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Numerical implementation of an extended multi-resolution SPH-PD coupling model for fluid-structure interaction problem with impacting failure 扩展多分辨率 SPH-PD 耦合模型的数值实现,用于解决具有冲击破坏作用的流固耦合问题
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-13 DOI: 10.1016/j.apor.2024.104121
Zeyang Yu, Xuehao Yao, Ding Chen, Qipeng Ma, Xiaolong Lyu, Dan Huang

Considering the fluid-structure impacting failure problems with large size, this paper presents an extended multi-resolution smoothed particle hydrodynamics (SPH)-peridynamics (PD) coupling model. The influence domain and the interpolation smoothing length are innovatively introduced to reconstruct governing equations for interactions between particles of diverse resolutions, ensuring system-wide momentum conservation. Then, an adaptive multi-level cell neighborhood search (AMCNS) algorithm is presented, designed to reduce the time of neighborhood search in multi-resolution simulations. Several 2D and 3D validation tests demonstrate the accuracy of the multi-resolution SPH-PD model in describing solid deformation and fluid impact pressure. The multi-resolution SPH-PD model significantly enhances computational efficiency and can depict the process of structural failure under conditions where a wide difference in scale between waves and structures.

考虑到大尺寸流体-结构冲击破坏问题,本文提出了一种扩展的多分辨率平滑粒子流体力学(SPH)-超动力学(PD)耦合模型。该模型创新性地引入了影响域和插值平滑长度,以重建不同分辨率粒子间相互作用的支配方程,确保全系统动量守恒。然后,介绍了一种自适应多级单元邻域搜索(AMCNS)算法,旨在减少多分辨率模拟中的邻域搜索时间。多个二维和三维验证测试证明了多分辨率 SPH-PD 模型在描述固体变形和流体冲击压力方面的准确性。多分辨率 SPH-PD 模型大大提高了计算效率,并能描述波浪和结构之间尺度差异较大条件下的结构破坏过程。
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引用次数: 0
Hydroelastic analysis of a forced circular elastic floating plate in the presence of porous barrier 存在多孔屏障的受力圆形弹性浮板的水弹性分析
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-11 DOI: 10.1016/j.apor.2024.104085
Dona Alex , R. Ashok , N. Balasubramani

The hydroelastic behavior of a forced circular elastic floating plate is analyzed, while considering the existence of vertical barrier. This study encompasses different edge conditions such as free, simply supported and built-in edge conditions. The eigenfunction matching method is employed with circular symmetry to obtain the solution in frequency-domain. The analysis in time-domain is performed by considering Gaussian forcing at different points on the plate, utilizing the Fourier transform for analysis. The study examines the vertical force acting on the plate and the time-dependent deflection at the point of force application, taking into account different permeable barriers and fluid depths. Additionally, the numerical findings are assessed and compared to the current ones for validation. The findings indicate that the plate encounters maximum force under a built-in edge condition. Furthermore, the time-dependent deflection of the point of forcing decreases with rising values of both the real and imaginary parts of the porous effect parameter G over the time. The outcomes arising from integrating a circular elastic plate with a porous barrier will provide valuable insights into how the plate responds to abrupt forces, similar to those experienced in seismic events or unforeseen disturbances and it also helps in the design of structures capable of enduring unexpected impacts or shocks, among other considerations.

本研究分析了受力圆形弹性浮板的水弹性行为,同时考虑了垂直障碍物的存在。该研究包括不同的边缘条件,如自由边缘、简单支撑边缘和内置边缘条件。采用圆对称的特征函数匹配法获得频域解。时域分析通过考虑板上不同点的高斯强迫,利用傅立叶变换进行分析。考虑到不同的渗透障碍和流体深度,研究考察了作用在板上的垂直力和受力点处随时间变化的挠度。此外,还对数值结果进行了评估,并与当前结果进行了比较,以进行验证。结果表明,板在内置边缘条件下会遇到最大力。此外,随着时间的推移,多孔效应参数 G 的实部和虚部的值都在增加,受力点的随时间变化的偏转也在减小。将圆形弹性板与多孔屏障整合在一起所产生的结果将为我们提供宝贵的见解,帮助我们了解弹性板是如何对突发力(类似于地震事件或不可预见的干扰)做出响应的,同时也有助于设计能够承受意外冲击或震荡的结构。
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引用次数: 0
Effect of leading and secondary vortices on the propulsion performance of an undulating swimmer in the periodic vortex street 前涡和副涡对周期性涡街中起伏游泳者推进性能的影响
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-11 DOI: 10.1016/j.apor.2024.104119
Ruoxin Li , Pengfei Wang , Laibing Jia , Yang Han , Kai Yu

