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Current and near-term emissions impacts of
plug-in electric vehicles
Marcus Alexander, EPRI
Manager, Vehicle Systems Analysis
Net Zero Cities
October 23, 2013
• Background
• Recent emission trends
• Future potential
• Wrap-up

© 2013 Electric Power Research Institute, Inc. All rights reserved.

2
• Background
• Recent emission trends
• Future potential
• Wrap-up

© 2013 Electric Power Research Institute, Inc. All rights reserved.

3
How do electric vehicles fit into Net Zero Cities?
• From a transportation standpoint, electrification can
reinforce other transportation initiatives:
– Vehicle downscaling
– Car sharing / bike sharing / anything sharing
– Mass transit
– Freight delivery efficiency

© 2013 Electric Power Research Institute, Inc. All rights reserved.

4
How do electric vehicles fit into Net Zero Cities?
• From a transportation standpoint, electrification can
reinforce other transportation initiatives:
– Vehicle downscaling
– Car sharing / bike sharing / anything sharing
– Mass transit
– Freight delivery efficiency
• From an energy standpoint, electrification decouples
energy generation from energy use, allowing:
– Diversification
– Fleet emissions reductions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

5
How do electric vehicles fit into Net Zero Cities
• This discussion will focus on
personal cars
• It’s important to remember
that for these, the primary
competition is between
electricity and gasoline
• The analysis looks at
‘conventional’ electricity as a
starting point

© 2013 Electric Power Research Institute, Inc. All rights reserved.

6
• Background
• Recent emission trends
• Future potential
• Wrap-up

© 2013 Electric Power Research Institute, Inc. All rights reserved.

7
Recent emissions trends
• Grid emissions of criteria pollutants like NOx and SO2 have
decreased rapidly as regulations have tightened.
• Grid emissions of CO2 have decreased, but not as rapidly.
• It is unclear what will happen as explicit CO2 regulations
are implemented, but there is significant potential for
reductions.

© 2013 Electric Power Research Institute, Inc. All rights reserved.

8
Generation sources (National)

© 2013 Electric Power Research Institute, Inc. All rights reserved.

9
SO2 emissions reductions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

10
NOx emissions reductions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

11
CO2 emissions reductions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

12
CO2 emissions reductions

50 mpg

© 2013 Electric Power Research Institute, Inc. All rights reserved.

13
Generation sources (NW-Central)

© 2013 Electric Power Research Institute, Inc. All rights reserved.

14
• Background
• Recent emission trends
• Future potential
• Wrap-up

© 2013 Electric Power Research Institute, Inc. All rights reserved.

15
Future potential
• Current policy will significantly decrease NOx emissions,
SO2 emissions, and other emissions not described above.
• CO2 emissions are expected to decrease under current
policy.
• There is the potential for significant CO2 reductions under
different policy scenarios.

© 2013 Electric Power Research Institute, Inc. All rights reserved.

16
Projected SO2 emissions (preliminary)

© 2013 Electric Power Research Institute, Inc. All rights reserved.

17
Projected NOx emissions (preliminary)

© 2013 Electric Power Research Institute, Inc. All rights reserved.

18
Projected CO2 emissions (preliminary)

© 2013 Electric Power Research Institute, Inc. All rights reserved.

19
Projected CO2 emissions (preliminary)

50 mpg

© 2013 Electric Power Research Institute, Inc. All rights reserved.

20
• Background
• Aggregation levels
• Recent emission trends
• Future potential
• Wrap-up

© 2013 Electric Power Research Institute, Inc. All rights reserved.

21
Wrap-up

Marcus Alexander
malexander@epri.com

© 2013 Electric Power Research Institute, Inc. All rights reserved.

22
Backup: Non-road applications

© 2013 Electric Power Research Institute, Inc. All rights reserved.

