Transportation Secure Data Center Publications

The Transportation Secure Data Center (TSDC) provides publications about its detailed transportation data as well as examples of studies and analyses that have utilized its data.

About the Data

The following publications provide information about how to use the TSDC's transportation data.

Archiving Data From New Survey Technologies: Enabling Research With High-Precision Data While Preserving Participant Privacy, Transportation Research Procedia (2015)

TSDC: Real-World Data for Planning, Modeling, and Analysis, NREL Fact Sheet (2019)

Map Matching and Real-World Integrated Sensor Data Warehousing, NREL Presentation (2013)

Studies and Analyses

The following publications provide examples of the types of analyses made possible by the TSDC's transportation data.

  1. Deep Activity Model: A Generative Deep Learning Approach for Human Mobility Pattern Synthesis
    Authors: Xishun Liao, Qinhua Jiang, Brian Yueshuai He, Yifan Liu, Chenchen Kuai, and Jiaqi Ma
    Report: arXiv (November 2024)

  2. Decoding the Patterns of Critical Factor Associations Driving Electric Vehicle Recommendations
    Authors: Reuben Tamakloe and Livingstone Divine Caesar
    Journal: Transportation Research Part A: Policy and Practice (September 2024)

  3. Market Study of Emerging Residential Energy and Automation Technology Final Report
    Authors: Manuel Lopez, Thomas Wicklund, Andrew Norman, Pablo Avaloz Ruiz, and Keith Graeber
    Report: CalNEXT (September 2024)

  4. On the Role of Perceived Safety Concerns on Public Acceptance Behavior of Autonomous Vehicles
    Authors: Fatemeh Nazari and Mohamadhossein Noruzoliaee
    Report: The University of Texas Rio Grande Valley (July 2024)

  5. Classification of Datasets Used in Data Anonymization for IoT Environment
    Author: Jana Medková
    Conference: 37th International Conference on Industrial, Engineering, and Other Applications of Applied Intelligent Systems (July 2024)

  6. Learning From User Behavior: A Survey-Assist Algorithm for Longitudinal Mobility Data Collection
    Authors: Hannah Lu, Katie Rischpater, and K. Shankari
    Journal: Travel Behaviour and Society (July 2024)

  7. Semantic Trajectory Data Mining With LLM-Informed POI Classification
    Authors: Yifan Liu, Chenchen Kuai, Haoxuan Ma, Xishun Liao, Brian Yueshuai He, and Jiaqi Ma
    Report: Mobility Lab at University of California, Los Angeles (May 2024)

  8. Technology Progress and Clean Vehicle Policies on Fleet Turnover and Equity: Insights From Household Vehicle Fleet Micro-Simulations With ATLAS
    Authors: Ling Jin, Connor P. Jackson, Yuhan Wang, Qianmiao Chen, Tin Ho, C. Anna Spurlock, Aaron Brooker, Jacob Holden, Jeffrey Gonder, Mohamed Amine Bouzaghrane, Bingrong Sun, Shivam Sharda, Venu Garikapati, Tom Wenzel, and Juan Caicedo
    Journal: Transportation Planning and Technology (May 2024)

  9. Who Is Inclined To Buy an Autonomous Vehicle: Empirical Evidence from California
    Authors: Md. Mokhlesur Rahman and Jean-Claude Thill
    Journal: Transportation (May 2024)

  10. Planning Charging Stations for 2050 To Support Flexible Electric Vehicle Demand Considering Individual Mobility Patterns
    Authors: Jiaman Wu, Siobhan Powell, Yanyan Xu, Ram Rajagopal, and Marta C. Gonzalez
    Journal: Cell Reports Sustainability (January 2024)

  11. Household Surveys, Trip Purposes, and Travel Time
    Author: Sherman Lewis
    Report: Hayward Area Planning Association (2024)

  12. Essays on Environmental, Urban, and Transportation Economics
    Author: Yucheng Wang
    Dissertation: University of Pittsburgh (2024)

  1. Mode Share Changes in California: An Exploratory Analysis of Factors Affecting Decreases in Walking, Biking and Transit Use from 2012 to 2017
    Authors: Susan Pike and Susan Handy
    White Paper: National Center for Sustainable Transportation (November 2023)

  2. LA100 Equity Strategies: Household Transportation Electrification
    Authors: Dong-Yeon Lee, Bingrong Sun, Alana Wilson, Megan Day, Patricia-Romero Lankao, Nicole Rosner, Fan Yang, Aaron Brooker, and Jane Lockshin
    Report: National Renewable Energy Laboratory (November 2023)

  3. Fast Charging Infrastructure for Electrifying Road Trips to and From National Parks in the Western United States
    Authors: Dong-Yeon Lee, Kaylyn Bopp, Matthew Moniot, and Alicen Kandt
    Report: National Renewable Energy Laboratory (September 2023)

  4. Mobility Energy Productivity and Equity: E-Bike Impacts for Low-Income Essential Workers in Denver
    Authors: Christopher Hoehne, Max Hanrahan, K. Shankari, and Venu Garikapati
    Journal: Transportation Research Record: Journal of the Transportation Research Board (September 2023)

  5. Privately Owned Versus Shared Automated Vehicle: The Roles of Utilitarian and Hedonic Beliefs
    Authors: Fatemeh Nazari, Yellitza Soto, and Mohamadhossein Noruzoliaee
    Preprint: arXiv (September 2023)

  6. Analyzing Household Vehicle Holdings and Usage in California Using a Two-Stage Budgeting-Based Multiple Discrete-Continuous Model
    Authors: Shobhit Saxena, Chandra R. Bhat, and Abdul Rawoof Pinjari
    Report: University of Texas at Austin (August 2023)

  7. Exploring the Role of Perceived Range Anxiety in Adoption Behavior of Plug-in Electric Vehicles
    Authors: Fatemeh Nazari, Abolfazl Mohammadian, and Thomas Stephens
    Preprint: arXiv (August 2023)

  8. PEV Adoption Model for California Based on Heterogeneity in Single and Multi-Vehicle Households
    Authors: Trisha Ramadoss, Jae Hyun Lee, Adam Wilkinson Davis, Scott Hardman, and Gil Tal
    Conference: 36th International Electric Vehicle Symposium (June 2023)

  9. Utility Factor Curves for Plug-in Hybrid Electric Vehicles: Beyond the Standard Assumptions
    Authors: Karim Hamza and Kenneth P. Laberteaux
    Conference: 36th International Electric Vehicle Symposium (June 2023)

  10. Assessing Progress and Equity in the Distribution of Electric Vehicle Rebates Using Appropriate Comparisons
    Author: Brett D. H. Williams
    Journal: Transport Policy (June 2023)

  11. Battery Cell Imbalance and Electric Vehicles Range: Correlation and NMPC-Based Balancing Control
    Authors: Jun Chen and Zhaodong Zhou
    Conference: IEEE International Conference on Electro Information Technology (May 2023)

  12. Do electric vehicle charger locations respond to the potential charging demands from multi-unit dwellings? Evidence from Los Angeles County
    Author: Zhongying Gan
    Journal: Transport Policy (April 2023)

  13. Reducing Aggregate Electric Vehicle Battery Capacity Through Sharing
    Authors: Polina Alexeenko and Vasileios Charisopoulos
    Report: Cornell University (April 2023)

  14. Supporting Gasoline-Burdened Families' Transition to EVs to Maximize Climate and Equity Benefits
    Authors: Janelle London, Matthew Metz, Paul Rosler, and Til Dietrich
    Report: Coltura (April 2023)

  15. Time-Series Fuel Consumption Prediction Assessing Delay Impacts on Energy Using Vehicular Trajectory
    Authors: Rezwana Kabir, Stephen M. Remias, Jonathan Waddell, and Dongxiao Zhu
    Journal: Transportation Research Part D: Transport and Environment (April 2023)

  16. What Drives the Use of Shared Autonomous Vehicles: Empirical Evidence From California
    Authors: Md. Mokhlesur Rahman and Jean-Claude Thill
    Report: DePaul University (April 2023)

  17. Preferences for Zero-Emission Vehicle Attributes: Comparing Early Adopters With Mainstream Consumers in California
    Authors: Wenjian Jia, Zhiqiu Jiang, Qian Wang, Bin Xu, and Mei Xiao
    Journal: Transport Policy (March 2023)

