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Mathematical simulation of hot metal desulfurization during KR process coupled with an unreacted core model 被引量:12
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作者 Yanyu Zhao Wei Chen +1 位作者 Shusen Cheng Lifeng Zhang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2022年第4期758-766,共9页
A three-dimensional mathematical model was established to predict the multiphase flow,motion and dispersion of desulfurizer particles,and desulfurization of hot metal during the Kanbara reactor(KR)process.The turbulen... A three-dimensional mathematical model was established to predict the multiphase flow,motion and dispersion of desulfurizer particles,and desulfurization of hot metal during the Kanbara reactor(KR)process.The turbulent kinetic energy-turbulent dissipation rate(k-ε)turbulence model,volume-of-fluid multiphase model,discrete-phase model,and unreacted core model for the reaction between the hot metal and particles were coupled.The measured sulfur content of the hot metal with time during the actual KR process was employed to validate the current mathematical model.The distance from the lowest point of the liquid level to the bottom of the ladle decreased from 3170 to2191 mm when the rotation speed increased from 30 to 110 r/min,which had a great effect on the dispersion of desulfurizer particles.The critical rotation speed for the vortex to reach the upper edge of the stirring impeller was 70 r/min when the immersion depth was 1500 mm.The desulfurization rate increased with the increase in the impeller rotation speed,whereas the influence of the immersion depth was relatively small.Formulas for different rotation parameters on the desulfurization rate constant and turbulent energy dissipation rate were proposed to evaluate the variation in sulfur content over time. 展开更多
关键词 DESULFURIZATION unreacted core model desulfurizer dispersion KR process fluid flow
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The Selection and Breeding of a Novel Microorganism Strain I and Investigation of Core Model Experiment for MEOR 被引量:4
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作者 ZhangZhongzhi WeiXiaofang LuoYijing LiQingzhong LeiGuanglun 《Petroleum Science》 SCIE CAS CSCD 2005年第2期95-102,共8页
This paper introduces the results of selecting and breeding a micro-organism, Strain I, and its core model experiment investigation for microbial enhanced oil recovery (MEOR). Strain I was separated from the formation... This paper introduces the results of selecting and breeding a micro-organism, Strain I, and its core model experiment investigation for microbial enhanced oil recovery (MEOR). Strain I was separated from the formation water of the Dagang oil field, with analytical results showing that Strain I is a gram-positive bacillus. A further study revealed that this strain has an excellent tolerance of environmental stresses: It can survive in conditions of 70℃, 30 wt% salinity and pH3.5-9.4. Strain I can metabolize biosurfactants that could increase the oil recovery ratio, use crude oil as the single carbon source, and decompose long-chain paraffin with a large molecular weight into short-chain paraffin with a small molecular weight. The core model experiment shows that Strain I enhances oil recovery well. Using 2 vol% of the fermentation solution of Strain I to displace the crude oil in the synthetic plastic bonding core could increase the recovery ratio by 21.6%. 展开更多
关键词 BIOSURFACTANT THERMOTOLERANCE salinity tolerance core model flooding experiment microbial enhanced oil recovery.
