published journal article

Air quality impacts of fuel cell electric hydrogen vehicles with high levels of renewable power generation

International Journal of Hydrogen Energy

Publication Date

October 1, 2016

Author(s)

Michael Mackinnon, Brendan Shaffer, Marc Carreras-Sospedra, Donald Dabdub, Scott Samuelsen, Jack Brouwer

Abstract

The introduction of fuel cell electric vehicles (FCEV) operating on hydrogen is a key strategy to mitigate pollutant emissions from the light duty vehicle (LDV) transportation sector in pursuit of air quality (AQ) improvements. Further, concomitant increases in renewable power generation could assist in achieving benefits via electrolysis-provided hydrogen as a vehicle fuel. However, it is unclear (1) reductions in emissions translate to changes in primary and secondary pollutant concentrations and (2) how effects compare to those from emissions in other transport sectors including heavy duty vehicles (HDV). This work assesses how the adoption of FCEVs in counties expected to support alternative LDV technologies affect atmospheric concentrations of ozone and fine particulate matter (PM2.5) throughout California (CA) in the year 2055 relative to a gasoline vehicle baseline. Further, impacts of reducing HDV emissions are explored to facilitate comparison among technology classes. A base year emissions inventory is grown to 2055 representing a business as-usual progression of economic sectors, including primarily petroleum fuel consumption by LDV and HDVs. Emissions are spatially and temporally resolved and used in simulations of atmospheric chemistry and transport to evaluate distributions of primary and secondary pollutants respective to baseline. Results indicate that light-duty FCEV Cases achieve significant reductions in ozone and PM2.5 when LDV market shares reach 50-100% in early adoption counties, including areas distant from deployment sites. Reflecting a cleaner LDV baseline fleet in 2055, emissions from HDVs impact ozone and PM2.5 at comparable or greater levels than light duty FCEVs. Additionally, the importance of emissions from petroleum fuel infrastructure (PFI) activity is demonstrated in impacts on ozone and PM2.5 burdens, with large refinery complexes representing a key source of air pollution in 2055. Results presented provide insight into light duty FCEV deployment strategies that can achieve maximum reductions in ozone and PM2.5 and will assist decision makers in developing effective transportation sector AQ mitigation strategies. (C) 2016 Published by Elsevier Ltd on behalf of Hydrogen Energy Publications LLC.

Suggested Citation
Michael Mac Kinnon, Brendan Shaffer, Marc Carreras-Sospedra, Donald Dabdub, G.S. Samuelsen and Jacob Brouwer (2016) “Air quality impacts of fuel cell electric hydrogen vehicles with high levels of renewable power generation”, International Journal of Hydrogen Energy, 41(38), pp. 16592–16603. Available at: 10.1016/j.ijhydene.2016.07.054.

policy brief

Transit Investments are Having an Impact on Land Use Beyond the Half-Mile Mark

Abstract

Recent years have witnessed a growing interest in transit- oriented development (TOD) and other transit-centered initiatives. It has been widely presumed that transit investment can significantly contribute to curbing sprawl and creating a more compact (and thus more sustainable) pattern of urban land use, while providing a broader range of travel options. However, little is known about how investments in the public transit system modify urban land use patterns and the geographical extent of impacts. Prior research tends to assume transit lines and stations are homogeneous and have similar impacts without careful consideration of development history, service quality, or other variations. In addition, prior research and current practice often assume transit impacts are concentrated within a half-mile, which has limited the understanding of how transit investments impact the broader vicinity.

Suggested Citation
Douglas Houston and Jae Hong Kim (2019) Transit Investments are Having an Impact on Land Use Beyond the Half-Mile Mark. Policy Brief. UC ITS. Available at: https://doi.org/10.7922/g2hm56n2.

