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Development of an Intrusive Array Probe Sensor for Monitoring Particle Size, Velocity and Concentration in a Coal/Biomass Multi-phase Flow By James Coombes Under supervision of: Professor Yong Yan Of
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Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

May 12, 2019

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Page 1: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Development of an Intrusive Array Probe Sensor for Monitoring Particle Size, Velocity and Concentration in a

Coal/Biomass Multi-phase Flow By

James Coombes Under supervision of:

Professor Yong Yan Of

Page 2: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Contents • Introduction to the array probe sensor concept

• Motivation of research

• State of current research

• Operating principal of electrostatic sensors

• Current design of the array probe sensor

• Testing and results

Testing facilities at the University of Kent

Experimental results

• Conclusion

• Future plans

Page 3: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Motivation of Research • Being able to online monitor the pulverized fuel in real time for the

whole cross section of the pipe before it enters the furnace would allow more effective control systems to be developed to improve efficiency of the burning process consequently reducing emissions and fuel consumption

• The ability to practically measure the complex parameters inside a multiphase flow for validation of CFD (Computational Fluid Dynamic) models

Page 4: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

State of Current Research

Particle Velocity

Particle Concentration

Particle Size Distribution

Electrostatic ● ● ●

Capacitive ● ●

Digital Imaging ● ● ●

Piezoelectric ● ●

Radiometric ● ●

Ultrasonic ●

Page 5: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Array Probe Sensor Concept

Page 6: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Array Probe Sensing Area

Advantages: • Sensing area covers cross section of pipe • Simple to install on existing systems • Able to measure particle velocity,

concentration and particle size

Disadvantages: • Intrusive

Page 7: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Particle Velocity Using Electrostatic Sensors

Yan et al. (1995) Meas. Sci. Tech.

𝑉𝑒𝑙𝑜𝑐𝑖𝑡𝑦 =𝐷𝑖𝑠𝑡𝑎𝑛𝑐𝑒

𝑇𝑖𝑚𝑒

Page 8: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Current Sensor Design Electrostatic Sensor Array

Mounting Spool • 2” Pipe Bore compatible

with both test rigs in the University of Kent

• Either vertical or horizontal orientation for sensor

Page 9: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Electrostatic Sensor Array

Current Sensor Design

Mounting Spool • 2” Pipe Bore compatible

with both test rigs in the University of Kent

• Either vertical or horizontal orientation for sensor

Page 10: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Electrostatic Sensor Array

Current Sensor Design

Array Electrodes • 5 pairs of electrodes set

10mm apart to improve correlation coefficient

• Electrodes are formed on PCB (0.8mm) simplifying manufacture

Page 11: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Current Sensor Design

Array Sensor Housing • Earthed housing to reduce

noise in pre-amp • Small cross sectional area

only 2.5mm thick • 45 degree knife edge on the

leading edge to deflect impacting particles away from sensing electrodes

• Eventually will be ceramic coated to improve durability

Electrostatic Sensor Array

Page 12: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Current Sensor Design Block diagram of Electrostatic Sensor

Array Measurement System

Page 13: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Testing Positive Pressure Pneumatic Bulk Solid Conveyor

Test Rig

Currently being modified for use with pulverised coal

Page 14: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Adjustable Vacuum plant to convey pulverised material around the system.

Adjustable vibration feeder for input of powdered material.

Removable horizontal pipe spool for mounting sensors

Removable Vertical pipe spool for mounting sensors

Testing Negative Pressure Bulk Solid Conveyor Test Rig

Particle flow

Page 15: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Material Under Test

(Pulverised coal will be tested in the future)

Pulverised Biomass Pellets

0

5

10

15

20

25

30

Equ

ival

ent

Vo

lum

e (%

)

Particle Size (um)

Particle Size Distribution

Biomass Pellets (Spruce/Pine)

Page 16: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Typical Electrode Output

-1.5

-1

-0.5

0

0.5

1

1.5

0 1 2 3 4 5 6 7

Ou

tpu

t Si

gnal

(V

)

Time (ms)

Electrode Output Signals

Upstream

Downstream

-0.8

-0.6

-0.4

-0.2

0

0.2

0.4

0.6

0.8

1

0 1 1 2 2 3 3

Co

rrel

atio

n F

un

ctio

n

Time (ms)

Cross Correlation

Page 17: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Results - Horizontal Pipe

0

5

10

15

20

25

30

35

40

45

50

10 15 20 25

Pip

e C

ross

Sec

tio

n (

mm

)

