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SMART Mobility Connected and Automated Vehicles Capstone Report
7/22/2020
The U.S. Department of Energy’s Systems and Modeling for Accelerated Research in Transportation (SMART) Mobility Consortium is a multiyear, multi-laboratory collaborative, managed by the Energy Efficient Mobility Systems Program of the Office of Energy Efficiency and Renewable Energy, Vehicle Technologies Office, dedicated to further understanding the energy implications and opportunities of advanced mobility technologies and services. The first three-year research phase of SMART Mobility occurred from 2017 through 2019 and included five research pillars: Connected and Automated Vehicles, Mobility Decision Science, Multi-Modal Freight, Urban Science, and Advanced Fueling Infrastructure. A sixth research thrust integrated aspects of all five pillars to develop a SMART Mobility Modeling Workflow to evaluate new transportation technologies and services at scale.
This report summarizes the work of the Connected and Automated Vehicles (CAVs) Pillar. This Pillar investigated the energy, technology, and usage implications of vehicle connectivity and automation and identified efficient CAV solutions.
Authors: Rask,E.; Auld, J.; Bush, B.; Chen,Y.; Freyermuth, V.; Gohlke, D.; Gonder, J.; Greenblatt, J.; Han, J.; Holden, J.; Islam, E.; Javanmardi, M.; Jeong, J.; Karbowski, D.; Kim, N.; Lammert, M.; Leiby, P.; Lin, Z.; Lu, X.; Mohammadian, K.; Parsa, A.; Rios-Torres, J.; Rousseau, A.; Shabanpour, R.; Shladover, S.; Shen, D.; Shirk, M.; Stephens, T.; Sun, B.; Verbas, O.; Zhang, C.
Levelized Cost of Charging Electric Vehicles in the United States
7/15/2020
The cost to charge an electric vehicle (EV) varies depending on the price of electricity at different charging sites (home, workplace, or public), vehicle use, region, and time of day, and for different charging power levels and equipment and installation costs. This paper provides a detailed assessment of the 2019 levelized cost of light-duty PEV charging in the United States, considering the purchase and installation costs of charging equipment and electricity prices from real-world utility tariffs.
Authors: Borlaug, B.; Salisbury, S.; Gerdes, M.; Muratori, M.
Notes:
This Joule article (Vol. 4, Issue 7, (July 2020): pp. 1470-1485) is copyrighted by Elsevier Inc. and can be accessed through Science Direct.
Plug-In Electric Vehicle Showcases: Consumer Experience and Acceptance
7/2/2020
In 2016 the U.S. Department of Energy's (DOE) Office of Energy Efficiency and Renewable Energy's Vehicle Technologies Office (VTO) announced three awardees to hold plug-in electric vehicle (PEV) showcases to demonstrate available technologies and provide a hands-on consumer experience at conveniently located, brand-neutral settings. The events varied in style from long term stationary storefront settings to weekend events at a variety of regional venues. Attendees could interact with the technology through ride-and-drives and longer-term test drives. The events began in the spring of 2017 and continued through 2019.
Authors: Singer, M.
Electric Vehicles at Scale - Phase I Analysis: High Electric Vehicle Adoption Impacts on the Western U.S. Power Grid
7/1/2020
The use of plug-in electric vehicles (PEVs) in the United States has grown significantly during the last decade. Pacific Northwest National Laboratory performed a study on how PEVs at scale affect the electric grid as an aggregated new load. The Phase I study focused on the bulk power electricity impacts on the Western grid. This analysis addresses the following two key questions: 1) Are there sufficient resources in the U.S. bulk power grid to provide the electricity for charging a growing PEV fleet? and 2) What are the likely operational changes necessary to accommodate a growing PEV fleet?
Authors: Kintner-Meyer, M.; Davis, S.; Sridhar, S.; Bhatnagar, D.; Mahserejian, S.; Ghosal, M.
