Title :
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
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;
Conference_Titel :
Future Generation Communication and Networking (FGCN), 2014 8th International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-1-4799-7779-6
DOI :
10.1109/FGCN.2014.22
