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Sponsor: SB1

Assessing Drayage Fleet Operator Attitudes and Practices Towards Purchasing Alternative Fuels Vehicles

Status

Complete

Project Timeline

August 1, 2021 - June 30, 2024

Principal Investigator

Stephen Ritchie

Project Team

Craig Rindt

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2022-38
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain Zero-Emission Vehicles & Low-Carbon Fuels

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Medium and heavy-duty vehicles (HDVs), especially diesel trucks, account for approximately 21% of California’s transportation greenhouse gas (GHGs) emissions in addition to producing criteria air pollutants (i.e., lead, carbon monoxide, ozone, sulfur dioxide, nitrogen dioxide, and particulate matter) which harm human health. Accordingly, Governor Newsom’s Executive Order N-79-20 established aggressive goals to convert all HDV fleets to zero-emission by 2045, and all drayage trucks by 2035. California’s HDV goals call for increasing annual sales of zero-emission HDVs through the Advanced Clean Trucks program, the fleet-specific regulations of the Advanced Clean Fleets program, and various future incentive programs. However, alternative fuel vehicles currently represent only a marginal share in the California HDV sector (2.8% in 2019). This project will explore how to increase demand for alternative fuel vehicles among drayage truck fleets which the US Environmental Protection Agency defines as “generally diesel-fueled, heavy-duty (Class 8) trucks that transport containers and bulk freight between the port and intermodal rail facilities, distribution centers, and other near-port locations.” The project will survey and analyze drayage fleet operator attitudes and practices towards purchasing alternative fuels vehicles. The survey will address the following elements: (i) fleet characteristics; (ii) decision-making processes of alternative fuel adoption; (iii) factors that have influenced heavy-duty alternative fuel vehicle adoption/rejection decisions; (iv) satisfaction with purchased AFVs; (v) further purchases, and recommendations; (vi) stated preference choice questions regarding future AFV purchasing; and (vii) fleet refueling/charging practices.

Related Publications

conference paper | Jan 2025

A Choice Experiment Survey of Drayage Fleet Operator Preferences for Zero-Emission Trucks
Proceedings, 104th Annual Meeting of the Transportation Research Board

Read more
policy brief | Jan 2025

What Matters Most to Drayage Companies When Considering a Zero-Emission Truck: Insights from Small and Large Fleet Operators

Read more

Understanding and Modeling the Impacts of COVID-19 on Freight Trucking Activity

Status

Complete

Project Timeline

July 1, 2020 - June 30, 2020

Principal Investigator

Stephen Ritchie

Project Team

Andre (Yeow Chern) Tok, Mohanad Odema

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2021-44
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

This research will develop freight activity metrics to measure the impacts of COVID-19 on goods movement. The initial focus will be on intermodal freight drayage to and from the ports. Existing standalone data sources do not provide a complete view of freight activity. The effort will involve analyzing multiple distinct but complementary data sources, such as truck axle classification and weights from Weigh-In-Motion (WIM) sites, body classification from the Truck Activity Monitoring System(TAMS) sites, trajectories from truck GPS and traffic volumes and congestion from PeMS with the goal of understanding changes in truck activity such as link volumes, routing patterns and payloads of intermodal freight. The project will initially acquire WIM data from Caltrans from sites near the ports and the SoCal region to assess spatial and seasonal truck activity activity trends. Since standalone WIM data cannot distinguish drayage trucks from other heavy duty truck activity, additional TAMS sites will also be deployed at major corridors on the truck network in coordination with Caltrans. UCI is currently investigating the effects of a planned clean trucks incentive program on the I-710, where drayage truck GPS data is expected to be purchased from GeoStamp as a part of the study to analyze touring patterns of drayage trucks. Further integration of GeoStamp with WIM and TAMS data can provide further insights on CoVid-19 impacts on the efficiency of drayage operations and touring patterns, both in the spatial and temporal domain.