  18. Modelling and Analysis of Electric Two-Wheeler With Novel Planetary Gear Box Transmission
    Authors: Aditya Paranjape, Amey Kulkarni, Mihir Kulkarni, and Neeraj Kumbhojkar
    Journal: International Journal of Electric and Hybrid Vehicles (February 2023)

  19. Modeling Vehicle-Miles of Travel Accounting for Latent Heterogeneity
    Authors: Fatemeh Nazari and Abolfazl (Kouros) Mohammadia
    Journal: Transport Policy (January 2023)

  20. Assessing the Potential Impacts of Toll Discounts on Zero-Emission Vehicle Adoption
    Authors: Adam Wilkinson Davis, Joshua Stark, and Juan Carlos Garcia Sanchez
    Report: National Center for Sustainable Transportation (January 2023)

  21. Systems and Operational Modeling and Simulation to Address Research Gaps in Transportation Electrification
    Author: Aaron Rabinowitz
    Dissertation: Colorado State University (2023)

  1. Impact of Battery Cell Imbalance on Electric Vehicle Range
    Authors: Jun Chen, Zhaodong Zhou, Ziwei Zhou, Xia Wang, and Boryann Liaw
    Journal: Green Energy and Intelligent Transportation (December 2022)

  2. Principles of the Battery Data Genome
    Authors: Logan Ward, Susan Babinec, Eric Dufek, Venkatasubramanian Viswanathan, Muratahan Aykol, David Beck, Ben Blasizk, Bor-Rong Chen, George Crabtree, Valerio De Angelis, Philipp Dechent, Matthieu Dubarry, Erica Eggleton, Donal Finegan, Ian Foster, Chirranjeevi Balaji Gopal, Patrick Herring, Victor Waiman Hu, Noah Paulson, Yulia Preger, Dirk Uwe Sauer, Kandler Smith, Shashank Sripad, Tanvir Tanim, and Linnette Tao
    Journal: Joule (October 2022)

  3. Quantifying the Impact of Transportation on Climate – Energy Analytics Dashboard
    Authors: M.L. Franz, Stanley Young, Jeffrey Cappellucci, C. Xiong, Jake Holden, and W. Zhou
    Conference: Intelligent Transportation Society World Congress (October 2022)

  4. A Bifurcation of the Peak: New Patterns of Traffic Peaking During the COVID-19 Era
    Authors: Yang Gao and David Levinson
    Journal: Transportation (September 2022)

  5. Flight DNA: An Anonymized Aviation Data Tool and Repository
    Author: Brett Oakleaf
    Brochure: National Renewable Energy Laboratory (August 2022)

  6. Connected Automated Vehicle Impacts in Southern California Part-I: Travel Behavior and Demand Analysis
    Authors: Brian Yueshuai He, Qinhua Jiang, and Jiaqi Ma
    Journal: Transportation Research Part D: Transport and Environment (August 2022)

  7. Multi-Objective Optimization of Battery Electric Vehicle Thermal Management System Operation
    Authors: Marie Rae Shelly, Justin A. Weibel, Davide Ziviani, and Eckhard A. Groll
    Conference: International Refrigeration and Air Conditioning Conference (July 2022)

  8. Perceived Usefulness and Intentions To Adopt Autonomous Vehicles
    Authors: Jingyi Xiao and Konstadinos G. Goulias
    Journal: Transportation Research Part A: Policy and Practice (July 2022)

  9. Lessons Learned About Electric Vehicle Consumers Who Rated the U.S. Federal Tax Credit "Extremely Important" in Enabling Their Purchase
    Authors: Brett Williams and John Anderson
    Conference: International Electric Vehicle Symposium and Exhibition (June 2022)

  10. Determinants of Purchase Likelihood for Partially and Fully Automated Vehicles: Insights From Mixed Logit Model With Heterogeneity in Means and Variances
    Authors: Ali Behnood, Milad Haghani, Emadaldin and Mohammadi Golafshani
    Journal: Transportation Research Part A: Policy and Practice (May 2022)

  11. People with Disabilities and Use of Public Transit: The Role of Neighborhood Walkability
    Authors: Kihyun Kwon and Gulsah Akar
    Journal: Journal of Transport Geography (April 2022)

  12. Beyond Adoption: Examining Electric Vehicle Miles Traveled in Households With Zero-Emission Vehicles
    Authors: Wenjian Jia and T. Donna Chen
    Journal: Transportation Research Record (March 2022)

  13. Nonlinear Relationships Between Vehicle Ownership and Household Travel Characteristics and Built Environment Attributes in the U.S. Using the XGBT Algorithm
    Authors: Te Ma, Mahdi Aghaabbasi, Mujahid Ali, Rosilawati Zainol, Amin Jan, Abdeliazim Mustafa Mohamed, and Abdullah Mohamed
    Journal: Sustainability (March 2022)

  14. Light-Duty Vehicle Trip Classification Using One-Class Novelty Detection and Exhaustive Feature Extraction
    Authors: Lei Zhu, Brennan Borlaug, Lei Lin, Jacob Holden, and Jeffrey Gonder
    Journal: IEEE Transactions ond Industry Applications (February 2022)

  15. Developing an Interactive Landscape for Mobility Resources
    Authors: Lauren Janicke, Benjamin Burch, K. Shankari, and Arthur Yip
    Conference: Transportation Research Board Annual Meeting (January 2022)

  16. Can Californian Households Save Money on Transportation Costs by Living in Transit-Oriented Developments?
    Author: Hongwei Dong
    Report: Mineta Transportation Institute (January 2022)

  1. A Review of Data Sources for Electric Vehicle Integration Studies
    Authors: Lisa Calearo, Mattia Marinelli, and Charalampos Ziras
    Journal: Renewable and Sustainable Energy Reviews (November 2021)

  2. Driving Conditions-Driven Energy Management Strategies for Hybrid Electric Vehicles: A Review
    Authors: Teng Liu, Wenhao Tan, Xiaolin Tang, Jinwei Zhang, Yang Xing, Dongpu Cao
    Journal: Renewable and Sustainable Energy Reviews (November 2021)

  3. The Value of Vehicle-to-Grid in a Decarbonizing California Grid
    Authors: Meiye Wang and Michael Craig
    Journal: Journal of Power Sources (November 2021)

  4. Future Automotive Systems Technology Simulator (FASTSim) Validation Report – 2021
    Authors: Chad Baker, Matthew Moniot, Aaron Brooker, Lijuan Wang, Eric Wood, and Jeffrey Gonder
    Report: National Renewable Energy Laboratory (October 2021)

  5. A Probabilistic Method to Estimate Emissions and Fuel Consumption Using Connected Vehicle Data from a Mixed Fleet
    Authors: Siddhartha Gulhare and Sivaramakrishnan Srinivasan
    Conference: IEEE International Intelligent Transportation Systems Conference (October 2021)

  6. Adapting Time Headway in Cooperative Adaptive Cruise Control to Network Reliability
    Authors: Adil Alsuhaim, Anjan Rayamajhi, James Westall, and Jim Martin
    Journal: IEEE Transactions on Vehicular Technology (October 2021)

  7. Centralised Coordination of EVs Charging and PV Active Power Curtailment over Multiple Aggregators in Low Voltage Networks
    Authors: Andrés Felipe Cortés Borray, Julia Merino, Esther Torres, Alejandro Garcés, and Javier Mazón
    Journal: Sustainable Energy, Grids and Networks (September 2021)

  8. Quantifying the Impact of Driving Style Changes on Light-Duty Vehicle Fuel Consumption
    Authors: Marco Miotti, Zachary A. Needell, Sankaran Ramakrishnan, John Heywood, and Jessika E. Trancik
    Journal: Transportation Research Part D: Transport and Environment (September 2021)

  9. Real-Time Highly Resolved Spatial-Temporal Vehicle Energy Consumption Estimation Using Machine Learning and Probe Data
    Authors: Joseph Severino, Yi Hou, Ambarish Nag, Jacob Holden, Lei Zhu, Juliette Ugirurmurera, Stanley Young, Wesley Jones, and Jibonananda Sanyal
    Journal: Transportation Research Record: Journal of the Transportation Research Board (September 2021)

