
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From Table 7-1.1, for a series PID controller tuned for quarter decay ratio response:
Kc
Kcu
1.7:= I
Tu
2:= D
Tu
8:= Kc 147
%CO
%TO= I 1.5min= D 0.38 min=
Control valve (from F401Vlv1): Kv 0.0542m
3
min %CO:= v 0.1min:= (Solution of Problem
6-11)
Initial position:f2
Kv
44.28 %CO=
Transmitter (from F407Trmr): T
3min:= Initial output:50 20
70 20
60%TO=
The series PID Controller block is taken from the Public Model Library, F405PIDs
The Simulink block diagram for the blender conentration control loop is:
13.11. Blending tank of Problems 3-18 and 6-11
The diagram for the blender is essentially the same as for Problem 13-6 with slightly different
notation and the following parameter and design values:
%CO %:=
c1 80 kg
m3
:= c2 30 kg
m3
:= c0 50 kg
m3
:= f 4 m
3
min:= V 40m3:= %TO %:=
At the intial steady state: f f1 f2+= f c0 f1 c1 f2 c2+=
f2 fc0 c1
c2 c1:= f1 f f2:= f1 1.6
m3
min= f2 2.4
m3
min=
From the results of Problem 6-11, the ultimate gain and period are:
Kcu 250%CO
%TO:= Tu 3.01min:=
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The responses to a 0.1 m3/min increase in f1 are:
The decay ratio is somewhat greater
than 1/4. Students may adjust the
controller tuning parameters toimprove the response.
Notice that the concentration can be
controlled very tightly.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.
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f2 f1:= f1 3m
3
min=
Cv1
f1
h10
:= Cv2
f2
h20
:= Cv1 1.897m
2.5
min=
Cv2 1.897m
2.5
min=
The linearized gains and time constants are:
K1
2 h10
Cv1:= 1
2 A1
h10
Cv1:= K1 1.667 min
m2
= 1 15min=
K2
Cv1
Cv2
h20
h10
:= 2
2 A2 h20
Cv2
:= K2 1= 2 15min=
The Simulink diagram for this problem is:
13-12. Non-interacting tanks in series of Fig. 4-1.1
The model equations developed in Section 4-1.1 are:
d h1 t( )
dt
1
A1
f
i
t( ) f
o
t( ) f
1
t( )( )= h10
2.5m:=
d h2 t( )
dt
1
A2
f1 t( ) f2 t( )( )= h20 2.5m:=
f1 t( ) Cv1 h1 t( )= f2 t( ) Cv2 h2 t( )=
Design conditions: fi 5m
3
min:= fo 2
m3
min:=
Problem parameters: A1 9m2
:= A2 9m2
:=
At initial steady state: f1 fi fo:=
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The responses to a 0.2 m3/min step increase in inlet flow are:
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The responses of the level and
flow for the first tank are first-order
with a time constant of 15 min.
The gains are 1.0 for the flows and
the steady-state changes in level
are about 0.35 m, as predicted bythe linear model:
K1 0.2m
3
min0.333 m=
The responses for the second
tank are second order with the
same steady-state change in
level, meaning that the gain K2 is
unity as predicted by the linear
model.
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
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13-13. Interacting tanks of Fig. 4-2.1
The model equations developed in Section 4-2.1 are the same as for problem 13-12, except for the
flow betwen the tanks:
f1 t( ) Cv1 h1 t( ) h2 t( )=
Design conditions are the same except for the initial condition in tank 1: h10 5m:=
At the initial steady state: Cv1
f1
h10 h20:= Cv1 1.897
m2.5
min=
It can be shown that the gain of the inlet flow on the level in the second tank is the same as K1 in
Problem 13-12.
K1
1.667min
m2
=
The following is the Simulink diagram for the interacting tanks is series:
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The responses to a 0.2 m3/min step increase in inlet flow are:
The change in the level in the
second tank is the same as in
Problem 13-12. Students maywant to study the effect of
reducing the resistance
between the two tanks by
changing the initial condition on
h1 and recalculating Cv1. For
example, for h10 = 2.6 m,
Cv1
f1
2.6m h20:=
Cv1 9.487
m2.5
min=
The response of the second
tank becomes first-order and
the two tanks behave as a
single tank.
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The Simulink diagram for this problem is:
2 5 min=1 5 min=K2 0=2
V2
fA fB+:=1
V1
fA
:=K2
fB
fA fB+:=
K1 1=K1fA
fA fB+:=This problem is linear with a gains and time constants:
T4 500 K=T2 500 K=T4
fA T2 fB T3+
fA fB+:=T2 T1:=At initial steady state:
T3 500K:=T1 500K:=fB 0m
3
min:=V2 5m
3:=V1 5m
3:=fA 1
m3
min:=
Design conditions:
d T4 t( )
dt
1
V2
fA T2 t( ) fB T3 t( )+ fA fB+( ) T4 t( )=
d T2
t( )
dt
fA
V1
T1 t( ) T2 t( )( )=
The model equations developed in Section 4-1.2 are:
13-14. Non-interacting thermal tanks in series of Fig. 4-1.5
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only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.
