Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data
Traffic condition analysis requires various conditions to be met using the conventional method. This has the limitation that it does not reflect the congestion caused by the actual vehicle flow. In this study, we suggest data-based traffic condition analysis. This is a method of determining the dyna...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-07-01
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| Series: | Engineering Proceedings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2673-4591/36/1/49 |
| _version_ | 1797241156130570240 |
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| author | Sung-Bum Yun SoonYong Park |
| author_facet | Sung-Bum Yun SoonYong Park |
| author_sort | Sung-Bum Yun |
| collection | DOAJ |
| description | Traffic condition analysis requires various conditions to be met using the conventional method. This has the limitation that it does not reflect the congestion caused by the actual vehicle flow. In this study, we suggest data-based traffic condition analysis. This is a method of determining the dynamic traffic conditions using Digital TachoGraph data, which can reflect the flow rate and the traveling speed of vehicles by the actual time zone. The suggested system could be implemented in both public and private sectors to create new possibilities and insights. For the public sector, police patrol vehicles can implement the system to create a ‘dynamic service area’ which would enhance efficiency for security patrols. For private sectors, the system could be applied to various call-dispatch systems to minimize waiting time for customers and driving distance for drivers. Also, it could be applied to upcoming autonomous vehicle sharing systems to ensure maximum coverage for autonomous cars. |
| first_indexed | 2024-04-24T18:18:50Z |
| format | Article |
| id | doaj.art-1fc188b2cd3645af9abce420b48df57b |
| institution | Directory Open Access Journal |
| issn | 2673-4591 |
| language | English |
| last_indexed | 2024-04-24T18:18:50Z |
| publishDate | 2023-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Engineering Proceedings |
| spelling | doaj.art-1fc188b2cd3645af9abce420b48df57b2024-03-27T13:36:33ZengMDPI AGEngineering Proceedings2673-45912023-07-013614910.3390/engproc2023036049Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph DataSung-Bum Yun0SoonYong Park1Urban Strategy Research Division, Seoul Institute of Technology, Seoul 03909, Republic of KoreaUrban Strategy Research Division, Seoul Institute of Technology, Seoul 03909, Republic of KoreaTraffic condition analysis requires various conditions to be met using the conventional method. This has the limitation that it does not reflect the congestion caused by the actual vehicle flow. In this study, we suggest data-based traffic condition analysis. This is a method of determining the dynamic traffic conditions using Digital TachoGraph data, which can reflect the flow rate and the traveling speed of vehicles by the actual time zone. The suggested system could be implemented in both public and private sectors to create new possibilities and insights. For the public sector, police patrol vehicles can implement the system to create a ‘dynamic service area’ which would enhance efficiency for security patrols. For private sectors, the system could be applied to various call-dispatch systems to minimize waiting time for customers and driving distance for drivers. Also, it could be applied to upcoming autonomous vehicle sharing systems to ensure maximum coverage for autonomous cars.https://www.mdpi.com/2673-4591/36/1/49Digital TachoGraph (DTG)traffic analysisdata-driven analysis |
| spellingShingle | Sung-Bum Yun SoonYong Park Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data Engineering Proceedings Digital TachoGraph (DTG) traffic analysis data-driven analysis |
| title | Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data |
| title_full | Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data |
| title_fullStr | Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data |
| title_full_unstemmed | Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data |
| title_short | Data-Driven Analysis for Road Traffic Conditions Using Digital Tachograph Data |
| title_sort | data driven analysis for road traffic conditions using digital tachograph data |
| topic | Digital TachoGraph (DTG) traffic analysis data-driven analysis |
| url | https://www.mdpi.com/2673-4591/36/1/49 |
| work_keys_str_mv | AT sungbumyun datadrivenanalysisforroadtrafficconditionsusingdigitaltachographdata AT soonyongpark datadrivenanalysisforroadtrafficconditionsusingdigitaltachographdata |