Financial Analysis of Battery Electric Transit Buses
6/10/2020
A baseline bus fleet and battery electric bus investment scenario was developed based on the average or common parameters of existing battery electric bus (BEB) fleets. A discounted cashflow analysis was done that found the baseline fleet to have a net present value of $785,000 and simple payback of 3.3 years. The 33 main parameters were then swung ±50% to determine their relative influence on NPV and were ranked accordingly. Then parameter volatility was estimated by dividing the range of observed values by the baseline value. The parameters that are most influential and volatile were highlighted as the ones fleet managers should focus on when determining if BEBs are a good investment option for them. These top parameters are 1) BEB purchase price, 2) purchase price of foregone diesel bus, 3) grant amount, 4) maintenance costs of foregone diesel bus, 5) annual vehicle miles traveled.
Authors: Johnson, C.; Nobler, E.; Eudy, L.; Jeffers, M.
The Automated Mobility District Implementation Catalog – Insights from Ten Early-Stage Deployments
6/1/2020
Major disruptive technologies are set to redefine the way in which people view travel, particularly in dense urban areas. Already, ride-hailing services have redefined mobility expectations of a new generation of urban dwellers in some places around the country. Over the next few decades, the proliferation of automated vehicles1 (AVs), will be enhanced by the next generation of shared mobility. This combination of AV operations with on-demand service will provide convenience of mobility similar to that being exhibited in today’s transportation networking companies (TNCs). Shared, automated, public mobility resulting from the cross- hybridization of AVs with on-demand mobility service will bring economic and system efficiencies. Economic efficiencies may be realized by less vehicle ownership and more vehicle “usership.” Many companies are already exploring avenues for shared automated mobility through fleet operations as the wave of the future.
Authors: Young, S.; Lott J. S.
Assessment of Light-Duty Plug-In Electric Vehicles in the United States, 2010-2019
6/1/2020
This report examines properties of plug-in electric vehicles (PEVs) sold in the United States from 2010 to 2019, exploring vehicle sales, miles driven, electricity consumption, petroleum reduction, vehicle manufacturing, and battery production, among other factors. Over 1.4 million PEVs have been sold, driving over 37 billion miles on electricity since 2010, thereby reducing national gasoline consumption by 0.34% in 2019 and 1.4 billion gallons cumulatively through 2019. In 2019, PEVs used 4.1 terawatt-hours of electricity to drive 12.7 billion miles, offsetting 470 million gallons of gasoline. Since 2010, 69% of all PEVs have been assembled in the United States, and over 60 gigawatt-hours of lithium-ion batteries have been installed in vehicles to date.
Authors: Gohlke, D.; Zhou, Y.
West Coast Clean Transit Corridor Initiative
6/1/2020
Electric utility companies in the West Coast states of California, Oregon, and Washington have conducted the West Coast Clean Transit Corridor Initiative (WCCTCI) study to assess the charging infrastructure medium- and heavy-duty electric trucks will need as they travel along the approximately 1,300-mile-long Interstate 5 (I-5) corridor and interconnecting highways. This report documents the study findings, and provides background information on regulations, policies, and programs pertaining to vehicle electrification efforts, trends in the electric truck market, and truck traffic volumes and trucking facilities along I-5. The lessons learned from the WCCTCI can be applied to other regions and routes across the rest of the nation.
Foundations of an Electric Mobility Strategy for the City of Mexicali
5/4/2020
The Foundations of an Electric Mobility Strategy for the city of Mexicali aligns with numerous energy, environmental, and transport plans and will help Mexicali meet multiple related goals. Mexicali’s energy mix, with 28% renewables, already enables plugin electric vehicles (PEVs) to reduce the mass of greenhouse gases (GHGs) per km driven 2/3 below that of their conventional counterparts. This GHG benefit will increase should Mexicali take steps to further increase their share of renewables in their electricity supply. Beyond increasing renewables, Mexicali could possibly deploy PEVs so that electric load is added in the right location (depending on further analysis of substations and feeders) and at the right time (between 21:00 and 11:00) in order to minimize grid upgrade costs. There are a handful of charge timing control mechanisms –at various stages of development– that Mexicali could implement. Transport electrification can facilitate mass transit by powering buses, trains, and small vehicles that get people from their homes or work to the transit stations and vice versa. Mexicali could utilize fleets as early PEV adopters in order to gain acceptance and add electric vehicle supply equipment (EVSE). Recommended prioritization of different types of fleets are suggested in this report: transit buses, school buses, airport ground support equipment (GSE), refuse trucks, taxis, shuttle buses, campus vehicles, delivery trucks, utility trucks, and finally semitrailers. There are a handful of policy options that Mexicali could use to incentivize fleets to purchase PEVs, including mandates, economic incentives, energy performance contracts, waivers to access restrictions, electricity discounts, and EVSE requirements in building codes. Mexicali’s taxi fleet was an early adopter of PEVs and had experienced some challenges—mostly related to the insufficient range of the taxis due to hot weather.