  10. Stated Preference Analysis of Automated Vehicles Among California Residents Using Probabilistic Inferences
    Authors: Jimoku Hinda Salum, Boniphace Kutela, Angela E. Kitali, and Emmanuel Kidando
    Journal: Transportation Research Record: Journal of the Transportation Research Board (September 2021)

  11. Optimal Transport Based Drift Detection for Sensor Streams: Method and Applications in Transportation
    Authors: Arnab Kumar Laha and Shikha Verma
    Report: Indian Institute of Management, Ahmedabad (September 2021)

  12. Modeling Consumer Affinity Towards Adopting Partially and Fully Automated Vehicles – The Role of Preference Heterogeneity at Different Geographic Levels
    Authors: Behram Wali, Paolo Santi, and Carlo Ratti
    Journal: Transportation Research Part C: Emerging Technologies (August 2021)

  13. Three Essays on Electric Vehicle Adoption, Its Effects, and Related Incentives
    Author: Atia Ferdousee
    Dissertation: Middle Tennessee State University (August 2021)

  14. Changes in When and Where People Are Spending Time in Response to COVID-19
    Authors: Nicholas Reinicke, Brennan Borlaug, and Matt Moniot
    Report: National Renewable Energy Laboratory (July 2021)

  15. Modal Shifts in California from 2012–2017: Investigating Changes in Biking, Walking, and Transit From the 2012 CHTS and 2017 NHTS
    Authors: Susan Pike and Susan Handy
    Report: University of California, Davis (July 2021)

  16. Investigating the Sensitivity of Electric Vehicle Out-of-Home Charging Demand to Changes in Light-Duty Vehicle Fleet Makeup and Usage: A Case Study for California 2030
    Authors: Adam Wilkinson Davis and Gil Tal
    Journal: Transportation Research Record: Journal of the Transportation Research Board (July 2021)

  17. New Energy Bound-Based Model for Optimal Charging of Electric Vehicles with Solar Photovoltaic Considering Low-Voltage Network's Constraints
    Authors: Andrés Felipe Cortés Borray, Alejandro Garcés, Julia Merino, Esther Torres, and Javier Mazón
    Journal: International Journal of Electrical Power and Energy Systems (July 2021)

  18. Commuter Demand Estimation and Feasibility Assessment for Urban Air Mobility in Northern California
    Authors: Mihir Rimjha, Susan Hotel, Antonio Trani, and Nicolas Hinze
    Journal: Transportation Research Part A: Policy and Practice (June 2021)

  19. Behavioral and Technology Implications of Electromobility on Household Travel Emissions
    Authors: Seshadri Srinivasa Raghavan and Gil Tal
    Journal: Transportation Research Part D: Transport and Environment (May 2021)

  20. Urban Air Mobility: Factors Affecting Vertiport Capacity
    Authors: Mihir Rimjha and Antonio Trani
    Conference: Integrated Communications, Navigation, and Surveillance Conference (April 2021)

  21. If You Zone It, Who Will Come, and How Will They Travel? The Effects of Relaxed Zoning Regulations on Travel Behavior
    Author: Matthew Wigginton Conway
    Thesis: Arizona State University (April 2021)

  22. Variability of the Value of Vehicle-to-Grid Across Vehicle and Time in Future California Grid
    Authors: Meiye Wang
    Thesis: University of Michigan (April 2021)

  23. Real-World Driving Features for Identifying Intelligent Driver Model Parameters
    Authors: Bharatkumar Hegde, Michael O'Keefe, Steven Muldoon, Jeffery Gonder, and Chen-Fang Chang
    Report: SAE Technical Paper 2021-01-0436 (April 2021)

  24. Strategically Targeting Plug-In Electric Vehicle Rebates and Outreach Using "EV Convert" Characteristics Authors: Brett D. H. Williams and John B. Anderson
    Journal: Energies (March 2021)

  25. Sources of and Gaps in Data for Understanding Public Transit Ridership
    Authors: Brian Taylor and Jacob Wasserman
    Report: University of California's Institute of Transportation Studies (January 2021)

  26. Evaluating the Impacts of Transit-Oriented Developments on Household Transportation Expenditures in California
    Author: Hongwei Dong
    Journal: Journal of Transport Geography (January 2021)

  27. Developing Policy Thresholds for Objectively Measured Environmental Features To Support Active Travel
    Authors: Behram Wali, Lawrence Frank, Jim Chapman, and Eric Fox
    Journal: Transportation Research Part D: Transport and Environment (January 2021)

  28. Personal Vehicle Electrification and Charging Solutions for High-Energy Days
    Authors: Wei Wei, Sankaran Ramakrishnan, Zachary A. Needell, and Jessika E. Trancik
    Journal: Nature Energy (January 2021)

  29. PHEV Power Management Optimization Using Trajectory Forecasting Based Machine Learning
    Author: Joseph Augusto Garcia
    Thesis: University of California, Irvine (2021)

  1. Plug-in Hybrid Electric Vehicle Observed Utility Factor: Why the Observed Electrification Performance Differ from Expectations
    Authors: Seshadri Srinivasa Raghavan and Gil Tal
    Journal: International Journal of Sustainable Transportation (December 2020)

  2. A Review of the Population-Based and Individual-Based Approaches for Electric Vehicles in Network Energy Studies
    Authors: Andres Borray, Julia Merino, Esther Torres, and Javier Mazón
    Journal: Electric Power Systems Research (December 2020)

  3. Assessment of Sociodemographic Disparities in Environmental Exposure Might Be Erroneous due to Neighborhood Effect Averaging: Implications for Environmental Inequality Research
    Authors: Junghwan Kim and Mei-Po Kwan
    Journal: Environmental Research (November 2020)

  4. Speed Trajectory Generation for Energy Efficient Connected and Automated Vehicles
    Authors: Lung En Jan, Junfeng Zhao, Shunsuke Aoki, Anand Bhat, Chen-Fang Chang, and Ragunathan Rajkumar
    Report: Carnegie Mellon University (October 2020)

  5. Estimating the Technical Feasibility of Fuel Cell and Battery Electric Vehicles for the Medium and Heavy Duty Sectors in California
    Authors: Kate Forrest, Michael Mac Kinnon, Brian Tarroja, and Scott Samuelsen
    Journal: Applied Energy (October 2020)

  6. Exploration of Statewide Fragmentation of Activity and Travel and a Taxonomy of Daily Time Use Patterns Using Sequence Analysis in California
    Authors: Elizabeth Callahan McBride, Adam Wilkinson Davis, and Konstadinos Goulias
    Journal: Transportation Research Record: Journal of the Transportation Research Board (September 2020)

  7. Measuring Success for Safe Routes to School Programs
    Authors: Carole Turley Voulgaris, Serena Alexander, Reyahne Hosseinzade, James Jimenez, Katherine Lee, and Anurag Pande
    Report: Mineta Transportation Institute Publications (September 2020)

  8. Estimating Region-Specific Fuel Economy in the United States from Real-World Driving Cycles
    Authors: Brennan Borlaug, Jacob Holden, Eric Wood, Byungho Lee, Justin Fink, Scott Agnew, and Jason Lustbader
    Journal: Transportation Research Part D: Transport and Environment (September 2020)

  9. Data-Driven Transferred Energy Management Strategy for Hybrid Electric Vehicles via Deep Reinforcement Learning
    Authors: J. Liao, T. Liu, W. Tan, S. Lu, and Y. Yang
    Report: ArXiv Preprint (September 2020)

  10. Microsimulation Analysis for Network Traffic Assignment (MANTA) at Metropolitan-Scale for Agile Transportation Planning
    Authors: Pavan Yedavalli, Krishna Kumar, and Paul Waddell
    Report: University of California, Berkeley (July 2020)

  11. Characterizing Plug-In Hybrid Electric Vehicle Consumers Who Found the U.S. Federal Tax Credit Extremely Important in Enabling Their Purchase
    Authors: Brett Williams, John Anderson, and Amy Lastuka
    Conference: Electric Vehicle Symposium (June 2020)

  12. Emissions Benefits of Electric Vehicles in Uber and Lyft Ride-Hailing Services
    Author: Alan Jenn
    Journal: Nature Energy (June 2020)

