2010Journal of Tongji UniversityRequires access

Asphalt Pavement Performance Prediction Model Based on Gray System Theory

Jing Haimin

Open publisher page 10 citations

Abstract

Based on the method of the gray system theory,the prediction models of pavement structure strength index,pavement conditions index and the pavement roughness are obtained respectively.The prediction models are validated and modified through the actual road test data,and compared with the traditional model of regression analysis.The results show that for predicting such discrete target value of pavement surface condition,the gray prediction method can improve the accuracy,and meet the requirements of pavement performance prediction.

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What this paper is about

Based on the method of the gray system theory,the prediction models of pavement structure strength index,pavement conditions index and the pavement roughness are obtained respectively.The prediction models are validated and modified through the actual road test data,and compared with the traditional model of regression analysis.The results show that for predicting such discrete target value of pavement surface condition,the gray prediction method can improve the accuracy,and meet the requirements of pavement performance prediction.

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Available abstract

Based on the method of the gray system theory,the prediction models of pavement structure strength index,pavement conditions index and the pavement roughness are obtained respectively.The prediction models are validated and modified through the actual road test data,and compared with the traditional model of regression analysis.The results show that for predicting such discrete target value of pavement surface condition,the gray prediction method can improve the accuracy,and meet the requirements of pavement performance prediction.

Key concepts: Gray (unit), International Roughness Index, Asphalt, Asphalt pavement, Regression analysis, Predictive modelling, Pavement management, Geotechnical engineering

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