On-line Turbidity Measurement Statistical Analysis ME 430 Senior Lab Team, Spring 2006 Instructor:...
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Transcript of On-line Turbidity Measurement Statistical Analysis ME 430 Senior Lab Team, Spring 2006 Instructor:...
On-line Turbidity MeasurementStatistical Analysis
ME 430 Senior Lab Team, Spring 2006Instructor: Dan Cordon
Team Members: Andrew Vogt, Brad Watson, Cristy Izatt, and Charlie Mencke
Overview
• Project Objective
• Project Background/Motivation
• Mechanical Components – Design– Analysis Theory
• Experimentation
• Conclusions
• Recommendations
Project Objective
• Understand basic system behavior• Calibrate optical components using
regression analysis– Determine Relationship between Voltage &
Turbidity
Project Background/Motivation
Desired Blue water Filtration System
FeCl3Precipitating Component
Influent Water BluePROTM Filter
Effluent Water
ImprovedTurbidityMeasurement
ImprovedTurbidityMeasurement
On-Line Control System
Current Blue Water Filtration System
TurbidityMeasurement
TurbidityMeasurement
Mechanical Component DesignFlow Design
Desired Outcomes: • Easy installation and removal• Aid in accurate optic operation
Easy installation and removalAid in accurate optic operation
Influent
Effluent
Quick adaptation to
influent/effluent lines
Simple pipe/hose connections
Valve (not shown) for calibration, maintenance, and Flow Chamber mount
Low maintenance and predictable flow
Mechanical Component DesignOptical Design
Manufacture & install parts for statistical analysis
Optical Analysis TheoryImportant Concepts:• Optical Theory• Statistical Analysis
Linear Position
Angular Position
Experimental Diagram
Fluid Sample
Turbidity Measurement
Silicon- PhotodiodeLight Receiver
Multimeter Voltage Measurement
+
Turbidity Control
Independent
X
Dependent
Y
Regression
0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)
Vol
ts
Turbidity(Diluted) versus Volts
-20 0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)V
olts
Turbidity(Diluted) versus Volts
0.1 0.2 0.3 0.4 0.5-20
0
20
40
60
Volts
Tur
bidi
ty
Volts v Turbidity(Diluted)
0 20 40 600
20
40
60
80
100
Turbidity (NTU)
Con
trib
utio
n (%
)
Vmeter
Bias
Sensitivity
0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)
Vol
ts
Turbidity(Diluted) versus Volts
-20 0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)
Vol
ts
Turbidity(Diluted) versus Volts
0.1 0.2 0.3 0.4 0.5-20
0
20
40
60
Volts
Tur
bidi
ty
Volts v Turbidity(Diluted)
0 20 40 600
20
40
60
80
100
Turbidity (NTU)
Con
trib
utio
n (%
)
Vmeter
Bias
Sensitivity
ny
y
y
y...2
1
nx
x
x
X...
1
...
1
1
2
1
Root Sum Square
1
0
y
X
εy=Error in Multimeter
-20 0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)
Volts
Turbidity(Diluted) versus Volts
0.1 0.2 0.3 0.4 0.5-10
0
10
20
30
40
50
VoltsT
urb
idity
Volts v Turbidity(Diluted)
0 10 20 30 40 500
20
40
60
80
100
Turbidity (NTU)
Contr
ibution (
%)
Vmeter
BiasSensitivity
-20 0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)
Volts
Turbidity(Diluted) versus Volts
0.1 0.2 0.3 0.4 0.5-10
0
10
20
30
40
50
Volts
Turb
idity
Volts v Turbidity(Diluted)
0 10 20 30 40 500
20
40
60
80
100
Turbidity (NTU)
Contr
ibution (
%)
Vmeter
BiasSensitivity
Results
Optic Angle = 23°
Height=1in
Optic Angle = 39°
Height=1.25
Optic Angle=39º
Height=1in
-20 0 20 40
0.7
0.8
0.9
1
Turbidity(NTU)V
olts
Turbidity(Diluted) versus Volts
0.7 0.8 0.9 1-20
0
20
40
60
Volts
Turb
idity
Volts v Turbidity(Diluted)
0 10 20 30 400
20
40
60
80
Turbidity (NTU)
Con
tribu
tion
(%)
Contribution v. Turbidity
Vmeter
Bias
Sensitivity
-20 0 20 40 60
0.35
0.4
0.45
0.5
0.55
0.6
0.65
Turbidity(NTU)
Vol
ts
Turbidity(Diluted) versus Volts
0.4 0.5 0.6 0.7-10
0
10
20
30
40
50
Volts
Tur
bidi
ty
Volts v Turbidity(Diluted)
0 10 20 30 40 500
10
20
30
40
50
60
Turbidity (NTU)
Con
trib
utio
n (%
)
Contribution v. Turbidity
Vmeter
Bias
Sensitivity
-20 0 20 40 60
0.35
0.4
0.45
0.5
0.55
0.6
0.65
Turbidity(NTU)
Volts
Turbidity(Diluted) versus Volts
0.4 0.5 0.6 0.7-10
0
10
20
30
40
50
Volts
Turb
idity
Volts v Turbidity(Diluted)
0 10 20 30 40 500
10
20
30
40
50
60
Turbidity (NTU)
Cont
ribut
ion
(%)
Contribution v. Turbidity
Vmeter
Bias
Sensitivity
-20 0 20 40
0.7
0.8
0.9
1
Turbidity(NTU)
Volts
Turbidity(Diluted) versus Volts
0.7 0.8 0.9 1-20
0
20
40
60
Volts
Turb
idity
Volts v Turbidity(Diluted)
0 10 20 30 400
20
40
60
80
Turbidity (NTU)
Cont
ribut
ion
(%)
Contribution v. Turbidity
Vmeter
Bias
Sensitivity
-20 0 20 40 600.1
0.2
0.3
0.4
0.5
Turbidity(NTU)
Vol
ts
Turbidity(Diluted) versus Volts
0.1 0.2 0.3 0.4 0.5-10
0
10
20
30
40
50
Volts
Tur
bidi
ty
Volts v Turbidity(Diluted)
0 10 20 30 40 500
20
40
60
80
100
Turbidity (NTU)
Con
trib
utio
n (%
)
Vmeter
BiasSensitivity
-20 0 20 40 600
0.2
0.4
0.6
0.8
Turbidity(NTU)
Vol
ts
Turbidity(Diluted) versus Volts
0 0.2 0.4 0.6 0.8-10
0
10
20
30
40
50
Volts
Turb
idity
Volts v Turbidity(Diluted)
0 10 20 30 40 500
20
40
60
80
100
Turbidity (NTU)
Con
tribu
tion
(%)
Contribution(%) Vs. Turbidity
Vmeter
Bias
Sensitivity
23°; 1inch 39°; 1inch 39°; 1.25 inch
Conclusion• Linear relationship between turbidity and voltage • Re-calibration is necessary for change in position
and flow rate • Use of calibration equipment is critical for precision• Maximum Error in Turbidity at 39°; 1 inch is +/-1.83
NTU
Recommendations• Use of photo-diode with larger voltage output
• More accurate multimeter and handheld turbidimeter