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Pavement Service Life Estimation and Condition Prediction
Details
Remaining service life estimation and pavement condition prediction are two essential functions of Pavement Management Systems. This book first introduces the development of the Cox Proportional Hazards model for analysis on pavement remaining severice life. By specifying pavement condition rating (PCR) of 70 as the terminal pavement status, survival curves were developed based on historical PCR data using Cox Proportional Hazards method. Further, the estimated service lives of pavements were obtained from these survival curves. Results indicate the survival curve derived from the Cox model can be used to assist in pavement rehabilitation decision-making, overlay design, and budget allocation. Secondly, a linear mixed effects model (LMEM) is developed to predict the pavement condition for individual pavements. an example is given. Since LMEM uses a weighted combination of the deterioration trends of the family average and that of the specific pavement, it can significantly improve the prediction accuracy and can be used for project level pavement condition prediction.
Autorentext
Jianxiong Yu, Ph.D.: Studied Transportation Engineering at the University of Toledo. Research fields include pavement performance and management, computer application in roadway design, and project management. Project Manager at Aztec Engineering, Inc., California, managing roadyway projects for California Department of Transportation.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783639258974
- Sprache Englisch
- Genre Allgemeines & Lexika
- Größe H220mm x B150mm x T6mm
- Jahr 2010
- EAN 9783639258974
- Format Kartonierter Einband (Kt)
- ISBN 978-3-639-25897-4
- Titel Pavement Service Life Estimation and Condition Prediction
- Autor Jianxiong Yu
- Untertitel Cox Proportional Hazard Model and Linear Mixed Effects Model
- Gewicht 167g
- Herausgeber VDM Verlag Dr. Müller e.K.
- Anzahl Seiten 100