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Strategies for Transitioning to Low-carbon Freight
Vehicles
NCST/STEPS Webinar
30 April 2015
www.steps.ucdavis.edu
Lew Fulton
STEPS Director
H2
Sustainable Transportation Energy Pathways (STEPS)
New STEPS/NCST report due out May 2015
2
Fuel Cell Vehicle
Modeling Program
1998-2002FCV
Technology
Hydrogen Pathways2003-2006FCVs & H2
Fuel Pathway
STEPS2007-2010Fuel/Vehicle
Pathway Analyses &
Comparisons
NextSTEPS2011-2014Scenarios & Transition Strategies
1998----------------------------------------------------------------------------2014-------------------2018
STEPS is the leading global forum of low-carbon
transportation stakeholders
STEPS32015-2018
Critical Transition Dynamics
3
STEPS: Generate visions of fuel and vehicle futures grounded in technical
and economic realities, a strong knowledge base for companies making
long-term technology investments, and sophisticated analyses of future
policies.
• The leading experts on modeling and analysis of alternative fuel transitions
• Preparing scientific analysis and convening policy and business decision makers
• Training next generation leaders in transportation and energy
STEPS program issues white papers that answer critical questions on low
carbon, alt. fuel transitions: How will/won’t these transitions unfold?
White Paper Draft Release Public Release Leaders
Biofuels April MayLew Fulton, Nathan Parker, Steve Kaffka, Geoff Morrison
Electric Vehicles May June Tom Turrentine, Ken Kurani
Hydrogen June AugustJoan Ogden, Chris Yang, Mike Nicholas, Lew Fulton
Natural Gas January February Amy Jaffe, Rosa Dominguez
Low-carbon Freight April 2015 May 2015 Lew Fulton
Integrative Scenarios for Low C Sustainable Futures
2015 2015Joan Ogden, Lew Fulton, Sonia Yeh, Chris Yang
CCS 2015 2015Joan Ogden, Nils Johnson, Nathan Parker
4
Scope of talk:
• Truck characteristics, technology options, GHG reduction potential, costs
• Comparison across fuels, present and future
• 80-in-50 GHG scenarios for the US and California
• Policy implications
5
Research Team/Acknowledgments
• Lew Fulton
• Marshall Miller
• Many data inputs provided by Andrew Burke, Lin Zhu, Hengbeng Zhao
• TOP-HDV Model originally built by Ben Sharpe, who provided help in updating his model for the current study
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EIA AEO 2015: truck energy use rising
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Intent and Focus of Study
• Accept goal of 80% reductions in GHGs by 2050 in US and CA, apply goal to trucking sector
• Focus on advanced vehicles (driveline efficiency gains), new propulsion technologies (e.g. fuel cells) and very-low GHG fuels
• Outside scope of study
– Programs/policies to reduce VMT
– Intelligent Transportation Systems (e.g. automation, traffic management), ICT for logistics
• Biofuels
– Included biodiesel and renewable diesel
– Did not include RNG (currently studying potential), though recognize it’s potential importance
8
Punchlines first – what it could look like to achieve an 80%
reduction in GHG in trucking...
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• US biofuels use in Mixed case would be about a doubling of todays levels for all
purposes and must provide at least 80% reductions in GHG compared to base fuel
• Hydrogen use in the ZEV case would be about twice U.S. production for all
purposes and must be deeply decarbonized, e.g. from “waste” wind/solar power
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2010 2050High ZEV
2050Mixed
2010 2050High ZEV
2050Mixed
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Hydrogen
Electricity
Natural gas
Biofuels
Diesel fuel
California (left axis) US (right axis)
Trucking sector includes many different truck types…
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Truck Type Description or example
Average Mileage/year
Relative fleet size
Long haul Class 8 long distance travel
Very high ~100,000
Medium
Short haul Class 7,8 regional travel
High~50,000
Low
Heavy-duty vocational
Refuse truck Medium 20,000 – 30,000
Medium
Medium-duty vocational
Trash compactors, bucket trucks
Medium 20,000 – 30,000
Medium
Medium-duty urban Delivery trucks (UPS, FedEx)
Medium 20,000 – 30,000
High
Buses Transit buses, shuttles, coaches
Medium ~30,000
Medium
Heavy-duty vans and pickup trucks
Class 2B and 3, > 8,500 lbs. GVWR
Medium 20,000 – 30,000
Very high
…and technologies/fuels
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Vehicle Technology
Commercial status Efficiency, Range, and Vehicle Cost
Barriers/issues
Conventional diesel/gasoline
Presently dominate all truck types
(baseline technology) Relatively heavy emitters of GHGs
Hybrid, plug-in hybrid
Commercial in heavy-duty pickups and buses. Expected to play a significant role in all types
Increase in efficiencyIncreased rangeIncreased cost
Reduce GHGs but reductions are modest compared to fuel cell and electric
LNG/CNG Commercial in almost all types. Significant market in buses, MD urban.
