Prediction of Seaward Slope Recession in Berm Breakwaters Using M5' Machine Learning Approach     

Alireza Sadat Hosseini  Mehdi Shafieefar 《海洋工程》2016,(1):19-32

In the design process of berm breakwaters, their front slope recession has an inevitable rule in large number of model tests, and this parameter being studied. This research draws its data from Moghim’s and Shekari’s experiment results. These experiments consist of two different 2D model tests in two wave flumes, in which the berm recession to different sea state and structural parameters have been studied. Irregular waves with a JONSWAP spectrum were used in both test series. A total of 412 test results were used to cover the impact of sea state conditions such as wave height, wave period, storm duration and water depth at the toe of the structure, and structural parameters such as berm elevation from still water level, berm width and stone diameter on berm recession parameters. In this paper, a new set of equations for berm recession is derived using the M5'' model tree as a machine learning approach. A comparison is made between the estimations by the new formula and the formulae recently given by other researchers to show the preference of new M5'' approach.  相似文献   

岸滩侧蚀崩塌速率的试验量测方法          下载免费PDF全文

假冬冬  陈诚  牛晨曦  张幸农 《水科学进展》2018,29(4):537-542

岸滩侧蚀崩塌现象普遍存在于冲积河流演变过程中,是河道治理需重点关注的问题之一,岸滩侧蚀崩塌速率的准确量测则是崩岸机理及其治理措施研究的关键基础。基于图像处理技术,建立了河岸侧蚀崩塌速率试验量测系统,通过图像追踪河岸模型上边缘示踪网格位置变迁,提出了一种河岸侧蚀崩塌速率测量方法。以试验水槽为例,对河岸侧蚀崩塌速率进行了量测,并与经验公式计算值进行了比对,两者基本吻合,可较好地反映流速、土体级配等岸滩侧蚀崩塌速率的影响因素及其变化规律。研究成果可为江河崩岸机理的深入研究提供技术支撑。  相似文献   

斥水性土壤水分入渗试验和模型          下载免费PDF全文

任长江  赵勇  王建华  龚家国  田济扬 《水科学进展》2018,29(6):839-847

为研究斥水性土壤水分入渗规律,并探寻适用于斥水性土壤水分入渗的数学模型,以妫水河流域亲水性和斥水性土壤为研究对象,开展室内一维垂直土柱入渗试验;分别采用Kostiakov分段函数、Fourier级数、一阶Gaussian函数以及Gaussian分段函数对斥水性土壤入渗率进行拟合。试验结果表明:亲水性土壤入渗率随时间呈单调减小变化趋势,斥水性土壤入渗一段时间后累积入渗量会出现翘尾现象,入渗率为先增大后减小的单峰曲线。模型图形分析表明: Kostiakov分段函数入渗率在拐点处同时存在一个极大值和极小值,Fourier级数存在多个波峰,一阶Gaussian函数不能反映入渗率在拐点后大于拐点前的试验现象,因而均难以真实反映斥水性水分入渗过程。忽略水分开始快速入渗过程,Gaussian分段函数模型不仅能够反映入渗率在拐点前的单调增以及拐点后的单调减过程,同时也能够体现入渗率在拐点后大于拐点前的试验现象。  相似文献   

山东省优质地下水资源评价研究     

贾德旺  冯亚伟  卜华 《地下水》2018,(6):12-16,185

地下水是水资源的重要组成部分,山东省作为我国的北方大省,近年来随着人口的增长和经济发展,地下水环境问题日渐突出,表现为水质型缺水和水源型缺水两方面。本文以山东省地下水为研究对象,对全省富水地段及已建水源地逐一进行水质评价及开采潜力评价研究,结果显示:山东省优质水占49.53%,主要分布在鲁中南山区和鲁东低山丘陵区,新圈定的优质地下水富水地段及有开采潜力水源地共计88处,优质地下水允许开采量184.095×10~4m^3/d,可满足一千余万居民生活用水需求。应急情况下富水地段(水源地)允许开采量为434.299×10~4m^3/d,应急开采潜力为279.295×10~4m^3/d,可解决两千余万人生活用水困难。  相似文献   

干旱地区水循环过程中的地下水化学特征研究——以蒙古国前巴音钼矿水源地为例     

杨闪 《地下水》2018,(6):40-42

地下水的水化学类型在径流过程中会不断变化,并在径流与赋存的不同状态下体现出不同特征,体现出不同的地下水运移规律。本文以蒙古国前巴音钼矿水源地为例,选取水源地范围内的19个钻孔水样进行分析,取得了主要阴阳离子、TDS和水化学类型等数据。通过对地下水化学的空间分布特征、TDS值的变化和主要阴阳离子的演化规律进行研究发现:研究区水源地地下水补给来源为大气降水,沟谷东部地区的水循环强度高于西南部地区,外围地区最弱,地下水的水平径流较弱小于垂向;受水循环强度影响沟谷东部形成地矿化度的HCO_3型水,西南部形成HCO_3·Cl·SO_4、HCO_3·SO_4·Cl、HCO_3·SO_4型水,沟谷外围地区形成SO_4·HCO_3·Cl、Cl·SO_4·HCO_3、SO_4·HCO_3、Cl·SO_4型水,干旱地区水循环强度和补径排条件的差异会形成不同的水化学类。  相似文献   

The effects of visual realism,spatial abilities,and competition on performance in map-based route learning in men     

Arzu Çöltekin  Rebecca Francelet  Kai-Florian Richter  John Thoresen  Sara Irina Fabrikant 《制图学和地理信息科学》2018,45(4):339-353