  13. How Neighborhood Effect Averaging Might Affect Assessment of Individual Exposures to Air Pollution: A Study of Ozone Exposures in Los Angeles
    Authors: Junghwan Kim and Mei-Po Kwan
    Journal: Annals of the American Association of Geographers (June 2020)

  14. Co-Simulation Platform for Developing InfoRich Energy-Efficient Connected and Automated Vehicles
    Authors: Shunsuke Aoki, Lung En, Junfeng Zhao, Anand Bhat, Ragunathan Rajkumar, and Chen-Fang Chang
    Conference: IEEE Intelligent Vehicles Symposium (June 2020)

  15. Assessing Personal Exposure to Traffic-Related Air Pollution Using Individual Travel-Activity Diary Data and an On-Road Source Air Dispersion Model
    Authors: Yoo Min Park
    Journal: Health and Place (May 2020)

  16. MobilityNet: Towards a Public Dataset for Multi-Modal Mobility Research
    Authors: Kalyanaraman Shankari, Jonathan Fuerst, Mauricio Fadel Argerich, Eleftherios Avramidis, and Jesse Zhang
    Conference: International Conference on Learning Representations: Tackling Climate Change with Machine Learning (April 2020)

  17. RouteE: A Vehicle Energy Consumption Prediction Engine
    Authors: Jacob Holden, Nicholas Reinicke, and Jeff Cappellucci
    Conference: WCX SAE World Congress, SAE Technical Paper 2020-01-0939 (April 2020)

  18. Leveraging Real-World Driving Data for Design and Impact Evaluation of Energy Efficient Control Strategies
    Authors: Bharatkumar Hegde, Steven E. Muldoon, Michael O'Keefe, and Jeffrey Gonder
    Conference: WCX SAE World Congress (April 2020)

  19. Corroborative Evaluation of the Real-World Energy Saving Potentials of InfoRich Eco-Autonomous Driving (iREAD) System
    Authors: Junfeng Zhao, Chen Fang Chang, Raj Rajkumar, and Jeffrey Gonder
    Conference: WCX SAE World Congress (April 2020)

  20. Planning of In-Motion Electric Vehicle Charging on Freeways
    Authors: Ahmed Mohamed, Andrew Meintz, and Kevin Walkowicz
    Newsletter: IEEE Smart Grid (February 2020)

  21. Understanding Racial Disparities in Exposure to Traffic-Related Air Pollution: Considering the Spatiotemporal Dynamics of Population Distribution
    Authors: Yoo Min Park and Mei-Po Kwan
    Journal: International Journal of Environmental Research and Public Health (February 2020)

  22. How Much Information Is Lost When Sampling Driving Behavior Data? Indicators To Quantify the Extent of Information Loss
    Authors: J. Liu, A. Khattak, L. Han, and Q. Yuan
    Journal: Journal of Intelligent and Connected Vehicles (January 2020)

  1. Planning Optimization for Inductively Charged On-Demand Automated Electric Shuttles Project at Greenville, South Carolina
    Authors: Ahmed Mohamed,  Lei Zhu, Andrew Meintz, and Eric Wood
    Journal: IEEE Transactions on Industry Applications (December 2019)

  2. Parking Prices and the Decision to Drive to Work: Evidence from California
    Author: Nagwa Khordagui
    Journal: Transportation Research Part A: Policy and Practice (December 2019)

  3. The Transforming Transportation Ecosystem—A Call to Action
    Author: Jane Macfarlane
    Report: Institute of Transportation Studies, University of California, Berkeley (November 2019)

  4. Examining the Case for Long-Range Battery Electric Vehicles with a Generalized Description of Driving Patterns
    Author: Michael Tamor
    Journal: Transportation Research Part C: Emerging Technologies (November 2019)

  5. Predicting a Vehicle's Distance Traveled from Short-Duration Data
    Authors: Ruohan Li and Kara Kockelman
    Journal: Transport Findings (September 2019)

  6. Data-Driven Energy Use Estimation in Large Scale Transportation Networks
    Authors: Bin Wang, Cy Chan, Divya Somasi, Jane Macfarlane, and Eric Rask
    Conference: Association for Computing Machinery/Emerging Interest Group Symposium On Smart Cities and Communities (September 2019)

  7. Does Transit-Oriented Gentrification Increase Driving?
    Authors: Daniel Chatman, Ruoying Xu, Janice Park, and Anne Spevack
    Journal: Journal of Planning Education and Research (August 2019)

  8. Optimizing the Electric Range of Plug-in Vehicles via Fuel Economy Simulations of Real-World Driving in California
    Authors: Kenneth Laberteaux, Karim Hamza, and John Willard
    Journal: Transportation Research Part D: Transport and Environment (August 2019)

  9. Livewire Data Platform—A Solution for EEMS Data Sharing
    Authors: Kay Kelly, Johanna Levene, John Smart, and Chitra Sivaraman
    Meeting: DOE Vehicle Technologies Office Annual Merit Review (June 2019)

  10. Stochastic Generation of Aggregated Charging Profiles of PEVs for the Operation Analysis of Low Voltage Networks
    Authors: Andres Cortez, Julia Merino, and Esther Torres
    Conference: 25th International Conference on Electricity Distribution (June 2019)

  11. The Relationship Between Neighborhood Design and Social Capital as Measured by Carpooling
    Author: Dhari Alrasheed
    Journal: Journal of Regional Science (June 2019)

  12. SMART Mobility - Advanced Fueling Infrastructure: National Energy Impact of Electrified Ride-Hailing Vehicles with Varying Infrastructure Support
    Authors: Yan Zhou, Eric Wood, and Fei Xie
    Report: Energy Efficient Mobility Systems 2018 Annual Progress Report (April 2019)

  13. Core Modeling: Maintenance, Tools, Real-World Energy Impact Estimation, and Toyota Prius Prime Validation
    Authors: Phillip Sharer and Aymeric Rousseau
    Report: Energy Efficient Mobility Systems 2018 Annual Progress Report (April 2019)

  14. Modeling the Effect of Power Consumption in Automated Driving Systems on Vehicle Energy Efficiency for Real-World Driving in California
    Authors: Karim Hamza, John Willard, Kang-Ching Chu, and Kenneth Laberteaux
    Journal: Transportation Research Record: Journal of the Transportation Research Board (March 2019)

  15. Aging Characterization and Modeling of Nickel-Manganese-Cobalt Lithium-Ion Batteries for 48V Mild Hybrid Electric Vehicle Applications
    Authors: Z. Liu, A. Ivanco, and S. Onori
    Journal: Journal of Energy Sources (February 2019)

  16. An Overview of Technologies for Individual Trip History Collection: Mobility Decision Science Pillar SMART Mobility Consortium
    Authors: T. Kwasnik, S. Carmichael, and S. Isley
    Report: National Renewable Energy Laboratory (January 2019)

  17. Understanding the Linkage Between Electric Vehicle Charging Network Coverage and Charging Opportunity Using GPS Travel Data
    Authors: E. Kontou, C. Liu, F. Xie, X. Wu, and Z. Lin
    Journal: Transportation Research Part C: Emerging Technologies (January 2019)

  18. Low-Income Access to Employer-Based Transit Benefits: Evidence from 10 Large Metropolitan Regions
    Author: Andrea Hamre
    Journal: Journal of Transportation Demand Management (2019)

  1. Forecasting Current and Next Trip Purpose with Social Media Data and Google Places
    Authors: Y. Cui, C. Meng, Q. He, and J. Gao
    Journal: Transportation Research Part C: Emerging Technologies (December 2018)

  2. Will Advanced Public Charging Infrastructure Speed Up Electrification of Future Transportation?
    Authors: F. Xie, Z. Lin, Y. Zhou, C. Rames, E. Wood, and E. Kontou
    Conference: International Conference on Intelligent Transportation Systems (November 2018)

  3. The Potential Short-Term Impact of a Hyperloop Service Between San Francisco and Los Angeles on Airport Competition in California
    Authors: A. Voltes-Dorta and E. Becker
    Journal: Transport Policy (November 2018)

  4. Economic Viability and Environmental Impact of In-Motion Wireless Power Transfer
    Authors: B. Limb, Z. Asher, T. Bradley, E. Sproul, D. Trinko, B. Crabb, R. Zane, and J. Quinn
    Journal: IEEE Transactions on Transportation Electrification (October 2018)

