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Evaluation of NASA GISS Post-CMIP5 Single Column Model Simulated Clouds and Precipitation Using ARM Southern Great Plains Observations 被引量:3
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作者 Lei ZHANG Xiquan DONG +2 位作者 Aaron KENNEDY Baike XI Zhanqing LI 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2017年第3期306-320,共15页
The planetary boundary layer turbulence and moist convection parameterizations have been modified recently in the NASA Goddard Institute for Space Studies (GISS) Model E2 atmospheric general circulation model (GCM;... The planetary boundary layer turbulence and moist convection parameterizations have been modified recently in the NASA Goddard Institute for Space Studies (GISS) Model E2 atmospheric general circulation model (GCM; post-CMIP5, hereafter P5). In this study, single column model (SCM_P5) simulated cloud fractions (CFs), cloud liquid water paths (LWPs) and precipitation were compared with Atmospheric Radiation Measurement (ARM) Southern Great Plains (SGP) groundbased observations made during the period 2002-08. CMIP5 SCM simulations and GCM outputs over the ARM SGP region were also used in the comparison to identify whether the causes of cloud and precipitation biases resulted from either the physical parameterization or the dynamic scheme. The comparison showed that the CMIP5 SCM has difficulties in simulating the vertical structure and seasonal variation of low-level clouds. The new scheme implemented in the turbulence parameterization led to significantly improved cloud simulations in P5. It was found that the SCM is sensitive to the relaxation time scale. When the relaxation time increased from 3 to 24 h, SCM_P5-simulated CFs and LWPs showed a moderate increase (10%-20%) but precipitation increased significantly (56%), which agreed better with observations despite the less accurate atmospheric state. Annual averages among the GCM and SCM simulations were almost the same, but their respective seasonal variations were out of phase. This suggests that the same physical cloud parameterization can generate similar statistical results over a long time period, but different dynamics drive the differences in seasonal variations. This study can potentially provide guidance for the further development of the GISS model. 展开更多
关键词 single column model model evaluation cloud fraction turbulence parameterization
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Experimental investigation and modeling of flotation column for treatment of oily wastewater 被引量:11
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作者 Ran Jincai Liu Jiongtian +2 位作者 Zhang Chunjuan Wang Dengyue Li Xiaobing 《International Journal of Mining Science and Technology》 SCIE EI 2013年第5期665-668,共4页
