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Electrifying Surface Transport:
in Oahu, Hawai'i
Katelin Hanson
August 2015
Dissertation for MSc in Carbon Management
Presentation Overview
 Context: Knowledge Share
 Inputs and Methodology
 Key Findings
 Conclusions
 Recommendations
 Take-Homes
Context
ScotlandHawai’i
 Edinburgh Centre for Carbon
Innovation (ECCI)
 Orkney Electric Future
project
 Global outlook
 Increased EV rollout
 Free parking + HOV
 Target 100% renewable energy
by 2045
 Economic benefits
 63% State’s surface transport
1
Aim determine CO2 savings from surface electrification in Oahu, Hawai’i
Knowledge Share
Research Gaps
 Scotland: 100% renewable by 2020
 Hawai’i: 100% renewable by 2045
Gaps:
1. Added electricity to the grid and
2. Associated emissions
3. Decreased emissions from fossil fuel
vehicles
2
Methodology: Setup
 Datasets: Oahu-specific
 Fleet Projections  2013 Taxed and Exempt Vehicles
 Emission Projections  Fuel-Type: ‘Passenger’ and ‘Freight’
3
Vehicle % Oahu’s Fleet
Cars 82%
LGVs 13%
Motorcycles 3%
HGVs 1.7%
Buses 0.3%
Table 1. Framework categories
 Scenario projections 2013-2045
 Scenario 1: low uptake 10%
 Scenario 2: moderate uptake 33%
 Scenario 3: high uptake 54%
 Transition Period to 100%
electrification (Cars and LGVs)
 Caveat: case sensitive
4
Methods
Vehicle
Type
Scenario 1
2045
Scenario 2
2045
Scenario 3
2045
Electric
Cars 81,000 267,000 436,000
LGVs 12,000 41,000 66,000
Fossil Fuel
Cars 727,000 541,000 372,000
LGVs 111,000 82,000 57,000
Total Fleet
(BAU)
931,000 931,000 931,000
Projections
Passenger and LGVs from 2013-2045
 Forecasted Population
 Vehicle per capita rate
 Back trajectory
Fossil Fuel Emissions
 Fuel type and emission
factors
Table 2. Scenario Projections, rounded values
5
Methods
Projections
Passenger and LGVs from 2013-2045
 Forecasted Population
 Vehicle per capita rate
 Back trajectory
Fossil Fuel Emissions
 Fuel type and emission
factors
Grid Emissions Calculations
Electricity Demand from EVs
 Vehicle Miles Travelled (8, 760 mi/yr)
 Average conversion rate (0.32 kWh/mi)
Key Results
 Transition Period (100%) only feasible in Scenario 3
 Assumption: RE supplies EVs Fossil Fuel Emissions
6
Figure 1. Projected emissions in 2045
Key Results
 Transition Period (100%) only feasible in Scenario 3
 Assumption: RE supplies EVs Fossil Fuel Emissions
7
Emissions Mt CO2
Scenario 1 Scenario 2 Scenario 3
BAU 98 - 98 - 98 -
FFV 93 = 81 = 70 =
CO2 Savings 5 17 28
Table 3. 2013-2045 Sum Total Emissions
Key Results
 Assumption: no RE  Grid Emissions
8
Emissions Mt CO2
Scenario 1 Scenario 2 Scenario 3
BAU 98 - 98 - 98 -
FFV 93 = 81 = 70 =
CO2 Savings 5 17 28
Grid CO2 emissions 5 17 27
Table 3. 2013-2045 Sum Total Emissions
Figure 2. Oahu’s ‘Stuck in the Middle’ electricity demand with added EV demand
 18%
Key Results
 Assumption: no RE  Grid Emissions
9
Emissions Mt CO2
Scenario 1 Scenario 2 Scenario 3
BAU 98 - 98 - 98 -
FFV 93 = 81 = 70 =
CO2 Savings 5 17 28
Grid CO2 emissions 5 17 27
Table 3. 2013-2045 Sum Total Emissions
10
Results Interpreted
 January 2015 EVs
 Reality: 2,382
 Projected: 6,600 (S1); 18,200 (S2); 29,000 (S3)
 0.19% EV fleet contribution 2013
 HCEI analysis Booz Allen Hamilton (2008) reductions from BAU
 EV uptake rate (69%)  4.3 Mt CO2 by 2030 (HI)
 Scenario 3 (54%)  1.71 Mt CO2 by 2045 (Oahu)
 Grid Carbon Intensity  Scenario 3
 Oahu must consider infiltration rates >54% to reduce GHGs
 HB 623 great potential for EV adoption
Assumptions and Limitations
 Datasets
 Fleet data did not differentiate between exempt vehicles
 7% variation between taxed
 IRP ‘Stuck in the Middle’  Blazing a bold frontier (HB 623)
 Vehicle Turnover Rate: 0.4% (linked with population growth)
 IRP: annual growth rate for vehicles 4%
 HCEI: 5% annually
 Underestimated, but operational?
