响应面法优化碱激发粉煤灰-磷石膏固化膨胀土试验研究

    Optimization of Alkali-Activated Fly Ash-Phosphogypsum for Expansive Soil Stabilization Using Response Surface Methodology: An Experimental Study

    • 摘要: 为提高工业固体废弃物的利用率并增强膨胀土的改良效果,本文以粉煤灰为前驱体,磷石膏和氢氧化钠(NaOH)为激发剂,利用Box-Behnken Design响应面法优化粉煤灰、磷石膏和NaOH配合比,研究膨胀土的固化机理与微观演变特征。结果表明,固化土最优配合比为18%粉煤灰、8%磷石膏和2.8%NaOH,在最优配比下固化土7d和28d的无侧限抗压强度(UCS)分别为0.65MPa和0.79MPa。基于RSM优化下最优配合比为17.978%粉煤灰、7.036%磷石膏和3.043%NaOH,7d和28d的UCS值分别为0.67MPa和0.83MPa,预测值与实验值之间的最小偏差验证了响应面法优化配比的准确性和可靠性。7d和28d固化土水化产物主要为钙矾石(AFt)、水化硅酸钙(C-S-H)和水化硅铝酸钙(C-A-S-H),水化产物有效地填充并包裹了土壤内部的孔隙,增强了其密实度和骨架结构,从而提高固化土的整体强度。本研究为碱激发粉煤灰-磷石膏固化膨胀土提供了理论依据和实验基础。

       

      Abstract: To enhance the utilization of industrial solid wastes and improve the stabilization efficacy of expansive soils, this study employed fly ash as the precursor, with phosphogypsum and sodium hydroxide (NaOH) as activators. The Box-Behnken Design response surface methodology (RSM) was adopted to optimize the proportions of fly ash, phosphogypsum, and NaOH. The stabilization mechanisms and microstructural evolution of the soil were systematically investigated. Experimental results revealed that the optimal mixture ratio was 18% fly ash, 8% phosphogypsum, and 2.8% NaOH. The unconfined compressive strength (UCS) of stabilized soil reached 0.65 MPa at 7 days and 0.79 MPa at 28 days. RSM optimization further refined the ratio to 17.978% fly ash, 7.036% phosphogypsum, and 3.043% NaOH, yielding UCS values of 0.67 MPa (7d) and 0.83 MPa (28d). The minimal deviation between predicted and experimental results validated the accuracy and reliability of RSM for mixture design. Microscopic analysis identified ettringite (AFt), calcium silicate hydrate (C-S-H), and calcium aluminosilicate hydrate (C-A-S-H) as the primary hydration products at both curing ages. The hydration products effectively filled and encapsulated soil pores, enhancing compactness and reinforcing the skeletal framework, thereby improving overall strength. This research establishes a theoretical and experimental foundation for alkali-activated fly ash-phosphogypsum stabilization of expansive soils.

       

    /

    返回文章
    返回