A unique cyclonic static microbubble flotation column was developed for oily wastewater separation.The separation effciency was found to be highly dependent on gas holdup and bubble size distribution.By changing the c... A unique cyclonic static microbubble flotation column was developed for oily wastewater separation.The separation effciency was found to be highly dependent on gas holdup and bubble size distribution.By changing the circulation pressure,gas flow rate,frother concentration,the effect of operation parameters on gas holdup and oil removal effciency were attained.A mathematical modeling between the kinetic constant and the gas holdup was established for oily water separation process.The results show that higher gas holdup and smaller microbubble sizes are benefcial to improve oil removal effciency. 展开更多
关键词 Oily wastewater SEPARATION Floatation column modelING
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Tropospheric NO_2 Columns over Northeastern North America: Comparison of CMAQ Model Simulations with GOME Satellite Measurements 被引量:5
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作者 石春娥 张宝宁 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2008年第1期59-71,共13页
We present comparisons of the NO2 regional Chemical Transport Model (CTM) simulations over North-eastern North America during the time period from May to September, 1998 with hourly surface NO2 observations and the ... We present comparisons of the NO2 regional Chemical Transport Model (CTM) simulations over North-eastern North America during the time period from May to September, 1998 with hourly surface NO2 observations and the NO2 columns retrieved from the GOME (Global Ozone Monitoring Experiment) satellite instrument. The model calculations were performed using the Mesoscale Meteorological Model 5 (MM5), Sparse Matrix Operator Kernal Emissions (SMOKE), and Community Multiscale Air Quality (CMAQ) modeling systems, using the emission data from the National Emissions Inventory (NEI) databases of 1996 (U.S.) and 1995 (Canada). The major objectives were to assess the performance of the CMAQ model and the accuracy of the emissions inventories as they affected the simulations of this important short-lived atmospheric species. The modeled (NcMAQ) and measured (NGOME) NO2 column amounts, as well as their temporal variations, agreed reasonably well. The absolute differences (NcMAQ-NGOME) across the domain were between ±3.0×10^15 molecules cm^-2, but they were less than ±1.0×10^15 molecules cm^-2 over the majority (80%) of the domain studied. The overall correlation coefficient between the measurements and the simulations was 0.75. The differences were mainly ascribed to a combination of inaccurate emission data for the CTM and the uncertainties in the GOME retrievals. Of these, the former were the more easily identifiable. 展开更多
关键词 GOME modelS-3/CMAQ NO2 troposphere column content
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A Sensitivity Study of Single Column Model