The resposes to a 10 K step increase in inlet temperature are:
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The response for the first tank is
first-order with a unity gain and a
time constant of 5 min, matching
the theoretical model. The
response for the second tank is
second-order also with unity ainfor these conditions.
Students may study the effect of
changing flows fA and fB and
temperature T3 on these
responses.
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13-15. Interacting thermal tanks of Fig. 4-2.4
The model equations developed in Section 4-2.2, ignoring fB, are:
d T1 t( )dt
1
V1
fA T1 t( ) fRT4 t( )+ fA fR+( ) T2 t( )=
d T4 t( )
dt
1
V2
fA fR+( ) T1 t( ) T4 t( )( )=
The design conditions and problem parameters are the same as in Problem 13-14, plus the recycle
flow:
fR 1m
3
min:= (The results for fR = 0 are identical to those of Prob. 13-14)
Note: In the model of Section 4-2.2, the recycle flow is assumed to be 0.2*(fA + fB).
The Simulink diagram for this problem is:
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The temperature responses for a 10 K step increase in inlet temperature are:
The students should study the effect
of the recycle flow on the responses.
As the recycle flow is increased, the
temperatures in the two tanks
approach each other and the two
tanks behave as one perfectly mixed
tank with the combined volume of the
two tanks. They should notice that
increasing the recycle flow does not
appreciably change the time to
steady state, or the gain.
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The Simulink diagram for the reactors is:
cA20 0.767lbmol
ft3
=cA20
f1 cA10
f1 k2 V2+:=
cA10 1.726lbmol
ft3
=cA10
fo cAo
f1 k1 V1+ fR
f1
f1 k2 V2+
:=
cA20
f1 cA10
f1 k2 V2+=
f1 20ft
3
min=f1 fo fR+:=At the initial steady state:
fR 10ft
3
min:=For the base case let:
V2 125ft3
:=V1 125ft3
:=fo 10ft
3
min:=
k2 0.2min1
:=k1 0.2min1
:=cAo 7lbmole
ft3
:=Design conditions from Problem 6-15:
cA2 0( ) cA20=d cA2 t( )
dt
f1
V2
cA1 t( ) cA2 t( )( ) k2 cA2 t( )=
cA1 0( ) cA10=d c
A1t( )
dt1
V1
fo cAo t( ) fRcA2 t( )+ f1 cA1 t( )( ) k1 cA1 t( )=
The model equatios are developed in the solution to Problem 4-9:
13-16. Reactors with recycle of Problems 4-9 and 6-15
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The responses to a 0.5 lbmole/ft3 step increase in inlet concentration with a recycle flow of 10
ft3/min are:
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Students shall study the effect of
changing the recycle flow as indicated
in the statement of the problem.
Notice that the initial steady state
conditions vary with the recycle flow.
Excerpts from this work may be reproduced by instructors for distribution on a not-for-profit basis for testing or instructional purposesonly to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.
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The Simulnk block diagram for the extractor is:
f2 14088.6m
3
min=
f2
Ka V c10 me c20( )2 c20
:=
c20 1.2776 104
kmole
m3
=c20
2
f1
ci c10
( )
Ka V
c10+
Ka me V:=
c10 0.04kmole
m3
=c10 1 Rec( ) ci:=At the initial steady state:
V 25m3
:=Ka 3.646min1
:=me 3.95:=Problem parameters:
Rec 90%:=ci 0.4kmole
m3
:=f1 5m
3
min:=Design conditions:
c2 0( ) c20=d c2 t( )
dtKa c1 t( ) me c2 t( )( )
2 f2 t( )
Vc2 t( )=
c
1
0( ) c
10
=
d c1 t( )
dt
2 f1 t( )
V
c
i
t( ) c
1
t( )( ) Ka
c
1
t( ) m
e
c
2
t( )( )=
The model equations developed in the solution to Problem 4-6 are:
13-17. Extraction process of Problem 4-6
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The responses to a 1000 m3/min step increase in solvent flow are:
Obviously the problem parameters
are unreasonable. The large solvent
flow makes for an almost
instantaneous response of theextract composition. The effect on
the raffinate composition is
negligible, as the extract
composition is essentially zero
under the design conditions.
Ask students to try more
reasonable parameter values:
me 0.95:= Ka 209min1
:=
Excerpts from this work may be reproduced by instructors for distribution on a not-for-profit basis for testing or instructional purposes
only to students enrolled in courses for which the textbook has been adopted. Any other reproduction or translation of this workbeyond that permitted by Sections 107 or 108 of the 1976 United States Copyright Act without the permission of the copyright owner
is unlawful.