Development of the Driving Cycle for Dalian City

Author

Biao Zhang ; Xia Gao ; Xisen Xiong ; Xiaodan Wang ; Hailiang Yang

Author_Institution

Tangshan Caofeidian Dev. Investment Group Co., Ltd., Tangshan, China

fYear

2014

fDate

20-23 Dec. 2014

Firstpage

60

Lastpage

63

Abstract

The actual driving data of Dalian city is collected by GPS devices and divided into kinematics sequences. After characteristic parameters of the kinematics sequences are calculated, this paper makes component analysis and cluster analysis to extract the representative driving data. The driving cycle of Dalian is constructed based on the analysis result of the representative driving data. The driving cycle of Dalian is compared with the driving cycles of Zhuzhou city and Chinese typical city. Comparison result shows that Dalian driving cycle is crowded.

Keywords

pattern clustering; principal component analysis; traffic engineering computing; Dalian city; GPS devices; cluster analysis; driving cycle development; kinematics sequences; principal component analysis; representative driving data extraction; Acceleration; Automobiles; Cities and towns; Global Positioning System; Kinematics; Principal component analysis; Software; cluster analysis; driving cycle; electric bus; principal component analysis;

fLanguage

English

Publisher

ieee

Conference_Titel

Future Generation Communication and Networking (FGCN), 2014 8th International Conference on

Conference_Location

Haikou

Print_ISBN

978-1-4799-7779-6

Type

conf

DOI

10.1109/FGCN.2014.22

Filename

7024344