Related Publications

book/book chapter | Jan 2023

Understanding and Modeling the Impacts of COVID-19 on Freight Trucking Activity

Read more

Dynamic Pricing for Maximizing Performance of High-occupancy Toll Lanes Along a Freeway Corridor

Status

Complete

Project Timeline

October 1, 2019 - September 30, 2020

Principal Investigator

Wenlong Jin

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2020-47
(Also see the UC ITS page)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience Transportation Economics, Funding, & Finance

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

So far High-Occupancy/Toll (HOT) lanes implemented in the real world have been operated based on heuristic pricing schemes, which are determined based on historic and current traffic conditions. However, these heuristic pricing schemes cannot guarantee the overall traffic system is performing at the optimal state. The objective of this research is to design dynamic pricing strategy for HOT lanes along a freeway corridor so as to reduce traffic congestion and environmental impacts and improve equity outcomes. The research team will apply trip flow models (TFMs) to describe the initiation, progression, and completion of paying trips on HOT lanes and non-paying trips on general purpose (GP) lanes. Based on TFMs, the research team will formulate an optimal control problem, in which travelers choose among HOT and GP lanes to minimize their individual generalized costs, and the whole system’s total cost is minimized. Simulation results will be produced to demonstrate the effectiveness of proposed methods.

Related Publications

published journal article | Aug 2024

Dynamic Distance-Based Pricing Scheme for High-Occupancy-Toll Lanes Along a Freeway Corridor
IEEE Transactions on Intelligent Transportation Systems

Read more
Preprint Journal Article | Sep 2023

Dynamic distance-based pricing scheme for high-occupancy-toll lanes along a freeway corridor

Read more

Exploring the Role of Transit in COVID-19 Transmission

Status

Complete

Project Timeline

July 1, 2020 - September 30, 2020

Principal Investigator

David Brownstone

Project Team

Henry Bernal

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2021-45
(Also see the UC ITS page)

Areas of Expertise

Public Transit, Shared Mobility, & Active Transportation Safety, Public Health, & Mobility Justice

Team Departmental Affiliation

Economics

Project Summary

With a high concentration of cases in urban areas nationwide, several questions arise for transit in the face of the COVID-19 pandemic. None, perhaps, are more important than understanding the role that transit has played in transmitting COVID-19, especially in dense Los Angeles County. After all, answering this question would help transit agencies in balancing between offsetting revenue losses resulting from declining ridership resulting from statewide stay-at-home orders and closures of non- essential businesses and providing frequent service for essential workers to avoid crowding and maintain social distancing guidelines. Moreover, understanding the connection between transit use and COVID-19 infections can dictate public transportation policy for the coming months, at a minimum, as California still wrestles with the pandemic. Researchers at UC Irvine explored the implications of high bus use on COVID-19 transmission in Los Angeles County between June 2020 and January 2021 by first developing a statistical model relating COVID-19 cases to demographic information (such as race/ethnicity, household income, etc.) and then by developing a statistical model using COVID-19 community case data and bus ridership across the Los Angeles Metro system. This model was then compared to another statistical model of COVID-19 infections that excluded bus ridership.

Related Publications

policy brief | Apr 2021

Higher Bus Ridership Unlikely to Increase Community COVID-19 Transmission

Read more
book/book chapter | Jan 2023

The Impacts of Bus Use on COVID-19 Dispersion

Read more

Examining the Impacts of COVID-19 on the Shortage of Truck Drivers in the United States

Status

Complete

Project Timeline

May 1, 2020 - September 30, 2020

Principal Investigator

Amelia Regan

Project Team

Jean-Daniel Saphores

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2021-43
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain Safety, Public Health, & Mobility Justice

Team Departmental Affiliations

Civil and Environmental Engineering, Computer Science

Project Summary

This research project will examine how the COVID-19 pandemic has led to a shortage of truck drivers in the United States, and more specifically in California. In addition to exploring the causes of the shortage, it will examine the sharp slowdown in economic activity compared to previous economic recessions, and the impact of restrictions on freight movement between jurisdictions on the job market for truck drivers. The findings and policy recommendations will be recorded in a short video and a policy brief.

Related Publications

policy brief | Sep 2020

Will COVID-19 Worsen California’s Truck Driver Shortage?