Aquatic animals have evolved diverse swimming techniques. They have demonstrated abilities to harness energy from vortices, particularly the Kármán vortex street, resulting in enhanced thrust. However, gaps remain in comprehensively understanding the factors influencing this increased thrust and the specific hydrodynamic characteristics involved. In this study, we studied an undulating foil downstream a circular cylinder to further understand the flow control mechanism involved in optimizing energy capture from hydrodynamic disturbances. We utilised numerical simulations with a moving adaptive mesh in laminar flow. We found that the leading vortex and secondary vortex at the foil's leading edge, originating from the Kármán vortex, played a crucial role in thrust enhancement. The undulating foil was more efficient in capturing energy from the Kármán vortex street than a stationary foil. When the foil was nearer to the cylinder, the energy capture was more evident, leading to intricate vortex patterns and easier leading vortex and secondary vortex generation. The foil's lift initially rose with closer proximity but decreased with increased distance. Our results showed that for minimal drag and optimal lift, the cylindrical body's position is closely tied to the interaction between the Kármán vortex street and the undulating foil. These insights can be applied in applications of designing efficient propulsion systems for underwater vehicles and optimising energy harnessing mechanisms in marine environments.

水生动物进化出了多种多样的游泳技术。它们展示了利用涡流能量的能力,尤其是利用卡尔曼涡街,从而增强推力。然而,在全面了解这种推力增强的影响因素和相关的具体流体力学特性方面仍存在差距。在本研究中,我们对圆筒下游的起伏箔片进行了研究,以进一步了解优化流体动力扰动能量捕获所涉及的流动控制机制。我们利用层流中的移动自适应网格进行了数值模拟。我们发现,源于卡尔曼涡旋的箔片前缘的前缘涡旋和次级涡旋在推力增强中起着至关重要的作用。与静止的箔片相比,起伏的箔片能更有效地捕捉来自卡曼涡街的能量。当箔片靠近气缸时,能量捕获更加明显,从而形成复杂的涡流模式,更容易产生前导涡流和次级涡流。箔片的升力最初随着距离的接近而上升,但随着距离的增加而下降。我们的研究结果表明,为了获得最小的阻力和最佳的升力,圆柱体的位置与卡曼涡街和起伏箔片之间的相互作用密切相关。这些见解可应用于设计水下航行器的高效推进系统和优化海洋环境中的能量利用机制。
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引用次数: 0
On the water entry impact characteristics of high-speed vehicle with an Arbitrary Lagrangian-Eulerian method 用任意拉格朗日-欧勒方法研究高速飞行器的进水冲击特性
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-10 DOI: 10.1016/j.apor.2024.104118
Xudong Fan , Jiazhen Zhao , Chao Qi , Xu Wang , Xujian Lyu

This paper investigates the fluid-structure interaction process of high-speed vehicles during water entry using the Arbitrary Lagrangian-Eulerian method. Through mesh independence verification and comparison of numerical simulation results with experimental data and empirical formulas, the reliability and accuracy of the computational method are confirmed. The study comprehensively analyzes flow field pressure distribution, cavity evolution characteristics, and vehicle force features, evaluating the impact of water-entry angle, Froude number (Fr), and cavitator dimension. The results indicate that during water entry, the instantaneous impact forces are mainly concentrated on the wetted surface at the bottom of the vehicle and the plane at the head. The peak stress at the entry point is significantly higher than at other locations, and stress waves propagate along the vehicle body, concentrating at the hollow structure due to the structural characteristics. The change in water-entry angle does not significantly affect the decay of Fr for the vehicle, but increasing the water-entry angle leads to an earlier and larger peak stress at the mid-point monitoring location of the vehicle. In addition, the study also found that the stress level increases with the increase of the Froude number, resulting in larger high-stress areas and peak stresses. However, the cavity evolution at the same water-entry depth is essentially independent of the variation in Fr. With the increase in cavitator dimension, the water-entry load and cavity profile will also significantly increase, and vehicles with larger cavitator dimension will generate larger stress waves upon impact.