23
EPRI Non-road Electric Transportation Program
Airports
Warehouses
– Ground support
– Forklifts
equipment
– Truck
– Ground power
refrigeration units
Mining
Truck Stops
– EV’s and Conveyers
– Shore Power
Rail
– On-board power
– Locomotives,
Seaports
cranes
– Cranes
Agriculture
– All terrain vehicles
– Cargo handling
– Tractors
– Ships/Dredges
Construction
© 2013 Electric Power Research Institute, Inc. All rights reserved.

24
Backup: Aggregation levels

© 2013 Electric Power Research Institute, Inc. All rights reserved.

25
Aggregation levels
• Looking at statewide emissions doesn’t work well; there is
too much sharing of electricity between states.
• National emissions are generally the best way to look at
trends, but doesn’t provide regional detail, which can be
quite interesting.

• For its REGEN model, EPRI created a set of region
definitions that group states into blocks that represent
electricity flows

© 2013 Electric Power Research Institute, Inc. All rights reserved.

26
State emissions intensity

© 2013 Electric Power Research Institute, Inc. All rights reserved.

27
State electricity trade

© 2013 Electric Power Research Institute, Inc. All rights reserved.

28
REGEN regions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

29
REGEN regions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

30
Backup: 2 decades of emissions

© 2013 Electric Power Research Institute, Inc. All rights reserved.

31
SOx

© 2013 Electric Power Research Institute, Inc. All rights reserved.

32
NOx

© 2013 Electric Power Research Institute, Inc. All rights reserved.

33
CO2

© 2013 Electric Power Research Institute, Inc. All rights reserved.

34
Backup: Net emissions and air
quality changes (from 2007
study)

© 2013 Electric Power Research Institute, Inc. All rights reserved.

35
Net Changes in Criteria Emissions Due to
PHEVs (2030 modeling)
100,000

Power Plant Emissions
• Emissions under caps (SO2,
NOx, Hg) are essentially
unchanged

0
-50,000
Emissions (tons)

• Primary PM emissions
increase (defined by a
performance standard)

50,000

-100,000
-150,000

-200,000
-250,000

Vehicle Emissions

-300,000

• NOx, VOC, SO2, PM all
decrease
• Significant NOx, VOC
reductions at vehicle tailpipe
• Reduction in refinery and
related emissions
© 2013 Electric Power Research Institute, Inc. All rights reserved.

-350,000
-400,000

SOx

NOx

VOC

PM

On-Road Vehicle

-7,716

-236,292

-234,342

-9,255

Refinery and Other
Stationary

-23,549

-20,076

-17,804

-3,282

0

-1,293

-103,323

-101

-16,284

58,916

0

49,434

-47,549

-198,745

-355,469

36,796

Distributed Upstream
Power Plant

36
Air quality impacts of PEVs

Change in 8-Hour Ozone Design Value (ppb)
PHEV Case – Base Case
© 2013 Electric Power Research Institute, Inc. All rights reserved.

37
PHEVs Improve Overall Air & Water Quality

Reduced Deposition of Sulfates, Nitrates, Nitrogen, Mercury
Change in U.S. Deposition Flux (Units Specified Below)

50,000

0

-50,000

-100,000

-150,000

-200,000

-250,000

Sulfate (ton)

Nitrate (ton)

Nitrogen (ton N)

Mercury (g)

Benefit above Threshold

-41,472

-45,490

-32,413

-146,370

Benefit below Threshold

-12,416

-20,995

-22,784

-90,202

Disbenefit above Threshold

23,211

1,581

0

19,712

Disbenefit below Threshold

4,562

3,396

233

28,693

-26,114

-61,508

-54,963

-188,166

© 2013 Electric Power Research Institute, Inc. All rights reserved.

