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Dynamic response of trawl otter board based on computational fluid dynamics 基于计算流体力学的拖网水獭板动力响应
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124308
Cheng Zhao , Xiaobin Li , Yonghe Xie , Guoqiang Li , Wei Wang
To analyze the dynamics of otter boards, a coupled three-dimensional hydrodynamic model for trawl systems is formulated. The model solves the hydrodynamic forces on the otter boards via computational fluid dynamics, represents warps using the lumped mass method, and couples the force interactions among the warps, otter boards, and trawl nets. The six degrees of freedom of the otter board are calculated under varying flow velocities and warp lengths. The position and attitude of the otter board are compared in a stable state, whereas the morphology and tension changes of the warp under different operating conditions are analyzed. The numerical calculation results are compared with sea trial results to verify the reliability of the model. The results indicate that the method enhances the accuracy of otter board motion calculations in trawl systems and provides a useful tool for achieving appropriate control of midwater trawl gears under different operating conditions.
为了分析水獭板的动力学特性,建立了拖网系统三维水动力耦合模型。该模型采用计算流体力学方法求解水獭板上的水动力,采用集总质量法表示翘曲,并将翘曲、水獭板和拖网之间的力相互作用耦合起来。计算了水獭板在不同流速和经纱长度下的六个自由度。比较了水獭板在稳定状态下的位置和姿态,分析了不同工况下经纱的形态和张力变化。将数值计算结果与海试结果进行了比较,验证了模型的可靠性。结果表明,该方法提高了拖网系统中水獭板运动计算的精度,为实现不同工况下中水拖网齿轮的合理控制提供了有益的工具。
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引用次数: 0
Pathways to zero-carbon shipping: Life cycle assessment of energy transition system configurations for container ships 零碳航运之路:集装箱船能源转换系统配置的生命周期评估
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124506
Zhongxiu Peng , Yuzhe Zhao , Theo Notteboom , Jingmiao Zhou
Driven by the International Maritime Organization (IMO) net-zero framework, the container shipping industry is challenged to construct viable energy transition pathways. To enrich ongoing debates and actions, this study defines 172 possible energy system configurations onboard container ships, combining three main power systems, sixteen fuels, and three auxiliary energy systems. A quantitative model is constructed from a life-cycle perspective, covering Well-to-Wake (WtW) greenhouse gas (GHG) emissions, the extended annual carbon intensity indicator expressed in CO2 equivalents (CIICO2eq), total life cycle cost, and the IMO GHG fuel standard (GFS) penalty cost. To account for preference uncertainty and criteria interactions, the 2-additive Choquet integral is incorporated into the stochastic multicriteria acceptability analysis-2 (SMAA-2) framework to generate probabilistic rankings. Scenario variations in fuel prices and GFS-related parameters are introduced to assess the robustness of configurations. The results indicate that e-hydrogen combined with either mono-fuel internal combustion engine (MF ICE) or fuel cell (FC) achieves full decarbonization. MF gray marine gas oil (MGO) with solar or wind assistance offers strong cost performance. MF-based e-hydrogen configurations dominate across ship types, with wind-assisted systems being the preferred auxiliary option. This study provides a robust quantitative foundation for evaluating technological transition pathways in container shipping.