Similar or slight decrease in efficiencyLikely decrease in rangeNear-term Increase in cost
At best, modest reductions in GHGs except with RNG. Infrastructure not fully mature.
Fuel cell Extensively tested in buses and cars. Timeline for commercialization in other vehicle types could be 10-20 years
Large increase in efficiencyDecreased rangeIncrease in cost
Hydrogen infrastructure lacking. Fuel cells will likely have a shorter life than diesel engines for the foreseeable future.
Battery electric Near commercial in some applications, mainly medium duty urban
Large increase in efficiencySignificant decrease in rangeIncrease in cost
Range of vehicle is short. Vehicles with significant annual mileage may not be able to adopt. Battery life may not last expected truck life. .
Trucks vary by efficiency and range…
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Diesel Hybrid Diesel
Diesel Max Tech LNG Fuel cell / LH2
2014 2014 2030 2030 2014 2030 2014 2030
MPG (diesel equiv) 6.5 6.9 9.3 11.2 6.5 9.3 10.9 13.3
Gal/100 miles (own fuel units) 15.3 14.5 10.7 8.9 15.3 10.7 9.2 7.5
Approximate fuel storage requirement (volumetric gals for 500 mile range) 77 73 54 45 140 100 300 225
Sources: Burke and Zhu (2014), Zhou et al (2013), Calheat (2013)
New long-haul Heavy Duty trucks as an example
How we estimated life-cycle costs
• We made estimates of vehicle/fuel costs only for long and short haul heavy-duty trucks
• Estimates for 2014 and (roughly) 2030
• Assumed cost reductions as a function of R&D, scale, learning –thus our 2030 cost numbers reflect these, if they don’t happen costs would be higher
• Even near term costs assume high volume production for new technologies and fuels
• Costs are amortized over 15 years (with 15 years of fuel use) – this could occur over multiple owners
• Societal discount rate 4% used
• We have only made point estimates but acknowledge a high degree of uncertainty/variability
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Long-haul truck lifecycle costs: near term and long term
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Using a societal cost approach, fuel costs dominate
Short-haul HDT lifecycle costs
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Electrics possible but battery costs will be key
Fuel requirements and assumptions
16
• By 2030, much lower GHG feedstock production/fuel supply pathways
must be well on their way to replacing current higher GHG pathways,
with >80% reductions per unit of fuel by 2050
• California has a significantly cleaner grid than the US average, so has a
“head start” for both electricity and hydrogen decarbonization
2014 2030 2050
Hydrogen100% from natural
gas reforming
50% from NG, 50%
from electrolysis
from grid electricity
100% from very low
carbon electricity
Electricity Average grid mix
Average grid mix,
significantly
decarbonized
Grid must be almost
completely
decarbonized
BiofuelMostly soy-based
biodiesel
Renewable diesel,
50% from cellulosic
pathways
100% very low GHG
renewable diesel
CO2 emissions over HDT vehicle life
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Differences across technologies, fuels, duty cycles, years
CO2 costs applied over HDT vehicle life
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Shown with a $50/ton carbon value – not a game changer
Truck scenarios using TOP-HDV
• Scenarios – fleet stock, VMT by truck type through 2050. Modify sales of new technologies and fuels year by year to reach goals.
• Two paths – ZEVs (FCs and BEVs) and biofuels/ZEV mix
• Benefits/issues
– ZEVs
• Significantly reduces both greenhouse gases and criteria pollutants (critical in CA)
• Vehicles initially expensive; for FCEVs no hydrogen infrastructure
• Requires electricity or hydrogen produced renewably (wind, solar)
– Biofuels/ZEV mix
• Does not require new vehicle (fuel is drop-in ready)
• Not clear how much low carbon biofuels are available (also more difficult to estimate actual carbon emissions)
19
80-in-50 ZEV Scenario
20
Massive changes between 2030 and 2050
Comparison of ZEV and Mixed paths
(HD Trucks for CA shown here)
21
Mixed Scenario: Lower ZEVs but advanced biofuels w/80% GHG reduction must
reach very high blend share by 2050
ZEV scenario: FCEVs must dominate the market by 2035
ZEV scenario sales must ramp up very quickly after 2025…
22
Punchlines revisited – what it could look like to achieve an
80% reduction in GHG in trucking...
