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Early-warning model of deformation safety for roller compacted concrete arch dam considering time-varying characteristics
- Source :
- Composite Structures. 203:373-381
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
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.
- 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
Subjects
Details
- ISSN :
- 02638223
- Volume :
- 203
- Database :
- OpenAIRE
- Journal :
- Composite Structures
- Accession number :
- edsair.doi...........31291e1e2fe564d814a118f23b7d54aa
- Full Text :
- https://doi.org/10.1016/j.compstruct.2018.07.023