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Mathematical Model for Growth of Inclusion in Deoxidization on the Basis of Unreacted Core Model
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作者 WU Su zhou ZHANG Jiong-ming 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2008年第6期24-28,共5页
Controlling inclusion composition, from the point of view of thermodynamics, only explains the probability and limit of reaction. However, kinetics makes the nucleation and the velocity of growth of inclusions clear, ... Controlling inclusion composition, from the point of view of thermodynamics, only explains the probability and limit of reaction. However, kinetics makes the nucleation and the velocity of growth of inclusions clear, and these kinetic factors are very important to the quality of slab. The basic kinetic theory of unreacted core model was used to build the mathematical model for the growth of inclusions and the concerned software was developed through Visual Basic 6.0. The time that different radius inclusions attain saturation was calculated to determine the controlling step of reaction between steel and inclusions. The time for the growth of inclusion obtained from the model was in good agreement with the data measured by Japanese Okuyama G, which indicated that the model is reasonable. 展开更多
关键词 INCLUSION finite difference method kinetic theory unreacted core model
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APPLICATION OF THE SHRINKING CORE MODEL TO THE KINETICS OF ZINC OXIDE DESULFURIZATION 被引量:3
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作者 李彦旭 张栓兵 +1 位作者 郭汉贤 钟炳 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1997年第4期14-21,共8页
The kinetics of H<sub>2</sub>S removal by zinc oxide desulfurizer was studied through thermogravimetricanalysis.The experimental results show that desulfurization rate was controlled,at high temperatureand... The kinetics of H<sub>2</sub>S removal by zinc oxide desulfurizer was studied through thermogravimetricanalysis.The experimental results show that desulfurization rate was controlled,at high temperatureand low conversion,by the chemical reaction rate,and at low temperature and high conversion by thegrain diffusion rate.The reaction is first order with respect to H<sub>2</sub>S concentration in the differentcontrolled stages.The kinetic behavior can be modeled through the employment of the shrinking coremodel.The values of the model parameters were determined.The variation tendencies with temperatureand concentration of H<sub>2</sub>S at the controlled stages were discussed. 展开更多
关键词 hydrogen SULFIDE DESULFURIZATION KINETICS SHRINKING core model
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The Physics of Rotational Flattening and the Point Core Model
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作者 Hanno Essén 《International Journal of Geosciences》 2014年第6期555-570,共16页
The effect of rotation on the shape (figure) and gravitational quadrupole of astronomical bodies is calculated by using an approximate point core model: A point mass at the center of an ellipsoidal homogeneous fluid. ... The effect of rotation on the shape (figure) and gravitational quadrupole of astronomical bodies is calculated by using an approximate point core model: A point mass at the center of an ellipsoidal homogeneous fluid. Maclaurin’s analytical result for homogenous bodies generalizes to this model and leads to very accurate analytical results connecting the three observables: oblateness (ò), gravitational quadrupole (J2), and angular velocity parameter (q). The analytical results are compared to observational data for the planets and a good agreement is found. Oscillations near equilibrium are studied within the model. 展开更多