  5. Navigation Application Programming Interface Route Fuel Saving Opportunity Assessment on Large-Scale Real-World Travel Data for Conventional Vehicles and Hybrid Electric Vehicles
    Authors: L. Zhu, J. Holden, and J. Gonder
    Journal: Transportation Research Record (October 2018)

  6. Simultaneous Estimation of Flexible Models and Associated Hyperparameters: An Application to Travel Activity-Duration Modeling
    Authors: D. Emaasit and A. Paz
    Journal: Transportation Research Record (September 2018)

  7. A Driving Cycle Detection Approach Using Map Service API
    Authors: L. Zhu and J. Gonder
    Journal: Transportation Research Part C: Emerging Technologies (July 2018)

  8. Deviation between Actual and Shortest Travel Time Paths for Commuters
    Authors: W. Tang and D. Levinson
    Journal: Journal of Transportation Engineering, Part A: Systems (June 2018)

  9. Electric Vehicle Fast Charging Station Usage and Power Requirements
    Authors: T. Bryden, G. Hilton, A. Cruden, and T. Holton
    Journal: Energy (June 2018)

  10. Establishing a Central Archive for Transit Passenger Data
    Authors: G. Newmark and H. Nixon
    Report: Mineta Transportation Institute (May 2018)

  11. Are Cars Used Differently in Germany than in California? Findings from Annual Car-Use Profiles
    Authors: C. Eisenmann and R. Buehler
    Journal: Journal of Transport Geography (May 2018)

  12. Volunteers in the Smart City: Comparison of Contribution Strategies on Human-Centered Measures
    Authors: S. Bennati, I. Dusparic, R. Shinde, and C. Jonker
    Report: ETH Zurich (May 2018)

  13. Beyond Residential Segregation: A Spatiotemporal Approach to Examining Multi-Contextual Segregation
    Authors: Y. Park and M. Kwan
    Journal: Computers, Environment, and Urban Systems (May 2018)

  14. A Study on Optimal Powertrain Sizing of Plugin Hybrid Vehicles for Minimizing Criteria Emissions Associated with Cold Starts
    Authors: K. Hamza and K. Laberteaux
    Conference: SAE World Congress (April 2018)

  15. Determining Off-Cycle Fuel Economy Benefits of Two-Layer HVAC Technology
    Authors: F. Jehlik, N. Chevers, M. Moniot, and Y. Song
    Technical Paper: SAE International (April 2018)

  16. Conceptualization and Implementation of a Scalable Powertrain, Modular Energy Storage and an Alternative Cooling System on a Student Concept Vehicle
    Authors: B. Schwambach, J. Brooks, P. Venhovens, K. Bagga, et al.
    Conference: WCX SAE World Congress Experience (April 2018)

  17. Planning for Electric Vehicle Needs by Coupling Charging Profiles with Urban Mobility
    Authors: Y. Xu, S. Colak, E. Kara, S. Moura, and M. González
    Journal: Nature Energy (April 2018)

  18. A Stochastic Method for Prediction of the Power Demand at High Rate EV Chargers
    Authors: G. Hilton, M. Kiaee, T. Bryden, B. Dimitrov, A. Cruden, and A. Mortimer
    Journal: IEEE Transactions on Transportation Electrification (April 2018)

  19. Trip Energy Estimation Methodology and Model Based on Real-World Driving Data for Green Routing Applications
    Authors: J. Holden, H. Van Til, E. Wood, L. Zhu, J. Gonder, and M. Shirk
    Conference: Transportation Research Board 97th Annual Meeting (January 2018)

  1. A Transport Justice Evaluation of Employer-Based Transit Subsidies
    Author: A. Hamre
    Dissertation: Virginia Polytechnic Institute and State University (December 2017)

  2. Data-Driven Fuel Consumption Estimation: A Multivariate Adaptive Regression Spline Approach
    Authors: Y. Chen, L. Zhu, J. Gonder, S. Young, and K. Walkowicz
    Journal: Transportation Research Part C: Emerging Technologies (October 2017)

  3. Quantifying the Environmental Impacts of Increasing High Occupancy Vehicle Lanes in the United States
    Authors: R. Javid, A. Nejat, and K. Hayhoe
    Journal: Transportation Research Part D: Transport and Environment (October 2017)

  4. Prediction of Individual Social-Demographic Role Based on Travel Behavior Variability Using Long-Term GPS Data
    Authors: L. Zhu, J. Gonder, and L. Lin
    Journal: Journal of Advanced Transportation (July 2017)

  5. Evaluation of Current, Future, and Beyond Li-Ion Batteries for the Electrification of Light Commercial Vehicles: Challenges and Opportunities     
    Authors: S. Sripad and V. Viswanathan
    Journal: Journal of the Electrochemical Society (July 2017)

  6. On the Distribution of Individual Daily Driving Distances
    Authors: P. Plötz, N. Jakobsson, and F. Sprei
    Journal: Transportation Research Part B: Methodological (July 2017)

  7. Green Routing Fuel Saving Opportunity Assessment: A Case Study Using Large-Scale Real-World Travel Data
    Authors: L. Zhu, J. Holden, E. Wood, and J. Gonder
    Conference: IEEE Intelligent Vehicles Symposium (June 2017)

  8. Synthesis and Experimental Validation of Battery Aging Test Profiles Based on Real-World Duty Cycles for 48V Mild Hybrid Vehicles
    Authors: Z. Liu, S. Onori, and A. Ivanco
    Journal: IEEE Transactions on Vehicular Technology (June 2017)

  9. Battery Aging Studies Based on Real-World Driving
    Author: Zifan Liu
    Dissertation: Clemson University (May 2017)

  10. Weather Is Not Significantly Correlated with Destination-Specific Transport-Related Physical Activity Among Adults: A Large-Scale Temporally Matched Analysis
    Authors: C. Durand, K. Zhang, and D. Salvo
    Journal: Preventive Medicine (May 2017)

  11. Neighborhood Density and Travel Mode: New Survey Findings for High Densities
    Author: S. Lewis
    Journal: International Journal of Sustainable Development & World Ecology (April 2017)

  12. Investigation of Transmission Warming Technologies at Various Ambient Conditions
    Authors: F. Jehlik, S. Iliev, E. Wood, and J. Gonder
    Conference: SAE World Congress (March 2017)

  13. Utilizing Public Vehicle Travel Survey Data Sets for Vehicle Driving Pattern and Fuel Economy Studies
    Authors: N. Khemri, H. Ying, J. Supina, and F. Syed
    Conference: SAE World Congress (March 2017)

  14. A Comprehensive Model of Regional Electric Vehicle Adoption and Penetration
    Authors: R. Javid and A. Nejat
    Journal: Transport Policy (February 2017)

  15. Privacy-Enhancing Aggregation of Internet of Things Data via Sensors Grouping
    Authors: S. Bennati and E. Pournaras
    Report (February 2017)

  16. Understanding Changes in Youth Mobility
    Authors: M. Coogan, N. Nygaard, and R. Weinberger
    Report: National Cooperative Highway Research Program (08-36, Task 132) (February 2017)

  17. Parking Search Caused Congestion: Where's All the Fuss?
    Authors: R. Weinberger, A. Millard-Ball, and R. Hampshire
    Conference: Transportation Research Board Annual Meeting (January 2017)

  18. Parametric Modeling Approach for Economic and Environmental Life Cycle Assessment of Medium-Duty Truck Electrification
    Authors: D. Lee and V. Thomas
    Journal: Journal of Cleaner Production (January 2017)

  19. Plug-In Hybrid Electric Vehicle LiFePO4 Battery Life Implications of Thermal Management, Driving Conditions, and Regional Climate
    Authors: T. Yuksel, S. Litster, V. Viswanathan, and J. Michalek
    Journal: Journal of Power Sources (January 2017)

  20. Socio-Technical Smart Grid Optimization via Decentralized Charge Control of Electric Vehicles
    Authors: E. Pournaras, S. Jung, H. Zhang, X. Fang, and Lloyd Sanders
    Report (January 2017)

  21. Essays on Travel Demand for Toll Roads
    Author: J. Kweun  
    Dissertation: George Mason University (2017)

  22. Incentivized Data Sharing via Group-Level Privacy-Preservation
    Authors:  S. Bennati and E. Pournaras 
    Report: ETH Zurich (2017)

