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利用水力传导率和仿生优化方法评估红土的生物胶结作用。

Assessing the biocementation of lateritic soil using hydraulic conductivity and bioinspired optimization approach.

作者信息

Etim Roland Kufre, Yohanna Paul, Eberemu Adrian Oshioname, Osinubi Kolawole Juwonlo, Ijimdiya Thomas Stephen

机构信息

Department of Civil Engineering, Akwa Ibom State University, Ikot Akpaden, Nigeria.

Department of Civil Engineering, Kampala International University, Western Campus, Ishaka, Uganda.

出版信息

Sci Rep. 2025 Jul 27;15(1):27356. doi: 10.1038/s41598-025-12907-6.

Abstract

The effectiveness of microbially induced calcite precipitation (MICP) in reducing the hydraulic conductivity (HC) of soils has been evaluated in several geotechnical engineering applications. However, optimizing MICP parameters to achieve minimal hydraulic conductivity for waste containment liners remains underexplored. This study presents a comprehensive laboratory analysis investigating the influence of bacterial suspension density and compaction energy on compacted lateritic soil, prepared under varying moisture conditions. Bacillus megaterium (B. megaterium) was introduced at different suspension densities, followed by compaction. Results revealed that increased bacterial density and compaction energy significantly reduced hydraulic conductivity due to calcite formation, confirmed through XRD, SEM, XRF, and FTIR analyses. To optimize the hydraulic conductivity, bio-inspired algorithms including particle swarm optimization (PSO), smell agent optimization (SAO), and bacterial foraging optimization (BFO) were deployed. Successive iterations demonstrated that PSO achieved the lowest hydraulic conductivity (k = 2.27 × 10 m/s), followed by SAO (k = 2.85 × 10 m/s) and BFO (k = 2.66 × 10 m/s). These findings highlight the critical role of compaction effort, moisture content, and bacterial density in designing compacted lateritic soil liners for geotechnical applications. Optimization results underscore PSO's superior performance in achieving design criteria for liners.

摘要

微生物诱导碳酸钙沉淀(MICP)在降低土壤水力传导率方面的有效性已在多个岩土工程应用中得到评估。然而,优化MICP参数以实现废物填埋场衬垫的最小水力传导率仍未得到充分探索。本研究进行了全面的实验室分析,研究了在不同水分条件下制备的压实红土中细菌悬浮液密度和压实能量的影响。以不同的悬浮液密度引入巨大芽孢杆菌(B. megaterium),然后进行压实。结果表明,由于方解石的形成,细菌密度和压实能量的增加显著降低了水力传导率,通过XRD、SEM、XRF和FTIR分析得到了证实。为了优化水力传导率,采用了包括粒子群优化(PSO)、嗅觉剂优化(SAO)和细菌觅食优化(BFO)在内的生物启发算法。连续迭代表明,PSO实现了最低的水力传导率(k = 2.27×10 m/s),其次是SAO(k = 2.85×10 m/s)和BFO(k = 2.66×10 m/s)。这些发现突出了压实努力、含水量和细菌密度在设计岩土工程应用的压实红土衬垫中的关键作用。优化结果强调了PSO在实现衬垫设计标准方面的卓越性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dfcd/12301482/59dec9ff0ca8/41598_2025_12907_Fig1_HTML.jpg

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