Bivariate Gaussian mixture–based equivalent linearization method for stochastic seismic analysis of nonlinear structures     

Sang‐ri Yi  Ziqi Wang  Junho Song 《地震工程与结构动力学》2018,47(3):678-696

To address challenges in stochastic seismic analysis of nonlinear structures, this paper further develops a recently proposed Gaussian mixture–based equivalent linearization method (GM‐ELM). The GM‐ELM uses a Gaussian mixture distribution model to approximate the probabilistic distribution of a nonlinear system response. Using properties of the Gaussian mixture model, GM‐ELM can decompose the non‐Gaussian response of a nonlinear system into multiple Gaussian responses of linear single–degree of freedom oscillators. With the set of the equivalent linear systems identified by GM‐ELM, response statistics as crossing rate and first‐passage probability can be computed conveniently using theories of linear random vibration analysis. However, the original version of GM‐ELM may lead to an inaccurate estimate because of the heuristic parameters of the linear system introduced to supplement insufficient information. To overcome this limitation and define unique equivalent linear systems, this paper proposes a further developed version of GM‐ELM, which uses a mixture of bivariate Gaussian densities instead of univariate models. Moreover, to facilitate the use of elastic response spectra for estimating the mean peak responses of a nonlinear structure, a new response spectrum combination rule is proposed for GM‐ELM. Two numerical examples of hysteretic structural systems are presented in this paper to illustrate the application of the bivariate GM‐ELM to nonlinear stochastic seismic analysis. The analysis results obtained by the bivariate GM‐ELM are compared with those obtained by the univariate GM‐ELM, the conventional equivalent linearization method, the tail equivalent linearization method, and Monte Carlo simulation. The supporting source code and data are available for download at https://github.com/yisangri/GitHub‐bGM‐ELM‐code.git  相似文献   

断层氢气观测技术实验     

谢恒义  李源  夏修军  孙召华 《地震地磁观测与研究》2018,39(4):176-182

采用ATG-6118H痕量氢在线自动分析仪，在朱夏-商丹断裂带南阳地区布设独山、马山口2个氢气观测台，研究设备取气深度、抽气时间设置长短对观测断层氢气浓度的影响，从而为利用痕量氢设备进行断层氢气观测提供参考依据。实验结果表明：①取气深度越浅，观测到的氢气浓度越高，日变化幅度越大；②集气管内氢气浓度偏低时，抽气时间设置略高于导气管路排空时间，氢气浓度明显变化，否则变化不明显。  相似文献   

冷泉系统甲烷气体渗漏的声学特征及潜在环境效应     

尉建功  吴婷婷  邓希光  于宗泽  王力峰 《海洋学报(英文版)》2020,42(5):133-144

The amount of methane leaked from deep sea cold seeps is enormous and potentially affects the global warming,ocean acidification and global carbon cycle. It is of great significance to study the methane bubble movement and dissolution process in the water column and its output to the atmosphere. Methane bubbles produce strong acoustic impedance in water bodies, and bubble strings released from deep sea cold seeps are called "gas flares"which expressed as flame-like strong backscatter in the water column. We characterized the morphology and movement of methane bubbles released into the water using multibeam water column data at two cold seeps. The result shows that methane at site I reached 920 m water depth without passing through the top of the gas hydrate stability zone(GHSZ, 850 m), while methane bubbles at site II passed through the top of the GHSZ(597 m) and entered the non-GHSZ(above 550 m). By applying two methods on the multibeam data, the bubble rising velocity in the water column at sites I and II were estimated to be 9.6 cm/s and 24 cm/s, respectively. Bubble velocity is positively associated with water depth which is inferred to be resulted from decrease of bubble size during methane ascending in the water. Combined with numerical simulation, we concluded that formation of gas hydrate shells plays an important role in helping methane bubbles entering the upper water bodies, while other factors, including water depth, bubble velocity, initial kinetic energy and bubble size, also influence the bubble residence time in the water and the possibility of methane entering the atmosphere. We estimate that methane gas flux at these two sites is 0.4×10~6–87.6×10~6 mol/a which is extremely small compared to the total amount of methane in the ocean body, however, methane leakage might exert significant impact on the ocean acidification considering the widespread distributed cold seeps. In addition, although methane entering the atmosphere is not observed, further research is still needed to understand its potential impact on increasing methane concentration in the surface seawater and gas-water interface methane exchange rate, which consequently increase the greenhouse effect.  相似文献   

南海北部海域油气勘探保障建设选址适宜性研究     

武二亮  陈浩东  刘裕光  安永宁 《海岸工程》2020,39(4):256-262

为分析南海北部海域油气勘探保障建设选址的适宜性,在广泛研究备选区特征资料的基础上,基于层次分析法(Analytic Hierarchy Process, AHP)原理,以自然环境因素、开发环境因素、基础设施与投资情况以及其他因素作为一级评判准则,建立了包括12项二级评判准则的递进层次结构模型,并以永兴岛、赵述岛和晋卿岛作为3个假定备选区,来验证分析评价模型的有效性和可靠性。AHP评判结果显示,3个备选区的整体优劣指数依次为0.587 1, 0.212 1, 0.200 8;AHP模型的一致性比例CR值为0.020 3。通过分析和筛选影响远海油气勘探保障建设的选址因子,构建基于AHP原理的选址评价模型,可用于分析评价南海北部岛礁油气勘探保障建设选址的适宜性。  相似文献   

