research report

Potential Challenges and Research Needs in Reaching 100% Zero Emission Vehicle Sales- A Focus on Plug-in Electric Vehicles

Abstract

This project provides a literature review of research on zero-emission vehicles (ZEVs) which include fuel cell vehicles, battery electric vehicles, and plug-in hybrid electric vehicles, the latter are referred to as plug-in electric vehicles (PEV). In the review, we focus on PEVs due to a lack of literature on fuel cell vehicles. The research team considers buyer and consumer perceptions of PEVs including perceived barriers to PEV adoption, consumer knowledge of PEVs, issues associated with incentives, and issues associated with infrastructure. The aim is to understand potential barriers to higher PEV sales and future research needs relating to PEV adoption. The PEV market shows many signs of becoming more robust. This includes PEV buyer demographics shifting toward the demographics of buyers of all types of new cars and improvements in PEV technology. Some challenges may remain, however. These include understanding the needs of households without home charging, engaging female car buyers in PEVs, engaging more of the general population in the PEV transition, substantially reducing PEV purchase prices, and incentive discontinuities potentially impacting adoption. Finally, disparities in rebate allocation, infrastructure deployment, and PEV sales indicate the transition is not yet equitable. This may require specific policy actions to address.

policy brief

eTranSym: A Tool for Gap Assessment and Demand Profile Projection of Public Charging Infrastructure in Electrified Transportation Systems

Abstract

Transportation systems are undergoing a fundamental transition toward electrification. The shift to electrification, characterized by the widespread adoption of electric vehicles (EVs), the expansion of charging infrastructure, and the integration of renewable energy sources, has the potential to yield significant societal benefits. These include climate change mitigation, alleviation of air pollution, and enhancements in overall human well-being. However, the existing infrastructure related to transportation electrification, particularly in the domain of public chargers, remains inadequate to support this sweeping transition. This insufficiency has led to inconvenient EV charging experiences, impeded the establishment of a comprehensive nationwide charger network, and resulted in disparities in charging accessibility across diverse communities. To meet the increasing charging requirements of EVs and facilitate a seamless transition to electrified transportation, this study introduces a comprehensive analytical tool known as eTranSym. eTranSym is intended to address the following critical questions through its implementation in Los Angeles County: 1. How does the electrification process create public charging needs at the system and census tract levels?2. How do variations in travel demand and network functional supply impact the projection of public charging needs?3. How does the spatial-temporal distribution gap of charging infrastructure affect accessibility, especially in low-income and disadvantaged communities (DACs)?

research report

Fuel-cell Vehicle and Hydrogen Transitions in California: Scenarios, Cost Analysis, and Workforce Implications

Abstract

California is moving toward developing a full renewable clean hydrogen system with its ARCHES hydrogen partnership approved for funding by the Biden Administration and the US Department of Energy’s hydrogen hubs program. The transition in California will include adopting hydrogen fuel cell electric vehicles (FCEVs) in the light-duty and heavy-duty vehicle markets, however, there are major uncertainties in how fast these markets can develop. The roll-out of FCEVs will affect how fast hydrogen supply and distribution systems for these markets will need to be built. Aligning supply, station construction, and FCEV purchases remains an on-going “chicken-or-egg” challenge. The cost of investments per-unit cost of hydrogen produced and reaching consumers are major concerns. This report explores the build-out of a hydrogen fuel distribution system including uptake of light-, medium-, and heavy-duty fuel cell electric vehicles. It includes an analysis of a base case and high case scenarios covering costs of building and operating a hydrogen vehicle and fuel system as well as an estimate of workforce impacts. The base case scenario assumes 125,000 vehicles by 2030, and the high case scenario assumes 250,000 vehicles by 2030. Vehicle and station investment costs associated with the base Case reach anywhere from $4 to 12 billion USD by 2030 and increase by a factor of eight by 2045. Costs per kilogram (kg) of hydrogen, including fuel transmission to stations and station costs delivered to vehicles, could be in the range of $4 to 8 per kg. This becomes $6 to 10/kg as a final delivered cost, if production of hydrogen were to cost $2/kg. Workforce impacts in the base case include 600 to 2,200 jobs created by 2030, rising rapidly thereafter.

policy brief

Is Housing Affordability Associated with Shorter Commutes for Low-income Workers?

