Title :
Study on the fuzzy clustering method of the microtrips for passenger car driving cycle in Changchun
Author :
Shi, Shuming ; Zou, Guilin ; Liu, Li ; Kui, Hailin ; Wu, Di ; Huang, Chaosheng ; Liu, Minghui
Author_Institution :
Transp. Coll., Jilin Univ., Changchun, China
Abstract :
Driving cycle for passenger car in Changchun is selected as the research object in this paper. The microtrip database which comes from real-world driving data and reflects the actual characteristics of passenger car driving cycle has been established by using principal component analysis and fuzzy clustering analysis. A preliminary analysis and validation of the results are implemented in the end of this paper.
Keywords :
fuzzy set theory; pattern clustering; principal component analysis; road vehicles; traffic; Changchun; China; fuzzy clustering method; microtrips; passenger car driving cycle; principal component analysis; Acceleration; Clustering methods; Databases; Educational institutions; Hybrid electric vehicles; Principal component analysis; Research and development; Road transportation; Vehicle driving; Vehicle dynamics; Cluster analysis; Driving cycle; Microtrips; Passenger car; Principal component analysis;
Conference_Titel :
Vehicle Power and Propulsion Conference, 2009. VPPC '09. IEEE
Conference_Location :
Dearborn, MI
Print_ISBN :
978-1-4244-2600-3
Electronic_ISBN :
978-1-4244-2601-0
DOI :
10.1109/VPPC.2009.5289574
