Analysis on Trip Characteristics of Taxi in Suzhou Based on OD Data

Abstract

Abstract: Taxi is an important part of urban public passenger traffic system. Based on the general methods of taxi OD data, this paper introduces the techniques and results of the trip analysis basic characteristic, the trip analysis of time distribution and the trip analysis of space distribution. And then taking Suzhou as an example, this thesis contrasts the trip characteristics of taxi in common workdays, weekends and holidays. Accordingly, it has provided ecumenical methods and models for the analysis of OD data.

Key words: taxi, OD data, analysis of trips characteristic

摘要： 出租车在城市客运交通中发挥着重要作用，本文在分析出租车OD数据分析一般方法的基础上，构建了出租车出行特征、出行时间分布及出行空间分布的指标体系和分析方法，并以苏州市为例，结合40万余条OD数据，对比分析了工作日、节假日（周末）以及特殊节日（五一黄金周）出租车的出行特征，为出租车运营及城市交通管理提供定量的决策参考依据。

关键词: 出租车, OD数据, 出行特征分析

CLC Number:

U491

Li Yanhong, Yuan Zhenzhou,Xie Haihong, Cao Shouhua,Wu Xianyu . Analysis on Trip Characteristics of Taxi in Suzhou Based on OD Data[J]. Journal of Transportation Systems Engineering and Information Technology, 2007, 7(5): 85-89 .

李艳红,袁振洲,谢海红,曹守华,吴先宇. 基于出租车OD数据的出租车出行特征分析[J]. 交通运输系统工程与信息, 2007, 7(5): 85-89 .

Add to citation manager EndNote|Ris|BibTeX

URL: http://www.tseit.org.cn/EN/abstract/abstract17583.shtml

http://www.tseit.org.cn/EN/Y2007/V7/I5/85

References

[1] 曲大义，于仲臣，庄劲松.苏州市居民出行特征分析及交通发展对策研究（J）.东南大学学报，2001；（5）：1—6.
QU Da-yi,YU Zhong-chen,ZHUANG Jin-song.Analysis on the Resident Trip Characteristics and Study on the Transport Development Policies in Suzhou（J）.Journal of Southeast University. 2001；（5）：1—6.
[2] Lu Jian，Wang Wei.Confirming method of urban taxi quantity（J）.Journal of Traffic and Transportation Engineering.2004；（3）92-95.
[3] 边扬，王炜，陆建，马俊来.城市出租车出行方式分担率预测方法研究（J）.交通运输系统工程与信息,2006；（4）95-100.
BIAN Yang,WANG Wei,LU Jian MA Jun-lai.A Forecasting Method for Urban Taxi Traffic Mode Split Rate（J）.Journal of Transportation Systems Engineering and Information Technology,2006；（4）95-100.
[4] 任福田，刘小明，荣建等.交通工程学（M）.人民交通出版社.2002；208—217.
REN Fu-tian，LIU Xiao-ming，RONG Jian.Traffic Engineering（M）.China Communications Press.2002；208—217.
[5] 刘兰辉，王正.我国中小城市交通特征分析及交通规划-以中山市小榄镇和温州乐清市为例（J）.城市交通，2004；（1）：21—24.
LIU Lan-hui,WANG Zheng.Characters Analysis and Planning of Small & Middle City Transport in China（J）.Urban Transport of China,2004；（1）：21—24.
[6] 程赐胜，刘中，马振东.城市出租车管理模式的改革建议（J）.综合运输，2005；（3）35-37.
CHENG Ci-sheng，LIU Zhong，MA Zhen-dong.Innovating advice of urban taxi management mode（J）.Comprehensive Transportation，2005；（3）35-37.
[7] 晏远春.中国城市出租汽车发展规划研究（D）.西安：长安大学，2001.
YAN Yuan-chun.Research of urban taxi development in China（D）.Xi An：Chang’an University,2001.
[8] 周峻.出租车管理系统中的规划协作研究（D）.湖北大学硕士研究生学位论文，2002：86—88.
ZHOU Jun.Research in Programming and Collaboration of Taxi Management System（D）.Master Degree Thesis of Hu Bei University, 2002：86—88.