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作者 董敏 许秦 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1996年第3期313-324,共12页
A single column model (SCM) is constructed by extracting the physical subroutines from the NCAR Community Climate Model version 1 (CCM1).Simulated data are generated by CCM1 and used to validate the SCM and to study t... A single column model (SCM) is constructed by extracting the physical subroutines from the NCAR Community Climate Model version 1 (CCM1).Simulated data are generated by CCM1 and used to validate the SCM and to study the sensitivity of the SCM to errors in its input data.It is found that the SCM temperature predictions are moderately sensitive to errors in the input horizontal temperature flux convergence and moisture flux convergence.Two types of error are concerned in this study,random errors due to insufficient data resolution,and errors due to insufficient data area coverage.While the first type of error can be reduced by filtering and/or increasing the data resolution,it is shown that the second type of error can be reduced by enlarging the data area coverage and using a suitable method to compute the input flux convergence terms. 展开更多
关键词 Single column model Input data errors Sensitivity study
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Model Experiment on Integral Seismic Behavior of Reinforced Concrete Frame with Split Columns
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作者 李忠献 景萌 +1 位作者 郝永昶 康谷贻 《Transactions of Tianjin University》 EI CAS 2005年第6期412-416,共5页
Based on a series of previous studies, an experiment on the integral seismic behavior of a 1/3 scaled model of two-bay and three-story reinforced concrete frame with split columns at lower two stories is performed und... Based on a series of previous studies, an experiment on the integral seismic behavior of a 1/3 scaled model of two-bay and three-story reinforced concrete frame with split columns at lower two stories is performed under cyclic loading. The original columns at lower two stories of the model frame are short columns and they are replaced by the split columns. The hysteresis curves between the horizontal cyclic load and the lateral displacement at the top of the model frame, indicate that under the cyclic loading, the model frame undergoes the process of cracking, yielding, and maximum loading before being destroyed at the ultimate load. They also indicate that the model frame has better ductility, and the ratio of the ultimate displacement to the yielding displacement, reaches 6.0. The yielding process of the model frame shows that for the frame with split columns, plastic hinges are generated at the ends of beams and then the columns begin yielding while the frame still possesses the bearing and deformation capacity. The design idea of directly changing the short column to long one in the reinforced concrete frame may be realized by replacing the short column with the split one. 展开更多