关键词 Rotation Angular Velocity OBLATENESS FLATTENING Figure of Celestial Body GRAVITATIONAL QUADRUPOLE POINT core model Moment of INERTIA
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Calculation and experimental verification of equivalent distributed circuit model based on refined iron core modelling
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作者 Yunpeng Liu Guanyu Chen +4 位作者 Fuseng Xu Tao Zhao Hongliang Liu Lu Sun Jiayi Guo 《High Voltage》 2025年第4期1020-1031,共12页
This research introduces an equivalent circuitmodel and a computational method to address complex mechanical motion issues through electromechanical analogies.The study initially refines core vibration characteristics... This research introduces an equivalent circuitmodel and a computational method to address complex mechanical motion issues through electromechanical analogies.The study initially refines core vibration characteristics using single-and multi-degree-of-freedom models,subsequently establishing equivalent circuit models for these various degrees of freedom.However,employing high degree-of-freedom models for detailed modelling of the core proves overly cumbersome.The research advocates for a distributed equivalent circuit model to more accurately represent the core's layered structure,thus facilitating enhanced core modelling.Moreover,the study formulates a mechanical wave transmission equation pertinent to the vibration of the iron core,which constitutes the foundation of the distributed mechanical vibration model.This model comprehensively assesses the impact of three critical factors on core vibration:the non-linearity of winding resistance,the elec-tromechanical coupling coefficient,and the dynamic stiffness of the core.A case study elucidates the distinct influences of each factor on vibration characteristics.Furthermore,this study derives vibration calculations from a 60-day overload ageing test conducted on a 10 kV transformer under 135℃overloadconditions.The methodology involves integrating measured compression force values and the calculated dynamic stiffness of the core into an equivalent circuit model.Subsequent analysis compares the results from the equivalent circuit model with experimental measurements.These comparisons indicate an agreement between the calculated and measured values in the time-frequency domain,thereby con-firming the accuracy of the equivalent circuit model calculations. 展开更多
关键词 iron core modeling equivalent circuit models electromechanical analogiesthe mechanical wave transmission equation distributed circuit model computational method distributed equivalent equivalent circuit model
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Establishment and verification of a shrinking core model for dilute acid hydrolysis of lignocellulose
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作者 Cunwen WANG Xiaoling DUAN +2 位作者 Weiguo WANG Zihao LI Yuanhang QIN 《Frontiers in Energy》 CSCD 2012年第4期413-419,共7页
The kinetics oflignocellulose hydrolysis under the conditions of high temperature and dilute acid (mass fraction 0.05%) was investigated in this paper. By studying the reducing sugar concentration versus reaction te... The kinetics oflignocellulose hydrolysis under the conditions of high temperature and dilute acid (mass fraction 0.05%) was investigated in this paper. By studying the reducing sugar concentration versus reaction tempera ture (170℃-220℃) and reaction time (150-1800 s) during the hydrolysis process of five kinds of crop straw (rice, wheat, cotton, rape and corn), the shrinking core model was established, and the differential equation of the model and its analytical solution were obtained. With a numerical calculation method, the kinetic equation was estimated, and the degradation of reducing sugar obeyed firstorder kinetics was obtained. The calculated results from the equations agreed well with the original experimental data. The calculation by the model showed that the reducing sugar concentration increases as the size of the particles decrease, and the uniform particles increase. 展开更多