[1]	LI Zhao-lei, LIU Kun , SUN Qi-peng. Appropriate Scale of Online Ride-hailing and Taxi Based on Co-opetition Relationship Analysis [J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(4): 188-196.
[2]	TIAN Sheng , ZENG Li-li. Fast Charging Behavior of Electric Taxi Based on Improved Kernel Density Estimation [J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(4): 221-229.
[3]	ZHOU Yue,JIANG Xin-guo, FU Chuan-yun, LIU Hai-yue. Operational Factors Analysis for Taxi Speeders Using Mixed Logit Model [J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(3): 229-236.
[4]	JIANG Yu, TONG Chu, LIU Zhen-yu, HU Zhi-tao, XU Cheng, ZHANG Hong-hai. Optimal Model of Taxiway Scheduling Based on Time Margin Control [J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(1): 207-213.
[5]	WU Yue-lin, YUAN Zhen-zhou, CHEN Qiu-fang, XIAO Qing-yu,WANGWen-cheng,WEI Lai. Taxi Pooling Method of Urban Integrated Passenger Transport Hub with Trajectory Similarity [J]. Journal of Transportation Systems Engineering and Information Technology, 2020, 20(2): 188-195.
[6]	FENG Hui-fang, YANG Zhen-juan. Hot Passenger Routes Mining Based on Spatial-temporal Similarity Clustering [J]. Journal of Transportation Systems Engineering and Information Technology, 2019, 19(5): 94-100.
[7]	SUN Qi-peng,WANG Dong, XU Xiao-qing, MAFei. Urban Taxi Quantity Based on Dynamic Game Theory [J]. Journal of Transportation Systems Engineering and Information Technology, 2019, 19(5): 193-197.
[8]	YUE Hao, GAO Wen-can, HUANG Yi-ran. Influence of Travel Information Release on the Operation of Taxi Transportation System [J]. Journal of Transportation Systems Engineering and Information Technology, 2019, 19(4): 5-12.
[9]	QU Zhao-wei, WANG Xin, SONG Xian-min, XIA Ying-ji, YUAN Mi-li. Urban Hotspot Travel Section Identification Method Based on Taxi GPS Large Data [J]. Journal of Transportation Systems Engineering and Information Technology, 2019, 19(2): 238-246.
[10]	LUO Xiao-ling, JIANG Yang-sheng. Trip-purpose-identification Based on Taxi Operating Data and POI Data [J]. Journal of Transportation Systems Engineering and Information Technology, 2018, 18(5): 60-66.
[11]	DUAN Zong-tao, ZHANG Kai, YANG Yun, NI Yuan-yuan, SAURAB Bajgain. Taxi Demand Prediction Based on CNN-LSTM-ResNet Hybrid Depth Learning Model [J]. Journal of Transportation Systems Engineering and Information Technology, 2018, 18(4): 215-223.
[12]	TANG Li, ZOU Tong, LUO Xia, CHEN Si-wei. Choice Behavior of Taxi-hailing Based on Mixed-Logit Model [J]. Journal of Transportation Systems Engineering and Information Technology, 2018, 18(1): 108-114.
[13]	ZHENG Jian-guo，LI Yuan-yuan. Shared Taxi Problem Based on the Improved Differential Evolution Algorithm [J]. Journal of Transportation Systems Engineering and Information Technology, 2018, 18(1): 121-126.
[14]	LU Yu-ting，LI Deng-feng，HU Xun-feng. A Pricing Method for Ride-sharing Taxi Based on the Bankruptcy Model [J]. Journal of Transportation Systems Engineering and Information Technology, 2017, 17(4): 7-12.
[15]	YAO Zhi-gang, GENG Shu-guang,WANG Bo-qing. Comparison of Operational Models in Taxi Industry Based on Performance Assessment [J]. Journal of Transportation Systems Engineering and Information Technology, 2017, 17(3): 1-6.