关键词 reinforced concrete frame seismic behavior split column short column model experiment
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Comparative efficiency analysis of different nonlinear modelling strategies to simulate the biaxial response of RC columns 被引量:2
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作者 Hugo Rodrigues Humberto Varum +1 位作者 António Arêde Aníbal Costa 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第4期553-566,共14页
The performance of different nonlinear modelling strategies to simulate the response of RC columns subjected to axial load combined with cyclic biaxial horizontal loading is compared. The models studied are classified... The performance of different nonlinear modelling strategies to simulate the response of RC columns subjected to axial load combined with cyclic biaxial horizontal loading is compared. The models studied are classified into two categories according to the nonlinearity distribution assumed in the elements: lumped-plasticity and distributed inelasticity. For this study, results of tests on 24 columns subjected to cyclic uniaxial and biaxial lateral displacements were numerically reproduced. The analyses show that the global envelope response is satisfactorily represented with the three modelling strategies, but significant differences were found in the strength degradation for higher drift demands and energy dissipation. 展开更多
关键词 RC columns non-linear behaviour biaxial bending fibre modelling
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Modelling and Sizing of a Floor Reinforced by Ballasted Columns Intended to Support a Tank
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作者 Cheikh Diallo Diène Madièye Fall Souka Bidzha Harlin Sylvaire 《Open Journal of Civil Engineering》 2024年第3期405-420,共16页
This work aims to study the modeling and sizing of a floor reinforced by ballasted columns. We are studying the system of reinforcement by ballasted columns because this technique is able to replace deep foundations t... This work aims to study the modeling and sizing of a floor reinforced by ballasted columns. We are studying the system of reinforcement by ballasted columns because this technique is able to replace deep foundations that are technically difficult to realize and their cost is higher. The modelling and dimensioning of foundations on a ballasted column will be an important contribution to the state of the art of this method because it will highlight the mode of transfer of loads, and will expose the induced deformations by also allowing to verification criteria of bearing capacity and allowable settlement according to geometric information of the model. The columns on a substrate located at 9 m have a length of 9 m and a diameter of 40 cm and were obtained by incorporating ballast of granular class 0/31.5 of internal friction angle of 38˚ and a density weight of 