关键词 LIGNOCELLULOSE dilute acid hydrolysis shrink-ing core model
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Overall Features of EAST Operation Space by Using Simple Core-SOL-Divertor Model 被引量:1
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作者 R.HIWATARI A.HATAYAMA +2 位作者 朱思铮 T.TAKIZUKA Y.TOMITA 《Plasma Science and Technology》 SCIE EI CAS CSCD 2006年第1期114-117,共4页
A simple Core-SOL-Divertor (C-S-D) model has been developed to investigate qualitatively the overall features of the operational space for the integrated core and edge plasma. To construct the simple C-S-D model, a ... A simple Core-SOL-Divertor (C-S-D) model has been developed to investigate qualitatively the overall features of the operational space for the integrated core and edge plasma. To construct the simple C-S-D model, a simple core plasma model of ITER physics guidelines and a two-point SOL-divertor model are used. The simple C-S-D model is applied to the study of the EAST operational space with lower hybrid current drive experiments under various kinds of trade-off for the basic plasma parameters. Effective methods for extending the operational space are also presented, From this study for the EAST operational space, it is evident that the C-S-D model is a useful tool for understanding qualitatively the overall features of the plasma operational space. 展开更多
关键词 divertor modeling particle balance core-edge interface EAST
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Shell and shrinking core kinetics model of Mg-based hydrogen storage alloys
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作者 于振兴 王尔德 +3 位作者 张文丛 房文斌 孙宏飞 梁吉 《中国有色金属学会会刊:英文版》 CSCD 2005年第S2期178-182,共5页
The kinetics equation of the Mg-based hydrogen storage alloys (Mg-Ni-MO) was established by the shell and shrinking core model. The total coefficients of the kinetics equation of the hydrogen absorption and desorption... The kinetics equation of the Mg-based hydrogen storage alloys (Mg-Ni-MO) was established by the shell and shrinking core model. The total coefficients of the kinetics equation of the hydrogen absorption and desorption process with shell diffusion as the controlling step were determined by semi-empirical and semi-theoretical methods, and the apparent activation energy of the hydrogen absorption process was obtained. The calculation results can well accord with the experimental data, and can well forecast the hydrogen storage capacity and absorption rate at different times. By using the kinetics equation, the effects of temperature and pressure on the hydrogen storage process can also be well understood. The kinetics equation is helpful for the design of the hydrogen storage container. 展开更多
关键词 Mg-based ALLOYS hydrogen storage SHELL and core SHRINKING model KINETICS EQUATION
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Validation of the TASS/SMR-S Code for the Core Heat Transfer Model on the Steady Experimental Conditions
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作者 In Sub Jun Kyoo Hwan Bae Young Jong Chung Won Jae Lee 《Journal of Energy and Power Engineering》 2012年第3期338-345,共8页
