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Environmental impacts of RTB 
processing and life cycle assessment 
Thierry Tran 
RTB annual meeting, Entebbe, Uganda 
30 / 09 / 2014 
thierry.tran@cirad.fr
Framework 
Complementary funding RTB Post-harvest 2013-2015 
Twin post-doc IITA + CIRAD 
Interactions between: 
• CIAT 
• IITA 
• CIRAD 
• NRI 
• Univalle (Colombia) 
• Kasetsart University, KMUTT (Thailand)
RTBs are processed at large and small 
scales 
A. de la Giraudière 
Thailand 200t 
starch/day 
Nigeria 2t 
HQCF/day 
Tanzania 2t 
HQCF /day 
Nigeria 0.3t 
gari/day 
Colombia 2-3t 
starch/day 
Vietnam 3-11t 
starch/day
Demand to improve processing (1) 
9% 
Peak 1FD + Nobex HE 
Palm Kernel Shells 2013 
10% 
7% 
Roots: 63% of costs 
279 USD/t starch 
Energy: 20% 
89 USD/t starch 
Total costs: 
443 USD/t HQCF 
Peak 1FD Black oil 2013 
39% 
7% 
44% 
6% 4% 
Raw material 
Power 
Energy (drying) 
Labour 
Packaging 
11% 63% 
Raw material 
Power 
Energy (drying) 
Labour 
Packaging 
Roots: 39% of costs 
282 USD/t starch 
Energy: 51% 
368 USD/t starch 
Total costs: 
722 USD/t HQCF 
Market 
price: 
650 
USD/t 
HQCF 
Nigeria 
NRI
Demand to improve processing (2) 
Centrifuge 
456 kg/hour 
Electricity: 36 kWh/t starch / 70 
Water: 22 m3/t starch / 35 
Colladora 
135 kg/hour 
Electricity: 20 kWh/t starch / 55 
Water: 34 m3/t starch / 48 
Colombia 
CIAT, Univalle, CIRAD
Demand to improve processing (3) 
Flash dryer – Targets: 
2-4 t/day 
Energy: < 2500 MJ/t starch 
Surface: < 20 m2 
Sun drying 
2 t/day 
Energy: 0 MJ 
Surface: 300-400 m2 
Colombia 
CIAT, Univalle, CIRAD
How to improve: 2 steps 
Benchmark 
• Production costs 
• Energy, water costs 
• Environmental impacts (LCA, Carbon footprint) 
Re-engineer 
• Model the technical and economic 
performance of current technologies 
• Optimization tools
Benchmark: Roots are the main cost 
of production 
Thailand Vietnam Cauca 
81.24% 
1.41% 
7.48% 
3.34% 
4.13% 
0.45% 
1.95% 
Factory A 
CIRAD 
92.5% 
1.5% 
1.2% 
4.8% 
PA1 
73% 
3% 
15% 
6% 
7% 
6% 
8% Roots 
Electricity 
Natural gas 
Labour 
Other costs 
9% 
10% 
7% 
11% 63% 
Raw 
material 
Power 
66% 
1% 
15% Roots 
Electricity 
Labour 
Consumabes, 
packaging, etc. 
Office & 
Marketing 
Nigeria 
CIRAD, CIAT, Univalle, NRI
126 127 
100 
71 
367 372 
294 
247 
114 
107 
82 
126 
106 70 
51 
32 
1000 
800 
600 
400 
200 
0 
F1 F2 F3 F4 
CO2eq (kg/t starch 13% mc) 
Wastewater treatment 
Biogas production 
Electricity - biogas 
Electricity - grid 
Fuel oil 
Other factory inputs 
Transportation 
N2O emissions 
Organic fertilizer 
Mineral fertilizers 
Other agricultural inputs 
966 
715 
609 
Units: kg 
CO2eq/t 
starch 
Benchmark: Grid electricity and methane 
emissions emit most CO2 at factory 
910 
Thailand 
- Biogas 
CIRAD
126 127 100 
71 
367 372 
294 
247 
110 
219 
74 
121 
267 
107 
124 
154 
389 
569 
438 
346 
1600 
1400 
1200 
1000 
800 
600 
400 
200 
0 
F1 F2 F3 F4 
CO2eq (kg/t starch 13% mc) 
Wastewater treatment 
Biogas production 
Electricity - biogas 
Electricity - grid 
Fuel oil 
Other factory inputs 
Transportation 
N2O emissions 
Organic fertilizer 
Mineral fertilizers 
Other agricultural inputs 
1574 
1183 
1040 
Units: kg 
CO2eq/t 
starch 
Renewables still better than fossil fuels 
1410 Thailand - 
Fuel oil 
CIRAD
Conclusions from benchmark 
Energy is the second 
highest cost of production 
Rasping and Drying 
use most energy 
 Focus on Rasping and Drying 
is relevant for HQCF, gari, fufu, 
starch, etc.
Diversity of raspers - Colombia / Africa
Diversity of raspers - Vietnam
Diversity of raspers - Thailand / Brazil
Particle size matters 
Influence on 
consumer 
acceptance
Smaller particles release more starch 
70 
60 
50 
40 
30 
20 
10 
0 
100 150 200 250 300 350 400 450 
Starch yield increases below 300 μm 
% b.s. 