Velocity (m/sec)

Velocity Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 2 4 6 8 10

Pip

e C

ross

Sec

tio

n (

mm

)

RMS Charge Level (%)

RMS Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

Page 18: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

0

5

10

15

20

25

30

35

40

45

50

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

Pip

e C

ross

Sec

tio

n (

mm

)

Correlation Coefficient

Correlation Coefficient Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 20 40 60 80 100

Pip

e C

ross

Sec

tio

n (

mm

)

Standard Deviation of Correlation Coefficient (%)

Standard Deviation Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

Results - Horizontal Pipe

Page 19: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Results - Horizontal Pipe

0

5

10

15

20

25

30

35

40

45

50

10 15 20 25

Pip

e C

ross

Sec

tio

n (

mm

)

Velocity (m/sec)

Velocity Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 5 10 15 20

Pip

e C

ross

Sec

tio

n (

mm

)

RMS Charge Level (%)

RMS Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

Page 20: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Results - Horizontal Pipe

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

0

5

10

15

20

25

30

35

40

45

50

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

Pip

e C

ross

Sec

tio

n (

mm

)

Correlation Coefficient

Correlation Coefficient Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 20 40 60 80 100

Pip

e C

ross

Sec

tio

n (

mm

)

Standard Deviation of Correlation Coefficient (%)

Standard Deviation Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

Page 21: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Results - Vertical Pipe

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

0

5

10

15

20

25

30

35

40

45

50

10 15 20 25

Pip

e C

ross

Sec

tio

n (

mm

)

Velocity (m/sec)

Velocity Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 5 10 15 20 25

Pip

e C

ross

Sec

tio

n (

mm

)

RMS Charge Level (%)

RMS Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

Page 22: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

Results - Horizontal Pipe

0

5

10

15

20

25

30

35

40

45

50

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

Pip

e C

ross

Sec

tio

n (

mm

)

Correlation Coefficient

Correlation Coefficient Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

0.00

5.00

10.00

15.00

20.00

25.00

30.00

35.00

40.00

45.00

50.00

0 20 40 60 80 100

Pip

e C

ross

Sec

tio

n (

mm

)

Standard Deviation of Correlation Coefficient (%)

Standard Deviation Profile 0°

50% Power

55% Power

60% Power

65% Power

70% Power

Page 23: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Results - Vertical Pipe

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

0

5

10

15

20

25

30

35

40

45

50

10 15 20 25

Pip

e C

ross

Sec

tio

n (

mm

)

Velocity (m/sec)

Velocity Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 5 10 15 20 25

Pip

e C

ross

Sce

tio

n (

mm

)

RMS Charge Level (%)

RMS Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

Page 24: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Results - Horizontal Pipe

Material Under Test Pulverised biomass fuel

pellets (Spruce/Pine)

0

5

10

15

20

25

30

35

40

45

50

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1

Pip

e C

ross

Sec

tio

n (

mm

)

Correlation Coefficient

Correlation Coefficient Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

0

5

10

15

20

25

30

35

40

45

50

0 20 40 60 80 100

Pip

e C

ross

Sec

tio

n (

mm

)

Standard Deviation of Correlation Coefficient (%)

Standard Deviation Profile 90°

50% Power

55% Power

60% Power

65% Power

70% Power

Page 25: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Conclusion • Experimental data collected from tests carried out on the horizontal

pipe clearly show that the electrostatic cross sectional array sensor is capable of measuring the velocity profile and particle concentration profile on a developed air/solid flow.

• Data collected on the vertical pipe does not show a developed velocity profile due to the proximity of the sensor to the pipe bend. However the particle concentration profile shows that the particle concentration is highest along the pipe wall due to the centrifugal forces of the particles traveling in the pipe bend.

• Correlation coefficient values stay constant for the cross section of the pipe on both horizontal and vertical with exception to 0° horizontal where the quality of the coefficient improves in the centre of the pipe and more turbulence closer to the pipe wall caused by gravity.

Page 26: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Future Plans • Incorporate piezoelectric impact sensors onto the sensor array

and investigate coating the sensor in a ceramic material to improve durability

• Conduct experiments using coal and coal/biomass mixtures.

• Construct an array sensor for a larger pipe diameter for testing on an industrial system (coal fired power station)

Page 27: Development of an Intrusive Array Probe Sensor for ... 4A to 7A/4A2 Coombes James.pdf · Probe Sensor for Monitoring Particle Size, Velocity and ... feeder for input of ... Array

Thank you for your time.

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