在国际海事组织(IMO)净零框架的推动下,集装箱航运业面临着构建可行的能源转型途径的挑战。为了丰富正在进行的辩论和行动,本研究定义了172种可能的集装箱船上能源系统配置,包括三种主要动力系统,16种燃料和三种辅助能源系统。从生命周期的角度构建了定量模型,包括井到唤醒(WtW)温室气体(GHG)排放、以CO2当量(CIICO2eq)表示的扩展年度碳强度指标、总生命周期成本和IMO温室气体燃料标准(GFS)惩罚成本。为了考虑偏好不确定性和标准相互作用,将2-可加性Choquet积分纳入随机多标准可接受性分析-2 (SMAA-2)框架中以生成概率排名。引入燃料价格和gfs相关参数的情景变化来评估配置的稳健性。结果表明,无论是与单燃料内燃机(MF ICE)还是与燃料电池(FC)结合,e-氢都能实现完全脱碳。MF灰色船用柴油(MGO)与太阳能或风能辅助提供强大的性价比。基于mf的e-氢配置在所有船型中占主导地位,风辅助系统是首选的辅助选择。本研究为评估集装箱运输技术转型路径提供了坚实的定量基础。
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引用次数: 0
VIV model updating method of the flexible riser based on particle swarm optimization 基于粒子群优化的柔性立管涡激振动模型更新方法
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124516
Pengji Hu , Xiuquan Liu , Hongkun Gao , Ronggen Zhao , Xiaoyu Hu , Yuanjiang Chang , Guoming Chen , Wentuo Li , Mingyuan Sun
Vortex-induced vibration (VIV) of a riser is inevitably influenced by various uncertainties in environmental and structural parameters, leading to significant deviations between predicted and actual responses. This study proposes a novel VIV model updating method of the riser to enhance dynamic response prediction accuracy. A three-dimensional VIV analysis model is established based on the Euler-Bernoulli beam theory, with hydrodynamic loads calculated using a Van der Pol wake oscillator. The key parameters are identified by Morris global sensitivity analysis, and a model updating procedure is then developed using these parameters and particle swarm optimization (PSO) algorithm. The proposed method is validated through VIV experiments, and the model adaptive updating characteristics under both single and multiple flow conditions are further investigated. The results demonstrate that the VIV models updated separately for each single condition achieve significantly improved prediction accuracy in RMS displacement and vibration frequency compared to the corresponding initial models. In contrast, the integrated model that updates simultaneously using multiple conditions exhibits comparatively lower predictive performance relative to models dedicated to specific single conditions for accommodating the conflicting uncertain characteristics across all conditions. Nevertheless, the multi-condition model still reduces the prediction error by more than 45% compared to the initial model.
立管涡激振动不可避免地受到环境和结构参数等各种不确定性因素的影响,导致预测响应与实际响应存在较大偏差。为了提高隔水管的动态响应预测精度,提出了一种新的隔水管涡激振动模型更新方法。基于欧拉-伯努利梁理论建立了三维涡动分析模型,采用范德波尔尾迹振荡器计算了水动力载荷。采用Morris全局灵敏度分析方法识别关键参数,并结合粒子群优化(PSO)算法建立模型更新程序。通过VIV实验验证了该方法的有效性,并进一步研究了模型在单流和多流条件下的自适应更新特性。结果表明,与初始模型相比,针对每种工况分别更新的涡激振动模型在RMS位移和振动频率方面的预测精度显著提高。相比之下,使用多个条件同时更新的集成模型相对于用于适应所有条件中冲突的不确定特征的特定单一条件的模型显示出相对较低的预测性能。尽管如此,与初始模型相比,多条件模型仍将预测误差降低了45%以上。
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引用次数: 0
Hydrodynamic drag reduction and wave energy transfer of duck-swarm-inspired multi-catamaran formations 鸭群启发的多双体船结构的水动力减阻和波能传递
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124523
Zhifan Zhang , Bo Jiang , Hechuan Zhang , Wei Wang , Shengren Wei , Jiuyang Cang , Guiyong Zhang
Energy conservation and drag reduction for ships represent a crucial research direction in the green development of the shipping industry and the field of marine engineering. While bio-inspired drag reduction is well-studied for monohulls, its application to catamarans remains complex due to inherent demihull interference. The concept of drag reduction for multi-catamaran formation navigation is proposed, and the effects of different vessel numbers, formation configurations, and relative spacing on formation resistance are systematically investigated. By analyzing the hull surface pressure distribution, free surface wave characteristics, and the law of wave transmission between catamarans, the physical mechanisms of wake superposition and wave interference in catamaran formations are revealed. The study finds that the suction effect generated in the wave trough region formed by the wake of the leading catamaran, and the constructive interference between the traveling waves of the following catamaran and the wake, constitute the key mechanisms for drag reduction. In the tandem formation, when the following catamaran is positioned at the dynamic equilibrium spacing within the suction zone of the wave trough in the leading catamaran's wake, the maximum drag reduction rate of the formation can reach 36.88%. When the longitudinal spacing is 1 L, all three layouts can achieve favorable drag reduction benefits.
