Break-taking behaviour pattern of long-distance freight vehicles based on GPS trajectory data.pdf (736.17 kB)
Break-taking behaviour pattern of long-distance freight vehicles based on GPS trajectory data
journal contribution
posted on 2023-06-09, 05:58 authored by Daxin Tian, Xiongyu Shan, Zhengguo ShengZhengguo Sheng, Yunpeng Wang, Wenzhong Tang, Jian WangThis paper focuses on the break-taking behaviour pattern of long-distance freight vehicles, providing a new perspective on the study of behaviour patterns and simultaneously providing a reference for transport management departments and related enterprises. Based on Global Positioning System (GPS) trajectory data, we select stopping points as break-taking sites of long-distance freight vehicles and then classify the stopping points into three different classes based on the break-taking duration. We then explore the relationship of the distribution of the break-taking frequency between the three single classifications and their combinations, on the basis of the break-taking duration distribution. We find that the combination is a Gaussian distribution when each of the three individual classes is a Gaussian distribution, contrasting with the power-law distribution of the break-taking duration. Then we experimental analysis the distribution of the break-taking durations and frequencies, and find that, for the durations, the three single classifications can be fitted individually by an Exponential distribution and together by a Power-law distribution, for the frequencies, both the three single classifications and together can be fitted by a Gaussian distribution,so that can validate the above theoretical analysis. Key words: break-taking behaviour, long-distance freight vehicle, statistical analysis
History
Publication status
- Published
File Version
- Accepted version
Journal
IET Intelligent Transport SystemsISSN
1751-956XPublisher
Institution of Engineering and Technology (IET)External DOI
Issue
6Volume
11Page range
340-348Department affiliated with
- Engineering and Design Publications
Research groups affiliated with
- Sensor Technology Research Centre Publications
Full text available
- Yes
Peer reviewed?
- Yes