本文采用任意拉格朗日-欧勒方法研究了高速车辆在入水时的流固耦合过程。通过网格独立性验证以及数值模拟结果与实验数据和经验公式的对比,证实了计算方法的可靠性和准确性。研究全面分析了流场压力分布、空腔演化特征和载流子受力特征,评估了入水角、弗劳德数(Fr)和空腔尺寸的影响。结果表明,在进水过程中,瞬时冲击力主要集中在飞行器底部的润湿面和头部的平面上。入水点的峰值应力明显高于其他位置,应力波沿着车体传播,由于结构特点,应力波集中在中空结构处。入水角度的变化不会对车辆 Fr 的衰减产生明显影响,但入水角度的增加会导致车辆中点监测位置的峰值应力更早、更大。此外,研究还发现,应力水平会随着 Froude 数的增加而增加,从而导致更大的高应力区域和峰值应力。然而,相同入水深度下的空腔演变与 Fr 的变化基本无关。随着空腔尺寸的增加,入水载荷和空腔轮廓也会显著增加,空腔尺寸较大的车辆在撞击时会产生较大的应力波。
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引用次数: 0
Simultaneous design optimisation methodology for floating offshore wind turbine substructure and feedback-based control strategy 浮式海上风力涡轮机下部结构和反馈控制策略的同步设计优化方法
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-10 DOI: 10.1016/j.apor.2024.104120
Javier López-Queija , Ander Tena , Josu Jugo , Ander Aristondo , Eider Robles

This research article explores the application of control co-design methodologies for optimising floating offshore wind turbine systems concurrently. The primary objective is to offer insights into concurrent design approaches employing an advanced genetic optimisation algorithm. To achieve this, a reduced-order dynamic model is employed to minimise computational time requirements, complemented by a modified version of the levelized cost of energy equation serving as the cost function. Furthermore, various optimisation scenarios are investigated under diverse wind and wave conditions to assess the advantages and drawbacks of increasing the complexity of dynamic cases used in evaluating the cost function. The optimised system designs are then compared against baseline floating system designs to underscore the advantages of employing this approach to floating wind turbine design.

这篇研究文章探讨了控制协同设计方法在同时优化浮式海上风力涡轮机系统中的应用。主要目的是深入探讨采用先进遗传优化算法的并行设计方法。为实现这一目标,采用了一个减少阶次的动态模型,以最大限度地减少计算时间要求,并辅以一个修正版的平准化能源成本方程作为成本函数。此外,还研究了不同风浪条件下的各种优化方案,以评估在评估成本函数时增加动态案例复杂性的利弊。然后将优化后的系统设计与基准浮动系统设计进行比较,以强调采用这种方法进行浮动风力涡轮机设计的优势。
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引用次数: 0
Research on intelligent nesting algorithm for irregular ship parts based on no-fit-polygon 基于无拟合多边形的不规则船舶零件智能嵌套算法研究
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-09 DOI: 10.1016/j.apor.2024.104108
Wang Yunlong , Gu Yujie , Miao Jie , Zhang Yu , Jin Chaoguang , Guan Guan

In order to improve the utilization ratio of steel plates for parts nesting in ship manufacturing, this paper proposes a new intelligent nesting algorithm for irregular parts based on NFP, which can effectively solve the three difficult problems of selection, locating and collision for irregular parts nesting, and further improve the utilization rate of steel plates. The new method directly uses irregular parts as nested objects, establishes the NFP generating algorithm based on the trajectory and Minkowski method to solve the collision problem, proposes a hybrid strategy of the TOPOS principle and BL principle to solve the locating problem, and builds ISAGA to optimize the sequence and rotation angle of the irregular part to solve the selection problem. Finally, the feasibility and effectiveness of the new method are verified by comparing with the existing nesting softwares of Nest Lib and Sigma Nest based on 10 standard test cases of irregular parts in the ESICUP, the experimental results show that the plate utilization of the proposed new method increased on average by 9.76 % and 13.56 %. And compared with the actual packing results of irregular parts in a shipyard, the plate utilization rate of the new method increased by 5.04 % on average.The new method will play an important role in further improving the utilization rate of steel plate in the shipbuilding industry.