 ‘No RE’  9% renewables currently Oahu (21% HI)
 Fuel data show EVs on a rise, while gasoline vehicles
decreasing average 1.1% each month
11
Orkney
Hawai’iKnowledge Share
Scotland -- Hawai’i
 Infiltration rates
 Transition Period
 Best practices (state-wide
and internationally)
 Hawai’i limitations
 Petroleum dependent
 Requires coupled RE
generation
 Demand over potential
12
Conclusions
Figure 3. Electricity potential supply and demand (GWh)
 Caveats
 Smaller population
 Net exporter of RE
 CO2 reporting
1. Research required
 RE coupling + Grid connectivity
 Financial implications and incentives
2. CO2 emitted from utility sector nearly negated
potential CO2 savings
3. Transition Period to 100%: Rate >54%
4. HB 623 (100% RE by 2045)
 Potential to save: 5, 17 and 28 Mt CO2
13
Conclusions: take-homes
Thank you!
Katelin Hanson

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Electrifying Surface Transport in Oahu Saves CO2

  • 1. Electrifying Surface Transport: in Oahu, Hawai'i Katelin Hanson August 2015 Dissertation for MSc in Carbon Management
  • 2. Presentation Overview  Context: Knowledge Share  Inputs and Methodology  Key Findings  Conclusions  Recommendations  Take-Homes
  • 3. Context ScotlandHawai’i  Edinburgh Centre for Carbon Innovation (ECCI)  Orkney Electric Future project  Global outlook  Increased EV rollout  Free parking + HOV  Target 100% renewable energy by 2045  Economic benefits  63% State’s surface transport 1 Aim determine CO2 savings from surface electrification in Oahu, Hawai’i Knowledge Share
  • 4. Research Gaps  Scotland: 100% renewable by 2020  Hawai’i: 100% renewable by 2045 Gaps: 1. Added electricity to the grid and 2. Associated emissions 3. Decreased emissions from fossil fuel vehicles 2
  • 5. Methodology: Setup  Datasets: Oahu-specific  Fleet Projections  2013 Taxed and Exempt Vehicles  Emission Projections  Fuel-Type: ‘Passenger’ and ‘Freight’ 3 Vehicle % Oahu’s Fleet Cars 82% LGVs 13% Motorcycles 3% HGVs 1.7% Buses 0.3% Table 1. Framework categories  Scenario projections 2013-2045  Scenario 1: low uptake 10%  Scenario 2: moderate uptake 33%  Scenario 3: high uptake 54%  Transition Period to 100% electrification (Cars and LGVs)  Caveat: case sensitive
  • 6. 4 Methods Vehicle Type Scenario 1 2045 Scenario 2 2045 Scenario 3 2045 Electric Cars 81,000 267,000 436,000 LGVs 12,000 41,000 66,000 Fossil Fuel Cars 727,000 541,000 372,000 LGVs 111,000 82,000 57,000 Total Fleet (BAU) 931,000 931,000 931,000 Projections Passenger and LGVs from 2013-2045  Forecasted Population  Vehicle per capita rate  Back trajectory Fossil Fuel Emissions  Fuel type and emission factors Table 2. Scenario Projections, rounded values
  • 7. 5 Methods Projections Passenger and LGVs from 2013-2045  Forecasted Population  Vehicle per capita rate  Back trajectory Fossil Fuel Emissions  Fuel type and emission factors Grid Emissions Calculations Electricity Demand from EVs  Vehicle Miles Travelled (8, 760 mi/yr)  Average conversion rate (0.32 kWh/mi)
  • 8. Key Results  Transition Period (100%) only feasible in Scenario 3  Assumption: RE supplies EVs Fossil Fuel Emissions 6 Figure 1. Projected emissions in 2045
  • 9. Key Results  Transition Period (100%) only feasible in Scenario 3  Assumption: RE supplies EVs Fossil Fuel Emissions 7 Emissions Mt CO2 Scenario 1 Scenario 2 Scenario 3 BAU 98 - 98 - 98 - FFV 93 = 81 = 70 = CO2 Savings 5 17 28 Table 3. 2013-2045 Sum Total Emissions