Read more
Video Presentation | Jun 2020

Impact of COVID 19 on Truck Driver Availability

Read more

Regulatory Impacts and Infrastructure Needs to Improve the Efficiency of California Marine Ports

Status

Complete

Project Timeline

October 3, 2019 - October 2, 2020

Principal Investigator

Stephen Ritchie

Project Team

Craig Rindt, Priscilla Chu

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2020-49
(Also see the UC ITS page)

Areas of Expertise

Freight, Logistics, & Supply Chain

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Goods movement is integral to the economy of California. However, California does not exist in a vacuum: its ports and economy compete nationally and internationally for the economic benefits that are brought through trade. Issues of throughput and mobility can create a competitive disadvantage for the state and California could lose business to its neighbors. As such, it is critical to understand how to remove barriers to goods movement transportation and delivery, while making the system safer and lessening the impact on the travelling public and communities. The wide range of academic, agency, and consultant work in this area means that there is a broad literature addressing these questions, but there is no recent comprehensive review that integrates a synthesis of regulatory impacts with potential operational and infrastructure improvements along with a summary of existing methods for assessing these strategies. This project will involve three main tasks. The first task will compile an inventory and evaluation of state and federal environmental, safety, and labor regulations that impact port freight and goods movement in California, with an emphasis on cumulative effects of regulation on the port freight sector’s economic competitiveness and workforce. These findings will provide the necessary context for the second task, which will conduct an evaluation of cost-effective port-related infrastructure investments and operational strategies that have been proposed or implemented by California’s ports and governing agencies to improve the efficiency of freight movement while also reducing environmental and health impacts in California. These potential improvements will be analyzed in the context of an evaluation of global best practices in increasing throughput at marine ports, including both infrastructure- and logistics-based solutions, with recommendations on actions that state, regional, and local agencies can take to increase throughput. Finally, the third task will review how improvements to California’s ports are assessed and planned, with a focus on the modeling and project selection process in California.

Related Publications

MS Thesis | Jun 2020

Synthesis of California Port Competitiveness Issues and Policy Recommendations

Read more

Accessibility, Affordability, and the Allocation of Housing Targets to California’s Local Governments

Status

Complete

Project Timeline

October 4, 2019 - October 3, 2020

Principal Investigator

Nicholas Marantz

Project Team

Jae Hong Kim, Doug Houston, Huixin (Echo) Zheng

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2020-50
(Also see the UC ITS page)

Areas of Expertise

Travel Behavior, Land Use, & the Built Environment

Team Departmental Affiliation

Urban Planning and Public Policy

Project Summary

California's Housing Element law requires the allocation of housing targets to local governments. These targets should align with long-range regional strategies to concentrate growth in transit rich areas, but little evidence exists about the effectiveness of housing allocation schemes for achieving accessibility and affordability. Indeed, there is some evidence that – to date – the law has not served these goals effectively. In 2018 California Senate Bill (SB) 828 significantly amended the Housing Element law, conferring additional authority on the California Department of Housing & Community Development (HCD) to determine housing targets. Moreover, SB 50 (introduced in 2019) proposes to require HCD to identify "jobs-rich" areas, in which local governments would be required to allow relatively dense residential development. SB 50 proposes to also raise the minimum allowable density for residential development in areas close to transit stops. State legislators and administrators have very little information to evaluate the current housing target allocation process or its interaction with the regulatory scheme contemplated by SB 50. This project would fill that gap, providing guidance for linking housing and transportation policy. This project will provide decision support for state legislators and administrators by: 1) comparing California’s housing target allocation and implementation methods to methods currently used in other states, as well as methods described in the scholarly literature; 2) comparing the possible effects of different allocation and implementation methods on job accessibility at different levels of housing affordability; and 3) identifying ways that future legislation and implementation could promote the goals of the Housing Element law related to accessibility.

Related Publications

policy brief | Feb 2021

California Can Simplify the Housing Element Law to Reduce Administrative Burdens and Improve Social Equity

Read more
research report | Feb 2021

Accessibility, Affordability, and the Allocation of Housing Targets to California’s Local Governments

Read more

Airport Parking as Grid Assets: Optimal Electric Vehicle Charging Infrastructure and Management

Status

In Progress

Project Timeline

September 1, 2025 - September 30, 2026

Principal Investigator

Matt DeanMatthew Dean

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2026-06

Areas of Expertise

Zero-Emission Vehicles & Low-Carbon Fuels

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Airports represent unique opportunities for electric vehicle (EV) charging, given long parking durations and high energy demands. Using parking and charging data from San José Mineta International and San Luis Obispo County Regional Airports, this project develops a model to determine the most effective charging infrastructure for airport lots and explores strategies like time-of-use optimization and demand response to align with renewable energy and improve profitability. Findings will help airports and similar transportation hubs plan investments that support California’s electrification goals while increasing profitability.