船舶节能减阻是航运业和海洋工程领域绿色发展的一个重要研究方向。虽然生物动力减阻技术在单体船上的应用已经得到了很好的研究,但由于半船体固有的干扰,它在双体船上的应用仍然很复杂。提出了多双体船编队航行减阻的概念,系统研究了不同船数、编队构型和相对间距对编队阻力的影响。通过对船体表面压力分布、自由表面波特性和双体体间波浪传递规律的分析,揭示了双体体编队中尾流叠加和波浪干涉的物理机制。研究发现,前轮双体船尾迹形成的波槽区产生的吸力效应,以及后轮双体船行波与尾迹的相长干涉是减阻的关键机理。在串串编队中,当后面的双体船位于前轮双体船尾流波槽吸力区域内的动态平衡间距时,该编队的最大减阻率可达36.88%。当纵向间距为1 L时,三种布局均能获得较好的减阻效果。
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引用次数: 0
Hybrid optimization of ship route and speed for energy efficiency under dynamic marine conditions 动态海洋条件下船舶航路和航速的能效混合优化
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124501
Yaqing Shu , Yuan Cai , Kang Liu , Mingzheng Liu , Lan Song , Zaili Yang
Ship energy consumption optimization is a critical pathway toward sustainable maritime transportation, yet dynamic marine conditions pose significant challenges for effective route planning. In this study, a novel hybrid optimization framework integrating path planning and speed optimization is proposed to minimize energy consumption under time-varying environmental conditions. Firstly, the path planning model is developed based on improved A∗ algorithm incorporating dynamic weights and environmental updates, considering marine conditions of winds, currents, and waves. Secondly, the speed optimization model is developed using an enhanced genetic algorithm featuring reverse selection mechanisms. Finally, a case study of 11 practical ship paths from Shanghai to Tokyo is conducted to validate the method. The result shows that this method achieves a 13.38% average reduction in energy consumption caused by resistance. The proposed framework achieves enhanced convergence performance while maintaining practical feasibility for real-time implementation. This research provides shipping companies with actionable fuel-efficient navigation strategies and contributes methodological foundations for achieving IMO's 2050 carbon emission reduction targets in maritime sector.
船舶能源消耗优化是实现可持续海上运输的重要途径,但动态海洋环境对有效的航线规划提出了重大挑战。本文提出了一种结合路径规划和速度优化的新型混合优化框架,以实现时变环境条件下的能量消耗最小化。首先,基于改进的A *算法,结合动态权重和环境更新,考虑风、流、波等海洋条件,建立路径规划模型;其次,利用具有逆向选择机制的增强型遗传算法建立了速度优化模型。最后,以上海至东京的11条实际航线为例,对该方法进行了验证。结果表明,该方法可使电阻能耗平均降低13.38%。该框架在保持实时实现的实际可行性的同时,提高了收敛性能。本研究为航运公司提供了可行的节油导航策略,为实现国际海事组织2050年海事部门碳减排目标提供了方法基础。
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引用次数: 0
A novel multi-feature fusion Gaussian graph network for early anomaly detection of wind turbine 一种新的多特征融合高斯图网络用于风电机组早期异常检测
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124570
Ruibin Ban, Tianyi He, Yang Chen, Ling Xiang, Aijun Hu
The supervisory control and data acquisition (SCADA) data collected from wind turbines, encompassing multiple operational parameters, is widely utilized for assessing operational status and detecting anomalies due to its cost-effectiveness and accessibility. However, the interrelationships among SCADA variables are often overlooked, which can compromise the accuracy of wind turbine anomaly monitoring. To address this limitation, a multi-feature fusion Gaussian graph network (MFGGN) for wind turbine anomaly monitoring is proposed in this paper, with the objective of precisely capturing the complex spatial and temporal dependencies among SCADA data variables. In the proposed network, the Gaussian radial basis function is introduced to quantify the correlation between variables for constructing the graph adjacency matrix. The MFGGN utilizes a graph attention network to adaptively aggregate the spatiotemporal features extracted by the multi-feature fusion module, thus capturing complex relationships among variables in SCADA data. The cumulative sum (CUSUM) method is developed to enhance the monitoring of deviations between predicted and actual values through continuous tracking of systematic shifts, thereby enabling effective assessment of wind turbine health status. The proposed model is applied to datasets from two wind farms for case analysis. Comparative experiments demonstrate that the proposed approach achieves superior performance in wind turbine early anomaly monitoring compared to other models. Although this study focuses on specific datasets, the data-driven architecture of MFGGN suggests potential applicability to diverse turbine models and environmental conditions, paving the way for future cross-dataset validation to broaden these insights. The proposed monitoring model provides a more powerful basis for decision makers of wind farms, which is beneficial to the safe and efficient developments of offshore wind energy.