  23. A Comparative Study of Driving Performance in Metropolitan Regions Using Large-Scale Vehicle Trajectory Data: Implications for Sustainable Cities
    Authors: J. Liu, A. Khattak, and X. Wang 
    Journal: International Journal of Sustainable Transportation (2017)

  24. TripEnergy: Estimating Personal Vehicle Energy Consumption Given Limited Travel Survey Data
    Authors: J. McNerney, Z. Needell, M. Chang, M. Miotti, and J. Trancik  
    Journal: Transportation Research Record: Journal of the Transportation Research Board (2017)

  25. A Trajectory Segmentation Map-Matching Approach for Large-Scale, High-Resolution GPS Data
    Authors: L. Zhu, J. Holden, and J. Gonder
    Journal: Transportation Research Record: Journal of the Transportation Research Board (2017)

  26. Method for Gauging Usage Opportunities for Partially Automated Vehicles with Application to Public Travel Survey Data Sets
    Authors: K. Laberteaux, K. Hamza, A. Berger, and C. Brown
    Journal: Transportation Research Record: Journal of the Transportation Research Board (2017)

  27. Social Travel in the Era of the Smartphone
    Author: A. Mondschein
    Book: The Routledge International Handbook of Walking (2017)

  28. Naturalistic Driving Cycle Synthesis by Markov Chain of Different Orders
    Authors: Z. Liu, A. Ivanco, and Z. Filipi
    Journal: International Journal of Powertrains (2017)

  1. Travel Behavior Dynamics in Space and Time
    Author: J. Lee
    Dissertation: University of California, December 2016

  2. Quantifying the Environmental Impacts of Selected Sustainable Transportation Policies
    Author: R. Javid
    Dissertation: Texas Tech University, December 2016

  3. License Plate Reader Technology: Transportation Uses and Privacy Risks
    Authors: J. Zmud, J. Wagner, and M. Moran
    Report: National Cooperative Highway Research Program (08-36, Task 136), November 2016

  4. Economic and Environmental Feasibility, Architecture Optimization, and Grid Impact of Dynamic Charging of Electric Vehicles Using Wireless Power Transfer
    Authors: B. Limb, T. Bradley, B. Crabb, and R. Zane
    Conference: IEEE Hybrid and Electric Vehicles Conference, November 2016

  5. Insulated Catalyst with Heat Storage for Real-World Vehicle Emissions Reduction
    Author: R. Daya, M. Singh, J. Hoard, and S. Chanda
    Conference: ASME Internal Combustion Engine Division Fall Technical Conference, October 2016

  6. Transit Use by Children and Adolescents: An Overlooked Source of and Opportunity for Physical Activity?
    Authors: C. Durand, K. Gabriel, D. Hoelscher, and H. Kohl
    Journal: Journal of Physical Activity & Health, August 2016

  7. Potential for Widespread Electrification of Personal Vehicle Travel in the United States
    Authors: Z. Needell, J. McNerney, M. Chang, and J. Trancik
    Journal: Nature Energy, August 2016

  8. Infrastructure Optimization and Economic Feasibility of In-Motion Wireless Power Transfer
    Authors: B. Limb, R. Zane, J. Quinn, and T. Bradley
    Conference: IEEE Transportation Electrification Conference, July 2016

  9. A Methodology for Implementing VMT for Affordable Housing Traffic Impact Analysis
    Author: P. Chavez
    Thesis: Cal Poly Pomona, July 2016

  10. Value of Storage Technologies for Wind and Solar Energy
    Authors: W. Bra, J. Mueller, and J. Trancik
    Journal: Nature Climate Change, June 2016

  11. A Large-Scale Simulation Process to Evaluate Powertrain Technology Targets with Real-World Driving
    Authors: N. Shidore, E. Islam, R. Vijayagopal, N. Kim, A. Moawad, and A. Rousseau
    Conference: Electric Vehicle Symposium, June 2016

  12. A Real-World Evaluation of the Effects of Predictive Real-Time Traffic Signal Information
    Authors: D. Etherington, A. Rousseau, A. Sokolov, and C. Schmid
    Conference: ITS America, June 2016

  13. Analyzing Potential Grid Impacts from Future In-Motion Roadway Wireless Power Transfer Scenarios
    Authors: A. Meintz, J. Gonder, J. Jorgenson, and A. Brooker
    Conference: Electric Vehicle Symposium, June 2016

  14. CO2 Emissions Associated with Electric Vehicle Charging: The Impact of Electricity Generation Mix, Charging Infrastructure Availability, and Vehicle Type
    Authors: J. McLaren, J. Miller, E. O'Shaughnessy, E. Wood, and E. Shapiro
    Journal: The Electricity Journal, June 2016

  15. The Association of Trip Distance with Walking To Reach Public Transit: Data from the California Household Travel Survey
    Authors: C. Durand, X. Tang, K. Gabriel, I. Sener, A. Oluyomi, G. Knell, A. Porter, D. Hoelscher, and H. Kohl
    Journal: Journal of Transport and Health, June 2016

  16. Emissions Associated with Electric Vehicle Charging: Impact of Electricity Generation Mix, Charging Infrastructure Availability, and Vehicle Type
    Authors: J. McLaren, J. Miller, E. O'Shaughnessy, E. Wood, and E. Shapiro
    Report: National Renewable Energy Laboratory, April 2016

  17. An Energy Reallocation Model for Estimation of Equivalent Greenhouse Gas Emissions of Various Charging Behaviors of Plugin Hybrid Electric Vehicles
    Authors: K. Hamza and K. Laberteaux
    Journal: SAE International Journal of Alternative Powertrains, April 2016

  18. Impacts of Real-World Driving and Driver Aggressiveness on Fuel Consumption of 48V Mild Hybrid Vehicle
    Authors: Z. Liu, A. Ivanco, and Z. Filipi
    Journal: SAE International Journal of Alternative Powertrains, April 2016

  19. Impact of Connectivity and Automation on Vehicle Energy Use
    Authors: P. Michel, D. Karbowski, and A. Rousseau
    Conference: SAE World Congress, April 2016

  20. Vehicle and Drive Cycle Simulation of a Vacuum Insulated Catalytic Converter
    Authors: R. Daya, J. Hoard, S. Chanda, and M. Singh
    Journal: SAE International Journal of Engines, April 2016

  21. Conceptualization and Implementation of a Dual-Purpose Battery Electric Powertrain Concept for an Urban Utility/Activity Vehicle
    Authors: A. Ivanco, B. Selvaraj, K. Murali, and A. Narayanan
    Conference: SAE World Congress, April 2016

  22. Parking-Cruising Caused Congestion
    Authors: R. Weinberger, A. Millard-Ball, and R. Hampshire
    Report: U.S. Department of Transportation, March 2016

  23. Analyzing Multiday Route Choice Behavior of Commuters Using GPS Data
    Authors: W. Tang and L. Cheng
    Journal: Advances in Mechanical Engineering, February 2016

  24. Value of Public Charging: Understanding the Linkage Between Charging Network Coverage and Charging Opportunity
    Authors: C. Liu and Z. Lin
    Conference: Transportation Research Board Annual Meeting, January 2016

  25. Connectivity-Enhanced Route Selection and Adaptive Control for the Chevrolet Volt
    Authors: J. Gonder, E. Wood, and S. Rajagopalan
    Journal: Journal of Traffic and Transportation Engineering, 2016

  26. Privacy and Spatial Pattern Preservation in Masked GPS Trajectory Data
    Authors: D. Seidl, P. Jankowski, and M. Tsou
    Journal: International Journal of Geographic Information Science, 2016

  27. How Smart Is Your Smart Card? Evaluating Transit Smart Card Data with Privacy Restrictions and Limited Penetration Rates
    Author: G. Erhardt
    Journal: Transportation Research Record: Journal of the Transportation Research Board, 2016

  28. Behavioral Response to Environmental Taxation: Evidence from the Transportation Sector
    Author: D. Cerruti
    Dissertation: University of Maryland, 2016

  29. Optimization of Roadway Electrification Integrating Wireless Power Transfer: Techno-Economic Assessment and Lifecycle Analysis
    Author: B. Limb
    Thesis: Utah State University, 2016

