响应面法优化碱激发粉煤灰-磷石膏固化膨胀土试验研究

    Experimental study on optimization of alkali-activated fly ash-phosphogypsum for expansive soil stabilization using response surface methodology

    • 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,以粉煤灰为前驱体,磷石膏和氢氧化钠(NaOH)为激发剂,利用响应面法优化粉煤灰、磷石膏和NaOH配合比。采用无侧限抗压强度试验(UCS)、X射线衍射(XRD)和扫描电子显微镜(SEM),系统地研究了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7,28 d的强度分别为0.65,0.79 MPa。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,7,28 d的强度分别为0.67,0.83 MPa,预测值与试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。7,28 d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,从而降低了固化土的膨胀性,提高了整体强度。为碱激发粉煤灰-磷石膏固化膨胀土提供了理论依据和试验基础。

       

      Abstract: To enhance the utilization of industrial solid wastes and improve the stabilization efficacy of expansive soils, this study employs fly ash as the precursor, with phosphogypsum and sodium hydroxide (NaOH) as activators. The Box-Behnken Design (BBD) of response surface methodology (RSM) is adopted to optimize the proportions of fly ash, phosphogypsum, and NaOH. The unconfined compressive strength (UCS), X-ray diffraction (XRD), and scanning electron microscopy (SEM) are used to systematically investigate the stabilization mechanisms and microstructural evolution of expansive soil. Experimental results reveal that the optimal mixing ratio is 18% fly ash, 8% phosphogypsum, and 2.8% NaOH. The strength of stabilized soil reaches 0.65 MPa at 7 days and 0.79 MPa at 28 days. RSM optimization further refines the ratio to 17.978% fly ash, 7.036% phosphogypsum, and 3.043% NaOH, yielding UCS values of 0.67 MPa (7 d) and 0.83 MPa (28 d). The minimal deviation between predicted and experimental results validate the accuracy and reliability of RSM for mixture design. Microscopic analysis identifies AFt, C-S-H, and C-A-S-H as the primary hydration products at both curing ages. The hydration products effectively fill and encapsulate soil pores, improve soil compactness and strengthen the skeletal structure, which reduces the expansibility of the stabilized soil and improves its overall strength. This research establishes a theoretical and experimental foundation for alkali-activated fly ash-phosphogypsum stabilization of expansive soils.

       

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