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Techno-Economic Analysis ofBus Electrification in India
Dr. Nikit Abhyankar
Aditya Khandekar
International Energy Studies Group
Lawrence Berkeley National Laboratory
August 30, 2018
Introduction to Lawrence Berkeley National Laboratory
• Dedicated to solving the most pressing scientific problems facing humankind
– Basic science for a secure energy future
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– Understanding and control of matter and energy in the universe
– Translation to applied energy programs
• Build and safely operate world-class scientific facilities
• Train the next generation of scientists and engineers
Managed by the University of California for
the United States Department of Energy
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2
Questions for discussion today
• What is happening in other major economies on bus electrification ?
• What is the cost of an electric bus ? What does the FAME-I procurement inform us ?
• What is the impact of bus electrification on the grid ?
• What are the key issues in fast charging?
3
In China, electric bus manufacturing has already scaled with bus market almost transformed
4
• Subsidies (up to ~50%), sales targets, air quality regulations accelerated the EV bus adoption
• Recently, subsidies are down to ~5-10% of the upfront bus cost; vehicles with range <150km don’t get any subsidy
• Electric bus costs have also fallen and are almost at par with diesel buses (~$100,000 to $150,000)
DRAFT
0
50
100
150
0
200
400
600
2011 2013 2015 2017 Ch
ina
Ele
ctri
c B
us
Sale
s (‘
00
0)
Ch
ina
Bu
s St
ock
(‘0
00
)
Non-Electric Bus Stock Electric Bus Stock
Electric Bus Sales
Given the steep reduction in battery prices, 12m A/C Electric Bus Costs are Marginally Higher than a Diesel Bus
5
DRAFT
0
20,000
40,000
60,000
80,000
100,000
120,000
Diesel Bus (12mAC)
Electric Bus (12mAC)
Co
st o
f D
iese
l an
d E
lect
ric
Bu
ses
($)
Labor and Assembly
Others : Electric motor,gearbox, inverter and AC
BOS: Suspension, Braking,Steering, Electricals,Wheels, Seats, WindowsBody
Battery (incl ManagementSystem)
Transmission
Engine
0
200
400
600
800
1000
2010 2012 2014 2016 2018 2020
Battery Pack Cost ($/kWh)
Data Sources: BNEF (2017), Kammen et al (2017), Tesla( 2017), Bolt (2017)
Policies can play a major role in achieving scale and ensuring sustained cost reduction
FAME-I bus procurement confirms the cost reduction hypothesis
6
Note that costs across cities may not be directly compared with each other since each have different terms on contract periods, distance travelled and electricity and maintenance costs
36
48 57
70
51
37 40
Gross Contract Winning Bids (Rs / km)
0.85 0.850.77
0.99 0.990.88
Outright Purchase Winning Bids (Rs Cr.)
Data Source: UITP (2018)
Even after harmonizing the costs across cities, EV bus’s TCO is lower than diesel operating cost even without subsidy
7
45 48 47 40
-
10
20
30
40
50
60
70
Bangalore(12m AC)
Hyderabad(12m AC)
Kolkata (12mAC)
LBNL Estimate(12m AC)
Tota
l Co
st o
f O
wn
sers
hip
(Rs/
km)
Diesel TCO = Rs 59/km
All numbers include capital, maintenance, fuel cost, battery replacement in year 8, driver cost and charging infrastructure cost.
