Share Email Print
cover

Proceedings Paper

Pipe performance analysis with nonparametric regression
Author(s): Zheng Liu; Yafei Hu; Wei Wu
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

Asbestos cement (AC) water mains were installed extensively in North America, Europe, and Australia during 1920s-1980s and subject to a high breakage rate in recent years in some utilities. It is essential to understand how the influential factors contribute to the degradation and failure of AC pipes. The historical failure data collected from twenty utilities are used in this study to explore the correlation between pipe condition and its working environment. In this paper, we applied four nonparametric regression methods to model the relationship between pipe failure represented by average break rates and influential variables including pipe age and internal and external working environmental parameters. The nonparametric regression models do not take a predetermined form but it needs information derived from data. The feasibility of using a nonparametric regression model for the condition assessment of AC pipes is investigated and understood.

Paper Details

Date Published: 19 April 2011
PDF: 9 pages
Proc. SPIE 7983, Nondestructive Characterization for Composite Materials, Aerospace Engineering, Civil Infrastructure, and Homeland Security 2011, 798337 (19 April 2011); doi: 10.1117/12.880158
Show Author Affiliations
Zheng Liu, National Research Council Canada (Canada)
Yafei Hu, National Research Council Canada (Canada)
Wei Wu, National Research Council Canada (Canada)
Sichuan Univ. (China)


Published in SPIE Proceedings Vol. 7983:
Nondestructive Characterization for Composite Materials, Aerospace Engineering, Civil Infrastructure, and Homeland Security 2011
H. Felix Wu, Editor(s)

© SPIE. Terms of Use
Back to Top