Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint

Qichao Wang; Joseph Severino; Harry Sorensen; Jibonananda Sanyal; Juliette Ugirumurera; Chieh (Ross) Wang; Andy Berres; Wesley Jones; Airton Kohls; Rajesh Paleti Ravi VenkataDurga

Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint

Qichao Wang, Joseph Severino, Harry Sorensen, Jibonananda Sanyal, Juliette Ugirumurera, Chieh (Ross) Wang, Andy Berres, Wesley Jones, Airton Kohls, Rajesh Paleti Ravi VenkataDurga

Research output: Contribution to conference › Paper

Abstract

This paper presents a field deployment experiment of a real-time traffic signal control algorithm. We implemented the Model Predictive Control (MPC) algorithm based on Virtual Phase-Link (VPL) model. We selected the deployment locations and times based on an energy saving potential concept. We developed a set of experiment systems to enable the deployment including sensing, processing, and actuating components. We tested the systems rigorously before the experiment days. We reported the key procedures on the experiment days including the steps took, real-time control procedure, and the monitoring of the experiment. We evaluated the impact of the deployment with the changes in delay and energy consumption.

Original language	American English
Number of pages	10
State	Published - 2022
Event	25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022) - Macau, China Duration: 8 Oct 2022 → 12 Oct 2022

Conference

Conference	25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022)
City	Macau, China
Period	8/10/22 → 12/10/22

Bibliographical note

See NREL/CP-2C00-85004 for paper as published in proceedings

NREL Publication Number

NREL/CP-2C00-83322

Keywords

deployment
MPC
traffic signal control
VPL

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

https://www.nrel.gov/docs/fy23osti/83322.pdf

Cite this

Wang, Q., Severino, J., Sorensen, H., Sanyal, J., Ugirumurera, J., Wang, C., Berres, A., Jones, W., Kohls, A., & VenkataDurga, R. P. R. (2022). Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint. Paper presented at 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022), Macau, China. https://www.nrel.gov/docs/fy23osti/83322.pdf

@conference{bdac47ccaf414be4a998800c4878a01e,

title = "Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint",

abstract = "This paper presents a field deployment experiment of a real-time traffic signal control algorithm. We implemented the Model Predictive Control (MPC) algorithm based on Virtual Phase-Link (VPL) model. We selected the deployment locations and times based on an energy saving potential concept. We developed a set of experiment systems to enable the deployment including sensing, processing, and actuating components. We tested the systems rigorously before the experiment days. We reported the key procedures on the experiment days including the steps took, real-time control procedure, and the monitoring of the experiment. We evaluated the impact of the deployment with the changes in delay and energy consumption.",

keywords = "deployment, MPC, traffic signal control, VPL",

author = "Qichao Wang and Joseph Severino and Harry Sorensen and Jibonananda Sanyal and Juliette Ugirumurera and Wang, {Chieh (Ross)} and Andy Berres and Wesley Jones and Airton Kohls and VenkataDurga, {Rajesh Paleti Ravi}",

note = "See NREL/CP-2C00-85004 for paper as published in proceedings; 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022) ; Conference date: 08-10-2022 Through 12-10-2022",

year = "2022",

language = "American English",

}

Wang, Q , Severino, J , Sorensen, H , Sanyal, J , Ugirumurera, J, Wang, C, Berres, A , Jones, W, Kohls, A & VenkataDurga, RPR 2022, 'Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint', Paper presented at 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022), Macau, China, 8/10/22 - 12/10/22. <https://www.nrel.gov/docs/fy23osti/83322.pdf>

TY - CONF

T1 - Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint

AU - Wang, Qichao

AU - Severino, Joseph

AU - Sorensen, Harry

AU - Sanyal, Jibonananda

AU - Ugirumurera, Juliette

AU - Wang, Chieh (Ross)

AU - Berres, Andy

AU - Jones, Wesley

AU - Kohls, Airton

AU - VenkataDurga, Rajesh Paleti Ravi

N1 - See NREL/CP-2C00-85004 for paper as published in proceedings

PY - 2022

Y1 - 2022

N2 - This paper presents a field deployment experiment of a real-time traffic signal control algorithm. We implemented the Model Predictive Control (MPC) algorithm based on Virtual Phase-Link (VPL) model. We selected the deployment locations and times based on an energy saving potential concept. We developed a set of experiment systems to enable the deployment including sensing, processing, and actuating components. We tested the systems rigorously before the experiment days. We reported the key procedures on the experiment days including the steps took, real-time control procedure, and the monitoring of the experiment. We evaluated the impact of the deployment with the changes in delay and energy consumption.

AB - This paper presents a field deployment experiment of a real-time traffic signal control algorithm. We implemented the Model Predictive Control (MPC) algorithm based on Virtual Phase-Link (VPL) model. We selected the deployment locations and times based on an energy saving potential concept. We developed a set of experiment systems to enable the deployment including sensing, processing, and actuating components. We tested the systems rigorously before the experiment days. We reported the key procedures on the experiment days including the steps took, real-time control procedure, and the monitoring of the experiment. We evaluated the impact of the deployment with the changes in delay and energy consumption.

KW - deployment

KW - MPC

KW - traffic signal control

KW - VPL

M3 - Paper

T2 - 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022)

Y2 - 8 October 2022 through 12 October 2022

ER -

Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study: Preprint

Abstract

Conference

Bibliographical note

NREL Publication Number

Keywords

UN SDGs

Access to Document

Fingerprint

Cite this