  1. Income, Location Efficiency, and VMT: Affordable Housing as a Climate Strategy
    Authors: G. Newmark, P. Haas, J. Pappas, and H. Preservation
    Report: Center for Neighborhood Technology, December 2015

  2. Household Income and Vehicle Fuel Economy in California
    Authors: C. Ferrell and D. Reinke
    Report: MINETA Transportation Institute, November 2015

  3. Energy Consumption of Electric Vehicles Based on Real-World Driving Patterns: A Case Study of Beijing
    Authors: H. Wang, X. Zhang, and M. Ouyang
    Journal: Applied Energy, November 2015

  4. Taxing Vehicle Miles Traveled: The Traffic Choices Experiment in the Puget Sound Region
    Author: D. Cerruti
    Report: November 2015

  5. Suitability of Synthetic Driving Profiles from Traffic Micro-Simulation for Real-World Energy Analysis
    Authors: Y. Hou, E. Wood, E. Burton, and J. Gonder
    Conference: ITS World Congress, October 2015

  6. Naturalistic Drive Cycle Synthesis for Pickup Trucks
    Authors: Z. Liu, A. Ivanco, and Z. Filipi
    Journal: Journal of Safety Research, September 2015

  7. Letter from the Editors - Fourth International Symposium on Naturalistic Driving Research
    Authors: T. Planek, S. Sinelnikov, J. Thomas, K. Kolosh, and K. Porretta
    Journal: Journal of Safety Research, September 2015

  8. Beijing Passenger Car Travel Survey: Implications for Alternative Fuel Vehicle Deployment
    Authors: H. Wang, X. Zhang, L. Wu, C. Hou, H. Gong, Q. Zhang, and M. Ouyang
    Journal: Mitigation and Adaption Strategies for Global Change, June 2015

  9. The Role of Alternative Fuel Vehicles: Using Behavioral and Sensor Data To Model Hierarchies in Travel
    Authors: J. Liu, A. Khattak, and X. Wang
    Journal: Transportation Research Part C: Emerging Technologies, June 2015

  10. Pavement Performance Evaluation Using Connected Vehicles
    Author: R. Bridgelall
    Dissertation: North Dakota State University, June 2015

  11. Data Needs Assessment for Making Transportation Decisions in Virginia
    Author: A. Khattak, X. Wang, S. Son, and J. Liu
    Report: Virginia Center for Transportation Innovation and Research, June 2015

  12. Electric Vehicle Charging Integration in Buildings: Local Charging Coordination and DC Grids
    Author: J. Van Roy
    Report: University of Leuven, May 2015

  13. Multi-Lab EV Smart Grid Integration Requirements Study
    Authors: T. Markel, A. Meintz, K. Hardy, B. Chen, T. Bohn, J. Smart, D. Scoffield, R. Hovsapian, S. Saxena, J. MacDonald, S. Kiliccote, K. Kahl, and R. Pratt
    Report: National Renewable Energy Laboratory, May 2015

  14. EPA GHG Certification of Medium- and Heavy-Duty Vehicles: Development of Road Grade Profiles Representative of U.S. Controlled Access Highways
    Authors: E. Wood, A. Duran, E. Burton, J. Gonder, and K. Kelly
    Report: National Renewable Energy Laboratory, May 2015

  15. FASTSim: A Model to Estimate Vehicle Efficiency, Cost, and Performance
    Authors: A. Brooker, J. Gonder, L. Wang, E. Wood, S. Lopp, and L. Ramroth
    Conference: SAE World Congress, April 2015

  16. Quantification of Drive Cycle's Rapid Speed Fluctuations Using Fourier Analysis
    Authors: Z. Liu, A. Ivanco, and Z. Filipi
    Journal: SAE International Journal of Alternative Powertrains, April 2015

  17. Measuring the Benefits of Public Chargers and Improving Infrastructure Deployments Using Advanced Simulation Tools
    Authors: E. Wood, J. Neubauer, and E. Burton
    Conference: SAE World Congress, April 2015

  18. Quantifying the Effect of Fast Charger Deployments on Electric Vehicle Utility and Travel Patterns via Advanced Simulation
    Authors: E. Wood, J. Neubauer, and E. Burton
    Conference: SAE World Congress, April 2015

  19. Will Your Battery Survive a World with Fast Chargers?
    Authors: J. Neubauer and E. Wood
    Conference: SAE World Congress, April 2015

  20. A Second Life for Electric Vehicle Batteries: Answering Questions on Battery Degradation and Value
    Authors: J. Neubauer, E. Wood, and A. Pesaran
    Conference: SAE World Congress, April 2015

  21. Adaptive Price Control for Electric Vehicle Charging in Smart Grid
    Authors: W. Zhong, C. Lu, and R. Yu
    Conference: International Conference on Science and Technology, April 2015

  22. Simulated Real-World Energy Impacts of a Thermally Sensitive Powertrain Considering Viscous Losses and Enrichment
    Authors: F. Jehlik, E. Wood, J. Gonder, and S. Lopp
    Conference: SAE World Congress, April 2015

  23. Simulated Real-World Energy Impacts of a Thermally Sensitive Powertrain Considering Viscous Losses and Enrichment
    Authors: F. Jehlik, E. Wood, J. Gonder, and S. Lopp
    Journal: SAE International Journal of Materials and Manufacturing, April 2015

  24. Spatial Obfuscation of GPS Travel Data
    Authors: D. Seidl, P. Jankowski, and M. Tsou
    Journal: CSU Geospatial Review, Spring 2015

  25. Multiday GPS Travel Behavior Data for Travel Analysis
    Author: RSG
    Report: Federal Highway Administration, March 2015

  26. Transit for All: Achieving Equity in Transit-Oriented Development
    White Paper: Alliance for Community Transit Los Angeles, February 2015

  27. What Is the Level of Volatility in Instantaneous Driving Decisions?
    Authors: X. Wanga, A. Khattaka, J. Liua, G. Masghati-Amolib, and S. Sonc
    Journal: Transportation Research Part C: Emerging Technologies, February 2015

  28. Archiving Data from New Survey Technologies: Enabling Research with High-Precision Data While Preserving Participant Privacy
    Authors: J. Gonder, E. Burton, and E. Murakami
    Journal: Transportation Research Procedia, 2015

  29. Performance Targets for Electric Vehicle Batteries
    Author: M. Chang
    Thesis: Massachusetts Institute of Technology, 2015

  30. Price Control for Electric Vehicle Charging in Smart Grid: Adaptive Dynamic Programming Approach
    Authors: W. Zhou, W. Zhong, and R. Yu
    Journal: Journal of the University of Electronic Science and Technology of China, 2015

  31. Workshop Synthesis: Sampling Issues, Data Quality, and Data Protection
    Authors: J. Armoogum and J. Dill
    Journal: Transportation Research Procedia, 2015

  32. Quantification of Temperature Implications and Investigation of Battery Design Options for Electrified Vehicles
    Author: T. Yuksel
    Dissertation: Carnegie Mellon University, 2015

  1. Updating U.S. Advanced Battery Consortium and Department of Energy Battery Technology Targets for Battery Electric Vehicles
    Authors: J. Neubauer, A. Pesaran, C. Bae, R. Elder, and B. Cunningham
    Journal: Journal of Power Sources, December 2014

  2. Archiving Data from New Survey Technologies: Lessons Learned on Enabling Research with High-Precision Data While Preserving Participant Privacy
    Authors: J. Gonder, E. Burton, and E. Murakami
    Conference: International Conference on Transport Survey Methods, November 2014

  3. Beijing Passenger Car Travel Survey: Implications for Alternative Fuel Vehicle Deployment
    Authors: H. Wang, X. Zhang, L. Wu, C. Hou, H. Gong, Q. Zhang, and M. Ouyang
    Journal: Mitigation and Adaptation Strategies for Global Change, September 2014

  4. Input Guidelines for Motor Vehicle Emissions Simulator Model
    Authors: C. Porter, D. Kall, D. Beagan, R. Margiotta, J. Koupal, and S. Fincher
    Report: National Cooperative Highway Research Program, September 2014

  5. Connectivity-Enhanced Route Selection and Adaptive Control for the Chevrolet Volt
    Authors: J. Gonder, E. Wood, and S. Rajagopalan
    Conference: Intelligent Transport Systems World Congress, September 2014