从风力涡轮机收集的监控和数据采集(SCADA)数据包括多个运行参数,由于其成本效益和可访问性,被广泛用于评估运行状态和检测异常。然而,SCADA变量之间的相互关系往往被忽视,从而影响风电机组异常监测的准确性。为了解决这一问题,本文提出了一种用于风力机异常监测的多特征融合高斯图网络(MFGGN),目的是精确捕捉SCADA数据变量之间复杂的时空依赖关系。在该网络中,引入高斯径向基函数来量化图邻接矩阵中变量之间的相关性。MFGGN利用图关注网络自适应聚合多特征融合模块提取的时空特征,从而捕获SCADA数据中变量之间的复杂关系。累积和(CUSUM)法通过对系统位移的连续跟踪,加强对预测值与实际值偏差的监测,从而有效评估风力机的健康状态。将该模型应用于两个风电场的数据集进行案例分析。对比实验表明,该方法在风电机组早期异常监测中取得了较好的效果。尽管这项研究侧重于特定的数据集,但MFGGN的数据驱动架构表明,它可能适用于不同的涡轮机模型和环境条件,为未来的跨数据集验证铺平了道路,从而扩大了这些见解。所提出的监测模型为风电场决策者提供了更有力的依据,有利于海上风电的安全高效开发。
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引用次数: 0
Experimental and numerical investigations of the flow characteristics around the Japan bulk carrier 日本散货船周围流动特性的实验与数值研究
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124540
Mo Chen , Ziyan Li , Nan Zhang , Wentao Zheng , Xuan Zhang
To gain a clearer understanding of the flow evolution characteristics around typical ships with high-block coefficients, a combined investigation involving wind tunnel experiments and large eddy simulation (LES) was conducted on the Japan bulk carrier (JBC) model. Initially, stereo particle image velocimetry (SPIV) and hot-wire anemometry (HWA) measurements were performed on the stern flow field of the JBC under straight-ahead conditions. These two experimental methodologies, through cross-verification, not only provided benchmark validation for the LES results but also facilitated preliminary investigation into the flow characteristics around the JBC. Subsequently, employing a high-resolution computational grid comprising 112 million volumetric cells, LES studies were carried out to investigate the evolutionary patterns of the vortex-dominated flow around the JBC hull under both straight-ahead and 8° oblique-flow conditions. A comprehensive investigation of surface flow patterns and vortical evolution characteristics, complemented by a comparative analysis of the flow field characteristics between straight-ahead and oblique-flow conditions. Results demonstrated that a pronounced enhancement of vorticity and TKE (turbulent kinetic energy), and all normal Reynolds stress components is observed at both cores of ABV (aft-body bilge vortex) and FSV (fore-body side vortex), and the lateral component of normal Reynolds stress near the oblique-flow ABV core significantly exceeds that of the straight-ahead case. For the straight-ahead condition, the axial and vertical Reynolds stresses are comparable within the ABV core region, but slightly exceed the lateral component. Under the 8° oblique-flow condition, however, the lateral and vertical Reynolds stress components exceed the axial component. The findings offer critical support for optimizing drag reduction and stability enhancement in full-form ships with high-block coefficients.
为了更清楚地了解典型高阻塞系数船舶周围的流动演变特征,对日本散货船(JBC)模型进行了风洞实验和大涡模拟(LES)相结合的研究。首先,采用立体粒子图像测速法(SPIV)和热线测速法(HWA)对JBC尾部直航条件下的流场进行了测量。通过交叉验证,这两种实验方法不仅为LES结果提供了基准验证,而且为JBC周围流动特性的初步研究提供了便利。随后,采用包含1.12亿个体积单元的高分辨率计算网格,进行了LES研究,以研究JBC船体周围涡旋主导的流动在直流式和8°斜流式条件下的演化模式。全面研究了表面流动模式和旋涡演化特征,并对直流式和斜流式条件下的流场特征进行了比较分析。结果表明:在ABV核心(后舱底涡)和FSV核心(前体侧涡)处,涡度、湍流动能和所有法向雷诺应力分量均显著增强,且在斜流ABV核心附近,法向雷诺应力的横向分量显著超过直流式ABV核心。直行工况下,ABV岩心区域内的轴向和垂直雷诺兹应力相当,但略大于横向分量。而在8°斜流条件下,横向和纵向的雷诺应力分量大于轴向的雷诺应力分量。该研究结果为优化具有高块系数的全型船舶的减阻和稳定性提供了关键支持。
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引用次数: 0
Human-centered method estimating safe width of inland waterways 以人为本的内河航道安全宽度估算方法
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124448
Ievgen Medvediev , Dmitriy Muzylyov , Jakub Montewka
The World Association for Waterborne Transport Infrastructure (PIANC) has recently established guidelines for designing the dimensions of inland waterways through the Safety and Ease of Navigation (S&E) methodology. This approach determines safe waterway widths based on 11 factors estimated in a deterministic manner. The resulting S&E score is then applied to define the safe width of waterways. However, semantic analysis shows that nearly 40 % of these parameters are inherently vague and cannot be unambiguously estimated using deterministic formulas, which limits the reliability of PIANC's methodology. To address this limitation, this study introduces a fuzzy logic model developed in accordance with the Human-Centered Design Approach (HCDA). The model focuses on seven key