38

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NZC - Alexander

  • 1. Current and near-term emissions impacts of plug-in electric vehicles Marcus Alexander, EPRI Manager, Vehicle Systems Analysis Net Zero Cities October 23, 2013
  • 2. • Background • Recent emission trends • Future potential • Wrap-up © 2013 Electric Power Research Institute, Inc. All rights reserved. 2
  • 3. • Background • Recent emission trends • Future potential • Wrap-up © 2013 Electric Power Research Institute, Inc. All rights reserved. 3
  • 4. How do electric vehicles fit into Net Zero Cities? • From a transportation standpoint, electrification can reinforce other transportation initiatives: – Vehicle downscaling – Car sharing / bike sharing / anything sharing – Mass transit – Freight delivery efficiency © 2013 Electric Power Research Institute, Inc. All rights reserved. 4
  • 5. How do electric vehicles fit into Net Zero Cities? • From a transportation standpoint, electrification can reinforce other transportation initiatives: – Vehicle downscaling – Car sharing / bike sharing / anything sharing – Mass transit – Freight delivery efficiency • From an energy standpoint, electrification decouples energy generation from energy use, allowing: – Diversification – Fleet emissions reductions © 2013 Electric Power Research Institute, Inc. All rights reserved. 5
  • 6. How do electric vehicles fit into Net Zero Cities • This discussion will focus on personal cars • It’s important to remember that for these, the primary competition is between electricity and gasoline • The analysis looks at ‘conventional’ electricity as a starting point © 2013 Electric Power Research Institute, Inc. All rights reserved. 6
  • 7. • Background • Recent emission trends • Future potential • Wrap-up © 2013 Electric Power Research Institute, Inc. All rights reserved. 7
  • 8. Recent emissions trends • Grid emissions of criteria pollutants like NOx and SO2 have decreased rapidly as regulations have tightened. • Grid emissions of CO2 have decreased, but not as rapidly. • It is unclear what will happen as explicit CO2 regulations are implemented, but there is significant potential for reductions. © 2013 Electric Power Research Institute, Inc. All rights reserved. 8
  • 9. Generation sources (National) © 2013 Electric Power Research Institute, Inc. All rights reserved. 9
  • 10. SO2 emissions reductions © 2013 Electric Power Research Institute, Inc. All rights reserved. 10
  • 11. NOx emissions reductions © 2013 Electric Power Research Institute, Inc. All rights reserved. 11
  • 12. CO2 emissions reductions © 2013 Electric Power Research Institute, Inc. All rights reserved. 12
  • 13. CO2 emissions reductions 50 mpg © 2013 Electric Power Research Institute, Inc. All rights reserved. 13
  • 14. Generation sources (NW-Central) © 2013 Electric Power Research Institute, Inc. All rights reserved. 14
  • 15. • Background • Recent emission trends • Future potential • Wrap-up © 2013 Electric Power Research Institute, Inc. All rights reserved. 15
  • 16. Future potential • Current policy will significantly decrease NOx emissions, SO2 emissions, and other emissions not described above. • CO2 emissions are expected to decrease under current policy. • There is the potential for significant CO2 reductions under different policy scenarios. © 2013 Electric Power Research Institute, Inc. All rights reserved. 16
  • 17. Projected SO2 emissions (preliminary) © 2013 Electric Power Research Institute, Inc. All rights reserved. 17
  • 18. Projected NOx emissions (preliminary) © 2013 Electric Power Research Institute, Inc. All rights reserved. 18
  • 19. Projected CO2 emissions (preliminary) © 2013 Electric Power Research Institute, Inc. All rights reserved. 19
  • 20. Projected CO2 emissions (preliminary) 50 mpg © 2013 Electric Power Research Institute, Inc. All rights reserved. 20
