Multi-objective optimization of properties on polymer fiber-reinforced desulfurization gypsum-based composite cementitious materials

被引:7
作者
An, Hongfang [1 ,2 ]
Wang, Lingling [1 ,2 ]
Lv, Fangtao [1 ,2 ]
Fu, Rusong [1 ,2 ]
Lu, Yuexian [1 ,2 ]
Kong, Dewen [1 ,2 ]
机构
[1] Guizhou Univ, Coll Civil Engn, Guiyang 550025, Guizhou, Peoples R China
[2] Guizhou Univ, Guizhou Prov Key Lab Rock & Soil Mech & Engn Safet, Guiyang 550025, Guizhou, Peoples R China
基金
中国国家自然科学基金;
关键词
RSM; Water resistance; Durability; Multi-objective optimization; PFRDGCM; MECHANICAL-PROPERTIES; RESISTANCE; CONCRETE; BEHAVIOR;
D O I
10.1016/j.conbuildmat.2023.130590
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Epoxy resin, calcium carbonate whisker and polyester fiber were mixed into desulfurized gypsum-based com-posite cementitious material (DGCM) to prepare polymer fiber-reinforced desulfurization gypsum-based com-posite cementitious material (PFRDGCM). Based on the response surface methodology (RSM) experimental design, the reliability of polynomial regression models was discussed, and the effects of factor interaction on properties and microscopic morphology of specimens were investigated. Additionally, the optimum mixture ratio of PFRDGCM was determined by the numerical function and verified by experimental results. The results showed that quadratic polynomial models accurately predicted properties of PFRDGCM and reflected the effects of single factor and multi-factor interaction on the compressive strength, water resistance, and durability of PFRDGCM. Moreover, the optimum PFRDGCM ratio for epoxy resin, calcium carbonate whisker, and polyester fiber was 5.49%, 1.02%, and 1.34 %, respectively. The measured test value of compressive strength, water absorption, softening coefficient, dry-wet strength coefficient, and freeze-thaw strength coefficient were 31.79 MPa, 3.58, 0.70, 1.16, and 1.14, respectively, with a relative error value less than 10 %, indicating that the RSM models can provide a reference for the multi-objective optimization of PFRDGCM.
引用
收藏
页数:11
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