Impact of Plug-in Hybrids on the Electrical System in the Northwest a preliminary assessment Photo illustration by George Lange, with Michael Miller (Plug) Popular Mechanics 1 We have two modes: Complacency and Panic James Schlesinger 2 1
Credits Dr. Anup Bandivadekar MIT Evaluating the Impact of Advanced Vehicle and Fuel technologies in U.S. Light-duty Vehicle Fleet Michael Kinter-Meyer, Kevin Schneider and Robert Pratt from Pacific Northwest National Lab. Impacts Assessment of Plugin Hybrid Vehicles on Electric Utilities and regional U.S. Power Grid. 3 Background About 230 million passenger and light trucks on the roads today. Vehicles per 1000 people In the US about 800 Compared to Western Europe/Canada- 600 Or China 20 MPG ~ in low 20s 4 2
Changes in Transportation Number of Vehicles (millions) Miles traveled (Trillion) Miles per vehicle 1970 110 1.1 10,303 2005 235 2.9 12,482 5 6 3
7 8 4
Trends in Cost of Transport 9 10 5
Travel Time to Work 70% 60% 50% Percent 40% 30% 20% 10% 0% Less than 30 minutes Between 30 Minutes to an 1 hour Over an hour 11 Description of different options Current options Gasoline system Turbo Diesel hybrid Future options Gasoline Audi Turbo Diesel Turbo Diesel Hybrid plug-in hybrid Battery electric Fuel Cell Hyundai s Fuel Cell 12 GM Volt Tesla s Battery electric car 6
Barriers to new alternative fueled vehicles Demand High first cost for vehicle Fuel storage/limited range Reliability and durability Lack of refueling infustructure Market entry barriers (high entry cost) High discount factors and risk aversion 13 Barriers to new alternative fueled vehicles Supply side constraints Lead times for new product line High Capital investment requirements Limitations of critical supply components Global market response / increase in price of components/ backlog 14 7
Simple model Forecast of passenger and light trucks Global Insight Market share fraction ~ 3% to start 26% in 10 years Miles traveled per day ~33 held constant Energy requirement ~ 0.26-0.46 watts/mile (0.3 midsize) Energy efficiency improvement -5% per year Battery size 10 KWh Battery type Lithium-Ion T&D and conversion efficiency losses ~20% Recharge at 110 v 15 amp in 8 hours Recharge at 220 v 30 amp in under 2 hours Assumed 95% recharge off peak, 5% during peak hours Current average MPG for gasoline vehicles 20.2 CO2 emissions for gasoline ~ 1 lb/mile 15 Personal Income (Billions $2000) 450 400 350 300 250 200 150 ID MT OR WA 100 50 0 2029 2027 2025 2023 2021 2019 2017 2015 2013 2011 2009 2007 2005 2003 2001 1999 1997 1995 1993 1991 1989 1987 1985 16 8
2000-2030 New Passenger and Light Trucks 450 400 350 1000s 300 250 200 Or WA ID MT 150 100 50 0 2000 2001 2003 2004 2006 2007 2009 2010 2012 2013 2015 17 2016 2018 2019 2021 2022 2024 2025 2027 2028 2030 Plug-in Hybrids Market share 30% 25% percent of new vehicle market 20% 15% 10% 5% 0% 2010 2011 2012 2013 2014 182015 2016 2017 2018 2019 2020 9
Cumulative New Plug-in Hybrid Vehicles 1,400 1,200 1,000 1000 800 600 400 200 0 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 19 Typical US Commute Distance 35% 30% 25% We assumed 33 miles round trip for our modeling work Percent of Commuters 20% 15% 10% 5% 0% 1-10 11-20 21-30 31-40 41-50 51-60 61-70 >70 Round Trip Miles Traveled 20 10
Assumed Daily Recharge Schedule 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 21 Impact of Plug-in Hybrids on system Load 700 600 Off Peak 500 400 MW 300 200 100 Peak - 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 22 11
Modeling Storage Opportunities Assumed that 25 MW of storage can placed in the Plug-in vehicles. Charge period Discharge Period Assumed efficiency 23 Implications of Hybrids 2020 MID C prices (annual mean) Base case - $71.42 /MWh With Plug-ins - $ 72.07/MWh With Plug-in and V2G- $65.27/MWH Discharge period price $70.30 Recharge period price $54.60 Power Plant CO2 Emissions (WECC wide) Base case - 475 million tons With Plug-ins - 476 million tons With Plug-in and V2G- 444 million tons 24 12
Preliminary results from Aurora Increased Load CO2 reduction Increase in off peak prices 25 Incorporating Plug-in Hybrids Plug-in hybrid characteristics will be incorporated into Energy2020 model Penetration rates can be exogenously set or endogenously determined. V2G will be incorporated into Aurora model. 26 13