Nonparametric Monitoring for Geotechnical Structures Subject to Long-Term Environmental Change
Joint Authors
Source
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-10-31
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
A nonparametric, data-driven methodology of monitoring for geotechnical structures subject to long-term environmental change is discussed.
Avoiding physical assumptions or excessive simplification of the monitored structures, the nonparametric monitoring methodology presented in this paper provides reliable performance-related information particularly when the collection of sensor data is limited.
For the validation of the nonparametric methodology, a field case study was performed using a full-scale retaining wall, which had been monitored for three years using three tilt gauges.
Using the very limited sensor data, it is demonstrated that important performance-related information, such as drainage performance and sensor damage, could be disentangled from significant daily, seasonal and multiyear environmental variations.
Extensive literature review on recent developments of parametric and nonparametric data processing techniques for geotechnical applications is also presented.
American Psychological Association (APA)
Yun, Hae-Bum& Reddi, Lakshmi N.. 2011. Nonparametric Monitoring for Geotechnical Structures Subject to Long-Term Environmental Change. Advances in Civil Engineering،Vol. 2011, no. 2011, pp.1-17.
https://search.emarefa.net/detail/BIM-459544
Modern Language Association (MLA)
Yun, Hae-Bum& Reddi, Lakshmi N.. Nonparametric Monitoring for Geotechnical Structures Subject to Long-Term Environmental Change. Advances in Civil Engineering No. 2011 (2011), pp.1-17.
https://search.emarefa.net/detail/BIM-459544
American Medical Association (AMA)
Yun, Hae-Bum& Reddi, Lakshmi N.. Nonparametric Monitoring for Geotechnical Structures Subject to Long-Term Environmental Change. Advances in Civil Engineering. 2011. Vol. 2011, no. 2011, pp.1-17.
https://search.emarefa.net/detail/BIM-459544
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-459544