Diamètre moyen des particules (μm) 
Teneur en amidon 
(DSC) 
teneur en fibres 
modèle amidon 
modèle fibres
Diversity of flash dryers 
Capacity Energy use Energy type 
t/day MJ/t 
Thailand 200 1500 - 2000 Biogas 
Vietnam 2 5000 Coal 
Nigeria 1 - 2 3000 - 10000 Oil / Biomass 
Colombia (AdS) 50 2600 Natural gas 
Colombia (Cauca) 2 - Sun drying 
Can we make dryers at small scale with 
same energy efficiency as large scale?
Model predicts drying performance 
0.7 
0.6 
0.5 
0.4 
0.3 
0.2 
0.1 
0 
0.7 
0.6 
0.5 
0.4 
0.3 
0.2 
0.1 
0 
Small-scale : 15 kg.h-1, Dp = 115 μm, Res.Time = 0.5 s 
Air-to-product ratio: 16 
Large scale: 16 000 kg.h-1, Dp = 220 μm, Res.Time = 3.5 s 
X: 57.7 
Y: 0.0665 
0 10 20 30 40 50 60 
Position along the pipe (m) 
Moisture content d.b. 
0 2 4 6 8 10 
Position along the pipe (m) 
Moisture content d.b. 
180 
160 
140 
120 
100 
80 
60 
40 
20 
0 2 4 6 8 10 
Position along the pipe (m) 
Temperature in ?C 
200 
180 
160 
140 
120 
100 
80 
60 
40 
20 
X: 57.45 
Y: 51.41 
0 10 20 30 40 50 60 
Position along the pipe (m) 
Temperature in ?C 
Air velocity is fixed 
 Residence time 
is shorter at 
small scale 
 Increase 
Air:Product ratio 
to dry 
 Increase heat 
losses 
 Re-design to 
minimize heat 
losses 
Moisture 
Moisture 
Temperature 
Temperature 
Air-to-product ratio: 8
Conclusions – Next steps 
● Evidence of demand to improve Rasping and Drying 
● Describe effect of rasping on product quality 
● 
 Further experimental characterizations 
● Then improvements. 
● Model and optimize drying 
● 
 Build energy-efficient dryer at small scale 
● Integrate socio-economic data to predict the effect on 
the value chain and gender. 
● Tool for training and experience sharing: 5 MSc 
projects, 1 PhD, 2 post-docs.
Contributors and donors 
Nanthiya Hansupalak 
Klanarong Sriroth 
Arnaud Chapuis 
Palotai Piromkraipak 
Pakhamas Tamthirat 
Sudarat Lee 
Apisit Manitsorasak 
Martin Moreno 
Dominique Dufour 
Andrès Escobar 
Timothée Gally 
Arthur de la Giraudière 
Adebayo Abass 
Marcelo Precoppe 
Keith Fahrney 
Cu Thi Le Thuy 
Andy Graffham 
Diego Naziri 
Uli Kleih 
Warinthorn Songkasiri 
Kanchana Saengchan 
Patrick Sébastian
Thank you

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Environmental impacts of RTB processing and life cycle assessment

  • 1. Environmental impacts of RTB processing and life cycle assessment Thierry Tran RTB annual meeting, Entebbe, Uganda 30 / 09 / 2014 thierry.tran@cirad.fr
  • 2. Framework Complementary funding RTB Post-harvest 2013-2015 Twin post-doc IITA + CIRAD Interactions between: • CIAT • IITA • CIRAD • NRI • Univalle (Colombia) • Kasetsart University, KMUTT (Thailand)
  • 3. RTBs are processed at large and small scales A. de la Giraudière Thailand 200t starch/day Nigeria 2t HQCF/day Tanzania 2t HQCF /day Nigeria 0.3t gari/day Colombia 2-3t starch/day Vietnam 3-11t starch/day
  • 4. Demand to improve processing (1) 9% Peak 1FD + Nobex HE Palm Kernel Shells 2013 10% 7% Roots: 63% of costs 279 USD/t starch Energy: 20% 89 USD/t starch Total costs: 443 USD/t HQCF Peak 1FD Black oil 2013 39% 7% 44% 6% 4% Raw material Power Energy (drying) Labour Packaging 11% 63% Raw material Power Energy (drying) Labour Packaging Roots: 39% of costs 282 USD/t starch Energy: 51% 368 USD/t starch Total costs: 722 USD/t HQCF Market price: 650 USD/t HQCF Nigeria NRI
  • 5. Demand to improve processing (2) Centrifuge 456 kg/hour Electricity: 36 kWh/t starch / 70 Water: 22 m3/t starch / 35 Colladora 135 kg/hour Electricity: 20 kWh/t starch / 55 Water: 34 m3/t starch / 48 Colombia CIAT, Univalle, CIRAD
  • 6. Demand to improve processing (3) Flash dryer – Targets: 2-4 t/day Energy: < 2500 MJ/t starch Surface: < 20 m2 Sun drying 2 t/day Energy: 0 MJ Surface: 300-400 m2 Colombia CIAT, Univalle, CIRAD
  • 7. How to improve: 2 steps Benchmark • Production costs • Energy, water costs • Environmental impacts (LCA, Carbon footprint) Re-engineer • Model the technical and economic performance of current technologies • Optimization tools
