scholarly journals Predicting the Unconfined Compressive Strength of Rubber Fiber Modified Cemented Paste Backfill Using Support Vector Machine

2021 ◽  
Vol 791 (1) ◽  
pp. 012037
Author(s):  
Zhuoqun Yu ◽  
Yongyan Wang ◽  
Sa Huang ◽  
Tongtong Zhou ◽  
Le Chang
IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 72125-72133 ◽  
Author(s):  
Xiang Lu ◽  
Wei Zhou ◽  
Xiaohua Ding ◽  
Xuyang Shi ◽  
Boyu Luan ◽  
...  

2006 ◽  
Vol 43 (3) ◽  
pp. 310-324 ◽  
Author(s):  
Katherine Klein ◽  
Dragana Simon

This paper focuses on monitoring setting and strength development in cemented paste backfill (CPB). The composition of the paste is altered to study the effects of binder type and content, selected chemical admixtures (superplasticizers), mineral additives (e.g., fly ash), and pore fluid chemistry (e.g., ionic concentration and pH) on these properties. The three main techniques utilized are shear wave velocity measurements, penetration tests (e.g., Vicat needle tests), and unconfined compressive strength tests. All of these tests are sensitive to changes in the paste composition. The effect of the pore fluid chemistry and the chemical additives on the CPB properties depends on the ion type and concentration and the chemical composition of the superplasticizers. The shear wave velocity in both uncemented and cemented pastes increases with time as a result of self-weight consolidation, capillary forces, and cementation (the precipitation of ions in uncemented tailings pastes or cement hydration in cemented tailings pastes).Key words: cemented paste backfill, shear wave velocity, setting, unconfined compressive strength.


Materials ◽  
2019 ◽  
Vol 12 (10) ◽  
pp. 1652 ◽  
Author(s):  
Jianghu Lu ◽  
Zhexuan Yu ◽  
Yuanzhe Zhu ◽  
Shaowen Huang ◽  
Qi Luo ◽  
...  

There is a universally accepted view that environmental pollution should be controlled while improving cement mortar natural abilities. The purpose of this study is to develop a green cement mortar that has better compressive strength and anti-chloride ion permeability. Two industrial wastes, lithium-slag and slag, were added to cement mortar, and the role of lithium-slag was to activate slag. In addition, to save economic and time costs, this paper also used the least-squares support vector machine (LS-SVM) method to predict the property changes of cementitious-based materials. Then multiple natural abilities of samples, including compressive strength, anti-chloride ion permeability, and fluidity, were tested. In addition, LS-SVM and traditional support vector machine (SVM) were used to train and forecast the performance, including compressive strength. The results show that lithium-slag can activate slag to improve the compressive strength, anti-chloride ion permeability of mortar, and LS-SVM sharpens accuracy by 11% compared to SVM.


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