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Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data
Urban interchange is the core hub connecting various regions, and it is of great significance for alleviating the problem of traffic congestion. In the process of urban interchange design, it is impossible to strictly control the traffic volume, interchange types, and standards by relying on traditi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9392620/ https://www.ncbi.nlm.nih.gov/pubmed/35996651 http://dx.doi.org/10.1155/2022/4241097 |
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author | Zhang, Jiyong Yang, Yukui Chu, Lijing Chen, Shiliang Bian, Wenchao Ling, Meining Li, Shengfu |
author_facet | Zhang, Jiyong Yang, Yukui Chu, Lijing Chen, Shiliang Bian, Wenchao Ling, Meining Li, Shengfu |
author_sort | Zhang, Jiyong |
collection | PubMed |
description | Urban interchange is the core hub connecting various regions, and it is of great significance for alleviating the problem of traffic congestion. In the process of urban interchange design, it is impossible to strictly control the traffic volume, interchange types, and standards by relying on traditional technologies. Smart transportation and big data are emerging technologies based on data, which can provide technical support for design and decision making. Based on this, this paper first uses smart transportation and big data technology to predict the traffic volume of Nancheng New District, so as to calculate the future development trend of the target area. Then, on the basis of traffic volume, the article uses smart transportation and big data technology to optimize the original urban interchange design scheme from the aspects of traffic capacity, safety, economic benefits, and environmental benefits. Finally, the article evaluates the optimized urban interchange scheme by means of comprehensive quantitative indicators and evaluation methods. Experiments show that the traffic capacity of the interchange on the outer ring road optimized by smart transportation and big data has increased to 72.6%, and the environmental coordination has increased from 45.2% to 55.2%. Moreover, the design aesthetics of the urban interchange after optimized design based on smart transportation and big data has increased to 65.9%. In addition, the comprehensive evaluation value of the urban interchange after optimization of smart transportation and big data reached 82.6. This fully shows that the optimal design of urban interchange based on the integration of smart transportation and big data can greatly improve the traffic capacity of urban roads. |
format | Online Article Text |
id | pubmed-9392620 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-93926202022-08-21 Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data Zhang, Jiyong Yang, Yukui Chu, Lijing Chen, Shiliang Bian, Wenchao Ling, Meining Li, Shengfu Comput Intell Neurosci Research Article Urban interchange is the core hub connecting various regions, and it is of great significance for alleviating the problem of traffic congestion. In the process of urban interchange design, it is impossible to strictly control the traffic volume, interchange types, and standards by relying on traditional technologies. Smart transportation and big data are emerging technologies based on data, which can provide technical support for design and decision making. Based on this, this paper first uses smart transportation and big data technology to predict the traffic volume of Nancheng New District, so as to calculate the future development trend of the target area. Then, on the basis of traffic volume, the article uses smart transportation and big data technology to optimize the original urban interchange design scheme from the aspects of traffic capacity, safety, economic benefits, and environmental benefits. Finally, the article evaluates the optimized urban interchange scheme by means of comprehensive quantitative indicators and evaluation methods. Experiments show that the traffic capacity of the interchange on the outer ring road optimized by smart transportation and big data has increased to 72.6%, and the environmental coordination has increased from 45.2% to 55.2%. Moreover, the design aesthetics of the urban interchange after optimized design based on smart transportation and big data has increased to 65.9%. In addition, the comprehensive evaluation value of the urban interchange after optimization of smart transportation and big data reached 82.6. This fully shows that the optimal design of urban interchange based on the integration of smart transportation and big data can greatly improve the traffic capacity of urban roads. Hindawi 2022-08-13 /pmc/articles/PMC9392620/ /pubmed/35996651 http://dx.doi.org/10.1155/2022/4241097 Text en Copyright © 2022 Jiyong Zhang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhang, Jiyong Yang, Yukui Chu, Lijing Chen, Shiliang Bian, Wenchao Ling, Meining Li, Shengfu Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data |
title | Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data |
title_full | Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data |
title_fullStr | Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data |
title_full_unstemmed | Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data |
title_short | Deconstruction of the Optimal Design of Urban Road Interchange Based on the Integration of Smart Transportation and Big Data |
title_sort | deconstruction of the optimal design of urban road interchange based on the integration of smart transportation and big data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9392620/ https://www.ncbi.nlm.nih.gov/pubmed/35996651 http://dx.doi.org/10.1155/2022/4241097 |
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