Abstract

Housing prices have increased at an alarming rate: In 2000, the average price of a house in the U.S. was about $212,000; by the end of 2022, it was more than $552,000. Rising housing prices in dense urban areas, in particular, may place significant constraints on the residential location of low-income households and, in so doing, limit their ability to live in neighborhoods with suitable employment. Such dynamics are particularly acute in coastal areas, where limited housing supply amidst high housing demand have pushed up housing prices compared to inland areas. The growing affordable housing crisis has motivated many low-income households of color to seek lower-cost housing in the outer reaches of metropolitan areas, potentially helping to explain recent increases in commute distance. Long-distance commutes can place a heavy time and cost burden on families with the fewest resources; they also can have negative effects on health as well as the environment.

In this study, the research team examined the relationship between housing affordability and commute distance within two adjacent and diverse Southern California metropolitan areas: the Los Angeles-Orange MSA (characterized by higher costs, coastal location, older, more urban) and the Riverside-San Bernardino MSA (marked by lower costs, inland location, newer, more suburban). Drawing on data from the 2015 Longitudinal Employer-Household Dynamics Origin-Destination Employment Statistics dataset and the 2017 5-year American Community Survey, our research centers on the role of “jobs-housing fit,” whether the commutes of low-wage workers are shorter in neighborhoods with a higher ratio of low-wage jobs relative to the number of rental units affordable to low-wage workers.

published journal article

What Is the Connection? Understanding Shared Micromobility Links to Rail Public Transit Systems in Major California Cities

Abstract

As shared micromobility (bikes and scooters) has proliferated throughout urban areas, there has been growing interest in how it facilitates connections with rail transit systems. This study explores the magnitude of interactions between shared micromobility and rail public transit systems using shared micromobility trip data and rail transit schedule data. We evaluate over one million trips from October 2019 to February 2020 in four California cities (San Francisco, Los Angeles, Sacramento, and San Jose) and develop criteria to identify trips connecting to rail transit. These include spatial and temporal rules, such as whether a trip starts/terminates close to public transit stations and whether a trip takes place when transit systems are operating. The criteria are examined via sensitivity analyses. The results indicate the degree of interaction between rail public transit and shared micromobility varies across cities and systems (i.e., docked/dockless). Most connections take place in the downtown or around public transit hubs. About 5–20% of all shared micromobility trips are identified as accessing or egressing from rail transit. These connecting trips exhibit commute-driven patterns and greater measured velocities. We conclude by examining the applicability of incorporating schedule information into the identification process of shared micromobility trips connecting to rail transit systems.

conference paper

Facilitating Micromobility for first and Last Mile Connection with Public Transit through Environmental Design: A Case Study of California Bay Area Rapid Transit Stations

Abstract

Micromobility has the potential to reduce greenhouse gas emissions, traffic congestion, and air pollution, particularly when replacing private vehicle use in conjunction with public transit for first- and last-mile travel. The design of the built environment in and around public transit stations plays a key role in the integration of public transit and micro-mobility. This research presents a case study of rail stations in the California Bay Area, which are in the operation zone of seven shared micro-mobility operators. Nineteen stations and their surroundings were surveyed to inventory design features that could enable or constrain the use of micromobility for first- and last-mile access. Shared mobility service characteristics, crime records, and connections to underserved communities were also documented. Key design solutions were identified based on the findings, including protected bike lanes, increased shared bike and scooter fleet size and service area, and clear signage indicating parking corral and docking points.

blog

How Can Cities Ensure EV Charging Accessibility for Lower-Income Drivers?

blog

Pilot Programs Aim to Address Gaps in Transportation Access

Publication Date

July 12, 2022

Author(s)

Angela Sanguinetti, Eli Alston-Stepnitz, Mollie Cohen D'Agostino

published journal article

Large-scale Public Charging Demand Prediction with a Scenario- and Activity-Based Approach

Abstract

Transportation system electrification is expected to bring millions of electric vehicles (EVs) on the road within decades. Accurately predicting the charging demand is necessary to accommodate the surge in EV deployment. This paper presents a novel modeling framework to predict the public charging demand profile derived from people’s travel trajectories, with the consideration of the demand and supply stochasticity of transportation systems and the charging behavior heterogeneity of EV users. The vehicle charging decision-making process is explicitly modeled, and the charging need of each EV user is estimated associated with their travel trajectories. The methodology enables charging demand prediction with a high spatial-temporal resolution for transportation system electrification planning. A case study was conducted in Los Angeles County to predict the demand for public charging facilities in 2035 and perform corresponding spatial-temporal analysis of EV public charging under various scenarios of future electrification levels and network conditions.