  • 8. Benchmark: Roots are the main cost of production Thailand Vietnam Cauca 81.24% 1.41% 7.48% 3.34% 4.13% 0.45% 1.95% Factory A CIRAD 92.5% 1.5% 1.2% 4.8% PA1 73% 3% 15% 6% 7% 6% 8% Roots Electricity Natural gas Labour Other costs 9% 10% 7% 11% 63% Raw material Power 66% 1% 15% Roots Electricity Labour Consumabes, packaging, etc. Office & Marketing Nigeria CIRAD, CIAT, Univalle, NRI
  • 9. 126 127 100 71 367 372 294 247 114 107 82 126 106 70 51 32 1000 800 600 400 200 0 F1 F2 F3 F4 CO2eq (kg/t starch 13% mc) Wastewater treatment Biogas production Electricity - biogas Electricity - grid Fuel oil Other factory inputs Transportation N2O emissions Organic fertilizer Mineral fertilizers Other agricultural inputs 966 715 609 Units: kg CO2eq/t starch Benchmark: Grid electricity and methane emissions emit most CO2 at factory 910 Thailand - Biogas CIRAD
  • 10. 126 127 100 71 367 372 294 247 110 219 74 121 267 107 124 154 389 569 438 346 1600 1400 1200 1000 800 600 400 200 0 F1 F2 F3 F4 CO2eq (kg/t starch 13% mc) Wastewater treatment Biogas production Electricity - biogas Electricity - grid Fuel oil Other factory inputs Transportation N2O emissions Organic fertilizer Mineral fertilizers Other agricultural inputs 1574 1183 1040 Units: kg CO2eq/t starch Renewables still better than fossil fuels 1410 Thailand - Fuel oil CIRAD
  • 11. Conclusions from benchmark Energy is the second highest cost of production Rasping and Drying use most energy  Focus on Rasping and Drying is relevant for HQCF, gari, fufu, starch, etc.
  • 12. Diversity of raspers - Colombia / Africa
  • 13. Diversity of raspers - Vietnam
  • 14. Diversity of raspers - Thailand / Brazil
  • 15. Particle size matters Influence on consumer acceptance
  • 16. Smaller particles release more starch 70 60 50 40 30 20 10 0 100 150 200 250 300 350 400 450 Starch yield increases below 300 μm % b.s. Diamètre moyen des particules (μm) Teneur en amidon (DSC) teneur en fibres modèle amidon modèle fibres
  • 17. Diversity of flash dryers Capacity Energy use Energy type t/day MJ/t Thailand 200 1500 - 2000 Biogas Vietnam 2 5000 Coal Nigeria 1 - 2 3000 - 10000 Oil / Biomass Colombia (AdS) 50 2600 Natural gas Colombia (Cauca) 2 - Sun drying Can we make dryers at small scale with same energy efficiency as large scale?
  • 18. Model predicts drying performance 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0 Small-scale : 15 kg.h-1, Dp = 115 μm, Res.Time = 0.5 s Air-to-product ratio: 16 Large scale: 16 000 kg.h-1, Dp = 220 μm, Res.Time = 3.5 s X: 57.7 Y: 0.0665 0 10 20 30 40 50 60 Position along the pipe (m) Moisture content d.b. 0 2 4 6 8 10 Position along the pipe (m) Moisture content d.b. 180 160 140 120 100 80 60 40 20 0 2 4 6 8 10 Position along the pipe (m) Temperature in ?C 200 180 160 140 120 100 80 60 40 20 X: 57.45 Y: 51.41 0 10 20 30 40 50 60 Position along the pipe (m) Temperature in ?C Air velocity is fixed  Residence time is shorter at small scale  Increase Air:Product ratio to dry  Increase heat losses  Re-design to minimize heat losses Moisture Moisture Temperature Temperature Air-to-product ratio: 8
  • 19. Conclusions – Next steps ● Evidence of demand to improve Rasping and Drying ● Describe effect of rasping on product quality ●  Further experimental characterizations ● Then improvements. ● Model and optimize drying ●  Build energy-efficient dryer at small scale ● Integrate socio-economic data to predict the effect on the value chain and gender. ● Tool for training and experience sharing: 5 MSc projects, 1 PhD, 2 post-docs.
  • 20. Contributors and donors Nanthiya Hansupalak Klanarong Sriroth Arnaud Chapuis Palotai Piromkraipak Pakhamas Tamthirat Sudarat Lee Apisit Manitsorasak Martin Moreno Dominique Dufour Andrès Escobar Timothée Gally Arthur de la Giraudière Adebayo Abass Marcelo Precoppe Keith Fahrney Cu Thi Le Thuy Andy Graffham Diego Naziri Uli Kleih Warinthorn Songkasiri Kanchana Saengchan Patrick Sébastian