21 kN/m3. The choice of this method is based on the geotechnical characteristics of the initial soil. Thus, identification and characterization tests were carried out to estimate the bearing capacity and the settlement giving respectively 125 kPa and 57 cm. These results show the ground does not have sufficient mechanical properties to withstand the loads transmitted by the tank. By adopting the reinforcement of the soil with ballasted columns, numerical calculations show that after applying a load equal to 265.1 KPa, 20 cm vertical settlement and 17 cm horizontal displacement were obtained. This is in the tolerable deformation range for our tank, namely, less than 20 cm. Analytically, in addition to reducing settlement, ballasted columns, Due to their high stiffness, they have effectively contributed to the increase of the permissible soil stress up to 257 kPa. 展开更多
关键词 REINFORCEMENT Ballasted columns Reservoir Geotechnical modeling Plaxis 2D
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Restoring-force model of modified RAC columns with silica fume and hybrid fiber 被引量:3
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作者 YANG Tao WANG She-liang LIU Wei 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第11期2674-2684,共11页
In order to establish a restoring-force model for modified concrete columns with recycled aggregates concrete(RAC), cyclic loading tests were carried out on five concretes with RAC columns and ordinary concrete frame ... In order to establish a restoring-force model for modified concrete columns with recycled aggregates concrete(RAC), cyclic loading tests were carried out on five concretes with RAC columns and ordinary concrete frame columns under the combined influence with different admixtures and admixtures ratios(silica fume and hybrid fiber). The expressions for characteristic nodes of the skeleton curve were given by the analysis and numerical regression of the test results. In addition, the hysteretic rules of the restoring-force model and the expression for unloading stiffness were presented. Finally, we summed up the complete calculation method of the hysteretic restoring force, whose results were in good agreement with experiment. The results demonstrated that the proposed model could simulate and reflect the corresponding hysteretic behaviors, and the calculation method can provide the theoretical basis for the engineering application. 展开更多
关键词 MODIFIED RAC columnS skeleton curve unloading stiffness hysteretic rule restoring-force model
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A new mathematical model for soil-column experiment and parameter identification
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作者 Gongsheng LI De YAO +2 位作者 Fugui YANG Xiaoqin WANG Hongliang LIU 《Chinese Journal Of Geochemistry》 EI CAS 2006年第B08期210-210,共1页
关键词 土壤实验 非线性 数学模型 地下水 浓缩 土壤化学