burden with uncertainty factors – such as crew cohesion, local waterway knowledge, and ship–traffic interactions – capturing the human and environmental dimensions of navigation safety. A Mamdani fuzzy inference system with triangular and trapezoidal membership functions were applied, with parameter values refined through expert elicitation sessions involving experienced inland vessel skippers across Europe. Two French inland navigation case studies (Lower Seine River and the Freycinet network) were used to validate the proposed approach. A case study on the Lower Seine River demonstrates that, unlike the binary PIANC framework, the proposed fuzzy model provides more conservative and nuanced results (0.525 compared to 0.305 in the current state assessment) while still aligning with design requirements. For the Freycinet network, the supportive checking demonstrates a comparable or stronger agreement, with an Accuracy of 77.3 % and Specificity of 81.8 % (compared to 68.2 % and 57.1 % for the Lower Seine), indicating an opportunity for cross-validation due to other case studies. The study demonstrates how the fuzzy model's total score can be directly translated into the required fairway width by interpreting the S&E categories (A, B, C), thereby linking safety evaluation with practical design recommendations. The main contribution of this work lies in systematically integrating HCDA principles into inland waterway planning, ensuring that human factors are explicitly represented. The findings confirm that fuzzy logic significantly enhances the PIANC methodology, supporting safer, more resilient, and human-centered waterway design. Future research will expand the approach to additional case studies across different European rivers, and investigate adaptive calibration of membership functions to account for varying traffic densities and environmental conditions.
世界水运基础设施协会(PIANC)最近制定了通过安全与航行便利(S&;E)方法设计内河航道尺寸的指导方针。该方法基于确定性估计的11个因素确定安全航道宽度。然后应用所得的S&;E分数来定义水道的安全宽度。然而,语义分析表明,近40%的这些参数本质上是模糊的,无法使用确定性公式明确估计,这限制了PIANC方法的可靠性。为了解决这一限制,本研究引入了一个根据以人为本的设计方法(HCDA)开发的模糊逻辑模型。该模型侧重于七个具有不确定性因素的关键负担,如船员凝聚力、当地水道知识和船舶交通相互作用,从而捕捉到航行安全的人类和环境维度。应用了一个具有三角形和梯形隶属函数的Mamdani模糊推理系统,并通过涉及欧洲经验丰富的内河船船长的专家启发会议对参数值进行了改进。两个法国内陆航运案例研究(下塞纳河和Freycinet网络)被用来验证所提出的方法。对塞纳河下游的一个案例研究表明,与二元PIANC框架不同,所提出的模糊模型提供了更保守和细致的结果(0.525,而当前状态评估为0.305),同时仍然符合设计要求。对于Freycinet网络,支持性检查显示出相当或更强的一致性,准确率为77.3%,特异性为81.8%(相比之下,Lower Seine为68.2%和57.1%),表明由于其他案例研究,有机会进行交叉验证。该研究展示了模糊模型的总分如何通过解释S&;E类别(A, B, C)直接转化为所需的球道宽度,从而将安全评估与实际设计建议联系起来。这项工作的主要贡献在于系统地将HCDA原则纳入内河航道规划,确保人为因素得到明确体现。研究结果证实,模糊逻辑显著增强了PIANC方法,支持更安全、更有弹性和以人为本的水道设计。未来的研究将扩展方法到欧洲不同河流的其他案例研究,并研究成员函数的自适应校准,以考虑不同的交通密度和环境条件。
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引用次数: 0
Rheological properties and scour resistance of solidified slurry for offshore wind monopile protection 海上风电单桩保护用固化浆料流变特性及抗冲刷性能
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124490
Yu Wu , Yuanshu Jiao , Shaolong Duan , Song Dai , Qingsong Zhang
This study systematically investigates the rheological and scour resistance characteristics of sludge based solidified slurry for offshore wind turbine foundation protection. Employing systematic rotational viscometry and a novel flume testing approach, this research established relationships between slurry composition, rheological properties and critical scour resistance velocity (Vs). The findings reveal that HPMC content exerts the most significant influence on early-stage scour resistance performance. Optimal enhancement performance was observed at 0.3 % HPMC, beyond which further improvements in yield stress did not translate into proportional gains in Vs. Sodium silicate effectively accelerated early hydration and enhanced short-term resistance, though its contribution diminished at longer curing times. Although a low water-to-solid ratio markedly improved yield stress, it only marginally increased Vs. To capture these interactions, a dimensionless Scour Resistance Coefficient (SRC) was proposed, revealing nonlinear correlations between rheology and scour resistance. The findings provide a practical formulation framework for balancing workability and durability, thereby advancing the sustainable application of solidified slurry in offshore wind monopile scour protection.
