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Kniha Two Novel Approaches for Pavement Performance Modeling - Clusterwise Regression and Mechanistic-Empirical Based Probabilistic Procedure Zairen Luo

Two Novel Approaches for Pavement Performance Modeling - Clusterwise Regression and Mechanistic-Empirical Based Probabilistic Procedure

Name: Two Novel Approaches for Pavement Performance Modeling - Clusterwise Regression and Mechanistic-Empirical Based Probabilistic Procedure
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639036442
Price: 1149 CZK
Availability: InStock

Autor: Zairen Luo

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Mueller E.K.

Dostupnost: Skladem u dodavatele

Odesíláme za 14-21 dnů

1 149 Kč

Pavement performance modeling is one of the key challengesfacing pavement engineers and researchers....

Informace o knize

Autor

Zairen Luo

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2008

Stránek

100

EAN

9783639036442

ISBN

3639036441

Enbook ID

06813307

Vydavatel

VDM Verlag Dr. Mueller E.K.

Hmotnost

145

Rozměry

152 x 229 x 5

Kompletní popis

Pavement performance modeling is one of the key challengesfacing pavement engineers and researchers. Although many new techniques have been applied to the pavement performance modeling, the accuracy of predictions still needs to be further improved. Two novel approaches were proposed in this work: a clusterwise least squares (CLS) regression method for pavement condition rating and asimplified mechanistic-empirical based probabilistic procedure for fatigue cracking of flexible pavements. In a CLS regression model, several clusters (curves), instead of only one as used in anordinary least squares (OLS) regression model, are used to fit the modeling dataset. The results of the study show that the proposedmodel resulted in more accurate predictions than the OLS regression model. In the proposed fatigue cracking model, the cracking area is related to traffic loads through a probabilistic distribution.These two procedures are very useful for researchers and practitioners in the field of pavement management, design, and maintenance. The CLS regression should deserve more attention and efforts from any statistician or person of interest.