为提高船舶制造中零件套料的钢板利用率,本文提出了一种基于NFP的不规则零件智能套料新算法,可有效解决不规则零件套料的选择、定位和碰撞三大难题,进一步提高钢板的利用率。新方法直接以不规则零件为嵌套对象,建立了基于轨迹和闵可夫斯基法的 NFP 生成算法解决碰撞问题,提出了 TOPOS 原理和 BL 原理的混合策略解决定位问题,并建立了 ISAGA 来优化不规则零件的顺序和旋转角度解决选择问题。最后,基于 ESICUP 中的 10 个不规则零件标准测试案例,通过与现有的 Nest Lib 和 Sigma Nest 套料软件进行比较,验证了新方法的可行性和有效性,实验结果表明,提出的新方法的板材利用率平均提高了 9.76 % 和 13.56 %。新方法将为进一步提高造船业钢板利用率发挥重要作用。
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引用次数: 0
Acoustic camera-based super-resolution reconstruction approach for underwater perception in low-visibility marine environments 基于声学摄像机的超分辨率重建方法,用于低能见度海洋环境中的水下感知
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-08 DOI: 10.1016/j.apor.2024.104110
Xiaoteng Zhou, Katsunori Mizuno

In low-visibility environments, the underwater perception range of optical cameras is severely restricted, and perception operations in ocean engineering often rely on sonar. Acoustic cameras are a type of forward-looking sonar that have attracted considerable attention because of their ability to produce images similar to those of optical cameras. However, owing to the unique imaging mechanism employed by acoustic cameras, the resulting images suffer from insufficient resolution and a loss of feature details. This issue considerably diminishes the precision of downstream visual tasks, limiting the application of acoustic cameras. In this study, we propose a deep-learning-based super-resolution reconstruction approach for acoustic cameras, where the reconstruction process relies only on images, without prior assumptions regarding the detection scenes. We verified the effectiveness of the proposed method for two practical applications: marine debris detection and marine structure inspection. The experimental results show that our proposed method can robustly reconstruct high-resolution sonar images, and the obtained images have superior feature details, which improved the precision of downstream vision tasks. In this study, we aim to provide better solutions for underwater perception in low-visibility marine environments, while exploring the application of acoustic cameras in marine debris detection and structure inspection.

在低能见度环境中,光学摄像机的水下感知范围受到严重限制,因此海洋工程中的感知操作通常依赖声纳。声学摄像机是前视声纳的一种,因其能够生成与光学摄像机类似的图像而备受关注。然而,由于声学摄像机采用了独特的成像机制,其生成的图像存在分辨率不足和特征细节丢失的问题。这一问题大大降低了下游视觉任务的精度,限制了声学摄像机的应用。在本研究中,我们为声学摄像机提出了一种基于深度学习的超分辨率重建方法,重建过程仅依赖于图像,而无需事先假设检测场景。我们在海洋废弃物检测和海洋结构检测这两个实际应用中验证了所提方法的有效性。实验结果表明,我们提出的方法可以稳健地重建高分辨率声纳图像,所获得的图像具有出色的特征细节,从而提高了下游视觉任务的精度。本研究旨在为低能见度海洋环境中的水下感知提供更好的解决方案,同时探索声学相机在海洋废弃物探测和结构检测中的应用。
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引用次数: 0
Tiny buoy-immense wisdom: Self-powered and self-sensing sundae cup-shaped wave energy harvester for smart oceans 小小浮标,无穷智慧:自供电、自感应的圣代杯状波浪能收集器,用于智能海洋
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-08 DOI: 10.1016/j.apor.2024.104111
Linyang He , Sizhong Zhang , Zutao Zhang , Genshuo Liu , Qiqi Zhou , Ang Li , Jie Zhao , Tengfei Liu

