1. Early-warning model of deformation safety for roller compacted concrete arch dam considering time-varying characteristics
- Author
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Zhiping Wen, Yan Xiaoqun, Hongping Liu, Yang Meng, and Huaizhi Su
- Subjects
Roller-compacted concrete ,business.industry ,Hydrostatic pressure ,020101 civil engineering ,02 engineering and technology ,Structural engineering ,Deformation (meteorology) ,0201 civil engineering ,Arch dam ,Monitoring data ,Early warning model ,Partial least squares regression ,0202 electrical engineering, electronic engineering, information engineering ,Ceramics and Composites ,020201 artificial intelligence & image processing ,Material properties ,business ,Geology ,Civil and Structural Engineering - Abstract
During its long process of serving time, roller compacted concrete (RCC) arch dam effected by the comprehensive combination of many factors shows a typical time-varying characteristic on its structure and material properties, which is objectively reflected in the prototype monitoring data. On the basis of the analysis on influence variables of dam deformation and the working mechanism of the RCC arch dam, in this paper, time-varying early-warning model for the RCC arch dam is established by introducing time-varying factors into hydrostatic pressure components and expanding temperature components, then the modeling method of time-varying early-warning model above is proposed combined with the partial least squares algorithm and genetic algorithm.
- Published
- 2018
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