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Corrected Phenomenological Model for Break Curves in Fixed-bed Columns: Case of Sb(Ⅲ)
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作者 Gerardo Cifuentes Cristian Guerra +1 位作者 Jorge Manriquez Marco Cifuentes 《材料科学与工程(中英文A版)》 2014年第1期10-17,共8页
关键词 突破曲线 锑(Ⅲ) 唯象模型 固定床 离子交换树脂 案例 纠正 初始浓度
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基于DBN-IWOA优化的区间二型TSK模糊逻辑系统在化工过程建模中的应用
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作者 李军 康鹏元 《过程工程学报》 北大核心 2026年第1期99-108,共10页
针对化工过程中存在的强非线性和复杂性问题,本工作提出了一种基于深度信念网络(DBN)与改进鲸鱼优化算法(IWOA)优化的区间二型TSK模糊逻辑系统(DBN-IWOA-IT2 TSK FLS)方法,以提升软测量建模的精度和稳定性。首先,DBN通过深度特征提取能... 针对化工过程中存在的强非线性和复杂性问题,本工作提出了一种基于深度信念网络(DBN)与改进鲸鱼优化算法(IWOA)优化的区间二型TSK模糊逻辑系统(DBN-IWOA-IT2 TSK FLS)方法,以提升软测量建模的精度和稳定性。首先,DBN通过深度特征提取能力对输入数据进行处理,以减少噪声干扰并提取关键信息。随后,结合区间二型TSK模糊逻辑系统(IT2 TSK FLS)的建模优势,采用IWOA算法对前件参数和后件参数进行优化,以进一步增强模型的预测能力。IWOA通过引入早熟收敛检测机制,提高了全局搜索能力,加快了收敛速度,并降低了陷入局部最优的风险。最后,将所提出的方法应用于脱丁烷塔软测量建模,选取了支持向量机(SVM)、长短期记忆网络(LSTM)、门控循环单元网络(GRU),以及分别基于反向传播算法(BP)、粒子群优化算法(PSO)、灰狼优化算法(GWO)、鲸鱼优化算法(WOA)、改进鲸鱼优化算法(IWOA)和DBN-IWOA优化算法的区间二型TSK模糊逻辑系统作为对比模型进行实验评估。结果显示,DBN-IWOA-IT2 TSK FLS在预测准确性、收敛速度均优于现有方法,验证了其有效性和工程应用价值。 展开更多
关键词 软测量建模 脱丁烷塔 区间二型模糊逻辑系统 深度置信网络 早熟收敛检测机制
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肺腺癌一线化疗患者顺铂化疗抵抗的影响因素及其列线图预测模型的构建
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作者 郭运杰 井小会 +1 位作者 宁飘飘 王瑞琳 《实用癌症杂志》 2026年第1期108-113,共6页
目的探究肺腺癌一线化疗患者顺铂化疗抵抗发生的影响因素,并构建列线图风险预测模型。方法选择104例肺腺癌一线化疗患者作为研究对象,统计患者化疗期间顺铂化疗抵抗发生情况;设计基线资料调查表采集患者的临床资料,采用单因素、多因素Lo... 目的探究肺腺癌一线化疗患者顺铂化疗抵抗发生的影响因素,并构建列线图风险预测模型。方法选择104例肺腺癌一线化疗患者作为研究对象,统计患者化疗期间顺铂化疗抵抗发生情况;设计基线资料调查表采集患者的临床资料,采用单因素、多因素Logistic回归分析肺腺癌患者一线化疗过程中顺铂化疗抵抗发生的影响因素,并构建列线图风险预测模型。绘制受试者工作特征(ROC)曲线验证该模型的预测价值,并绘制决策曲线评估该模型的临床获益情况。结果经4个周期的一线化疗后,顺铂化疗抵抗发生率为41.35%(43/104)。单因素分析结果显示,发生组肿瘤直径大于未发生组,CEA、CA125水平高于未发生组,且营养不良、低分化/未分化、未联合靶向治疗、甲状腺转录因子-1(TTF-1)阴性的患者占比均高于未发生组,差异有统计学意义(P<0.05);多因素Logistic回归分析结果显示:肿瘤直径大、低分化/未分化、营养不良、未联合靶向治疗、TTF-1阴性是肺腺癌一线化疗患者顺铂化疗抵抗发生的独立危险因素(OR>1,P<0.05)。构建列线图风险预测模型,验证模型显示C-index=0.843,具有良好区分度;绘制ROC曲线,结果显示,列线图风险预测模型评估肺腺癌一线化疗患者顺铂化疗抵抗发生的AUC为0.843,AUC的95%置信区间为0.769~0.917,P<0.001,敏感度为0.814,特异度为0.754,约登指数为0.568;绘制决策曲线,结果显示,在阈值0.00~0.87范围内具有更高的净收益率,最大净收益率为0.370,提示该模型具有较好的预测价值。结论肿瘤直径大、低分化/未分化、营养不良、未联合靶向治疗、TTF-1阴性是肺腺癌一线化疗患者顺铂化疗抵抗发生的独立危险因素,基于上述因素构建的列线图风险预测模型可较好预测患者顺铂化疗抵抗发生风险。 展开更多
关键词 肺腺癌 一线化疗 顺铂化疗抵抗 影响因素 列线图 预测模型
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降雨条件下瓜尔豆胶改良砂土的一维土柱入渗试验研究
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作者 蒋希雁 郭志报 +1 位作者 张东宁 侯万鑫 《中国农村水利水电》 北大核心 2026年第3期75-81,89,共8页
针对植被护坡初期降雨侵蚀容易造成边坡表层溜塌,生物聚合物瓜尔豆胶凭借其优良的凝胶性,可以降低土体渗透系数,从而抑制水分入渗,减轻降雨对边坡坡面破坏。通过模拟持续降雨条件下的土柱一维垂直入渗模型试验,在土柱不同深度处测量其... 针对植被护坡初期降雨侵蚀容易造成边坡表层溜塌,生物聚合物瓜尔豆胶凭借其优良的凝胶性,可以降低土体渗透系数,从而抑制水分入渗,减轻降雨对边坡坡面破坏。通过模拟持续降雨条件下的土柱一维垂直入渗模型试验,在土柱不同深度处测量其体积含水率与孔隙水压力,探究不同瓜尔豆胶掺量对入渗规律的影响,并利用Philip入渗模型和Horton下渗公式对不同掺量的改良土入渗速率和累计入渗量进行拟合。结果表明:(1)各个工况体积含水率以及孔隙水压力随着深度的增加而降低。(2)与素土相比随着瓜尔豆胶掺量增加,25.5 cm深度处体积含水率与孔隙水压力降低幅度显著,分别为6.5%~20.6%、4.3%~26%。(3)随着瓜尔豆胶掺量增加,入渗速率减缓34.4%~64%、累计入渗量降低1.76%~24.5%。(4)Horton公式对入渗速率和累计入渗量的拟合决定系数(R2)均显著高于Philip公式,且其均方根误差(RMSE)统计指标表现更优,表明降雨条件下瓜尔豆胶改良砂土一维土柱入渗试验中Horton下渗公式描述水分入渗具有更优的适应性。 展开更多