The piers of the sea-crossing bridges have been submerged and eroded for an extended period, presenting a significant safety hazard. Therefore, unmanned monitoring equipment is urgently needed in the waters near the pier. Waves can be harnessed as an abundant renewable energy source. Furthermore, because of the bridge pier's diversion effect, the primary direction of water flow is comparatively stabilized, whereas the pendulum's continuous movement necessitates input excitation in a specific direction. Consequently, this study proposes the development of a self-powered and self-sensing intelligent buoy, employing an inertial pendulum and TENG (Triboelectric nanogenerator) monitoring system to facilitate long-term monitoring of hydrological conditions. The intelligent buoy is divided into two modules based on their respective functionalities: the self-powered module located in the lower section and the self-sensing module positioned in the upper section. The self-powered module comprises three elements, including a wave energy capture part, a motion conversion part, and an electromagnetic energy conversion part. The signal processing part serves as the centerpiece of the self-sensing module. After experimental testing, the maximum power of a single prototype can reach 12.11 mW, and the accuracy of abnormal monitoring can exceed 90%. The Six-DOF (six-degree-of-freedom) shaker experiments and LSTM (Long Short-Term Memory) algorithm-based processing show that the dual-function intelligent buoy is an innovative feasible scheme to realize the IoTs.

跨海大桥的桥墩长期被水淹没和侵蚀,存在很大的安全隐患。因此,迫切需要在桥墩附近水域安装无人监测设备。海浪可以作为一种丰富的可再生能源加以利用。此外,由于桥墩的分流作用,水流的主要方向相对稳定,而摆的连续运动则需要特定方向的输入激励。因此,本研究提出利用惯性摆和 TENG(三电纳米发电机)监测系统开发一种自供电和自传感智能浮标,以方便对水文条件进行长期监测。智能浮标根据各自的功能分为两个模块:位于下部的自供电模块和位于上部的自传感模块。自供电模块由三个部分组成,包括波能捕捉部分、运动转换部分和电磁能转换部分。信号处理部分是自感应模块的核心部分。经过实验测试,单个原型的最大功率可达 12.11 mW,异常监测准确率超过 90%。六自由度(Six-DOF)振动台实验和基于 LSTM(长短期记忆)算法的处理表明,双功能智能浮标是实现物联网的创新可行方案。
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引用次数: 0
Data-driven prediction of cylinder-induced unsteady wake flow 数据驱动的气缸诱导非稳态尾流预测
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-08 DOI: 10.1016/j.apor.2024.104114
Shicheng Li , James Yang , Penghua Teng

Understanding cylinder-induced wake is pivotal in fluid dynamics, providing essential insights for the design and analysis of various structures, including offshore platforms, bridges, and buildings. To achieve fast and accurate modeling, this study introduces a novel reduced-order model (ROM) utilizing dynamic mode decomposition (DMD) and an advanced deep learning framework, specifically an attention-enhanced convolutional neural network-long short-term memory networks model (CNN-LSTM), for predicting cylinder-induced unsteady wake flows. The DMD efficiently simplifies complex fluid systems while retaining key dynamics, thus significantly saving computational costs. By leveraging its combined strengths, the CNN-LSTM with an attention mechanism effectively captures complex spatiotemporal features. The resulting ROM accurately reproduces the wake processes around a cylinder (group), demonstrating high consistency with computational fluid dynamics (CFD) solutions (coefficient of determination > 0.98), and showcases satisfactory resilience to a (Gaussian) noise level of up to 25 %. This study contributes a robust ROM capable of handling spatiotemporal dynamics, facilitating swift prediction of future outcomes using historical data, which is particularly critical for efficient real-time analysis and informed decision-making in dynamic settings, e.g., digital twins and predictive maintenance.

