policy brief

Electrifying Ridehailing: Drivers’ Charging Practices and Electric Vehicle Characteristics Predict the Intensity of Electric Vehicle Use

Abstract

Electrifying ridehailing services provided by transportation network companies (TNCs) can reduce climate-altering emissions and air pollution and provide cost savings on fuel and maintenance to TNC drivers. Policy levers have emerged to nudge the industry in this direction. California’s Senate Bill 1014 establishes a “clean miles standard” requiring an increasing percentage of ride-hailing services be provided by zero-emissions vehicles such as plug-in hybrid electric vehicles (PHEVs) and battery electric vehicles (BEVs)—together referred to as plug-in vehicles (PEVs). This can be achieved by increasing the number of TNC drivers using BEVs and PHEVs, and by increasing the electric miles PHEV drivers travel.

policy brief

Electrifying Ridehailing: Characteristics and Experiences of Transportation Network Company Drivers Who Adopted Electric Vehicles Ahead of the Curve

Abstract

Electrifying ridehailing services provided by transportation network companies (TNCs) such as Uber and Lyft can reduce greenhouse gas emissions and air pollution and provide cost savings on fuel and maintenance to TNC drivers. Policy levers have emerged to nudge the industry in this direction. California’s Senate Bill 1014 establishes a “clean miles standard” requiring that an increasing percentage of ridehailing services be provided by zero-emissions vehicles such as plug-in hybrid electric vehicles (PHEVs) and battery electric vehicles (BEVs)—together referred to as plug-in electric vehicles (PEVs). Because TNC drivers operate their personal vehicles, government and industry must accelerate PEV adoption among TNC drivers to achieve this goal.

research report

Life Cycle Assessment of Environmental and Economic Impacts of Deploying Alternative Urban Bus Powertrain Technologies in the South Coast Air Basin

Abstract

To aid in addressing issues of air quality and greenhouse gas (GHG) emissions in the South Coast Air Basin, local transit agencies are considering a shift to battery electric buses (BEBs) and hydrogen fuel cell electric buses (FCEBs). Each of these options varies in their overall effectiveness in reducing different emission types over their life cycle, associated life cycle costs, ability to meet operational needs of transit agencies, and life cycle environmental footprint. This project carried out a lifecycle-based analysis and comparison of the GHG emissions, criteria pollutant emissions, and other environmental externalities associated with BEBs and FCEBs, taking into account their ability to meet the operational constraints of the Orange County Transportation Authority. From an environmental footprint perspective, this study found the following. First, both FCEBs and long-range BEBs have comparable impacts on global warming potential and particulate matter formation but when the FCEBs were fueled using renewable hydrogen. Second, using electricity from the current California grid mix to drive electrolysis to produce hydrogen for FCEBs produced only marginal benefits compared to current natural-gas-fueled vehicles due to the low supply chain efficiency of this pathway. Third, the mining of precious metals is a major contributor to environmental footprint categories for both BEBs and FCEBs. Fourth, both FCEVs and long-range BEBs provide significant reductions in environmental footprint compared to conventional diesel and natural gas buses. From a cost perspective, this study found the following. First, with current-day cost inputs, FCEBs and BEBs have comparable total costs of ownership, but both have slightly higher costs than diesel and natural gas buses. Second, FCEBs have an equivalent total cost of ownership to BEBs when the electricity rate for charging is $0.24/kWh. Higher values render FCEBs as the cheaper option and lower values render BEBs as the cheaper option. Second, the total cost of ownership of these technologies is highly sensitive to electricity costs, and the rapid evolution of the electricity system has strong implications for the economic comparison between BEBs and FCEBs. Overall, this study finds that while both FCEBs and BEBs provide life-cycle environmental benefits, further cost reductions in electricity rates and initial purchase costs are needed to achieve total cost of ownership parity with conventional bus powertrains. With the rapid evolution of the electricity system and falling costs for renewable electricity resources, these cost reductions may occur in the near future.

research report

How to Evaluate and Minimize the Risk of COVID-19 Transmission within Public Transportation Systems

Abstract

During the COVID-19 outbreak, serious concerns were raised over the risk of spreading the infection on public transportation systems. As the pandemic recedes it will be important to determine optimal timetable design to minimize the risk of new infections as systems resume full service. In this study, the research team developed an integrated optimization model for service line reopening plans and timetable design. The model combines a space-time passenger network flow problem and compartmental epidemiological models for each vehicle and platform in the transit system. The algorithm can help policymakers to design schedules under COVID-19 more efficiently. The report develops an optimized timetable for the Bay Area Rapid Transit system. The team found that if passengers choose other modes of transportation when closing part of the system or decreasing the frequency of service can prevent the spread of infections, otherwise, if passengers choose to use the closest open station, closings will lead to longer waiting times, higher passenger density and greater infection risk. The researchers found that the goal of stopping the spread of infection could be achieved by minimizing the total delay when infections were similar in different districts across the service area. Where infection rates are different in different districts, minimizing the risk of exposure can be achieved by minimizing weighted travel time where higher weights are applied to areas where the infection rate is highest.

research report

Using Automated Vehicle (AV) Technology to Smooth Traffic Flow and Reduce Greenhouse Gas Emissions

Abstract

Passenger and heavy-duty vehicles make up 36% of California’s greenhouse gas (GHG) emissions. Reducing emissions from vehicular travel is therefore paramount for any path towards carbon neutrality. Efforts to reduce GHGs by encouraging mode shift or increasing vehicle efficiency are and will continue to be, a critical part of decarbonizing the transportation sector. Emerging technologies are creating an opportunity to reduce GHGs. Human driving behaviors in congested traffic have been shown to create stop-and-go waves. When waves form, cars periodically slow down (sometimes to a stop) and then speed back up again; this repeated braking and accelerating leads to higher fuel consumption, and correspondingly increasing GHG emissions. Flow smoothing, or the use of specially designed adaptive cruise controllers to dissipate these waves, can reduce the fuel consumption of all the cars on the road. By keeping all vehicles at a constant speed, flow smoothing can minimize system-wide GHG emissions. This report presents the results of flow smoothing when used in simulation, discusses current work on implementing flow smoothing in real highways, and presents policy discussions on how to support flow smoothing.

policy brief

How Might Adjustments to Public Transit Operations Affect COVID-19 Transmission?

