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Techno-Economic Analysis of Bus Electrification in India Dr. Nikit Abhyankar Aditya Khandekar International Energy Studies Group Lawrence Berkeley National Laboratory August 30, 2018

Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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Page 1: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

Techno-Economic Analysis ofBus Electrification in India

Dr. Nikit Abhyankar

Aditya Khandekar

International Energy Studies Group

Lawrence Berkeley National Laboratory

August 30, 2018

Page 2: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

Introduction to Lawrence Berkeley National Laboratory

• Dedicated to solving the most pressing scientific problems facing humankind

– Basic science for a secure energy future

– Science of living systems to improve the environment and energy supply

– 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

13 — Nobel Prizes13 — National Medal of Science recipients 4,200 — Employees 200 — Site acreage

2

Page 3: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 4: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 5: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 6: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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)

Page 7: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 8: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

0

1,000

2,000

3,000

4,000

5,000

6,000

0:0

0

2:0

0

4:0

0

6:0

0

8:0

0

10

:00

12

:00

14

:00

16

:00

18

:00

20

:00

22

: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

Page 9: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 10: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

For more information , please contact:

Nikit Abhyankar ([email protected])Aditya Khandekar ([email protected])

Amol Phadke ([email protected])

Page 11: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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)

Page 12: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

12

Example Simulation

Residential

Level 1

Level 2

Level 3

Delayed

Stranded

Charging Events

Driver Inconvenience

Page 13: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 14: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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

Page 15: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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)

Page 16: Techno-Economic Analysis of Bus Electrification in India€¦ · diesel operating cost even without subsidy 7 45 48 47 40 -10 20 30 40 50 60 70 Bangalore (12m AC) Hyderabad (12m AC)

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