hybrid poplar as a green energy resource in the …...hybrid poplar as a green energy resource in...
TRANSCRIPT
![Page 1: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/1.jpg)
Hybrid Poplar as a Green EnergyResource in the Pacific Northwest
Varaprasad BandaruUC Davis Energy Institute
Contributors: Andrew Cooke, Yueyue Fan, Judy Hannah, Quinn Hart, Mark Jenner, Stephen Kaffka, Yuanzhe Li, Justin Merz, Nathan Parker, Yu Pei, Olga Prilepova, Luke Rogers, Peter Tittmann, Boon-Ling Yeo, Bryan Jenkins
![Page 2: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/2.jpg)
hardwoodbiofuels.org
Overview
• Background on hybrid poplar features and research requirements for poplar biofuel industry
• Description of integrated modeling framework
• Application of integrated modeling framework in the Pacific Northwest region
• Conclusions and future work
![Page 3: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/3.jpg)
hardwoodbiofuels.org
Poplar – A biofuel feedstock option in the PNW
Poplar plantations at Jefferson, OR
Harvesting of poplar
• Long history of success in several markets.
• Accessibility to production and harvesting technology.
• Adaptable to various climate and soil conditions.
• Multiple crop rotations with coppicing practice.
![Page 4: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/4.jpg)
hardwoodbiofuels.org
Biofuel Supply Chain – Key Challenges
Feedstock Production
Feedstock Logistics
Biofuel Production
Biofuels Distribution
Economic, Environmental, Social Sustainability
• Suitable lands and their feedstock potentials
• Competition with other crops
• Ecological responses• Biomass and
transportation costs• Biomass harvesting
trends• Preprocessing and
storage• Quality management• Environmental impacts
• Land & infrastructure needs
• Operating costs• Technology options
• Transportation• Storage• Dispensing
![Page 5: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/5.jpg)
hardwoodbiofuels.org
Integrated Modeling Framework
Bioenergy Crop Adoption Model
(BCAM)
Geospatial Bioenergy System Model (GBSM)
ASPEN Techno-Economic Model
Site-Specific Cost Analysis
Feedstock & fuel logistics cost model
3 PG-Poplar Plant Growth Model
Life Cycle Analysis
Economic Activity (IMPLAN software)
![Page 6: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/6.jpg)
hardwoodbiofuels.org
Poplar Growth Modeling
Without foliage 3PG model will not grow.
Simulations (lines) vs. measured (circles) biomass
• Developed coppicing module in Physiological Principles in Predicting Growth (3PG) forest growth model.
• Validated the model against published field sites of hybrid poplar with coppice management. Oral: Quinn et al, The Modeling poplar growth as a short rotation woody crop for biofuels in the Pacific Northwest.
![Page 7: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/7.jpg)
hardwoodbiofuels.org
Suitable Agricultural Lands for Poplar Cultivation in PNW region
CroplandsForestlandsRangelands
Suitable croplandsSuitable rangelands
Land suitability factors
6.02 and 10.3 million ha of suitable croplands and pasture lands respectively
![Page 8: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/8.jpg)
hardwoodbiofuels.org
Application of Poplar Growth Model
• Applied model to produce regional biomass estimates on different agricultural lands in the Pacific Northwest
Potential biomass estimates of hybrid poplar on suitable agricultural lands
Biomass yield (Mg ha-1 y-1)
Are
a (th
ousa
nd h
a)
![Page 9: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/9.jpg)
hardwoodbiofuels.org
Economics Feasibility of Poplar Adoption
• Built poplar budgets based on variable poplar yields and ran the Bioenergy Crop Adoption Model (BCAM) to project poplar adoption.
• Most of the marginal crops (e.g. hay, oats) could be displaced with hybrid poplar at a poplar price of $80/ dry ton).
Area under poplar adoption at $68/dry ton
![Page 10: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/10.jpg)
hardwoodbiofuels.org
Poplar Adoption Behavior
Cro
plan
d A
rea
(Tho
usan
d H
a)
Poplar price ($/dry ton)
• Poplar adoption patterns vary not only with poplar yields and prices but also with characteristics of the cropping region.
Northeast Washington
Northern California
Poster: Boon-Ling Yeo et al, The Bioenergy Crop Adoption Model (BCAM): Economics of sustainably producing hybrid poplars as a short-rotation woody biomass feedstock in the Pacific Northwest
![Page 11: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/11.jpg)
hardwoodbiofuels.org
Geospatial Modeling - Biorefinery Siting
Input: Feedstock farm gate price Transportation costs Facility costs Distribution costs
Output: Optimum biorefinery sites
and sizes Feedstock and fuel demands
and logistics Profit at a range of fuel prices
(fuel supply curve)
![Page 12: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/12.jpg)
hardwoodbiofuels.org
Geospatial Modeling - Biorefinery Siting
100 MGY independent facilities
4.04 - 4.15
4.27 - 4.38
4.15 - 4.27
4.38 - 4.5
Jet fuel cost (dollars/gal)
Suitable rangelands Combination of Croplands and rangelands
![Page 13: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/13.jpg)
hardwoodbiofuels.org
Geospatial Modeling - Biorefinery Siting
• The costs of production of 100 MGY facilities are reduced by more than $1/gallon compared to smaller 25 MGY biorefineries at the best sites.
Potential sites for independent 25 MGY facilities in Washington based on croplands and rangelands
![Page 14: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/14.jpg)
hardwoodbiofuels.org
Economic impacts of a biofuel industry in the Pacific Northwest
Num
ber o
f job
s• IMPLAN used to estimate job and other economic effects in the region
• Provides estimates of direct facility effects, indirect effects for supporting industries linked to the facility, and other induced (lifestyle) effects.
Tota
l Rev
enue
![Page 15: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/15.jpg)
hardwoodbiofuels.org
Conclusions & future work
• There are approximately 6.02 and 10.3 million ha of suitable croplands and pasture lands respectively in the PNW region, of which 2.1 million ha of poplar could be adopted on croplands in substitution of other crops at a price of $68 per dry metric ton.
• Independent biorefinery siting analysis indicates that the lowest selling price of jet fuel could be $4.03/gallon ($1.06/L) in the PNW.
Future work• Assessing supplementary feedstock supply through the integrated model.• Integrating time dependence and depot modeling in biorefinery siting
model.• More extensive modeling of environmental impacts associated with
regional poplar production.• Multi-criteria optimization for feedstock production and biorefinery siting.
![Page 16: Hybrid Poplar as a Green Energy Resource in the …...Hybrid Poplar as a Green Energy Resource in the Pacific Northwest Varaprasad Bandaru UC Davis Energy Institute Contributors: Andrew](https://reader031.vdocuments.net/reader031/viewer/2022011819/5e9eb0e6f0555054b35f859f/html5/thumbnails/16.jpg)
hardwoodbiofuels.org
Thank You!