The SMART (System-integrated Modular Advanced ReacTor) which is a 330 MWt advanced integral PWR was developed by the KAERI (Korea Atomic Energy Institute) for electricity generation and seawater desalination. To e... The SMART (System-integrated Modular Advanced ReacTor) which is a 330 MWt advanced integral PWR was developed by the KAERI (Korea Atomic Energy Institute) for electricity generation and seawater desalination. To enhance its safety, the various design concepts were adopted such as the most containing of the RCS (reactor coolant system) components and a PRHRS (passive residual heat removal system). To ensure the safety and performance of the SMART, a thermal hydraulic evaluation and safety analysis are performed by the TASS/SMR-S code. It uses a one dimensional node/path modeling and point kinetics for the core power simulation. The code also has specific models reflecting the design features of the SMART such as a helical tube and PRHRS heat transfer models. In this study, the validation of the core heat transfer model in the TASS/SMR-S code on the steady conditions was performed with the Bennett's heated tube tests and THTF (thermal hydraulic test facility) experiment. From the results of the TASS/SMR-S code calculation, the CHF (critical heat flux) point and the fuel rod surface temperature were predicted conservatively compared to the test results. 展开更多
关键词 SMART TASS/SMR-S code core heat transfer model Bennett tube test THTF experiment.
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Poroelastic finite-difference modeling for ultrasonic waves in digital porous cores 被引量:1
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作者 Li-Yun Fu Yan Zhang +2 位作者 Zhenglin Pei Wei Wei Luxin Zhang 《Earthquake Science》 2014年第3期285-299,共15页
Scattering attenuation in short wavelengths has long been interesting to geophysicists. Ultrasonic coda waves, observed as the tail portion of ultrasonic wavetrains in laboratory ultrasonic measurements, are important... Scattering attenuation in short wavelengths has long been interesting to geophysicists. Ultrasonic coda waves, observed as the tail portion of ultrasonic wavetrains in laboratory ultrasonic measurements, are important for such studies where ultrasonic waves interact with smallscale random heterogeneities on a scale of micrometers, but often ignored as noises because of the contamination of boundary reflections from the side ends of a sample core. Numerical simulations with accurate absorbing boundary can provide insight into the effect of boundary reflections on coda waves in laboratory experiments. The simulation of wave propagation in digital and heterogeneous porous cores really challenges numerical techniques by digital image of poroelastic properties, numerical dispersion at high frequency and strong heterogeneity, and accurate absorbing boundary schemes at grazing incidence. To overcome these difficulties, we present a staggered-grid high-order finite-difference (FD) method of Biot's poroelastic equations, with an arbitrary even-order (2L) accuracy to simulate ultrasonic wave propagation in digital porous cores with strong heterogeneity. An unsplit convolutional perfectly matched layer (CPML) absorbing boundary, which improves conventional PML methods at grazing incidence with less memory and better computational efficiency, is employed in the simulation to investigate the influence of boundary reflections on ultra- sonic coda waves. Numerical experiments with saturated poroelastic media demonstrate that the 2L FD scheme with the CPML for ultrasonic wave propagation significantly improves stability conditions at strong heterogeneity and absorbing performance at grazing incidence. The boundary reflections from the artificial boundary surrounding the digital core decay fast with the increase of CPML thick- nesses, almost disappearing at the CPML thickness of 15 grids. Comparisons of the resulting ultrasonic coda Qsc values between the numerical and experimental ultrasonic S waveforms for a cylindrical rock sample demonstrate that the boundary reflection may contribute around one-third of the ultrasonic coda attenuation observed in laboratory experiments. 展开更多
