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Research on integrated simulation platform for urban traffic control connecting simulation and practice

Though effective in theoretical simulation, the established traffic control models and optimization algorithms will result in model mismatch or even control strategy failure in actual application. However, they are commonly adopted in traffic signal control research, resulting in the unavailability...

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Autores principales: Zhang, Lili, Zhao, Qi, Yu, Pei, Li, Jing, Yao, Di, Wang, Xinzhe, Wang, Li, Zhang, Lingyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8927354/
https://www.ncbi.nlm.nih.gov/pubmed/35296737
http://dx.doi.org/10.1038/s41598-022-08481-w
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author Zhang, Lili
Zhao, Qi
Yu, Pei
Li, Jing
Yao, Di
Wang, Xinzhe
Wang, Li
Zhang, Lingyu
author_facet Zhang, Lili
Zhao, Qi
Yu, Pei
Li, Jing
Yao, Di
Wang, Xinzhe
Wang, Li
Zhang, Lingyu
author_sort Zhang, Lili
collection PubMed
description Though effective in theoretical simulation, the established traffic control models and optimization algorithms will result in model mismatch or even control strategy failure in actual application. However, they are commonly adopted in traffic signal control research, resulting in the unavailability of many exceptional control algorithms in practice. Simulation should function as a bridge between theoretical research and actual application, allowing the gap between the two to be communicated and made up for. However, an effective connection between the two has yet to be established to enable simulation methods in existing traffic control research. To this end, we designed and developed a simulation platform for "Online Application—HILS (Hardware-in-the-Loop Simulation)—Practice" integration over traffic signal control. In this paper, the architecture and characteristics of the integrated simulation platform were described. Besides, the function of each module of the platform was detailed, followed by listing simulation examples for six complex scenarios, with the active control scenario being selected for simulation comparison analysis. The findings demonstrated extensive road network simulation with the integrated simulation platform, multidimensional control variables, control strategies with support, as well as stable and reliable operation. It can be used to verify several sorts of traffic control simulation with variable dimensions.
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spelling pubmed-89273542022-03-17 Research on integrated simulation platform for urban traffic control connecting simulation and practice Zhang, Lili Zhao, Qi Yu, Pei Li, Jing Yao, Di Wang, Xinzhe Wang, Li Zhang, Lingyu Sci Rep Article Though effective in theoretical simulation, the established traffic control models and optimization algorithms will result in model mismatch or even control strategy failure in actual application. However, they are commonly adopted in traffic signal control research, resulting in the unavailability of many exceptional control algorithms in practice. Simulation should function as a bridge between theoretical research and actual application, allowing the gap between the two to be communicated and made up for. However, an effective connection between the two has yet to be established to enable simulation methods in existing traffic control research. To this end, we designed and developed a simulation platform for "Online Application—HILS (Hardware-in-the-Loop Simulation)—Practice" integration over traffic signal control. In this paper, the architecture and characteristics of the integrated simulation platform were described. Besides, the function of each module of the platform was detailed, followed by listing simulation examples for six complex scenarios, with the active control scenario being selected for simulation comparison analysis. The findings demonstrated extensive road network simulation with the integrated simulation platform, multidimensional control variables, control strategies with support, as well as stable and reliable operation. It can be used to verify several sorts of traffic control simulation with variable dimensions. Nature Publishing Group UK 2022-03-16 /pmc/articles/PMC8927354/ /pubmed/35296737 http://dx.doi.org/10.1038/s41598-022-08481-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zhang, Lili
Zhao, Qi
Yu, Pei
Li, Jing
Yao, Di
Wang, Xinzhe
Wang, Li
Zhang, Lingyu
Research on integrated simulation platform for urban traffic control connecting simulation and practice
title Research on integrated simulation platform for urban traffic control connecting simulation and practice
title_full Research on integrated simulation platform for urban traffic control connecting simulation and practice
title_fullStr Research on integrated simulation platform for urban traffic control connecting simulation and practice
title_full_unstemmed Research on integrated simulation platform for urban traffic control connecting simulation and practice
title_short Research on integrated simulation platform for urban traffic control connecting simulation and practice
title_sort research on integrated simulation platform for urban traffic control connecting simulation and practice
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8927354/
https://www.ncbi.nlm.nih.gov/pubmed/35296737
http://dx.doi.org/10.1038/s41598-022-08481-w
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