Selection of the Speed Command Distance for Improved Performance of a Rule-Based VSL and Lane Change Control

no code implementations • 13 Nov 2021 • Tianchen Yuan, Faisal Alasiri, Petros A. Ioannou

Then, we consider the distance of the upstream VSL zone as a control variable and perform a comprehensive analysis of its impact on the performance of the closed-loop traffic control system based on the multi-section CTM.

Integrated Traffic Simulation-Prediction System using Neural Networks with Application to the Los Angeles International Airport Road Network

no code implementations • 5 Aug 2020 • Yihang Zhang, Aristotelis-Angelos Papadopoulos, Pengfei Chen, Faisal Alasiri, Tianchen Yuan, Jin Zhou, Petros A. Ioannou

In this paper, we design an integrated simulation-prediction system which estimates the Origin-Destination (OD) matrix of a road network using only flow rate information and predicts the behavior of the road network in different simulation scenarios.

Decision Making Management