  • 10. Key Results  Assumption: no RE  Grid Emissions 8 Emissions Mt CO2 Scenario 1 Scenario 2 Scenario 3 BAU 98 - 98 - 98 - FFV 93 = 81 = 70 = CO2 Savings 5 17 28 Grid CO2 emissions 5 17 27 Table 3. 2013-2045 Sum Total Emissions Figure 2. Oahu’s ‘Stuck in the Middle’ electricity demand with added EV demand  18%
  • 11. Key Results  Assumption: no RE  Grid Emissions 9 Emissions Mt CO2 Scenario 1 Scenario 2 Scenario 3 BAU 98 - 98 - 98 - FFV 93 = 81 = 70 = CO2 Savings 5 17 28 Grid CO2 emissions 5 17 27 Table 3. 2013-2045 Sum Total Emissions
  • 12. 10 Results Interpreted  January 2015 EVs  Reality: 2,382  Projected: 6,600 (S1); 18,200 (S2); 29,000 (S3)  0.19% EV fleet contribution 2013  HCEI analysis Booz Allen Hamilton (2008) reductions from BAU  EV uptake rate (69%)  4.3 Mt CO2 by 2030 (HI)  Scenario 3 (54%)  1.71 Mt CO2 by 2045 (Oahu)  Grid Carbon Intensity  Scenario 3  Oahu must consider infiltration rates >54% to reduce GHGs  HB 623 great potential for EV adoption
  • 13. Assumptions and Limitations  Datasets  Fleet data did not differentiate between exempt vehicles  7% variation between taxed  IRP ‘Stuck in the Middle’  Blazing a bold frontier (HB 623)  Vehicle Turnover Rate: 0.4% (linked with population growth)  IRP: annual growth rate for vehicles 4%  HCEI: 5% annually  Underestimated, but operational?  ‘No RE’  9% renewables currently Oahu (21% HI)  Fuel data show EVs on a rise, while gasoline vehicles decreasing average 1.1% each month 11
  • 14. Orkney Hawai’iKnowledge Share Scotland -- Hawai’i  Infiltration rates  Transition Period  Best practices (state-wide and internationally)  Hawai’i limitations  Petroleum dependent  Requires coupled RE generation  Demand over potential 12 Conclusions Figure 3. Electricity potential supply and demand (GWh)  Caveats  Smaller population  Net exporter of RE  CO2 reporting
  • 15. 1. Research required  RE coupling + Grid connectivity  Financial implications and incentives 2. CO2 emitted from utility sector nearly negated potential CO2 savings 3. Transition Period to 100%: Rate >54% 4. HB 623 (100% RE by 2045)  Potential to save: 5, 17 and 28 Mt CO2 13 Conclusions: take-homes

Editor's Notes

  1. According to the DBEDT (2013), the annual average vehicle miles travelled (VMT) in Oahu in 2013 was 8,706 mi per vehicle, including taxable and exempt vehicles for cars, buses, trucks and motorcycles, Meaning 24 miles per day. According to US DOE Fuel Economy Guide for 2015, the average midsize EV can travel 81 miles per charge. The equation for calculating the emissions included: the Annual VMT (multiplied by) the number of vehicles by fuel type (multiplied by) the emission factor. This resulted in a value for kg emissions, which was converted into a more manageable value in megatonne (Mt)….
  2. According to the DBEDT (2013), the annual average vehicle miles travelled (VMT) in Oahu in 2013 was 8,706 mi per vehicle, including taxable and exempt vehicles for cars, buses, trucks and motorcycles, Meaning 24 miles per day. According to US DOE Fuel Economy Guide for 2015, the average midsize EV can travel 81 miles per charge. The equation for calculating the emissions included: the Annual VMT (multiplied by) the number of vehicles by fuel type (multiplied by) the emission factor. This resulted in a value for kg emissions, which was converted into a more manageable value in megatonne (Mt)….
  3. Limitation, did not account for the 9% of RE. Mainly: wind, solar, biofuel, solid waste
  4. Limitation, did not account for the 9% of RE. Mainly: wind, solar, biofuel, solid waste
  5. Source: Braccio, Finch and Frazier, 2012; Hawaiian Electric Companies, 2013