Modeling and Analyzing Cost Overruns, Delays, and Cancellations in Senate Bill 1 Projects

Status

Complete

Project Timeline

October 1, 2022 - December 31, 2023

Principal Investigator

Michael HylandMichael Hyland

Project Team

Jiangbo (Gabe) Yu, Arash Ghaffar

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2023-39
(Also see the UC ITS page)

Areas of Expertise

Infrastructure Delivery, Operations, & Resilience

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Accurate estimates of infrastructure project costs, duration, and risks are critical in making informed decisions that can significantly impact quality of life in California. Caltrans’ preliminary examination of progress reports for projects that have been funded by the Road Repair and Accountability Act of 2017, commonly referred to as Senate Bill 1 (SB 1), reveals severe underestimates in project costs and timetables. Notably, these occurred even before the COVID pandemic. Few projects are expected to finish under budget or before the estimated completion date. This project examines the difference between initial SB 1 project cost and duration estimates in grant applications with the actual costs and completion times using publicly available data from SB 1 progress reports to identify the types of projects that are more likely to underestimate outcomes. Specifically, the research looked at which phases of a project are more prone to cost escalations and delays for different project types, infrastructure programs, and geographic locations. Results show consistent patterns of overruns associated with fiscal periods, programs, and geographic locations. In addition, results indicate that the common 20% contingency is generally insufficient, indicating the need for better risk estimation in project planning.

Related Publications

research report | Oct 2024

Modeling and Analyzing Cost Overruns, Delays, and Cancellations in Senate Bill 1 Projects

Read more
policy brief | Oct 2024

SB1 Project Performance: Cost Overruns, Schedule Delays, and Cancellations

Read more

Quantifying the Electric Grid Cost Savings of Increasing E-Bike Mode Share

Status

Complete

Project Timeline

October 1, 2022 - June 14, 2024

Principal Investigator

Michael HylandMichael Hyland

Project Team

Kate Forrest, Brian Tarroja, Ritun Saha, Michael Mackinnon

Sponsor, Program & Award Number

SB1 // STRP Faculty Research: 2023-40
(Also see the UC ITS page)

Areas of Expertise

Public Transit, Shared Mobility, & Active Transportation Zero-Emission Vehicles & Low-Carbon Fuels

Team Departmental Affiliation

Civil and Environmental Engineering

Project Summary

Electrifying vehicles to meet transportation demands is critical to support the transition away from fossil fuels. The replacement of fossil-fuel-powered vehicles with battery electric vehicles (BEVs) is expected to play a major role. The mass deployment of BEVs without reducing vehicle-miles-traveled, however, will increase the peak load on the electric grid, requiring more costly upgrades to electrical system supply and distribution capacity. While improved smart grid management can mitigate these expenses, the real-world acceptance of smart charging programs by BEV drivers remains uncertain. Since most vehicle trips are less than 5 miles, an alternative to mitigate increases in peak electric loads would be to substitute more energy-efficient transportation modes, such as electric bikes (e-bikes), for future BEV trips. While prior studies have analyzed various benefits of increasing e-bike market share – including shorter travel times in congested cities, mental and physical health benefits, and lower emissions – no studies have quantified the cost-saving benefits for the electric grid infrastructure of increasing e-bike mode share. This project will develop a model to quantify the extent to which substituting e-bikes for BEVs reduces grid peak loads imposed by vehicle electrification, and to analyze the equipment needs and monetary costs associated with required upgrades. To accomplish this, the researchers are focusing on an analysis for the San Diego region. First, they will analyze vehicle trips in the San Diego region using the San Diego Association of Governments’ agent- and activity-based travel model system. Using this data, they will identify when, where, and for how long BEVs are parked and available for charging to ensure that these vehicles can meet all their intended trips. Second, the team will develop an in-house electric vehicle charging model to translate trip data into hourly electric grid load profiles for different vehicle types and infrastructure scenarios over an entire year. Lastly, the researchers will determine how substituting e-bikes for BEVs across different trip types and distances affects the annual peak electric grid load and estimate the cost savings from upgrading the electric distribution infrastructure in two representative neighborhoods—one single-family-oriented and one multi-family-oriented.

Related Publications

published journal article | Feb 2025

Estimating the electricity system benefits of scaling up E-bike usage in California
Journal of Cleaner Production

Read more
policy brief | Jul 2024

Shifting Future Electric Vehicle Trips to e-Bikes Could Help Reduce Electricity Demand at Critical Times in California

Read more

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