Estimating Household Travel Energy Consumption in Conjunction with a Travel Demand Forecasting Model

Author:

Garikapati Venu M.1,You Daehyun2,Zhang Wenwen3,Pendyala Ram M.4,Guhathakurta Subhrajit3,Brown Marilyn A.5,Dilkina Bistra6

Affiliation:

1. Systems Analysis and Integration Section, National Renewable Energy Laboratory, 15013 Denver West Parkway, Golden, CO 80401

2. Maricopa Association of Governments, 302 North First Avenue, Suite 300, Phoenix, AZ 85003

3. School of City and Regional Planning, Center for Geographic Information Systems, Georgia Institute of Technology, 760 Spring Street, Suite 230, Atlanta, GA 30308

4. School of Sustainable Engineering and the Built Environment, Arizona State University, 660 South College Avenue, Tempe, AZ 85281

5. School of Public Policy, 685 Cherry Street, Georgia Institute of Technology, Atlanta, GA 30332

6. School of Computational Science and Engineering, 266 Ferst Drive, Georgia Institute of Technology, Atlanta, GA 30332

Abstract

This paper presents a methodology for the calculation of the consumption of household travel energy at the level of the traffic analysis zone (TAZ) in conjunction with information that is readily available from a standard four-step travel demand model system. This methodology embeds two algorithms. The first provides a means of allocating non-home-based trips to residential zones that are the source of such trips, whereas the second provides a mechanism for incorporating the effects of household vehicle fleet composition on fuel consumption. The methodology is applied to the greater Atlanta, Georgia, metropolitan region in the United States and is found to offer a robust mechanism for calculating the footprint of household travel energy at the level of the individual TAZ; this mechanism makes possible the study of variations in the energy footprint across space. The travel energy footprint is strongly correlated with the density of the built environment, although socioeconomic differences across TAZs also likely contribute to differences in travel energy footprints. The TAZ-level calculator of the footprint of household travel energy can be used to analyze alternative futures and relate differences in the energy footprint to differences in a number of contributing factors and thus enables the design of urban form, formulation of policy interventions, and implementation of awareness campaigns that may produce more-sustainable patterns of energy consumption.

Publisher

SAGE Publications

Subject

Mechanical Engineering,Civil and Structural Engineering

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