23
• Maximum vehicle efficiency improvement is a critical underpinning for
fuel substitution, cuts fuel demand even in the face of rising truck travel
• Hydrogen, electricity and biofuels must themselves be deeply
decarbonized by 2050
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40
50
60
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
2010 2050High ZEV
2050Mixed
2010 2050High ZEV
2050Mixed
BIL
GA
LLO
NS
DIE
SEL
EQU
IV
BIL
L G
ALL
ON
S D
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L EQ
UIV
Hydrogen
Electricity
Natural gas
Biofuels
Diesel fuel
California (left axis) US (right axis)
Truck policy and research implications
• National and CA efficiency/GHG standards will hopefully help offset truck travel growth to keep CO2 stable
• It would take major, rapid shifts in propulsion systems and fuels to hit an 80-in-50 target
• Do we need ZEV mandates for trucks? Fiscal measures a possible alternative
• More research:
– Truck buyer decisions and response to fiscal decisions – vehicle choice modelling for trucks?
– “Robustness” analysis on both costs and GHG intensities is needed
– For CA, regional disaggregation would be useful – which trucks are operating where? Bring in values of NOx/PM
– UC Davis spatial model of trucks in CA is in development
– Role of VMT reduction and efficiency via ICT, logistics, modal shift, etc.
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Backup Slides
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Truck technology costs are critical
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Diesel Hybrid Natural Gas
(LNG/CNG)
Biofuels Fuel Cell Electricity
2014 2030 2014 2030 2014 2030 2014 2030 2014 2030 2014 2030
Long Haul
160 160 185 177 224/183
187/ 183
160 160 255 216 NA NA
ShortHaul
145 145 170 162 209/168
172/ 168
145 145 240 201 466 309
Sources: primarily Burke and Zhu (2014), Zhou et al (2013); and analysis undertaken for this paper
And future cost reductions are uncertainPurchase costs for long haul trucks, thousand US dollars
We built up costs using component analysis
27
2,014 2,030 2,014 2,030 2,014 2,030 2,014 2,030 2,014 2,030
Base truck ("glider") cost
Long Haul 145,000 145,000
Short Haul 130,000 130,000
Component costs
Fuel storage 1,000 1,000 32,684 18,158 1,000 1,000 23,331 11,666
Engine 9,000 9,000 20,000 10,000 9,000 9,000
Battery 7,500 3,750 200,000 100,000
Fuel cell 26,250 16,450
Motor 7,000 5,600 24,000 19,200 24,000 19,200
Accessories 2,000 2,000
Total component costs 10,000 10,000 52,684 28,158 26,500 21,350 73,581 47,316 224,000 119,200
Component cost markup 15,000 15,000 79,025 42,236 39,750 32,025 110,372 70,973 336,000 178,800
(1.5x technology costs)
Total Purchase Cost
Long Haul 160,000 160,000 224,025 187,236 184,750 177,025 255,372 215,973
Short haul 145,000 145,000 209,025 172,236 169,750 162,025 240,372 200,973 466,000 308,800
Fuel Cell BEVDiesel LNG Hybrid
Sources: primarily Burke and Zhu (2014), Zhou et al (2013); and analysis undertaken for this paper
With some heroic assumptions…
28
2014 2030 Units
Fuel Cell 35 kg 1167 kWh 20 10 $/kWh
350 kW 75 47 $/kW
BEV 400 kWh 500 250 $/kWh
Hybrid 15 kWh 500 250 $/kWh
LNG 150 gallons 3632 kWh 9 5 $/kWh
Characteristics
Cost per kW or kWh
Fuel cost assumptions are important
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Fuel Fuel cost per dge, circa 2014
Projected cost, 2030
Source/comments
Diesel $3.45 $3.73 AEO 2014Liquid natural gas (LNG)
$2.75 $3.21 Based on UCD NG model estimates. Infrastructure must be built out and has high near-term capital cost;
Biodiesel (2014)Renewablediesel (2030)
$5.26 $3.87 NREL, 2013; near term oil-seed FAME biodiesel; long term drop-in fuel from cellulosic feedstorck with advanced process such as Fisher-Tropsch or upgraded pyrolysis oil
Liquid Hydrogen (LH2) from natural gas
$5.92 $4.39 LH2 derived from natural gas reforming, followed by liquefaction;
LH2 from electrolysis
$11.08 $6.97 Electrolysis: near term from electricity mix, long term with 50% renewables or waste hydrogen, followed by liquefaction
Electricity $3.82 $4.07 EIA average U.S. retail price
What will it take to cut CO2 80% by 2050 for trucks?
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Baseline long haul: Hybrids and NG
Scenarios across all truck types
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Baseline: steady growth to 2050, hybrids and NG
Scenarios across all truck types
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Baseline GHG emissions decline slowly over time
Scenarios across all truck types
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80-in-50 GHG emissions decline rapidly over time