MS Thesis

Understanding travel behavior and vehicle emissions from GPS and diary data an application to Southern California

Abstract

The purpose of this thesis is to explore the impact of socio-economic characteristics of drivers on travel behavior and on vehicular emissions of various air pollutants using microscopic data. My starting dataset was collected by SCAG in 2001 and 2002 during their post 2000 Census Regional Travel Survey. Of the 16,939 households who answered the survey, 297 provided self-reported 24-hour travel diary data and detailed GPS data for their vehicles, which was instrumented for SCAG’s survey. After selecting 100 out of these 297 households based on their socio-economic characteristics and the completeness of their answers, I relied on 2003 imagery in Google Earth to match diary and GPS data. An extensive clean-up of this dataset yielded a sample of 701 trips, for which I estimated emissions of CO, CO₂, NOx, HC, PM₁₀, and PM₂.₅ using OpMode in EPA’s MOVES2010 (Motor Vehicle Emissions Simulator) from second-by-second GPS travel data. A statistical analysis of the results reveals that men make longer trips than women, although the difference in their emission rates is not statistically significant. Moreover, people 60 or older are the greenest drivers: their driving patterns are more environmentally benign because they accelerate/decelerate less than younger people. Finally, I found significant differences in emission rates based on different household income levels.

Suggested Citation
XIAOLING LING (2011) Understanding travel behavior and vehicle emissions from GPS and diary data an application to Southern California. MS Thesis. UC Irvine. Available at: https://uci.primo.exlibrisgroup.com/permalink/01CDL_IRV_INST/17uq3m8/alma991012534779704701.

published journal article

Cyber-physical codesign at the functional level for multidomain automotive systems

IEEE SYSTEMS JOURNAL

Publication Date

January 1, 2017

Author(s)

Jiang Wan, Arquimedes Canedo, Mohammad Al Faruque

Abstract

Software-integrated multidomain automotive systems, which is also referred to as automotive cyber-physical systems (CPS) consist of various interacting domains (software, hardware, multiphysics, communication, etc.). Design decisions in one domain may completely change the constraints and requirements in the other domains, e.g., adding more functions in a modern automotive CPS may require changes to thousands of lines of software code or even the mechanical architecture. Existing CPS design methodologies are siloed in a specific domain and therefore have limited design space exploration capabilities because only one domain can be tested at a time. This paper presents a functional-level cyber-physical codesign methodology starting from the functional model of the CPS capable of concurrently expressing (multi-)physics and control in automotive applications. Moreover, we introduce a high-level synthesis algorithm capable of selecting a set of optimized system architectures using various executable simulation components and cost metrics. We demonstrate our methodology with a realistic automotive use case and explore various design alternatives for implementing the control systems in pure continuous domain (e.g., traditional automotive subsystems without engine control units) or hybrid domain (e.g., brake-by-wire, steer-by-wire, drive-by-wire, etc.) under power, performance, and reliability constraints.

Suggested Citation
Jiang Wan, Arquimedes Canedo and Mohammad Abdullah Al Faruque (2017) “Cyber-physical codesign at the functional level for multidomain automotive systems”, IEEE SYSTEMS JOURNAL, 11(4), pp. 2949–2959. Available at: 10.1109/JSYST.2015.2472495.

policy brief

Compact, Accessible, and Walkable Communities Help Support Gender Equality

Publication Date

June 1, 2019

Abstract

Author(s): Houston, Douglas; Lo, Ashley (Wan-Tzu)

Suggested Citation
Douglas Houston and Ashley (Wan-Tzu) Lo (2019) Compact, Accessible, and Walkable Communities Help Support Gender Equality. Policy Brief. Available at: https://escholarship.org/uc/item/8384n62b (Accessed: October 11, 2023).

published journal article

Accident migration associated with lane-addition projects on urban freeways

Traffic Engineering and Control

Publication Date

January 1, 1988

Author(s)

D. W. Levine, Thomas Golob, Will Recker
Suggested Citation
D. W. Levine, T. F. Golob and W. W. Recker (1988) “Accident migration associated with lane-addition projects on urban freeways”, Traffic Engineering and Control, 29(12), pp. 624–629.

published journal article

Pricing by international airline alliances: A retrospective study

Economics of Transportation

Publication Date

December 1, 2019

Author(s)

Jan Brueckner, Ethan Singer

Abstract

This study provides further empirical evidence on pricing by international airline alliances. The paper covers a long sample period, which runs from 1997 to 2016, and it supplements the usual USDOT fare data with confidential fare data reported by the foreign alliance partners of US carriers. The empirical results for connecting service match earlier findings, with alliances charging lower fares than nonaligned carriers. In contrast to almost all previous studies, the gateway-to-gateway results imply that, in the latter part of the sample period, granting antitrust immunity to two previously nonaligned carriers is equivalent to removing a competitor, with a consequent increase in fares. However, a simulation based on the results shows that this anticompetitive effect is more than offset by gains to connecting passengers, making alliances beneficial on balance.