关键词 Digital porous cores Ultrasonic coda Poroelastic finite-difference modeling Unsplitconvolutional PML absorbing boundary
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投入产出框架下数字经济核心产业赋能我国经济和就业增长的测算研究 被引量:5
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作者 张瑜 田开兰 +1 位作者 高翔 杨翠红 《统计研究》 北大核心 2025年第1期45-60,共16页
本文依据国家统计局公布的数字经济核心产业分类标准,构建了反映数字经济核心产业的非竞争型投入产出(DIOT)模型,并编制了2007年、2012年、2017年和2020年我国139部门的DIOT表,进而测算了数字经济核心产业通过产业关联对我国经济和就业... 本文依据国家统计局公布的数字经济核心产业分类标准,构建了反映数字经济核心产业的非竞争型投入产出(DIOT)模型,并编制了2007年、2012年、2017年和2020年我国139部门的DIOT表,进而测算了数字经济核心产业通过产业关联对我国经济和就业增长的贡献。研究结果表明,第一,2007—2020年数字经济核心产业对我国国内生产总值(GDP)和就业的贡献稳步提升,2020年分别达到24.51%和19.31%。第二,数字经济核心产业的发展正在成为经济和就业增长的重要动能。2007—2012年,数字经济核心产业促进经济和就业增长主要源于数字经济核心产业对传统产业的拉动,到2012—2020年则转变为数字经济核心产业的发展和传统产业对数字经济核心产业的拉动。第三,分行业看,数字经济核心产业自身创造的增加值和就业大于其对传统产业增加值和就业的拉动作用,且近年来这一特征表现得更加明显。其中,数字经济核心产业对服务业贡献相对较大,且贡献保持高速增长态势,而对制造业贡献相对较小。第四,数字经济核心产业与传统产业具有紧密的生产关联,传统产业对数字经济核心产业的依赖度不断提升,数字赋能经济发展的作用逐渐增强,在分析数字经济核心产业对经济和就业的贡献时需要考虑其通过产业关联发挥的赋能作用。本文的研究为更加科学准确量化数字经济核心产业对我国经济和就业增长的贡献提供了重要的方法和实证参考。 展开更多
关键词 数字经济核心产业 投入产出模型 增加值 就业 产业关联
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Mathematical modeling for dynamic stability of sandwich beam with variable mechanical properties of core 被引量:3
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作者 M.GRYGOROWICZ E.MAGNUCKA-BLANDZI 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2016年第10期1361-1374,共14页
The paper is devoted to mathematical modelling of static and dynamic stability of a simply supported three-layered beam with a metal foam core. Mechanical properties of the core vary along the vertical direction. The ... The paper is devoted to mathematical modelling of static and dynamic stability of a simply supported three-layered beam with a metal foam core. Mechanical properties of the core vary along the vertical direction. The field of displacements is for- mulated using the classical broken line hypothesis and the proposed nonlinear hypothesis that generalizes the classical one. Using both hypotheses, the strains are determined as well as the stresses of each layer. The kinetic energy, the elastic strain energy, and the work of load are also determined. The system of equations of motion is derived using Hamilton's principle. Finally, the system of three equations is reduced to one equation of motion, in particular, the Mathieu equation. The Bubnov-Galerkin method is used to solve the system of equations of motion, and the Runge-Kutta method is used to solve the second-order differential equation. Numerical calculations are done for the chosen family of beams. The critical loads, unstable regions, angular frequencies of the beam, and the static and dynamic equilibrium paths are calculated analytically and verified numerically. The results of this study are presented in the forms of figures and tables. 展开更多
关键词 mathematical modelling dynamic stability metal foam core with variable mechanical property static and dynamic equilibrium path angular frequency
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井口简易防喷器密封胶芯形变及其密封特性分析 被引量:1
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作者 郑刚 刘新福 +3 位作者 刘广胜 魏韦 邓泽鲲 刘春花 《机床与液压》 北大核心 2025年第1期140-145,共6页
