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Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well...

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www.adas.co.uk Wheat for distilling and bioethanol: Developments in 2007 Richard Weightman, ADAS Boxworth WIGN Stakeholder meeting 29/11/0
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Page 1: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

www.adas.co.uk

Wheat for distilling and bioethanol:

Developments in 2007

Richard Weightman, ADAS BoxworthWIGN Stakeholder meeting 29/11/07

Page 2: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Agenda

Development in the biofuels marketProgress understanding variety effectsAlcohol productivity and N effectsSummary of projects completed in 2007New bioethanol projects

Page 3: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Planned UK bioethanol plants

Requirements for wheat

British Sugar

Existing: Scottish Distillers, 700 kt

Ensus: 1000 kt

GSF (2): 700 ktRoquette: 300 ktBioethanol Ltd: 325 kt

Losonoco: 360 kt

Vireol: 500 kt

GSF (1): 350 kt

BP/ABF: 1000 kt

Page 4: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Planned UK bioethanol plants

Company Req for wheat (kt) Predicted EtOH prod (kt) ExpectedGSF (1) 350 105 Late 2008GSF (2) 700 210 Late 2009Roquette 300 100 Late 2008Bioethanol Ltd 325 100 2008 ??Vireol 500 150 2008Losonoco 360 110 2008Ensus 1,000 325 Late 2008BP/ABF 1,000 330 Late 2009Total 4,535 1,430

British Sugar - 55 Late 2007

Page 5: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Spain - Abengoa

Plans next year for purchase of 250,000 tonnes of UK wheat under contract

An existing market which justifies understanding the quality of wheat for bioethanol

Page 6: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Will premia be paid for high AY ?

US - Monsanto/FOSSSignificant developments in 2007

UK- CentaurSweden – AgroetanolSpain - Abengoa

Page 7: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Sweden – Agroetanol

Protein: 9-11%Moisture: below 15% at harvest (or 14.5% post

harvest) no correctionSpecific weight: over 750 g/l no correctionStarch: up to 71.0% = base price

From 71.1% added payment of 1.5% per % starch71.1-71.5% starch = +0.75%71.6-72.0% starch = +1.5% etc

Page 8: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

UK Centaur bioethanol contract

Starch premiumBasic starch content 60% (no premium)Premium £0.25 per 0.5% starch (up to max of 70% starch)

… assume these are on an ‘as is’ basis (85%DM)

Page 9: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Previous WIGN meeting 2006

What drives alcohol yield ?Measuring and Predicting alcohol yieldEffects of VarietyEnvironmental influences

Page 10: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Wheat: benchmark analysis

sugar3.0%

starch69.0%

NSP11.0%

protein11.5%

lignin1.0%

oil2.5%

ash2.0%

HGCA review no 61

Page 11: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Varieties and starch vs protein

65.0

67.0

69.0

71.0

73.0

75.0

77.0

79.0

81.0

83.0

85.0

5 6 7 8 9 10 11 12 13 14 15

Protein (Nx5.7 %)

Star

ch M

egaz

yme

(%)

BrigadierCadenzaCaxtonConsortHavenHerewardMerciaReaperRialtoRibandSljepnerSoissonsSpark

Benchmark wheat (11.5% protein, 69% starch)

Source: Moss et al. (1999) HGCA report 182

Page 12: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Varietal effects on alcohol-protein relationship

400410420

430440450460

470480

7 8 9 10 11 12 13 14

Protein %DM

AlchemyClaireConsortDicksonGlasgowHyperionIstabraqKiplingNijinskyRobigusPiranhaZebedeeV i Al h

2005Alcohol yield (l/t)

[Data: SWRI, 2005; analysis DK]

We assume the alcohol yield:protein relationship is the same for all varieties

Page 13: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Variety effects

Why do some varieties consistently outperform in terms of alcohol yield ?

Page 14: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Assessing wheat varieties for alcohol yield

390

400

410

420

430

440

450

460

9 10 11 12 13 14

Grain Protein (%)

Alc

ohol

yie

ld (l

/tonn

e)

Variety 1Variety 2Variety 3variety 4Variety 5Variety 6Variety 7Variety 8Variety 9Variety 10

Objective 2 compare varieties across N rates

Objective 1 compare varieties at same grain N content

Page 15: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Why is Riband a good distilling wheat ?

