Research on Relationships among Different Distress Types of Asphalt Pavements with Semi-Rigid Bases in China Using Association Rule Mining: A Statistical Point of View
Joint Authors
Zhao, Yongli
Zhou, Jian
Li, Jing
Liu, Guoqiang
Yang, Tao
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-02-11
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Distress types are significant for asphalt pavement maintenance decision, and relationships among them can greatly influence the decision outcomes.
In this study, to analyze the relationships among different distress types from a statistical point of view, 282 asphalt pavements with semirigid base structures in 23 regions of China were surveyed to identify 12 distress types, which were subsequently investigated by association rule mining.
Results show that the distress types can be categorized into independent distress types (IDDTs), dependent distress types (DDTs), and rutting secondary distress types (RSDTs) based on the relationships.
The relationships among IDDTs are the strongest, and those between IDDTs and DDTs, between rutting and RSDTs, and among depression, pumping, and raveling are also strong, while the others are weak.
The weak relationships should be ignored, while the strong ones should be considered to reduce cost and guarantee accuracy of maintenance decision.
The IDDTs are the most important distress types, so preventing them from occurring or maintaining them immediately can greatly preserve good performance of asphalt pavements.
To help analyze the relationships, a distress-type system was established and verified.
In conclusion, this work provides new insights to understand distress types.
American Psychological Association (APA)
Li, Jing& Liu, Guoqiang& Yang, Tao& Zhou, Jian& Zhao, Yongli. 2019. Research on Relationships among Different Distress Types of Asphalt Pavements with Semi-Rigid Bases in China Using Association Rule Mining: A Statistical Point of View. Advances in Civil Engineering،Vol. 2019, no. 2019, pp.1-15.
https://search.emarefa.net/detail/BIM-1116501
Modern Language Association (MLA)
Li, Jing…[et al.]. Research on Relationships among Different Distress Types of Asphalt Pavements with Semi-Rigid Bases in China Using Association Rule Mining: A Statistical Point of View. Advances in Civil Engineering No. 2019 (2019), pp.1-15.
https://search.emarefa.net/detail/BIM-1116501
American Medical Association (AMA)
Li, Jing& Liu, Guoqiang& Yang, Tao& Zhou, Jian& Zhao, Yongli. Research on Relationships among Different Distress Types of Asphalt Pavements with Semi-Rigid Bases in China Using Association Rule Mining: A Statistical Point of View. Advances in Civil Engineering. 2019. Vol. 2019, no. 2019, pp.1-15.
https://search.emarefa.net/detail/BIM-1116501
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1116501