Publications (Pre-2025)

Assessment of California MPO Travel Demand Forecasting Models

Research Product Type
Research Report
The goal of this project was to assess the capabilities of the travel demand forecasting models (TDMs) used by California’s metropolitan planning organizations (MPOs) with respect to forecasting the increase in vehicle miles of travel induced by highway capacity expansion.

Industrial Ecology and the Just Transition: Lithium extraction, manufacturing, and end-of-life management for electric vehicle batteries

Research Product Type
Dissertation / Thesis
This dissertation examines clean energy supply chains in the context of the just transition and circular economy frameworks, focusing on a central technology for zero-emissions transportation: lithium-ion batteries (LIBs) for electric vehicles (EVs). The author focuses on three phases of the LIB life cycle: mineral extraction, component and cell manufacturing, and end-of-life management.

Sensor placement considering the observability of traffic dynamics: On the algebraic and graphical perspectives

Research Product Type
Dissertation / Thesis
Traffic sensors serve as one of the most important sources for such data by providing an accurate and reliable general picture of the traffic system. In this dissertation, a new sensor location model is developed to maximize the observability of link densities in a dynamic traffic network described using a piecewise linear ordinary differential equation system.

Accelerate Plug-in Electric Vehicles adoption via understanding household adoption decisions and designing sustainable transportation finance policies

Research Product Type
Dissertation / Thesis
This dissertation sets out to 1) explore the feasibility of implementing a per-mile road-usage charge (RUC) in replacement of the motor fuel taxes, 2) estimate the changes in vehicles-miles travelled (VMT) and the revenues generated from motor fuel taxes under the backdrop of vehicle electrification, and 3) quantify the effects of vehicle class and fuel type portfolios in ZEV-adopting households’ vehicle replacement decisions.