关键词 植被护坡 瓜尔豆胶 土柱试验 Philip入渗模型 Horton下渗公式
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承载立柱在复合垫层装药结构下爆破破坏机理研究
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作者 王仕林 刘涛 +5 位作者 杨涛涛 李洪伟 刘伟 梁昊 张立果 许博 《爆破》 北大核心 2026年第1期11-19,共9页
为实现建筑物定向爆破拆除中最后一排承载立柱的减弱爆破损伤控制,提出运用复合垫层装药结构对最后一排承载立柱支撑结构进行减弱爆破。基于复合垫层作用的力学机制的基础上设计与现场为背景的相似模型试验,结合超动态应变仪、高速摄影... 为实现建筑物定向爆破拆除中最后一排承载立柱的减弱爆破损伤控制,提出运用复合垫层装药结构对最后一排承载立柱支撑结构进行减弱爆破。基于复合垫层作用的力学机制的基础上设计与现场为背景的相似模型试验,结合超动态应变仪、高速摄影、数字图像技术(DIC)等测量手段分析不同装药结构下的承载立柱爆破损伤,探究不同炸药当量下复合垫层装药结构对承载立柱的破坏特征、应变演化规律的影响特性并分析爆破后残余承重柱的极限承载力。结果表明:复合垫层装药结构具有明显的孔底损伤控制效果,反向聚能作用使得承载立柱的损伤主要在孔口所在面上,炮孔底部预保留混凝土保留较好,承重柱在倒塌方向形成缺口的同时保留后部混凝土使承重构件有足够的支撑强度形成转动铰支点,从而使建筑物能够精确按照设定方向倒塌。研究成果可为定向爆破提供一定参考依据,提高爆破安全性的同时提高精确性。 展开更多
关键词 减弱爆破 复合垫层 承载立柱 模型实验
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多孔排柱式防波堤对复合坡度岛礁规则波水动力特性影响的试验研究
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作者 刘叶文雅 屈科 +2 位作者 王超 李玮 郑伟 《热带地理》 北大核心 2026年第2期358-367,共10页
在全球珊瑚岛礁面临生存困境的情况下,针对真实海底地形开展了关于多孔排柱式防波堤对复合坡度岛礁规则波水动力影响的物理试验研究,分析了单排多孔柱式生态友好型防波堤在不同自身结构(壁面开孔率n)、摆放方式(横向布置间距D、沿礁坪... 在全球珊瑚岛礁面临生存困境的情况下,针对真实海底地形开展了关于多孔排柱式防波堤对复合坡度岛礁规则波水动力影响的物理试验研究,分析了单排多孔柱式生态友好型防波堤在不同自身结构(壁面开孔率n)、摆放方式(横向布置间距D、沿礁坪布置位置距礁缘长度l)以及不同波浪要素(如入射波高H、礁坪水深hr、波浪周期T)下对规则波传播过程产生的影响。试验结果表明:多孔排柱式防波堤显著加强了波浪主频波能量耗散,且使波能分布发生变化;不同波浪要素下防波堤的存在对水体的影响程度不同;防波堤沿礁坪布置位置通过调制波能反射区与透射区的时空分布,显著改变规则波水动力特征,横向布置间距通过改变柱体间隙影响透射波和绕射波的分布与间隙内涡旋耗散对水体影响适中,而壁面开孔率通过调节防波堤透流能力改变局部流场,但对整体波能传递影响最有限。 展开更多
关键词 物理模型 复合坡度岛礁 多孔柱式防波堤 规则波 消波特性
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二氧化碳地质封存盖层力学建模及其封闭性研究——以辽河油田CCUS试验区S229块为例
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作者 施玉华 梁飞 +2 位作者 田梅 张雪涛 蒋星达 《石油物探》 北大核心 2026年第1期182-194,共13页
碳捕集、利用与封存(carbon capture,utilization and storage,CCUS)在应对全球气候变化、减少温室气体排放方面具有重要意义。二氧化碳(CO_(2))地质封存是一个动态过程,极易引起地质体应力场改变,诱发盖层岩石力学破坏,造成CO_(2)泄露... 碳捕集、利用与封存(carbon capture,utilization and storage,CCUS)在应对全球气候变化、减少温室气体排放方面具有重要意义。二氧化碳(CO_(2))地质封存是一个动态过程,极易引起地质体应力场改变,诱发盖层岩石力学破坏,造成CO_(2)泄露。因此,盖层封闭性研究是CCUS项目实施中的关键研究内容之一。以辽河油田CCUS试验区S229区块为例,针对二氧化碳地质封存过程中盖层封闭性评价需求,基于地质、测井及岩心实验数据,采用三维地质力学建模技术,结合毛细管压力理论和摩尔-库伦破坏准则,计算盖层最大CO_(2)羽流柱高度,并分析盖层张性破坏压力与剪切破坏压力。提取注入井点位置的破坏压力阈值,实现盖层封闭性定点定量评价,明确研究区块CO_(2)注入井极限压力。分析表明,研究区盖层泥岩毛细管封闭能力较好,所能封闭的最大CO_(2)羽流柱高度为379.08 m;盖层张性破裂压力范围为58.3~62.1 MPa,剪切破裂压力范围为54.8~60.9 MPa;井36-70附近盖层剪切破坏风险最高,极限井底压力为58.09 MPa。研究结果表明,S229区块盖层具备较好的封闭性能,但需严格控制CO_(2)注入压力以避免力学破坏。研究成果为研究区CCUS项目注入参数优化及安全实施提供了指导。 展开更多
关键词 CCUS 地质力学建模 盖层封闭评价 CO_(2)羽流柱高度 破坏压力
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弹塑性算子引导的数据驱动钢材本构模型
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作者 李怀满 杜轲 骆欢 《振动与冲击》 北大核心 2026年第4期265-274,295,共11页