分析油液压力小于15 MPa的井口简易防喷器密封胶芯形变规律及其密封特性,对降低防喷器压力等级、防止井口失控以及尽可能减少井口非可控时间具有重要意义。依据Lindly模型,提出密封胶芯发生大、小变形时的形变改进计算方法。综合考虑油... 分析油液压力小于15 MPa的井口简易防喷器密封胶芯形变规律及其密封特性,对降低防喷器压力等级、防止井口失控以及尽可能减少井口非可控时间具有重要意义。依据Lindly模型,提出密封胶芯发生大、小变形时的形变改进计算方法。综合考虑油液压力变化、受压力与变形关系、不同阶段橡胶压缩量等因素以及壳体和闸板等结构参数,建立密封胶芯形变以及橡胶体主要面应力和抱紧力的数学模型。根据修正的Arruda-Boyce模型,揭示密封胶芯橡胶体本构模型的应力应变关系。结果表明:井口简易防喷器中部密封胶芯橡胶体环状部分的最大应力位于圆弧区域,且该区域内应力分布极不均匀;井口无压力时,中部密封胶芯橡胶体环状部分的Mises应力集中于中间位置,压力为3、10 MPa时,Mises应力集中在上下两个边缘区域,且橡胶体平面部分的中部区域应力随压力增大呈下降趋势;上部密封胶芯上部橡胶体的应力分布呈边缘大中间小的特征,上部密封胶芯较大应力分布区域的面积在闸板总成关闭时明显减小,且集中区域由开启时靠近壳体边缘和2个边角处转变为关闭时的4个边角处,且最大应力由开启状态下的2.95 MPa增加至关闭状态下的3.37 MPa。 展开更多
关键词 简易防喷器 密封胶芯 形变 密封特性 本构模型
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生物反应器关键核心技术识别与国别差距研究 被引量:4
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作者 刘志迎 姚嘉珍 《科学学研究》 北大核心 2025年第4期723-732,786,共11页
生物医药行业已被全球公认为高技术行业。中国生物医药行业方兴未艾,其中作为关键装备的生物反应器在全球究竟处于何等水平,面向未来是否有竞争力是一个值得探究的问题。研究构建关键核心技术两阶段漏斗式筛选模型,一阶段采用社会网络... 生物医药行业已被全球公认为高技术行业。中国生物医药行业方兴未艾,其中作为关键装备的生物反应器在全球究竟处于何等水平,面向未来是否有竞争力是一个值得探究的问题。研究构建关键核心技术两阶段漏斗式筛选模型,一阶段采用社会网络分析法识别生物反应器核心技术领域,二阶段从创新链视角出发构建技术关键程度判断指标体系,从而筛选得到行业内关键核心技术;在关键核心技术筛选结果基础上构建“专利数量-专利质量”技术差距测度模型以研判国别差距。以全球生物反应器行业近十年专利数据为样本进行验证分析,研究发现:生物反应器行业内拥有关键核心技术315项,并主要集中于酶学或微生物学装置(C12M)及水、废水、污水或污泥的处理(C02F)领域;美国在生物反应器领域占据着绝对优势;中国在5个技术领域处于劣势,“被卡脖子”风险较大。因此,中国需要对生物反应器技术进行研发投入和攻关,以驱动该产业可持续发展。 展开更多
关键词 技术创新 关键核心技术 创新链 识别模型 生物反应器
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义务教育数学课程以何立德树人——目标导向的数学“三会”核心素养结构模型构建 被引量:1
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作者 于国海 孙国春 《中国教育学刊》 2025年第5期91-97,共7页
数学“三会”核心素养,是指“会用数学的眼光观察现实世界、会用数学的思维思考现实世界、会用数学的语言表达现实世界”,具体包括正确价值观、必备品格和关键能力三个维度内容。它是义务教育数学课程的导向性目标,也是立德树人根本任... 数学“三会”核心素养,是指“会用数学的眼光观察现实世界、会用数学的思维思考现实世界、会用数学的语言表达现实世界”,具体包括正确价值观、必备品格和关键能力三个维度内容。它是义务教育数学课程的导向性目标,也是立德树人根本任务在数学课程的具体体现。但数学新课标仅对关键能力的构成要素作了具体表达,正确价值观与必备品格的培养要求则散落在数学新课标文本的多个部分。以数学新课标总目标为基本依据,提炼正确价值观与必备品格维度内容的构成要素,构建以正确价值观、必备品格和关键能力构成要素为内核、以“四基”“四能”等基本概念为重要构件、包括从“双基”到“三会”逻辑理路的数学“三会”核心素养结构模型,可为基层教师深度理解“三会”核心素养提供思维支架,也可为其有效落实数学新课标提供方向引导,还可破解义务教育数学课程以何立德树人这一实践难题。 展开更多
关键词 义务教育数学课程 立德树人 “三会”核心素养 结构模型
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基于深度学习的页岩CT裂缝智能提取算法 被引量:1
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作者 王飞 董金峰 +3 位作者 俞军 聂鑫 黄露逸 程茜 《天然气工业》 北大核心 2025年第8期67-76,共10页
缝网压裂效果评价是判断页岩气储层压裂施工成功与否、优化后续开发方案的关键环节,其中对缝网形态的有效提取及定量表征是评价的主要手段,但常用的传统图像分割方法无法满足复杂形态裂缝网络的高精度识别要求。为提高缝网的识别精度,... 缝网压裂效果评价是判断页岩气储层压裂施工成功与否、优化后续开发方案的关键环节,其中对缝网形态的有效提取及定量表征是评价的主要手段,但常用的传统图像分割方法无法满足复杂形态裂缝网络的高精度识别要求。为提高缝网的识别精度,引入深度学习的方法,以分辨率为13.844μm的页岩CT图像作为研究对象,基于PyTorch框架,搭建了深度学习网络模型,基于经典的语义分割网络U-net,结合互惠仿射卷积并添加scSE模块,提出了一种新的语义分割模型MAC-Unet,以轻量化的模型结构实现了对裂缝形态信息的提取,最后结合分形理论,对三维裂缝信息进行了定量表征。研究结果表明:①提出的MAC-Unet网络模型,引入MAConv和scSE模块,在不显著增加计算量的前提下,增强了图像特征的表达能力,在相对较少数据集的前提下,增强了模型的特征学习能力;②与经典深度学习算法U-net++、DeepLab V3+相比,MAC-Unet模型平均交并比更高,裂缝信息提取能力更强,能够较好地反映裂缝的真实形态和粗糙程度;③多重分形的方法能有效表征三维裂缝的复杂程度及空间非均质性等特征。结论认为,MAC-Unet模型提高了页岩CT图像裂缝的提取精度,为三维数字岩心模型的准确构建奠定了基础,该研究成果可为基于压裂后缝网形态的页岩数值模拟、压裂效果评价等工作提供有效技术支撑。 展开更多
关键词 页岩气储层缝网 CT图像 裂缝智能提取 深度学习 多重分形 三维数字岩心 MAC-Unet模型 压裂效果评价
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Absorption mechanism of SO_(3)on various alkaline absorbents in the presence of SO_(2)
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作者 Junxiang Guo Jin Xiong +2 位作者 Yuran Li Jirigele Qinggele Tingyu Zhu 《Journal of Environmental Sciences》 2025年第3期268-277,共10页
Sulfur trioxide(SO_(3))as a condensable particle matter has a significant influence on atmospheric visibility,which easily arouses formation of haze.It is imperative to control the SO_(3)emission from the industrial f... Sulfur trioxide(SO_(3))as a condensable particle matter has a significant influence on atmospheric visibility,which easily arouses formation of haze.It is imperative to control the SO_(3)emission from the industrial flue gas.Three commonly used basic absorbents,including Ca(OH)_(2),MgO and NaHCO_(3)were selected to explore the effects of temperature,SO_(2)concentration on the SO_(3)absorption,and the reaction mechanism of SO_(3)absorption was further illustrated.The suitable