A statistical model of deformation during the construction of a concrete face rockfill dam. Issue 2 (8th August 2017)

• Record Type: Journal Article
• Authors: Shi, Yuqun; Yang, Juanjuan; Wu, Jielian; He, Jinping
• Is Part Of: Structural control and health monitoring. Volume 25:Issue 2(2018)
• Page Start: n/a
• Page End: n/a
• Publication Date: 2017-08-08
• Subjects: concrete face rockfill dam -- deformation -- monitoring -- multicollinearity -- statistical model; Structural engineering -- Periodicals; Structural control (Engineering) -- Periodicals; Automatic data collection systems -- Periodicals; Detectors -- Periodicals; 624.17
• DOI: 10.1002/stc.2074
• Languages: English
• ISSNs: 1545-2255

Abstract

Summary: Monitoring data collected during dam construction are important in complete series of monitoring data. These data play a significant role in dam safety monitoring and the analysis of structural conditions. The traditional statistical model of the deformation of a concrete face rockfill dam (CFRD) with filling height and time factors is associated with serious multicollinearity issues during the construction phase. This study uses the Longbeiwan CFRD as an engineering model, and the internal settlement of the dam is the research focus. The traditional statistical model of deformation includes internal settlement data from the construction period and the filling height factor. Subsequently, the filling height component of the statistical model is established, and an improved statistical model is proposed with additional factors not included in the traditional statistical model. The model analysis indicates that the improved statistical model can effectively eliminate or reduce multicollinearity issues between the filling height and time factors in the traditional statistical model. The model analysis also provides a new and reasonable modeling approach for quantitatively analyzing deformation monitoring data during CFRD construction.