了解气缸诱发的尾流在流体动力学中至关重要,可为包括海上平台、桥梁和建筑物在内的各种结构的设计和分析提供重要见解。为了实现快速、准确的建模,本研究引入了一种新的减阶模型(ROM),利用动态模态分解(DMD)和先进的深度学习框架,特别是注意力增强型卷积神经网络-长短期记忆网络模型(CNN-LSTM),来预测气缸诱发的非稳态尾流。DMD 可有效简化复杂的流体系统,同时保留关键的动力学特性,从而大大节省计算成本。利用其综合优势,带有注意力机制的 CNN-LSTM 能有效捕捉复杂的时空特征。由此产生的 ROM 准确地再现了圆柱体(组)周围的尾流过程,与计算流体动力学(CFD)解决方案具有很高的一致性(判定系数为 0.98),并在高达 25% 的(高斯)噪声水平下表现出令人满意的弹性。这项研究提供了一种能够处理时空动态的稳健 ROM,有助于利用历史数据快速预测未来结果,这对于动态环境中的高效实时分析和知情决策尤为重要,例如数字双胞胎和预测性维护。
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引用次数: 0
Enhancing the durability of coastal soil treated with fiber-reinforced microbial-induced calcite precipitation (MICP) 提高用纤维增强微生物诱导方解石沉淀法(MICP)处理的沿海土壤的耐久性
IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN Pub Date : 2024-07-06 DOI: 10.1016/j.apor.2024.104106
Vikas Rawat, Neelima Satyam

Microbial-induced calcite precipitation (MICP) has recently emerged as a sustainable, eco-friendly, potentially sound ground improvement technique. The durability of MICP-treated samples remains a major concern in this innovative method. This study examines the impact of three types of fiber reinforcements, namely carbon, basalt, and polypropylene, on the durability of biotreated samples of coastal sand. The fiber content used was 0.20%, 0.40%, and 0.60% of soil weight. A comprehensive biotreatment investigation was conducted using Sporosarcina pasteurii in a 0.5 molar cementation solution. The amount of calcite precipitation, scanning electron microscope (SEM) and energy dispersive X-ray spectroscopy (EDS) were used to interpret biocementation. Biotreated samples were subjected to 5, 10, and 15 wetting-drying (WD) cycles under seawater conditions to evaluate the durability of the fiber-reinforced MICP-treated Indian coastal soil. Following WD testing, mass loss, unconfined compressive strength (UCS), split tensile strength (STS), and ultrasonic pulse velocity (UPV) were measured for different fiber-reinforced MICP-treated samples. The study revealed that the WD cyclic process affects the mechanical and physical characteristics of fiber-reinforced MICP-treated samples. The optimal fiber content for carbon, basalt, and polypropylene fibers was 0.40%, 0.40%, and 0.20%, respectively. Notably, the basalt fiber-reinforced sample with a fiber content of 0.40% exhibited minimal effects from the WD cycles, with only a 3.53% mass loss after 15 cycles. Overall, the results strongly support the durability of fiber reinforcement under WD conditions.

微生物诱导方解石沉淀法(MICP)是最近出现的一种可持续、生态友好型、潜在无害的地面改良技术。经过 MICP 处理的样品的耐久性仍然是这种创新方法的一个主要问题。本研究探讨了碳纤维、玄武岩纤维和聚丙烯纤维这三种纤维增强材料对经过生物处理的沿海砂样本耐久性的影响。使用的纤维含量分别为土壤重量的 0.20%、0.40% 和 0.60%。在 0.5 摩尔固结溶液中使用巴氏孢子虫进行了全面的生物处理研究。方解石析出量、扫描电子显微镜(SEM)和能量色散 X 射线光谱(EDS)被用来解释生物水泥化。在海水条件下,对生物处理过的样品进行 5、10 和 15 次湿润-干燥(WD)循环,以评估纤维加固的 MICP 处理过的印度沿海土壤的耐久性。WD 测试后,测量了不同纤维增强 MICP 处理过的样品的质量损失、无侧限抗压强度(UCS)、劈裂拉伸强度(STS)和超声波脉冲速度(UPV)。研究表明,WD 循环过程会影响纤维增强 MICP 处理样品的机械和物理特性。碳纤维、玄武岩纤维和聚丙烯纤维的最佳纤维含量分别为 0.40%、0.40% 和 0.20%。值得注意的是,纤维含量为 0.40% 的玄武岩纤维增强样品受 WD 循环的影响最小,15 次循环后质量损失仅为 3.53%。总之,这些结果有力地证明了纤维增强材料在 WD 条件下的耐久性。
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引用次数: 0
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