DocumentCode :
2099023
Title :
Research of Pavement Performance Evaluation and Prediction System of Highway Based on Linear Regression Method
Author :
Yan, Weiwei ; Peng, Wenqi ; Huaiyu, Xu
Author_Institution :
Service Sci. Res. Center, Shanghai Adv. Res. Inst., Shanghai, China
fYear :
2012
fDate :
11-13 May 2012
Firstpage :
982
Lastpage :
986
Abstract :
Highway evaluation and prediction system of highway pavement is used for evaluating and predicting utilization performance on the structure of the highway pavement by adopting computer technology. Performance evaluation and prevention system of highway pavement based on linear regression method is put forward in the article. Firstly, it is to analyze the detection data on actual road and establish an evaluation index model to influence the utilization performance of the pavement to work out each performance evaluation index. Secondly, it is to establish a performance index prediction model according to the performance evaluation index and adopt the liner regression method to fit model parameters so as to obtain the optimum fitting parameters. Finally, it is to finish performance prediction in accordance with the optimum fitting parameters and draw the performance index prediction curve. The test result shows that the method can effectively predict pavement performance.
Keywords :
performance evaluation; regression analysis; roads; structural engineering computing; computer technology; highway pavement performance evaluation; highway pavement performance prediction system; highway utilization performance evaluation; highway utilization performance prediction; linear regression method; model parameters; optimum fitting parameters; performance evaluation index; performance index prediction model; Fitting; Indexes; Mathematical model; Performance evaluation; Predictive models; Roads; highway; linear regression; performance index; performance prediction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2012 International Conference on
Conference_Location :
Rajkot
Print_ISBN :
978-1-4673-1538-8
Type :
conf
DOI :
10.1109/CSNT.2012.209
Filename :
6200782
Link To Document :
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