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Using sensors to monitor sugar levels during fermentation Tadro Abbott Project Engineer, AWRI Commercial Services

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Page 1: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Using sensors to monitor sugar

levels during fermentation

Tadro Abbott

Project Engineer, AWRI Commercial Services

Page 2: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

The Fermentation Process

Page 3: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Fermentation process monitoring

Page 4: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Objectives

Page 5: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Evaluation criteria

• Cost

• Ease of installation

• Connectivity

• Setup/calibration

• Sensitivity to process environment

• Accuracy and repeatability

Page 6: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Screening technology options

Sensor Supplier Measurement principleIndicative cost

(per unit)Difficulty

Liquiphant Vibrating Fork

Endress & Hauser Density $2-3K Moderate

Deltapoint S Endress & Hauser Hydrostatic pressure

$3K combined

High

Micropilot Endress & Hauser Volume (level) High

Fermetrol Psitec Osmotic potential $2K Moderate

MicroLDS ISSYS Mass flow (liquid) $1K Low

VS-3000 Vital Sensors Mid-IR absorbance $3K Moderate

Proline t-mass Endress & Hauser Mass flow (gas) $3K Moderate

Biosensor OptiEnz Enzyme response $1-2K Low

Page 7: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Process sensor 1

Measures density via changes in oscillation frequency

Density converted into Baume reading

Density Computer accommodates up to 4 sensor inputs

Liquiphant vibrating fork

Wine Juice

Page 8: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Process sensor 2

Measures osmotic potential in grape juice

Expansive pressure in semi-permeable polymer converted into electrical signal

Initial Baume required to convert signal into ‘inferred’ Baume reading

Fermetrol probe

Page 9: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Process sensor 3

Micro-coriolis flowmeter

Measures flowrate, temperature, density and viscosity

Density readings converted into Baume

Flow through sensor – connected to sample tap

Micro-LDS sensor

Page 10: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Fermetrol probe

Vibrating fork

Temp probe

Micro-LDS + tablet

Density Computer

Data logger

• 6.5 kL white fermenter

• Vibrating fork & Fermetrol probe mounted through

modified door panel

• Micro-LDS fed from sample tap

• Fork data converted in Density Computer & locally

logged

• Fermetrol data stored locally

• Micro-LDS measurements taken every 2hrs via solenoid

valve & filter

• Samples taken daily by lab for reference analysis

Petaluma Trial 2015

Page 11: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Mono pump

Filter

Fermetrol probe

Vibrating fork

Temp probe

VS-3000 sensor

VS-300 Sensor Management

Station

Mu

st

retu

rn

Data management station

Micro-LDS sensor

• 200 kL red fermenter

• Sensors mounted in by-pass loop

• 400 µm filter to reduce solids in flow stream

• Restrictor to reduce turbulent flow and bubbles

• Local data management station to process

sensor outputs

• Samples taken daily by lab for reference

analysis

De Bortoli Trial 2015

Page 12: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Vibrating fork data – white ferments

Page 13: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Vibrating fork data – white ferments

Page 14: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Vibrating fork data – white ferments

Page 15: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Vibrating fork – red ferments YALUMBA

0

5

10

15

20

25

30

35

0

2

4

6

8

10

12

14

16

25/03 27/03 29/03 31/03 2/04 4/04 6/04

Te

mp

era

ture

(˚C

)

Ba

um

e

Density Probe Hydrometer Temperature Probe T (ºC)

Data supplied by Yalumba Wines

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Vibrating fork data – red ferments

Image courtesy of Endress/Hauser & Yalumba Wines

Page 17: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Fermetrol data – white ferments

Page 18: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Fermetrol– red ferments ST HALLETT

Data supplied by St. Hallett Wines/Psitec

0

5

10

15

20

25

30

1 2 3 4 5 6 7 8

Tem

pera

ture

/Bau

me

Days

Page 19: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Micro-LDS data – white ferments

Page 20: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Micro-LDS data – white ferments

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Trial summary

• Commercial sensors do provide a viable option

BUT

• Implementation is not simple

• Fermentation is a harsh environment

• Solids pose various problems

Need to be willing to spend the time to get it right

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Cost benefit analysis

Winery size Crush (t)Approx. no.

tanks

Total no.

ferments/vintage

Tank size

(average kL)Av. kL processed

Small <500 10 30 7.5 225

Medium 500-2,500 25 75 15 1,125

Large 2,500-50,000 50 150 50 7,500

Huge >50,000 100 300 250 75,000

Winery size Crush (t)Total initial

investment ($)

Operating

expenses ($ p.a.)

initial year

Operational

savings ($ p.a.)

initial year

Payback period

(years)

Small <500 22,500 272 15,367 2.79

Medium 500-2,500 56,250 672 36,542 2.36

Large 2,500-50,000 112,500 1,338 118,084 1.66

Huge >50,000 225,000 2,665 461,168 0.76

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Payback Period

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

Small Medium Large Huge

Pay

-bac

k (y

rs)

Winery size

0%

10%

20%

30%

40%

50%

Breakdown of savings

Page 24: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

The future?

Page 25: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Ferment Simulator 2017

Page 26: Using in-line sensors to monitor sugar levels during ...SA... · Density Probe Hydrometer Temperature Probe T (ºC) Data supplied by Yalumba Wines. Vibrating fork data –red ferments

Acknowledgements