结构抗震分析中,钢材的力学性能对模拟结构在循环荷载下的非线性响应具有决定性影响。经典的钢材本构模型虽能够准确描述材料的弹塑性力学行为,但需要确定的模型参数通常较复杂且需要大量试验进行标定。而基于数据驱动的本构模型能解决... 结构抗震分析中,钢材的力学性能对模拟结构在循环荷载下的非线性响应具有决定性影响。经典的钢材本构模型虽能够准确描述材料的弹塑性力学行为,但需要确定的模型参数通常较复杂且需要大量试验进行标定。而基于数据驱动的本构模型能解决参数标定问题,但这类模型的切线刚度通常难以直接获取,进而无法用于有限元分析。为此,提出了一种弹塑性算子引导的数据驱动比例积分滞回本构模型(data-driven proportional-integral hysteresis constitutive model,DD-PIHC),该模型构造简洁、参数规模较小、能借助弹塑性算子输出切线刚度,可直接嵌入纤维梁柱单元用于框架结构有限元分析。给出了DD-PIHC与纤维梁柱单元结合的状态更新算法。基于多种不同种类的钢筋应力-应变试验数据对模型进行验证,通过与循环神经网络模型以及OpenSees平台中Steel02本构模型的模拟结果进行对比,证明了模型在捕捉材料本构行为方面具有更高的精度与计算效率。在此基础上,将该模型应用于三层钢框架结构的拟静力循环加载分析中,验证了其用于结构非线性分析的有效性,为后续结构抗震性能优化设计提供了可靠的分析工具。 展开更多
关键词 弹塑性算子 数据驱动本构模型 钢框架 纤维梁柱单元 有限元分析
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乳腺癌术后子宫内膜病变的危险因素及风险预测列线图模型构建与验证研究
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作者 贾麒 俞丽娟 祁发玲 《中国妇产科临床杂志》 北大核心 2026年第1期42-45,共4页
目的探讨乳腺癌术后子宫内膜病变的危险因素并构建风险预测模型。方法选取2018年9月至2021年9月临夏回族自治州人民医院乳腺癌术后患者110例临床资料进行回顾性分析,根据乳腺癌术后随访子宫内膜病变发生情况分为未发生病变组(n=35例)和... 目的探讨乳腺癌术后子宫内膜病变的危险因素并构建风险预测模型。方法选取2018年9月至2021年9月临夏回族自治州人民医院乳腺癌术后患者110例临床资料进行回顾性分析,根据乳腺癌术后随访子宫内膜病变发生情况分为未发生病变组(n=35例)和发生病变组(n=75例)。采用二元Logistic回归分析危险因素并建立预测模型。结果二元Logistic回归模型分析显示,绝经、他莫昔芬使用时间(>5年)、宫腔内高回声占位、AUB/PMB、术前E_(2)、术后E_(2)水平均是乳腺癌术后发生子宫内膜病变的独立影响因素(P<0.05)。列线图模型训练集与验证集AUC分别为0.979(95%CI:0.958~1.000)和0.983(95%CI:0.954~1.000),校准曲线显示预测一致性良好,决策曲线证实其临床实用性。模型内验证准确率为93.6%。结论绝经、他莫昔芬使用时间(>5年)、宫腔内高回声占位、AUB/PMB、术前E_(2)、术后E_(2)水平均是乳腺癌术后发生子宫内膜病变的独立危险因素,基于上述因素构建的预测模型预测价值较好。 展开更多
关键词 乳腺癌 他莫昔芬 子宫内膜病变 危险因素 列线图模型 雌二醇
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磷矿柱式浮选中浮选动力学常数与颗粒停留时间的模型研究
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作者 施章杰 黄文彦 +3 位作者 邓伏礼 龙秉文 丁一刚 张逸 《矿冶工程》 北大核心 2026年第1期97-101,共5页
通过测定充填式浮选柱浮选中低品位磷矿过程中不同浮选时间的回收率,分别采用4种经典动力学模型对其进行拟合,结果表明,一级动力学模型更适合描述和预测该浮选过程。测定磷矿浮选过程中颗粒停留时间,并将实验数据与浮选动力学常数表达... 通过测定充填式浮选柱浮选中低品位磷矿过程中不同浮选时间的回收率,分别采用4种经典动力学模型对其进行拟合,结果表明,一级动力学模型更适合描述和预测该浮选过程。测定磷矿浮选过程中颗粒停留时间,并将实验数据与浮选动力学常数表达式进行关联,推导出颗粒平均停留时间与浮选动力学常数的数学模型,求得适宜的颗粒停留时间为201.87 s,对应的浮选动力学常数为0.11481。 展开更多
关键词 浮选 充填式浮选柱 颗粒停留时间 动力学模型 浮选动力学 磷矿 浮选动力学常数
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构建个体化预测支气管哮喘儿童规范治疗停药后复发风险的列线图模型
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作者 李湘云 杨坤良 阳丽琼 《临床肺科杂志》 2026年第1期65-70,共6页
目的探讨支气管哮喘(BA)儿童规范治疗停药后复发的危险因素,并构建个体化预测复发的列线图模型。方法选择2020年6月至2022年9月本院收治的BA患儿,均在规范治疗后停药。对患儿开展1年的随访,了解复发情况并分成复发组和对照组。获取两组... 目的探讨支气管哮喘(BA)儿童规范治疗停药后复发的危险因素,并构建个体化预测复发的列线图模型。方法选择2020年6月至2022年9月本院收治的BA患儿,均在规范治疗后停药。对患儿开展1年的随访,了解复发情况并分成复发组和对照组。获取两组患者资料进行比较,利用多因素分析筛查BA患儿停药后复发的相关因素,并构建预测模型。通过ROC和校准曲线对模型的预测效果(区分度及准确性)予以评估。结果共纳入156例患儿,其中停药后复发91例,复发率为58.33%。复发组合并过敏性鼻炎情况、哮喘程度、治疗方案、ICS疗程、停药前稳定时间及停药时FeNO值和对照组有统计学差异(P<0.05)。Logistic回归筛查出合并过敏性鼻炎(OR=4.288,95%CI:1.801~10.208)、重度或危重度哮喘(OR=6.917,95%CI:2.307~20.736)、ICS疗程<12个月(OR=6.926,95%CI:2.213~21.672)、停药前稳定时间<3个月(OR=4.724,95%CI:1.521~14.669)、停药时FeNO高水平(OR=3.128,95%CI:1.445~6.773)5个预测因子,基于上述因子构建预测停药后复发风险的列线图模型,内部验证显示,ROC曲线下面积(AUC)为0.800(95%CI:0.732~0.868),预测BA患儿停药后复发的概率接近实际概率,拟合优度H-L检验χ^(2)=0.894,P=0.440。结论根据合并过敏性鼻炎情况、哮喘程度、ICS疗程、停药前稳定时间、停药时FeNO值构建的列线图模型可对BA患儿停药后复发风险进行有效预测。 展开更多
关键词 支气管哮喘 儿童 规范化治疗 复发 列线图模型
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