DocumentCode
551115
Title
Evaluation of road safety based on principal component analysis
Author
Chen Xue-Mei ; Wei Zhong-Hua ; Gao Li
Author_Institution
Sch. of Mech. Eng., Beijing Inst. of Technol., Beijing, China
fYear
2011
fDate
22-24 July 2011
Firstpage
5601
Lastpage
5605
Abstract
For traffic accident not only causes economic loss, but more importantly loss of people´s lives. Through analysis of 2002-2005 accident data of the TongZhou District, summarized traffic safety issues of Beijing. On this basis, select the Beijing-Tianjin Road, TongShun road, TongMa road, as the three most prominent road for further analysis. The model of principal component analysis has been used to conduct safety evaluation on the three roads, evaluation results showed that the security situation of TongMa road as the worst. Combined with the previous analysis of traffic data, choose DaLuDian district as the final study object. Came to the conclusion that, the safety programs will not affect the normal operation of the traffic flow, what´s more, because the cost of carrying out the safety program is not very high, it´s Appropriate to carry these measures out.
Keywords
principal component analysis; road accidents; road safety; road traffic; Beijing-Tianjin road; DaLuDian district; TongMa road; TongShun road; TongZhou district; principal component analysis; road safety evaluation; traffic accident; traffic safety; Accidents; Roads; Safety; Security; Shape; Vehicles; Security program; Traffic safety; VISSIM simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6001458
Link To Document