郯庐断裂带新沂—泗洪段土壤气Rn体积活度和CO2浓度特征研究     

缪阿丽  张扬  方震  李锋  王维  高力 《地震》2019,39(1):48-57

郯庐断裂带江苏段地区4个剖面进行了土壤气Rn体积活度和CO₂浓度测量结果显示, 自北向南土壤气Rn体积活度均值分别为22.9 kBq/m³、 35.5 kBq/m³、 40.2 kBq/m³、 26.6 kBq/m³; 自北向南土壤气CO₂浓度均值分别为0.669%、 0.400%、 0.503%、 1.109%。 土壤气Rn体积活度和CO₂的浓度在空间分布上具有较好的一致性, 这可能与CO₂是Rn的载气有关。 综合分析土壤气Rn和CO₂测量结果以及水准资料可得, 2017年土壤气Rn高值出现在晓店段可能与区域应力应变调整有关。 本研究不仅为研究区以后的土壤气研究提供了参考, 同时也可为研究区的构造活动研究提供地球化学资料参考。  相似文献   

汤东活动断裂带土壤H2、Rn地球化学特征     

胡宁  马志敏  王明亮  王宇  娄露玲  夏修军  张宝山  王文净  郭德科 《地震》2019,39(2):174-182

为研究汤东断裂带土壤气体地球化学特征及其所反映的构造地球化学背景, 采用野外监测的方法分析了张河村与邢李庄村两条测线的土壤H₂、 Rn分布特征。 结果表明, 张河村H₂浓度、 Rn活度浓度的分布范围分别为0.24×10^-6～174.7×10^-6、 13.3～69.8 kBq·m^-3, 背景值分别为14.26×10^-6, 24.8 kBq·m^-3。 邢李庄测线H₂浓度、 Rn活度浓度的分布范围11.8×10^-6～67.06×10^-6、 43.6～72.6 kBq·m^-3, 背景值分别为37.13×10^-6、 72.6 kBq·m^-3。 张河村测线在90～105 m处, H₂、 Rn出现强烈高值异常, 而120～150 m处出现高值异常。 异常值位于断裂带附近, H₂、 Rn气体测值对断裂位置具有良好的指示作用。 气体异常主要受汤东活动断裂构造控制, 汤东断裂下方的深大断裂和汤阴地堑中下地壳的低速体对深部气体释放有重要作用。  相似文献   

水库温室气体净通量评估模型(G-res Tool)及在长江上游典型水库初步应用     

张斌  李哲  李翀  陈永柏  郭劲松 《湖泊科学》2019,31(5):1479-1488

目前准确量化温室气体排放量已成为气候变化研究和政策制定的关键.在IPCC水库温室气体净通量的概念性框架下，国际水电协会汇总分析了全球223座水库的CO₂和CH₄研究成果，构建了G-res Tool，其可以用于评估已建或待建水库在长时间尺度下的温室气体净通量.本文介绍了G-res Tool模型的基本原理与模型框架，利用模型内置数据库中所涉及的中国长江上游12座典型水库数据进行初步应用分析，12座水库温室气体净通量平均值为88.17 g CO₂e/（m²·a），在全球约7000座水库中所处水平为11.67%，处于低阈值范围.在水库温室气体净通量分析结果中，其他非相关人类活动产生的水库温室气体通量（UAS）在蓄水后总通量（Post）中所占比重远高于蓄水前温室气体通量（Pre）.长江上游水库蓄水后的CH₄和CO₂通量对于温室效应的贡献量相当.通过将G-res Tool模型蓄水后的温室气体通量评估结果和所涉及到的12座水库中已发表的数据对比分析发现，G-res Tool具有简便、适用面广等特点.但G-res Tool毕竟仍为经验性模型，其基本原理和模块设计上的内在缺陷在很大程度上限制了其应用范围并造成了一定的不确定性.对个案水库而言，长期跟踪观测与机理研究仍是未来减少水库温室气体净通量不确定性的关键.  相似文献   