17 12
4 8
8
30 3 8
9
-
10
20
30
40
50
60
70
Electric Bus (12m AC) Diesel Bus (12m AC)
Co
mp
on
en
t C
ost
(R
s/
km)
Driver Cost Charging infrastructure cost
Energy Cost Maintanence cost
Bus capital service cost
0
1,000
2,000
3,000
4,000
5,000
6,000
0:0
0
2:0
0
4:0
0
6:0
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8:0
0
10
:00
12
:00
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:00
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:00
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:00
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:00
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:00
Bu
s-b
ar lo
ad (
MW
)
In energy terms, the additional load due to electric bus fleets is small
• Let’s do a simple math for Delhi:o Delhi’s total bus fleet = ~5,600
o Assume the entire fleet is converted to electric
o Electric bus efficiency = 1.3 kWh/km
o Distance traveled = 200 km/day
o Total electricity consumption by the Delhi bus fleet = ~450 GWh/yr
o Total electricity sales in Delhi = ~26,000 GWh/yr
• With fast charging infrastructure, the dynamics may change locally and also in cities with smaller electricity loads
8
Delhi Load (Summer)
Fast charging peak load = ~220 MW
Peak load = ~220 MW
Fast charging infrastructure is crucial for aggressive electric bus adoption
• Slow charging may require over-procurement of electric buses to maintain the service
• Several fast charging standards / protocols existo CHAdeMO (Japan) – up to 70kW (CAN)o CCS (Europe and US) – up to 90 kW (PLC)o Tesla Supercharger (US) – 120 kWo GB/T (China) - ~200-400 kW standard, ~900 kW (proposed along with CHAdeMO) (CAN)
• In China, fast chargers (300-400 kW) have been deployed in several citieso @ 300 kW, battery can be charged within ~1 houro No significant impact on battery life or performance despite high ambient temperatures (40-42 deg C)
• LTO batteries may perform better with fast charging than NMC or LFP
• Legal and regulatory barriers in setting up third party chargers need to be addressed
For more information , please contact:
Nikit Abhyankar ([email protected])Aditya Khandekar ([email protected])
Amol Phadke ([email protected])
Most bus manufacturers want to move from using LFP to NMC due to higher specific energy and stability
11
Specific Energy
Specific Power
Peformance
Safety
Life span
Affordability
Lithium nickel manganese cobalt oxide (NMC)
Specific Energy
Specific Power
Peformance
Safety
Life span
Affordability
Lithium iron phosphate (LFP)
Specific Energy
Specific Power
Peformance
Safety
Life span
Affordability
Lithium Titanate (LTO)
12
Example Simulation
Residential
Level 1
Level 2
Level 3
Delayed
Stranded
Charging Events
Driver Inconvenience
Using following assumptions, we harmonize all bids in order to facilitate comparison across cities
Parameter Units Value Source
Maintenance cost (12m Diesel) Rs / km 8 ASRTU 2017
Maintenance cost (12m Electric) Rs / km 4 Expert Input
Electricity Cost Rs / kWh 6 Expert Input
Fuel Economy (12m Electric AC) kWh / km 1.3 Expert Input
Fuel Economy (9m Electric AC) kWh / km 1.1 Expert Input
Fuel Economy (9m Electric Non-AC) kWh / km 0.8 Expert Input
Life of bus Years 12 DOT 2014
Daily distance travelled Km 200 CSTEP 2017
Interest Rate % 10
Electric bus total cost of operation is almost on par with a CNG bus despite significant difference in capital costs
14
9 12 17
8 7
4
30
15 8
3
-
10
20
30
40
50
60
Diesel Bus (12m AC) CNG Bus (12m AC)] Electric Bus (12m AC)
Co
mp
on
ent
Co
st o
f B
us
(R
s /
km)
Bus capital service cost Maintanence cost Fuel cost Charging infrastructure cost
Actual reported battery pack costs were at 150 – 200 $/kWh in 2017; which are projected to go down to 100 $/kWh over the next 5– 7 years
15
0
100
200
300
400
500
600
700
800
900
1000
2010 2012 2014 2016 2018 2020 2022 2024 2026 2028 2030
USD
pe
kWh
Battery Pack Cost ($ / kWh)
BNEF Actual Reported Costs (pack only) BNEF Projections (pack only)
Tesla (pack only) Bolt (pack only)
Kammen et al (pack-only)
Key Recommendations
• Electric bus manufacturing has reached scale in China; thereby lowering costs
• Gross Contract Cost bids are a good way to go given risks and lack of experience for fleet management of battery electric bus
• Securing a good deal for electricity price is critical to keep per km costs low
• Recommend the design of a reverse auction for the subsidy amount as opposed to pre-announcing the amount per bus