Phd Dissertation

Essays on Transportation Externalities

Abstract

This dissertation concerns the measurement and regulation of externalities with a focus on the numerous and interrelated external costs in the transportation sector. The research touches on pollution, congestion, and collisions as well as various modes of transportation. The results have important implications for public policy and the regulation of externalities both within and outside of transportation. Chapter 1 investigates the effectiveness of traffic laws which require drivers to provide a minimum amount of distance between their vehicle and cyclists when passing them on roadways in improving cyclist safety. Many believe these laws are ineffective in reducing the number of bicyclist fatalities because they are difficult for police to enforce, contain loopholes, and the minimum distance required is inadequate. This chapter tests this claim empirically using data on 18,534 bicyclist fatalities from the Fatality Analysis Reporting System and a differences-in-differences approach, in a negative binomial model, to identify the effect of minimum distance passing laws on bicyclist fatalities. The analysis fails to find a significant effect of enacting a minimum distance passing law on the number of cyclist fatalities after controlling for differences in weather, demographics, bicycling commuter rates, state level traffic, and time variation. Chapter 2 examines the effects of freight truck weight and miles traveled on both the quantity and severity of truck-involved collisions using a unique panel data set covering the universe of truck-involved collisions and 3.5 billion truck-weight observations. Estimates reveal that, though both measures of trucking activity can increase collisions, increases in truck weight skew the distribution of collisions towards more severe outcomes involving either injury or death. The results are applied to a welfare analysis of diesel fuel taxes, which have been shown to both reduce truck miles traveled and increase truck cargo weight. Though diesel taxes are shown to slightly reduce the total number of collisions, the remaining collisions become more severe. Societal gains from pollution, congestion, and collision reductions are entirely offset by the increased fatal collision costs, reducing total welfare by $39.9 billion annually. The final chapter examines the regulation of heterogeneous externalities. When demand for or damages from an externality producing good vary, uniform policy instruments are an inefficient tool for correcting market failures. This chapter examines how a policy that reflects this heterogeneity can improve efficiency. County travel demand elasticities and congestion damages are estimated to compare the efficiency of a uniform fuel tax to county-specific fuel taxes. Because elasticities, congestion damages, and pollution damages exhibit heterogeneity across regions, county-specific fuel taxes, levied in a subset of major metropolitan areas, provide welfare gains between $7-$26 per capita annually in addition to equity gains relative to a revenue neutral uniform fuel tax.

Suggested Citation
Cody Scott Nehiba (2019) Essays on Transportation Externalities. PhD Dissertation. UC Irvine. Available at: https://uci.primo.exlibrisgroup.com/permalink/01CDL_IRV_INST/u4evf/cdi_proquest_journals_2273364330.

published journal article

Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem

Transportation Research Part E: Logistics and Transportation Review

Publication Date

December 1, 2014
Suggested Citation
Robert Regue and Will Recker (2014) “Proactive vehicle routing with inferred demand to solve the bikesharing rebalancing problem”, Transportation Research Part E: Logistics and Transportation Review, 72, pp. 192–209. Available at: 10.1016/j.tre.2014.10.005.

conference paper

Fleet Operator Perspectives on Heavy-duty Vehicle Alternative Fueling Infrastructure

102nd Transportation Research Board Annual Meeting 2023

Publication Date

January 1, 2023
Suggested Citation
Youngeun Bae, Craig R. Rindt, Suman Mitra and Stephen G. Ritchie (2023) “Fleet Operator Perspectives on Heavy-duty Vehicle Alternative Fueling Infrastructure”. 102nd Transportation Research Board Annual Meeting 2023.

working paper

Dynamic anad Stochastic Routing Optimization: Algorithm Development Analysis

Publication Date

January 1, 2001

Author(s)

Abstract

The last several years has witnessed a sharp increase in interest in stochastic and dynamic routing and scheduling. Because many systems contain inherently stochastic factors, decisions must often be made before all necessary information is available. To a certain degree, algorithm development has lagged behind implementation. In order to fully leverage advances in information technologies, algorithms which explicitly consider dynamic and stochastic factors should be examined. Or, if static algorithms are to be applied in these dynamic environments, proper attention should be given to examining the conditions under which these perform well. This is the primary theme of this research.

This dissertation examines several key dynamic and stochastic routing and scheduling problems: the probabilistic traveling salesman problem, the dynamic traveling salesman problem and the dynamic traveling repair problem. In addition, as part of our research on the dynamic traveling salesman problem, we examine a related M/G/l queuing problem with switching costs. These problems arise in pickup and and delivery options, repair fleet operations, and emergency vehicle and policy operations in addition to many computing, telecommunications and manufacturing applications.