本研究系统地研究了海上风力发电机组基础防护用污泥基固化浆料的流变特性和抗冲刷特性。本研究采用系统的旋转粘度测定法和一种新颖的水槽测试方法,建立了浆料组成、流变特性和临界抗冲刷速度(Vs)之间的关系。结果表明,HPMC含量对早期抗冲刷性能的影响最为显著。当HPMC浓度为0.3%时,增强效果最佳,超过该浓度后,屈服应力的进一步改善并没有转化为与水玻璃相比的成比例的提高,而水玻璃有效地加速了早期水化和增强了短期抗性,尽管其作用在较长的固化时间内会减弱。尽管低水固比显著改善了屈服应力,但仅轻微增加了屈服应力。为了捕捉这些相互作用,提出了无量纲抗冲刷系数(SRC),揭示了流变学和抗冲刷能力之间的非线性相关性。研究结果为平衡工作性和耐久性提供了一个实用的配方框架,从而促进了固化浆在海上风电单桩冲刷保护中的可持续应用。
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引用次数: 0
Regional frequency analysis of extreme ocean waves along the Indian coastline in a changing climate 气候变化下印度海岸线极端海浪的区域频率分析
IF 5.5 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2026-02-06 DOI: 10.1016/j.oceaneng.2026.124413
Lincy Jancy, K.G. Vijay, Poguluri Sunny Kumar, G. Muraleedharan, K. Murali
The significant wave height data for 20 coastal sites in India, extracted from the ERA5 database, undergo regional frequency analysis across pre-monsoon, monsoon, and post-monsoon seasons. This analysis utilises two datasets spanning 20-year intervals (1941–1960 and 2001–2020) to evaluate climate change effects on ocean wave climate. The L-kurtosis vs L-skewness and L-CV vs. L-skewness plots are scattered within and across the data sets for each month, albeit the centroids remain stationary. Sites with similar wave height statistics, as indicated by their L-moment ratios, form homogeneous regions identified through heterogeneity criteria. The algorithm grouped adjacent sites into different homogenous regions, suggesting that geospatial adjacency is not a primary driver for the formation of homogenous areas. Regional frequency distributions are selected by Z-test statistic criteria at a 90 % significance level, with parameters estimated by L-moments. Generalised Pareto distribution is the regional frequency distribution in 73 % of the sub-regions. Outlier analysis is conducted for May, October, and December due to unusually high L-moment ratios. Monthly L-moment ratios and estimated wave height statistics show substantial differences across the two distinct datasets for the monsoon season. However, considerable disparities exist between datasets in sub-region dimensions and extreme significant wave heights of specified return periods.
从ERA5数据库中提取的印度20个沿海站点的重要波高数据进行了季风前、季风和季风后季节的区域频率分析。本分析利用两个跨越20年的数据集(1941-1960年和2001-2020年)来评估气候变化对海浪气候的影响。尽管质心保持平稳,但每个月的l -峰度与l -偏度和L-CV与l -偏度图在数据集中和数据集中是分散的。具有相似波高统计数据的站点,如其l矩比所示,形成了通过非均质性标准确定的均匀区域。该算法将相邻站点划分为不同的同质区域,表明地理空间邻接不是同质区域形成的主要驱动因素。区域频率分布采用90%显著性水平下的z检验统计标准选择,参数由l矩估计。广义帕累托分布是73%的子区域的区域频率分布。由于异常高的l矩比,对5月、10月和12月进行了异常值分析。月l矩比和估计波高统计数据显示两个不同的数据集在季风季节有很大差异。然而,各数据集在特定回归期的子区域尺度和极端显著波高上存在较大差异。
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Ocean Engineering
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