Suggested Citation
Jan K. Brueckner and Ethan Singer (2019) “Pricing by international airline alliances: A retrospective study”, Economics of Transportation, 20, p. 100139. Available at: 10.1016/j.ecotra.2019.100139.

book/book chapter

The Baltic sea- hermanni backer with DiMento and Hickman

Publication Date

January 1, 2012

Author(s)

H. Backer, Joseph Dimento, A.J. Hickman
Suggested Citation
H. Backer, J.F. DiMento and A.J. Hickman (2012) “The Baltic sea- hermanni backer with DiMento and Hickman”, in Environmental governance of the great seas, pp. 34–51.

published journal article

Layout design problems with heterogeneous area constraints

Computers & Industrial Engineering

Publication Date

December 1, 2016

Author(s)

Junjae Chae, Amelia Regan
Suggested Citation
Junjae Chae and Amelia C. Regan (2016) “Layout design problems with heterogeneous area constraints”, Computers & Industrial Engineering, 102, pp. 198–207. Available at: 10.1016/j.cie.2016.10.016.

conference paper

"Prompter Says": A Linguistic Approach to Understanding and Detecting Jailbreak Attacks Against Large-Language Models

Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis

Publication Date

November 19, 2023

Author(s)

Dylan Lee, Shaoyuan Xie, Shagoto Rahman, Kenneth Pat, David Lee, Qi Alfred Chen
Suggested Citation
Dylan Lee, Shaoyuan Xie, Shagoto Rahman, Kenneth Pat, David Lee and Qi Alfred Chen (2023) “"Prompter Says": A Linguistic Approach to Understanding and Detecting Jailbreak Attacks Against Large-Language Models”, in Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis. CCS '24: ACM SIGSAC Conference on Computer and Communications Security, Salt Lake City UT USA: ACM, pp. 77–87. Available at: 10.1145/3689217.3690618.

working paper

A Simultaneous Equations Model of Employee Attitudes to a Staggered Work Hours Demonstration Project

Publication Date

September 5, 1989

Working Paper

UCI-ITS-WP-89-1

Areas of Expertise

Abstract

Increasing emphasis is being placed on transportation demand management strategies as U.S. metropolitan areas seek solutions to urban congestion problems. These strategies focus on reducing peak-period travel demand by promoting actions such as ridesharing and transit use, flexible work hours programs, and working at home (telecommuting). Success of these strategies depends on the willingness of employees to adopt them. Thus attitudes and perceptions of these strategies are important indicators of their viability as transportation policy alternatives. This paper presents an analysis of employee attitudes towards one transportation demand management strategy: staggered work hours. The program was implemented as a demonstration project in downtown Honolulu, Hawaii. The research problem here is one of establishing relationships between employee attitudes toward the program and their actual experiences. Because the attitudinal data involve ordinal and discrete choice variables, the analysis requires use of causal models that can incorporate endogenous variables that are not normally distributed. The approach is to specify a simultaneous system of dichotomous and ordered-response probit models and to make use of maximum and generalized least-squares methods in a multistage estimation procedure. The model is used to test relationships between participation in the Staggered Work Hours Program, travel experience during the Program, and attitudes toward participation in future programs.The remainder of the paper is organized as follows: Section 2 provides a description of the Demonstration Project. Section 3 presents the research approach and methodology. Data is described in Section 4, analysis and results in Section 5, and conclusions in Section 6.

Suggested Citation
Thomas F. Golob and Genevieve Giuliano (1989) A Simultaneous Equations Model of Employee Attitudes to a Staggered Work Hours Demonstration Project. Working Paper UCI-ITS-WP-89-1. Institute of Transportation Studies, Irvine. Available at: https://escholarship.org/uc/item/5mx802jt.

published journal article

Surface condition expert system for pavement rehabilitation planning

Journal of Transportation Engineering

Publication Date

March 1, 1987

Author(s)

Stephen Ritchie, Chung Yeh, Joe P. Mahoney, Newton C. Jackson
Suggested Citation
Stephen G. Ritchie, Che-I Yeh, Joe P. Mahoney and Newton C. Jackson (1987) “Surface condition expert system for pavement rehabilitation planning”, Journal of Transportation Engineering, 113(2), pp. 155–167. Available at: 10.1061/(asce)0733-947x(1987)113:2(155).