As part of our research, we demonstrate that heuristics which rely on partitioning the service region into smaller regions can be very effective for dynamic routing problems. Using a partitioning scheme we show that if a constant guarantee algorithm exists for the k- capacitated median problem, then a constant guarantee algorithm exists for the probabilistic traveling salesman problem. For the DTRP, we show that a partitioning algorithm is asymptotically optimal when the traffic intensity is high.

We show that robust a priori algorithms can be developed for dynamic routing problems. For the M/G/l with switchover cost, we show that an a priori cyclic polling algorithm works very well using both theoretical and simulation analysis. Cyclic polling algorithm also works well for dynamic traveling salesman problem. For these both problems, we identify certain conditions under which the a priori (cyclic polluting) solution is close to optimal. We demonstrate that the existence of the connection between the static and dynamic vehicle routing and scheduling problem that have been observed by earlier researchers.

conference paper

Understanding and detecting overlay-based android malware at market scales

Proceedings of the 17th annual international conference on mobile systems, applications, and services

Publication Date

June 1, 2019

Author(s)

Yuxuan Yan, Zhen Li, Qi Alfred Chen, Christo Wilson, Tianbing Xu, Ennan Zhai, Yong Li, Yunhao Liu
Suggested Citation
Yuxuan Yan, Zhenhua Li, Qi Alfred Chen, Christo Wilson, Tianyin Xu, Ennan Zhai, Yong Li and Yunhao Liu (2019) “Understanding and detecting overlay-based android malware at market scales”, in Proceedings of the 17th annual international conference on mobile systems, applications, and services. ACM, pp. 168–179. Available at: 10.1145/3307334.3326094.

published journal article

Series Solution to Problems in Elastodynamics

Journal of the Engineering Mechanics Division

Publication Date

August 1, 1971

Author(s)

Suggested Citation
Wilfred W. Recker (1971) “Series Solution to Problems in Elastodynamics”, Journal of the Engineering Mechanics Division, 97(4), pp. 1257–1275. Available at: 10.1061/JMCEA3.0001446.

Preprint Journal Article

Flexible Agent-based Modeling Framework to Evaluate Integrated Microtransit and Fixed-route Transit Designs: Mode Choice, Supernetworks, and Fleet Simulation

Abstract

The integration of traditional fixed-route transit (FRT) and more flexible microtransit has been touted as a means of improving mobility and access to opportunity, increasing transit ridership, and promoting environmental sustainability. To help evaluate integrated FRT and microtransit public transit (PT) system (henceforth “integrated fixed-flex PT system”) designs, we propose a high-fidelity modeling framework that provides reliable estimates for a wide range of (i) performance metrics and (ii) integrated fixed-flex PT system designs. We formulate the mode choice equilibrium problem as a fixed-point problem wherein microtransit demand is a function of microtransit performance, and microtransit performance depends on microtransit demand. We propose a detailed agent-based simulation modeling framework that includes (i) a binary logit mode choice model (private auto vs. transit), (ii) a supernetwork-based model and pathfinding algorithm for multi-modal transit path choice where the supernetwork includes pedestrian, FRT, and microtransit layers, (iii) a detailed mobility-on-demand fleet simulator called FleetPy to model the supply-demand dynamics of the microtransit service. In this paper, we illustrate the capabilities of the modeling framework by analyzing integrated fixed-flex PT system designs that vary the following design parameters: FRT frequencies and microtransit fleet size, service region structure, virtual stop coverage, and operating hours. We include case studies in downtown San Diego and Lemon Grove, California. The computational results show that the proposed modeling framework converges to a mode choice equilibrium. Moreover, the scenario results imply that introducing a new microtransit service decreases FRT ridership and requires additional subsidies, but it significantly increases job accessibility and slightly reduces total VMT.

Suggested Citation
Siwei Hu, Michael F. Hyland, Ritun Saha, Jacob J. Berkel and Geoffrey Vander Veen (2024) “Flexible Agent-based Modeling Framework to Evaluate Integrated Microtransit and Fixed-route Transit Designs: Mode Choice, Supernetworks, and Fleet Simulation”. arXiv. Available at: 10.48550/ARXIV.2405.19527.