POLYMERS AND POLYMER MATRIX COMPOSITES |
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Multi-objective Optimisation of Modified Epoxy Resin for Concrete Crack Repair |
CHEN Zimin1, RAN Zhihong1,*, ZHANG Yan1, SONG Zegang2, YUAN Bo2
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1 Faculty of Architecture and Planning, Yunnan University, Kunming 650091, China 2 Yunnan Institute of Highway Science and Technology, Kunming 650051, China |
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Abstract The mechanical properties of epoxy resin for concrete crack repair determine the repair effect, and composite modification of epoxy resin is carried out to improve its mechanical properties. A single-objective prediction model for the mechanical properties of epoxy resins was established by selecting modified nano TiO2, modified nano SiO2, and carboxytetrabutadiene nitrile rubber (CTBN) doping as independent variables, and the tensile strength, elongation at break, and compressive strength of epoxy resins as the response values, and the optimal ratios of each single-objective were determined. In addition, the effects of the interaction between various factors on the properties of composite modified epoxy resin were analyzed. Gray correlation analysis was used for multi-objective optimization, and the optimal ratios of the composite modified epoxy resin were obtained:the amount of modified nano-TiO2 was 0.96%, the amount of modified nano-SiO2 was 2.85%, and the amount of CTBN was 17.63%, and it was experimentally verified that, compared with the predicted values, the deviations of the maximum tensile strength, the elongation at break and the compressive strength were 1.8%, 1.2% and 2.7%, which indicates that the regression model has a better prediction effect, and the comprehensive performance and impact toughness of the material are significantly improved after multi-objective optimization. This work can provide some reference for the design of modified epoxy resin proportioning.
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Published: 25 May 2025
Online: 2025-05-13
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