  • 21. • Background • Aggregation levels • Recent emission trends • Future potential • Wrap-up © 2013 Electric Power Research Institute, Inc. All rights reserved. 21
  • 22. Wrap-up Marcus Alexander malexander@epri.com © 2013 Electric Power Research Institute, Inc. All rights reserved. 22
  • 23. Backup: Non-road applications © 2013 Electric Power Research Institute, Inc. All rights reserved. 23
  • 24. EPRI Non-road Electric Transportation Program Airports Warehouses – Ground support – Forklifts equipment – Truck – Ground power refrigeration units Mining Truck Stops – EV’s and Conveyers – Shore Power Rail – On-board power – Locomotives, Seaports cranes – Cranes Agriculture – All terrain vehicles – Cargo handling – Tractors – Ships/Dredges Construction © 2013 Electric Power Research Institute, Inc. All rights reserved. 24
  • 25. Backup: Aggregation levels © 2013 Electric Power Research Institute, Inc. All rights reserved. 25
  • 26. Aggregation levels • Looking at statewide emissions doesn’t work well; there is too much sharing of electricity between states. • National emissions are generally the best way to look at trends, but doesn’t provide regional detail, which can be quite interesting. • For its REGEN model, EPRI created a set of region definitions that group states into blocks that represent electricity flows © 2013 Electric Power Research Institute, Inc. All rights reserved. 26
  • 27. State emissions intensity © 2013 Electric Power Research Institute, Inc. All rights reserved. 27
  • 28. State electricity trade © 2013 Electric Power Research Institute, Inc. All rights reserved. 28
  • 29. REGEN regions © 2013 Electric Power Research Institute, Inc. All rights reserved. 29
  • 30. REGEN regions © 2013 Electric Power Research Institute, Inc. All rights reserved. 30
  • 31. Backup: 2 decades of emissions © 2013 Electric Power Research Institute, Inc. All rights reserved. 31
  • 32. SOx © 2013 Electric Power Research Institute, Inc. All rights reserved. 32
  • 33. NOx © 2013 Electric Power Research Institute, Inc. All rights reserved. 33
  • 34. CO2 © 2013 Electric Power Research Institute, Inc. All rights reserved. 34
  • 35. Backup: Net emissions and air quality changes (from 2007 study) © 2013 Electric Power Research Institute, Inc. All rights reserved. 35
  • 36. Net Changes in Criteria Emissions Due to PHEVs (2030 modeling) 100,000 Power Plant Emissions • Emissions under caps (SO2, NOx, Hg) are essentially unchanged 0 -50,000 Emissions (tons) • Primary PM emissions increase (defined by a performance standard) 50,000 -100,000 -150,000 -200,000 -250,000 Vehicle Emissions -300,000 • NOx, VOC, SO2, PM all decrease • Significant NOx, VOC reductions at vehicle tailpipe • Reduction in refinery and related emissions © 2013 Electric Power Research Institute, Inc. All rights reserved. -350,000 -400,000 SOx NOx VOC PM On-Road Vehicle -7,716 -236,292 -234,342 -9,255 Refinery and Other Stationary -23,549 -20,076 -17,804 -3,282 0 -1,293 -103,323 -101 -16,284 58,916 0 49,434 -47,549 -198,745 -355,469 36,796 Distributed Upstream Power Plant 36
  • 37. Air quality impacts of PEVs Change in 8-Hour Ozone Design Value (ppb) PHEV Case – Base Case © 2013 Electric Power Research Institute, Inc. All rights reserved. 37
  • 38. PHEVs Improve Overall Air & Water Quality Reduced Deposition of Sulfates, Nitrates, Nitrogen, Mercury Change in U.S. Deposition Flux (Units Specified Below) 50,000 0 -50,000 -100,000 -150,000 -200,000 -250,000 Sulfate (ton) Nitrate (ton) Nitrogen (ton N) Mercury (g) Benefit above Threshold -41,472 -45,490 -32,413 -146,370 Benefit below Threshold -12,416 -20,995 -22,784 -90,202 Disbenefit above Threshold 23,211 1,581 0 19,712 Disbenefit below Threshold 4,562 3,396 233 28,693 -26,114 -61,508 -54,963 -188,166 © 2013 Electric Power Research Institute, Inc. All rights reserved. 38