  6. Modular Approach for Continuous Cell-Level Balancing To Improve Performance of Large Battery Packs
    Authors: M. Rehman, M. Evzelman, K. Hathaway, R. Zane, G. Plett, K. Smith, E. Wood, and D. Maksimovic
    Conference: IEEE Energy Conversion Congress, September 2014

  7. Thru-Life Impacts of Driver Aggression, Climate, Cabin Thermal Management, and Battery Thermal Management on Battery Electric Vehicle Utility
    Authors: J. Neubauer and E. Wood
    Journal: Journal of Power Sources, August 2014

  8. The Impact of Range Anxiety and Home, Workplace, and Public Charging Infrastructure on Simulated Battery Electric Vehicle Lifetime Utility
    Authors: J. Neubauer and E. Wood
    Journal: Journal of Power Sources, July 2014

  9. Appending High-Resolution Elevation Data to GPS Speed Traces for Vehicle Energy Modeling and Simulation
    Authors: E. Wood, E. Burton, A. Duran, and J. Gonder
    Report: National Renewable Energy Laboratory, June 2014

  10. Utility Factors Derived from Beijing Passenger Car Travel Survey
    Authors: X. Zhang and H. Wang
    Conference: FISITA World Automotive Congress, June 2014

  11. Contribution of Road Grade To the Energy Use of Modern Automobiles across Large Datasets of Real-World Drive Cycles
    Authors: E. Wood, E. Burton, A. Duran, and J. Gonder
    Conference: SAE World Congress, April 2014

  12. An Empirical Study of the Deviation Between Actual and Shortest Travel Time Paths
    Authors: W. Tang and D. Levinson
    Report: Federal Highway Administration, 2014

  13. Case Study of the Real-World Integration of Fuel Cell Plug-In Hybrid Electric Vehicles and Their Effect on Hydrogen Refueling Locations in the Puget Sound Region
    Author: J. Bucher
    Thesis: Colorado State University, 2014

  14. Stochastic Modeling of Battery Electric Vehicle Driver Behavior
    Author: J. Dong and Z. Lin
    Journal: Transportation Research Record: Journal of the Transportation Research Board, 2014

  15. Striking the Balance: Privacy and Spatial Pattern Preservation in Masked GPS Data
    Author: D. Seidl
    Thesis: San Diego State University, 2014

  1. Techno-Economic Analysis of BEVs with Fast Charging Infrastructure
    Authors: J. Neubauer and A. Pesaran
    Conference: International Electric Vehicle Symposium, November 2013

  2. Sensitivity of Plug-In Hybrid Electric Vehicle Economics to Drive Patterns, Electric Range, Energy Management, and Charge Strategies
    Authors: J. Neubauer, A. Brooker, and E. Wood
    Journal: Journal of Power Sources, August 2013

  3. A Comparison of Real-World and Accelerated Powertrain Endurance Cycles for Light-Duty Vehicles
    Authors: P. Attibele, S. Makam, and Y. Lee
    Conference: Innovative Automotive Transmissions, Hybrid and Electric Drives, May 2013

  4. Techno-Economic Analysis of BEV Service Providers Offering Battery Swapping Services
    Authors: J. Neubauer and A. Pesaran
    Conference: SAE World Congress, April 2013

  5. Accounting for the Variation of Driver Aggression in the Simulation of Conventional and Advanced Vehicles
    Authors: J. Neubauer and E. Wood
    Conference: SAE World Congress, April 2013

  6. An Assessment of the System Costs and Operational Benefits of Vehicle-to-Grid Schemes
    Author: C. Harris
    Dissertation: University of Texas, 2013

  1. Estimation of Energy Use by Plug-In Hybrid Electric Vehicles
    Authors: Z. Lin, J. Dong, C. Liu, and D. Greene
    Journal: Transportation Research Record: Journal of the Transportation Research Board, December 2012

  2. A Temporal Assessment of Vehicle Use Patterns and Their Impact on the Provision of Vehicle-to-Grid Services
    Authors: C. Harris and M. Webber
    Journal: Environmental Research Letters, September 2012

  3. Sensitivity of Battery Electric Vehicle Economics to Drive Patterns, Vehicle Range, and Charge Strategies
    Authors: J. Neubauer, A. Brooker, E. Wood, C. Johnson, M. Mendelsohn, and A. Pesaran
    Journal: Journal of Power Sources, July 2012

  4. Sensitivity of Plug-In Hybrid Electric Vehicle Economics to Drive Patterns, Electric Range, Energy Management, and Charge Strategies
    Authors: J. Neubauer, A. Brooker, and E. Wood
    Journal: Journal of Power Sources, July 2012

  5. Battery Wear from Disparate Duty Cycles: Opportunities for Electric-Drive Vehicle Battery Health Management
    Authors: K. Smith, M. Earleywine, E. Wood, and A. Pesaran
    Conference: American Control Conference, June 2012

  6. Plug-in Electric Vehicle Fast Charge Station Operational Analysis with Integrated Renewables
    Authors: M. Simpson and T. Markel
    Conference: International Battery, Hybrid, and Fuel Cell Electric Vehicle Symposium, May 2012

  7. Variability of Battery Wear in Light-Duty Plug-In Electric Vehicles Subject to Ambient Temperature, Vehicle Design, and Consumer Usage
    Authors: E. Wood, J. Neubauer, A. Brooker, J. Gonder, and K. Smith
    Conference: Electric Vehicle Symposium, May 2012

  8. Analyzing Vehicle Fuel Saving Opportunities through Intelligent Driver Feedback
    Authors: J. Gonder, M. Earleywine, and W. Sparks
    Conference: SAE World Congress, April 2012

  9. Comparison of Plug-In Hybrid Electric Vehicle Battery Life across Geographies and Drive Cycles
    Authors: K. Smith, J. Neubauer, M. Earleywine, E. Wood, and A. Pesaran
    Conference: SAE World Congress, April 2012

  10. PHEV Energy Use Estimation: Validating the Gamma Distribution for Representing the Random Daily Driving Distance
    Authors: Z. Lin, J. Dong, C. Liu, and D. Greene
    Conference: Transportation Research Board Annual Meeting, January 2012

  11. Predicting the Market Potential of Plug-In Electric Vehicles Using Multiday GPS Data
    Authors: M. Khan and K. Kockelman
    Conference: Transportation Research Board Annual Meeting, January 2012
    Journal: Energy Policy, February 2012

  12. Improving Survey Methods Using a New Objective Metric for Measuring Driving Time Variability in Survey and GPS Data
    Authors: R. Young and S. Seaman
    Conference: Transportation Research Board Annual Meeting, January 2012

  13. Establishing a Secure Data Center with Remote Access
    Authors: J. Gonder, E. Burton, and E. Murakami
    Conference: Federal Committee on Statistical Methodology Research Conference, January 2012

  1. Battery End-of-Life Considerations for Plug-in Hybrid Electric Vehicles
    Author: E. Wood
    Thesis: Colorado State University, 2011

  2. Simulated Fuel Economy and Performance of Advanced Hybrid Electric and Plug-in Hybrid Electric Vehicles Using In-Use Travel Profiles
    Authors: M. Earleywine, J. Gonder, T. Markel, and M. Thornton
    Conference: IEEE Vehicle Power and Propulsion Conference, September 2010

  3. The Electrification of the Automobile: From Conventional Hybrid, to Plug-in Hybrids, to Extended-Range Electric Vehicles
    Authors: E. Tate, M. Harpster, and P. Savagian
    Journal: SAE International Journal of Passenger Cars — Electronic and Electrical Systems, April 2009

  4. Using Global Positioning System Travel Data to Assess Real-World Energy Use of Plug-In Hybrid Electric Vehicles
    Authors: J. Gonder, T. Markel, M. Thornton, and A. Simpson
    Journal: Transportation Research Record, Journal of the Transportation Research Board Sustainability, Energy, and Alternative Fuels, May 2007

How To Cite the Data

If you use TSDC data in a publication, please contact us and include a citation in your publication consistent with the following format:

"Transportation Secure Data Center." [(year)]. National Renewable Energy Laboratory. Accessed [date]: www.nrel.gov/tsdc.

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