We report on how visual realism might influence map-based route learning performance in a controlled laboratory experiment with 104 male participants in a competitive context. Using animations of a dot moving through routes of interest, we find that participants recall the routes more accurately with abstract road maps than with more realistic satellite maps. We also find that, irrespective of visual realism, participants with higher spatial abilities (high-spatial participants) are more accurate in memorizing map-based routes than participants with lower spatial abilities (low-spatial participants). On the other hand, added visual realism limits high-spatial participants in their route recall speed, while it seems not to influence the recall speed of low-spatial participants. Competition affects participants’ overall confidence positively, but does not affect their route recall performance neither in terms of accuracy nor speed. With this study, we provide further empirical evidence demonstrating that it is important to choose the appropriate map type considering task characteristics and spatial abilities. While satellite maps might be perceived as more fun to use, or visually more attractive than road maps, they also require more cognitive resources for many map-based tasks, which is true even for high-spatial users.  相似文献   

高温硬岩空气潜孔锤钻头设计          下载免费PDF全文

罗宏保  李俊萍  吴金生 《探矿工程》2021,48(4):60-65

干热岩试验性开发井钻井施工,在高温硬岩的地层条件下,如何实现高效钻进仍存在很多技术难点。空气潜孔锤钻进技术是解决硬岩地层钻进的有效方法之一,潜孔锤钻头是空气潜孔锤钻进的关键器具。根据青海共和干热岩GH-01井空气潜孔锤钻进技术应用情况,分析探讨了空气潜孔锤钻头断齿、掉齿、磨损严重、使用寿命短等问题,从钻头结构设计、钻头材料选取、钻头冷压固齿工艺等几个方面对空气潜孔锤钻头进行了优化。固齿优化过程中采用有限元分析方法,对钻头冷压固齿过盈量进行仿真分析计算,根据分析计算结果确定最优固齿过盈量。通过对潜孔锤钻头结构、材料、加工等优化,为适用于高温硬岩的空气潜孔锤钻头研制提供了借鉴。为提高空气潜孔锤钻进综合效率,为干热岩钻探开发提供了技术支持和技术储备。  相似文献   

同轴双向回转钻进破岩效率研究          下载免费PDF全文

曹彦伟  李谦 《探矿工程》2021,48(S1):70-78

国内外相关研究均显示同轴双向回转可有效降低钻具振动和提高破岩效率,但双向回转相对传统单向回转的钻进效率的提升水平研究较少。据此,本文建立双向回转钻头以及单向回转钻头与岩石相互作用的有限元模型,以破岩比功作为评价指标量化比较分析了2种钻头的破岩效率。通过定义双向钻头内外壁尺寸差、内外钻头的间隙、内钻头壁厚与双向钻头内外壁尺寸差之比、内外钻头转速比和内外钻头底部高度差5种核心参数,并设计正交试验完成了仿真分析。结果显示,内外钻头高度差与内外钻头间隙对于破岩比功影响比较小,内外钻头尺寸差、内外钻头转速比和内钻头壁厚与双向钻头内外尺寸差之比对破岩比功影响显著。  相似文献   

Surface Geophysical Methods used to Verify the Karst Geological Structure in the Built-up Area: A Case Study of Specific Engineering-Geological Conditions     

Rene PUTISKA  Marian MARSCHALKO  Isik YILMAZ  Dominik NIEMIEC  CHENG Xianfeng  Ivan DOSTAL  Jan KUBAC 《《地质学报》英文版》2021,95(5):1763-1770

This article presents a research study of complex limestone karst engineering-geological conditions in the municipality Valaská near Banská Bystrica in Slovakia. The aim of the study is to demonstrate the impossibility of spatial identification of cave spaces using surface geophysical methods due to the specific engineering-geological conditions of a thick surface layer of anthropogenic fill containing highly heterogeneous anthropogenic material. Its maximum thickness is 3 m. Another specificific condition of the study area is its location in the built-up area, due to which the applicability of geophysical methods was limited. The article contains methodological recommendations to be used in analogous geological conditions with karst structures topped with anthropogenic fill, which complicates the identification of cave spaces. The recommended solution herein is the identification of the cave system using underground mapping of the karst and its projection onto the surface for which surface geophysical methods have been combined.  相似文献   

双向压缩条件下非均匀断层标本变形过程中的声发射活动特征   总被引：2，自引：0，他引：2       下载免费PDF全文

蒋海昆  马胜利  周焕鹏  侯海峰  戴磊  郑建常 《地震学报》2006,28(3):295-304

在双向压缩条件下,研究了一种非均匀断层模型标本在变形过程中的声发射(AE)时空特征.结果表明,随侧向应力sigma;2的增大,断层破裂强度提高,自加载至破坏的时间延长,破坏形式由突发失稳逐渐转变为渐进式破坏.预制断层及其非均匀性对标本变形过程中AE空间分布图象起明显的控制作用.预制断层,特别是预制断层上的强度不均匀部位及高强度段落,控制着微破裂空间分布的总体格局.破裂局部化均起始于断层上强度不均匀部位,随侧向应力sigma;2的增大,微破裂密集区域从预制断层强度不均匀部位逐渐扩展到整个高强度区段.侧向应力sigma;2的大小对AE时序特征具有显著影响.较低sigma;2条件下,断层表现为突发失稳,失稳发生在微破裂活动ldquo;增强-平静rdquo;的背景之上;而较高sigma;2条件下,断层表现为渐进式破坏,破坏前后AE频次持续增加,AER呈指数增长.sigma;2对b值变化也具有一定影响.当断层破坏表现为突发失稳时,b值在弹性阶段后期至弱化阶段显示出ldquo;前兆rdquo;性降低;而当断层表现为渐进式破坏时,b值变化平稳.   相似文献