The Role of Traffic Flow Preview for Planning Fuel Optimal Vehicle Velocity

Author:

Asadi Behrang1,Zhang Chen2,Vahidi Ardalan2

Affiliation:

1. University of California, San Diego, San Diego, CA

2. Clemson University, Clemson, SC

Abstract

A vehicle’s untimely arrival at a local traffic wave with lots of stops and goes increases its fuel use. This paper proposes predictive planning of the vehicle velocity for reducing the velocity transients in upcoming traffic waves. Macroscopic evolution of traffic pattern along the vehicle route is first estimated by combining a traffic flow model. The fuel optimal velocity trajectory is calculated by solving an optimal control problem with the spatiotemporally varying constraint imposed by the traffic. Preliminary simulation results indicate the potential for improvement in fuel economy with a little compromise on travel time.

Publisher

ASMEDC

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1. Kernel-based planning and imitation learning control for flow smoothing in mixed autonomy traffic;Transportation Research Part C: Emerging Technologies;2024-08

2. Simulation Analysis and Model Modification of the LWR Traffic Flow Theory;2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO);2024-05-20

3. Energy Efficiency of Connected Autonomous Vehicles: A Review;Electronics;2023-09-29

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