Authors: Johnson, C.; Nanayakkara, S.; Cappellucci, J.; Moniot, M.
EV Charging Interoperability Recommendations for State Policymakers
5/1/2020
In the context of the electric vehicle charging ecosystem, the term “interoperability” broadly refers to the compatibility of key system components that allow vehicles, charging stations, charging networks, and the grid to exchange information, communicate effectively and work together as part of a seamless charging system. Interoperability is essential to the optimal functioning of the charging network. This document offers recommendations for state policy makers to promote widespread interoperability through state electric vehicle supply equipment grant and procurement contracts or the development of market-wide requirements for public chargers.
Public Electric Vehicle Charging Business Models for Retail Site Hosts
4/29/2020
As the passenger plug-in electric vehicle (PEV) market grows in the United States, public PEV charging stations will become increasingly important to serve the charging needs of millions of drivers. For retailers, PEV charging stations offer an opportunity to produce new revenue streams or expand on existing ones while also advancing broader efforts to reduce global greenhouse gas emissions. This brief provides an overview of PEV market growth and the role of public charging options, along with the potential benefits to retailers of hosting PEV charging infrastructure.
Authors: Satterfield, C.; Nigro, N.
Development and Demonstration of a Class 6 Range-Extended Electric Vehicle for Commercial Pickup and Delivery Operation
4/14/2020
Range-extended hybrids are an attractive option for medium- and heavy-duty commercial vehicle fleets because they offer the efficiency of an electrified powertrain with the driving range of a conventional diesel powertrain. The vehicle essentially operates as if it was purely electric for most trips, while ensuring that all commercial routes can be completed in any weather conditions or geographic terrain. Fuel use and point-source emissions can be significantly reduced, and in some cases eliminated, as many shorter routes can be fully electrified with this architecture.
Authors: Jeffers, M.A.; Miller, E.; Kelly, K.; Kresse, J.; Li, K.; Dalton, J.; Kader, M.; Frazier, C.
Notes: This report is copyrighted and can be accessed through SAE International in United States website.
Right-of-Way Charging: How Cities Can Lead the Way
4/1/2020
As transportation electrification accelerates, right-of-way charging, or the installation of electric vehicle chargers in the areas between neighboring properties, will be critical for meeting charging demand. This report outlines the case for right-of-way charging and the strategic approach that cities can take to implement right-of-way charging in their communities, outlining strategic approaches, barriers and challenges for implementation, best practices for designing right-of-way charging programs, and case studies of municipal right-of-way charging projects.
Guidebook for Deploying Zero-Emission Transit Buses
4/1/2020
The zero‐emission bus market, including electric buses and fuel cell electric buses, has seen significant growth in recent years. Zero-emission buses do not rely on fossil fuels for operation and have zero harmful tailpipe emissions, improving local air quality. The increase in market interest has also helped decrease product pricing. This guidebook is designed to provide transit agencies with information on current best practices for zero-emission bus deployments and lessons learned from previous deployments, industry experts, and available industry resources.
Authors: Linscott, M.; Posner, A.
Notes: This report is copyrighted and can be accessed through the National Academy of Sciences website.
Charging Infrastructure Requirements to Support Electric Ride-Hailing in U.S. Cities
3/24/2020
This working paper assesses the charging infrastructure needs to support the growth of electric ride-hailing in U.S. cities. The analysis quantifies the amount and type of infrastructure needed and specifically analyzes the extent to which electric ride-hailing fleets can take advantage of underutilized public charging infrastructure capacity.
Authors: Nicholas, M.; Slowik, P.; Lutsey, N.
Notes:
This copyrighted publication can be accessed on The International Council on Clean Transportation's website.