Abstract

During the COVID-19 pandemic, public transportation systems worldwide faced many challenges, including significant loss of ridership. Public agencies implemented various COVID-19-related policies to reduce transmission, such as reducing service frequency and network coverage of public transportation. Recent studies have examined the effectiveness of these policies but reach different conclusions due to varying assumptions about how passengers may react to service changes.

policy brief

Refueling Behavior of California Fuel Cell Vehicle Drivers

Abstract

California has a goal of reaching 100% zero emission vehicle (ZEV) sales by 2035. Most ZEV sales to date have been plug-in electric vehicles, with fuel cell electric vehicles (FCEVs) making up only around 1% of ZEV sales. The market for FCEVs may be constrained because, unlike plugin electric vehicles, FCEVs need an entirely new refueling infrastructure network. To date, only 48 hydrogen refueling stations are operational in California. This number will need to increase substantially for FCEVs to become a viable option for consumers. Researchers at the University of California, Davis surveyed more than 700 FCEV drivers about their use of hydrogen fueling stations in California to understand consumer preferences and inform the development of future hydrogen infrastructure.

research report

Investigating Hydrogen Station Use and Station Access in California Using a Survey of Fuel Cell Vehicle Drivers

Abstract

California has set a goal of reaching 100% zero-emission vehicle (ZEV) sales by 2035. Most ZEV sales to date have been battery electric vehicles (BEVs) or plug-in hybrid electric vehicles (PHEVs), while fuel cell electric vehicles (FCEVs) make up only a small portion of ZEV sales. The market for FCEVs may be partially constrained because, unlike battery electric vehicles and plug-in hybrid electric vehicles, they cannot use any existing infrastructure. This research investigates FCEV driver’s use of hydrogen stations in California (of which there are 47 in operation) with the goal of informing the development of hydrogen infrastructure. Hydrogen station use was studied using results from a 2017 survey of 395 fuel cell electric vehicle (FCEV) owners and a 2018 survey of 328 FCEV owners. The results show FCEV drivers use on average 2.4 hydrogen stations. The average shortest distance FCEV owners would need to travel from home, work, or their commute to a hydrogen refueling station was 10 miles. Those whose most-used station was not the closest station available were more likely than those whose most-used station was the closest to use renewable hydrogen, suggesting that some drivers may prefer renewable hydrogen. Currently, the percentage of California census block groups with one, two, and three hydrogen stations within 10 miles of households are 52.4%, 25.6%, and 22.5%; these census block groups are concentrated primarily in large metropolitan areas. Finally, 70% of FCEV owners said they would not have purchased the vehicle if their primary station had not been available, pointing to the importance of station availability to FCEV adoption.

research report

Guardrails on Priced Lanes: Protecting Equity While Promoting Efficiency

Abstract

Can congestion pricing be implemented in a way that protects vulnerable residents of California? This report examines that question from two perspectives. First, we empirically estimate the size of the vulnerable population likely to be impacted if congestion pricing were introduced on California’s urban freeways. The research team’s estimates suggest that 13% of households, as a result of their low incomes and current travel habits, might be unduly burdened by a freeway tolling program in California. Second, we consider ways to mitigate these burdens. In particular, we compare freeway use to the use of other metered network infrastructure, like electricity grids or water systems. The research suggests that assistance programs from these utilities provide a useful model for protecting low-income drivers from road prices, and further notes that policymakers would be less constrained in progressively redistributing congestion toll revenue than they would be in redistributing utility revenue.

policy brief

Creating Dark, Quiet Paths for Wildlife Approach to Highway Crossing Structures

Publication Date

April 15, 2022

Author(s)

Aaron Bass, Adetayo Oke, David Waetjen, Fraser Shilling, Sean McDowell, Travis Longcore, Winston Vickers

Abstract

Transportation and other agencies and organizations are increasingly planning and building under- and over-crossing structures to allow wildlife to traverse busy highways. Research has shown that traffic noise and light can impede wildlife species from using these structures. However, existing guidance in the field of wildlife crossing design inadequately addresses how structural and vegetation elements can be used to reduce such disturbance. If wildlife is hesitant to or refuses to approach structures due to noise, light, and other factors, then the structures may have a much lower benefit-to-cost ratio than expected. To help address this gap in guidance for design, a research team led by UC Davis used field measurements and modeling of light and noise from traffic to inform and test wildlife crossing designs. The researchers developed wildlife-responsive designs using berms, barriers, and new paths for two crossings being considered by the California Department of Transportation: 1) the proposed Wallis Annenberg wildlife over-crossing (WAOC) across US 101 in the city of Agoura Hills, and 2) a potential over-crossing across Interstate 15, south of the City of Temecula (TOC). The researchers identified key limitations and opportunities for each design approach and concluded that creating “dark and quiet paths” could increase the wildlife-responsiveness of the designs.