Exploring Empty Truck Behavior Using One-Year Probe Vehicle Data

IF 1.1 Q3 TRANSPORTATION SCIENCE & TECHNOLOGY

International Journal of Intelligent Transportation Systems Research Pub Date : 2023-10-24 DOI:10.1007/s13177-023-00372-2

Ryosuke Maeda, Takuya Maruyama

引用次数: 0

Abstract

Abstract Examining empty truck behavior can be beneficial in developing an efficient and environmentally friendly logistics system. This study used probe vehicle data from April 2019 to March 2020 in Kyushu, Japan, to explore empty truck behavior. The results revealed a difference in the empty truck ratio across the day of the week, time of the day, and month and the trip distribution of empty and loaded trucks. A nonhierarchical cluster analysis was used to classify vehicles based on empty/loaded situations. These results can be potentially used to reduce the number of empty trucks and improve the efficiency of logistics systems.

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利用一年探测车辆数据探索空车行为

摘要研究空车行为有助于建立高效、环保的物流系统。这项研究使用了2019年4月至2020年3月在日本九州的探测车辆数据，以探索空卡车的行为。结果显示，空卡车的比例在一周中的一天、一天中的时间、一个月以及空卡车和载货卡车的行程分布上存在差异。采用非分层聚类分析方法对车辆进行空载分类。这些结果可以潜在地用于减少空卡车的数量和提高物流系统的效率。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Intelligent Transportation Systems Research TRANSPORTATION SCIENCE & TECHNOLOGY-

CiteScore

3.80

自引率

0.00%

发文量

期刊介绍： This journal is the only transportation journal to report on multi-disciplinary research efforts with the goal to discover solutions to difficult issues in the field. It provides a platform to bring together researchers and specialists in the fields of transportation, electrical, mechanical and traffic engineering, as well as those in the areas of policy planning, economics, and psychology, for wide-ranging discussion about future transportation systems. The journal is the global forum for transportation research. Papers published include original research in such areas as: Sensor Technology Imaging, Laser, Induction Coil, Ultrasonic Sensor and Recognition Technology based on the above mentioned technologies. Communication Technology and its Applications Infrared Beacon, Radio Wave DSRC (Dedicated Short Range Communication), ETC (Electronic Toll Collection System), Navigation System Vehicle Control and Automated Driving AHS (Advanced Cruise-Assist Highway System), ACC (Adaptive Cruise Control), Lane-Keep, Automatic Driving, Automatically Operated Bus Safety Improvement and Human Interface ASV (Advanced Safety Vehicle), Cruise Assist, Simulator Traffic Control Incident Detection System, Traffic Measurement, Signal Control, Accident Management Traffic Planning Road Planning, Signal Planning, Traffic Simulation Urban Engineering Urban Space Modelling, Urban Planning Transportation Policy, Traffic Economy Creation & Improvement of Pertinent Laws and Regulations, TDM (Transportation Demand Management), Road Pricing, Privacy Protection Traffic Psychology Drivers, Pedestrians and Vulnerable Road Users Other Applied Technologies