OPTIMAL PERIODIC OPERATION OF REVERSE OSMOSIS DESALINATION UNITS A. Ajbar, K. AlHumaizi, E. Ali...
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Transcript of OPTIMAL PERIODIC OPERATION OF REVERSE OSMOSIS DESALINATION UNITS A. Ajbar, K. AlHumaizi, E. Ali...
![Page 1: OPTIMAL PERIODIC OPERATION OF REVERSE OSMOSIS DESALINATION UNITS A. Ajbar, K. AlHumaizi, E. Ali Chemical Engineering Dept. King Saud University Saudi Arabia.](https://reader036.fdocuments.net/reader036/viewer/2022082505/56649efb5503460f94c0e89c/html5/thumbnails/1.jpg)
OPTIMAL PERIODIC OPERATION OF REVERSE OSMOSIS DESALINATION UNITS
A. Ajbar, K. AlHumaizi, E. AliChemical Engineering Dept.
King Saud UniversitySaudi Arabia
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Introduction
Osmosis/Reverse is widely used as selective separation technique in:
Chemical processes Biological processes Water desalination
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RO in Desalination Driven by pressure, RO is a very fine
filtration process using a membrane to filter the salt out from the solution
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Membrane RO Performance
Performance is affected by:
Osmotic pressure
Membrane characteristics; permeability and sieving
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Problems
Fouling causes irreversible decrease in flux
Caused by accumulating particles on the surface which plugs the pores
fouling is eliminated by shutting the process down and cleaning the membrane
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Problems
Concentration polarization results in reversible decline in water flux
Caused by accumulation of rejected salts on the membrane wall, increasing the solute concentration
Can be eliminated by:(i) changes in the characteristics of the
membrane(ii) modification of flow rates and flow regime
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Motivation
Periodic input forcing improves the mixing of the solution on the feed side and, hence, reduces the build-up of solute ions near the membrane wall
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Forcing Input
Pulse widthInput
Pulse PeriodTime
Pul
se A
mpl
itud
e
Mean value
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Effect of pulse width to periodfor feed pressure (Open loop)
1.45
1.5
1.55
1.6
1.65
1.7
1.75
1.8
1.85
1.01
1.012
1.014
1.016
1.018
1.02
1.022
1.024
0 0.2 0.4 0.6 0.8 1
Cw/Cb
q/qss
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Effect of Pulse width for both Feed flow and Feed Pressure (Open loop)
1.3
1.35
1.4
1.45
q ave/q
ss
Pulse Width (samples)
0 50 100 150 200 250 3000.8
0.85
0.9
0.95
1
Cp av
e/Cp ss
qave
/qss
Cpave
/Cpss
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Feedback Control
Automatically maintain periodic operation
Optimize the cycle parameters, i.e. period, amplitude
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Feedback Control
Nonlinear Model Predictive Control:
2
1
M
1=i
2P
1=i1
)())()((min)(),....,(
ikikikMktuktu
tutRty
y: process output; i.e. q, Cp
u: manipulated variable; i.e. uf, Pf
btUA kT )(Subject to:
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Input Parameterization
)sin()( 1 mfkf APtPss
)sin()( 2 mfkf Autuss
Setting inputs in periodic fashion:
p
tkπ2
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Validated Process Model
iwjipibpiv RTcRppLJ ,2'
,,, )()(
i,wi,v'
j1i,b1ii,bi1i,b c
d
J4)R1(
x
cu
x
cu
dt
dc
21,
72,,
7,
1
,
,272,
7,
11,
105.0105.04
102105.0
iibivipibi
iv
ibiFiibib
i
iib
uJpud
Jx
duxfup
u
up
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Closed-loop simulationTs = 1 s, (q/qss)sp = 1.25, (Cp/Cpss)sp = 0.95
0 100 2000
0.5
1
q (
cm3 /s
)
Time (sec)0 100 200
0
200
400
Cp
a (g/
l)
Time (sec)
0 100 2000
50
100
Pf (
bar)
Time (sec)0 100 200
0
50
100
u f (cm
/s)
Time (sec)
0 100 2000.8
1
1.2
1.4
q/q
ss
Time (sec)0 100 200
0.5
1
1.5
Cp
a/Cp
a ss
Time (sec)
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Closed-loop simulation Ts = 10 s, (q/qss)sp = 1.25; (Cp/Cpss)sp = 0.9
0 200 4000
0.5
1
q (
cm3 /s
)
Time (sec)0 200 400
0
100
200
Cp
a (g/
l)
Time (sec)
0 200 4000
50
100
Pf (
bar)
Time (sec)0 200 400
36
38
40
u f (cm
/s)
Time (sec)
0 200 4000.5
1
1.5
q/q
ss
Time (sec)0 200 400
0.5
1
1.5
Cp
a/Cp
a ss
Time (sec)
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Conclusions
The symmetric cyclic variation of the feed pressure and/or flow showed potential for
an improved performance.
NLMPC generated periodic input functions that managed to enhance the time-averaged value of the permeate production and salt concentration.
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Thank You