大兴安岭西盆地群域构造与地球物理场综述          下载免费PDF全文

王典  李鹏  刘财  鹿琪  单玄龙  田有  于涵  杨宝俊 《地球物理学报》2019,62(3):1106-1128

中国东北地区大兴安岭西侧盆地群包括漠河盆地、根河盆地、拉布达林盆地、海拉尔盆地和二连盆地等,蕴藏着丰富的中、新生代油气资源.为研究该盆地群域古生代、中新生代构造演化,综合建立盆地群域地球动力学模型,补充东北亚构造演化理论,本文综述该盆地群域受控的区域构造与深部构造背景、盆地群构造特征与性质、主要控盆断裂特征、盆地群油气条件比较以及盆地群域已完成并取得重要结果的地球物理工作.归纳已有主要认识和研究结果:(1)对大兴安岭西侧的盆地群起构造控制作用的构造带包括蒙古—鄂霍茨克洋缝合带、西拉木伦河缝合带、黑河—贺根山缝合带、塔原—喜桂图缝合带、西太平洋板块俯冲带,以及额尔古纳—呼伦断裂和得尔布干断裂.(2)二连盆地、海拉尔盆地和漠河盆地的盆地构造轴向与蒙古—鄂霍茨克洋缝合带走向相关;而且三个盆地内的一级构造单元走向(隆起、坳陷和推覆带)也具有这类特点.(3)几个地学断面的综合地球物理研究表明,大兴安岭西侧盆地群岩石圈地幔厚度自北向南变厚,南部盆地基底与华北地台基底表现类似;盆地群基底电性结构因受到软流圈热物质作用可能在继续演化.(4)在盆地沉积地层方面,漠河盆地的下部是侏罗系陆相煤系地层,上部是白垩系火山岩地层;海拉尔盆地由下侏罗统的铜钵庙组、南屯组,上侏罗统的大磨拐河组和下白垩统的伊敏组共同组成扎赉诺尔群,厚约3000m;二连盆地中生代地层中,中下侏罗统主要为含煤建造,上侏罗统为火山岩建造,下白垩统主要为含油建造和含煤建造,上白垩统为砂砾岩建造.(5)盆地群整体勘探程度较低.基于上述研究结果,需要进一步研究的科学问题包括:由本研究区的地球物理、构造地质、石油地质等多学科的综合研究,解决研究区受控的区域构造应力场所包括的因素及其作用,以及在岩石圈尺度上三维空间的地球物理场表征;深部构造对盆地群域构造的作用;从晚古生代到中新生代研究区构造演化特点及其依据;从北至南约1650km长的盆地群域构造差异与依据;盆地群(域)油气条件与毗邻的松辽盆地在构造成因上的差异.  相似文献   

Evaluation of clayed silt properties on the behavior of hydrate production in South China Sea     

《China Geology》2020,3(3):362-368

Gas hydrate is one kind of potential energy resources that is buried under deep seafloor or frozen areas. The first trial offshore production from the silty reservoir was conducted in the South China Sea by the China Geological Survey (CGS). During this test, there were many unique characteristics different from the sand reservoir, which was believed to be related to the clayed silt physical properties. In this paper, simulation experiments, facilities analysis, and theoretical calculation were used to confirm the hydrate structure, reservoir thermo-physical property, and bond water movement rule. And the behavior of how they affected production efficiency was analyzed. The results showed that: It was reasonable to use the structure I rather than structure II methane hydrate phase equilibrium data to make the production plan; the dissociation heat absorbed by hydrate was large enough to cause hydrate self-protection or reformation depend on the reservoir thermal transfer and gas supply; clayed silt got better thermal conductivity compared to coarse grain, but poor thermal convection especially with hydrate; clayed silt sediment was easy to bond water, but the irreducible water can be exchanged to free water under high production pressure, and the most obvious pressure range of water increment was 1.9–4.9 MPa.  相似文献   

Compartmentalisation and groundwater–surface water interactions in a prospective shale gas basin: Assessment using variance analysis and multivariate statistics on water quality data     

Miles P. Wilson  Fred Worrall  Sarah A. Clancy  Chris J. Ottley  Alwyn Hart  Richard J. Davies 《水文研究》2020,34(15):3271-3294

An environmental concern with hydraulic fracturing for shale gas is the risk of groundwater and surface water contamination. Assessing this risk partly involves the identification and understanding of groundwater–surface water interactions because potentially contaminating fluids could move from one water body to the other along hydraulic pathways. In this study, we use water quality data from a prospective shale gas basin to determine: if surface water sampling could identify groundwater compartmentalisation by low-permeability faults; and if surface waters interact with groundwater in underlying bedrock formations, thereby indicating hydraulic pathways. Variance analysis showed that bedrock geology was a significant factor influencing surface water quality, indicating regional-scale groundwater–surface water interactions despite the presence of an overlying region-wide layer of superficial deposits averaging 30–40 m thickness. We propose that surface waters interact with a weathered bedrock layer through the complex distribution of glaciofluvial sands and gravels. Principal component analysis showed that surface water compositions were constrained within groundwater end-member compositions. Surface water quality data showed no relationship with groundwater compartmentalisation known to be caused by a major basin fault. Therefore, there was no chemical evidence to suggest that deeper groundwater in this particular area of the prospective basin was reaching the surface in response to compartmentalisation. Consequently, in this case compartmentalisation does not appear to increase the risk of fracking-related contaminants reaching surface waters, although this may differ under different hydrogeological scenarios.  相似文献