420

430

440

450

460

470

480

5 7 9 11 13

Grain protein (g/100 g DM)

Alc

ohol

yie

ld (l

/tonn

e D

M)

(b)

Riband

Option

Riband – good, traditional soft distilling variety

Kindred et al. 2007, J. Cer. Sci doi 10.1016/j.jcs.2007.07.010

Page 16: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Why is Riband a good distilling wheat ?

66

68

70

72

74

76

78

5 6 7 8 9 10 11 12 13

Grain protein (g/100 g DM)

Star

ch (g

/100

g D

M)

(c)Riband

Option

Riband – 3% higher starch content at a given level of protein

Kindred et al. 2007, J. Cer. Sci doi 10.1016/j.jcs.2007.07.010

Page 17: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Summary of variety effectsOption Riband sig

Alcohol yield (L/t) 445 454 (***)Starch (g/100g) 69.9 73.0 (***)Total protein (g/100g) 9.93 9.63 (*)

TGW (g) 44.8 50.0 (***)Grain width (mm) 3.9 4.2 (***)Grain l:w ratio 1.72 1.62 (***)

Vitreous grains (%) 16.3 12.2 (ns)

Alcohol/starch (L/10kg) 6.37 6.23 (*)Gliadin (%) 42.5 40.9 (*)

Page 18: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Conclusions: Riband

High alcohol yield in Riband associated with:More starch at a given level of proteinLarge well filled grainsSmall grain l:w ratio

No interactions between variety and N for any trait

but…

Glasgow (good distilling wheat) does not have large grains

Page 19: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Variety effects

More work required to understand variety effects……

Page 20: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Sustainable biofuel production

Alcohol yield per tonne, or per hectare ?

Page 21: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Alcohol yield/ha driven by grain yield

5

6

7

8

9

10

11

0 50 100 150 200 250

N Rate (kg/ha)

Gra

in y

ield

(t/h

a)

(a)

2000

2300

2600

2900

3200

3500

3800

0 50 100 150 200 250

N Rate (kg/ha)

Alc

ohol

yie

ld (l

/ha)

(b)

Kindred et al. 2007, J. Cer. Sci doi 10.1016/j.jcs.2007.07.010

Riband

Option

Page 22: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Sustainable biofuel productionFertiliser very important for GHG emissions (manufacture & in-field GHG emissions)

Optimum N rates to maximise GHG savings substantially lower than to optimise yield

Increasing productivity (e.g. by breeding) will be very important in reducing GHG intensities per t of grain, and getting maximum production off limited land area

Displacement of agricultural activity onto virgin lands (e.g. forest or grassland) gives enormous CO2 releases

Page 23: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Recently completed ADAS projects on biofuels

HGCA project report No. 417 Optimising nitrogen applications for wheat grown for the biofuels market

HGCA review No. 61 Wheat as a feedstock for alcohol production

HGCA review No. 66 Opportunities and implications of using the co-products from biofuel

production as feeds for livestock

Levy funded

Page 24: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Ongoing: GREEN grain ProjectGenetic Reduction of Energy use and Emissions of Nitrogen through cereal production

y = -5.3979x + 504.03R2 = 0.8898

400410420430440450460470480490

5 6 7 8 9 10 11 12 13 14Protein % (by NIR)

Alc

ohol

yie

ld (b

y N

IR)

Page 25: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Ongoing: Grain size and shape

PhD studentship, University of Manchester‘Understanding and predicting the determination of alcohol yield from wheat’

Mabille & Abecassis model (2003) volume & surface area… can such models be adapted to predict alcohol yield

Page 26: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

New ADAS projects on bioethanol

RD-2005-3176 Maximising the yield of high value components from wheat by fractionation

RD-2006-3314 Maximising bioethanol yield of UK wheat: Effect of non starch polysaccharides in grain

RD-2007-3348 Triticale – opportunities as a low input cereal for bioethanol production

Page 27: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

ConclusionsUK wheat shows potential for high alcohol yields (ca. 480 L/tonne) – competitive with US maize

NIR calibration for alcohol yield well advanced

Agronomy key to maximising benefits of biofuels by min. GHG emissions

Breeding for yield important for max alcohol production per hectare (and min GHG/t of grain)

Breeding for starch content key to producing high quality feed stock

Page 28: Wheat for distilling and bioethanol: Developments in …...NIR calibration for alcohol yield well advanced Agronomy key to maximising benefits of biofuels by min. GHG emissions Breeding

Thank you

[email protected]

Green Grain analytical group, 2007


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