Global Sensitivity Analysis for the Polymeric Microcapsules in Self-Healing Cementitious Composites.
Shuai Zhou1, Yue Jia1, Chong Wang1
1College of Materials Science and Engineering, Chongqing University, Chongqing 400045, China.
The volume fraction of microcapsules significantly impacts the elastic properties of self-healing cementitious composites. Understanding parameter sensitivity is crucial for accurate micromechanical modeling of these advanced materials.
Area of Science:
- Materials Science
- Civil Engineering
- Computational Mechanics
Background:
- Self-healing cementitious composites utilize microencapsulated healing agents for enhanced durability.
- Microcapsules, while enabling self-healing, reduce the composite's elastic properties prior to healing.
- Micromechanical models are used to evaluate these property reductions but are complex and parameter-sensitive.
Purpose of the Study:
- To propose a micromechanical model for evaluating effective properties of cementitious composites containing microcapsules.
- To apply quantitative global sensitivity analysis to identify critical parameters influencing model accuracy.
- To determine which parameters require further investigation for improved confidence in predictive results.
Main Methods:
- Development of a micromechanical model to assess the effective properties of microcapsule-reinforced cementitious materials.
- Application of the Extended Fourier Amplitude Sensitivity Test (EFAST) for quantitative global sensitivity analysis.
- Computation of first-order sensitivity indices to rank parameter importance.
Main Results:
- The volume fraction of microcapsules was identified as the most influential parameter on the effective elastic properties before self-healing.
- The sensitivity analysis highlighted the significant, non-negligible influence of interfacial properties between microcapsules and the matrix.
- Parameter importance was quantified, guiding future research efforts.
Conclusions:
- The study successfully identified key parameters governing the effective properties of microcapsule-containing cementitious composites.
- Accurate micromechanical modeling of these materials necessitates a thorough understanding of microcapsule volume fraction and interfacial characteristics.
- This research provides a foundation for optimizing the design and performance of self-healing cementitious materials.
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