reaction temperature for various absorbents were proposed,Ca(OH)_(2)at the high temperatures above 500°C,MgO at the low temperatures below 320°C,and NaHCO_(3)at the temperature range of 320–500°C.The competitive absorption between SO_(2)and SO_(3)was found that the addition of SO_(2)reduced the SO_(3)absorption on Ca(OH)_(2)and NaHCO_(3),while had no effect on MgO.The order of the absorption selectivity of SO_(3)follows MgO,NaHCO_(3)and Ca(OH)_(2)under the given conditions in this work.The absorption process of SO_(3)on NaHCO_(3)follows the shrinking core model,thus the absorption reaction continues until NaHCO_(3)was exhausted with the utilization rate of nearly 100%.The absorption process of SO_(3)on Ca(OH)_(2)and MgO follows the grain model,and the dense product layer hinders the further absorption reaction,resulting in low utilization of about 50%for Ca(OH)_(2)and MgO.The research provides a favorable support for the selection of alkaline absorbent for SO_(3)removal in application. 展开更多
关键词 Alkali absorbent Sulfur trioxide SELECTIVITY Shrinking core model Grain model
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Modeling of Few-Mode Multi-Core Optical Fiber Channel Based on Non-Uniform Mode Field Distribution
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作者 Hang Zhou Bo Liu +6 位作者 Fu Wang Dandan Song Li Li Xiangjun Xin Qinghua Tian Qi Zhang Feng Tian 《China Communications》 SCIE CSCD 2016年第8期184-191,共8页
In this paper, the influencing factors that affect few-mode and multi core optical fiber channel are analyzed in a comprehensive way. The theoretical modeling and computer simulation of the information channel are car... In this paper, the influencing factors that affect few-mode and multi core optical fiber channel are analyzed in a comprehensive way. The theoretical modeling and computer simulation of the information channel are carried out and then the modeling scheme of few-mode multicore optical fiber channel based on non-uniform mode field distribution is put forward. The proposed modeling scheme can not only exponentially increases the system capacity through fewmode multi-core optical fiber channel, but has better transmission performance compared to the channel of the same type to the uniform channel revealing from the simulation results. 展开更多
关键词 few-mode multi-core optical fiber channel non-uniform channel channel modeling
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Insights into the dissolution kinetics of copper-nickel tailings for CO_(2)mineral sequestration
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作者 Zhenghong Yang Haiyun Gu +3 位作者 Sijia Liu Kai Wu Linglin Xu Lijie Guo 《International Journal of Minerals,Metallurgy and Materials》 2025年第9期2119-2130,共12页
Copper-nickel tailings(CNTs),consisting of more than 80wt%magnesium-bearing silicate minerals,show great potential for CO_(2)mineral sequestration.The dissolution kinetics of CNTs in HCl solution was investigated thro... Copper-nickel tailings(CNTs),consisting of more than 80wt%magnesium-bearing silicate minerals,show great potential for CO_(2)mineral sequestration.The dissolution kinetics of CNTs in HCl solution was investigated through a leaching experiment and kinetic modeling,and the effects of reaction time,HCl concentration,solid-to-liquid ratio,and reaction temperature on the leaching rate of mag-nesium were comprehensively studied.Results show that the suitable leaching conditions for magnesium in CNTs are 2 M HCl,a solid-to-liquid ratio of 50 g·L^(−1),and 90℃,at which the maximum leaching rate of magnesium is as high as 83.88%.A modified shrinking core model can well describe the leaching kinetics of magnesium.The dissolution of magnesium was dominated by a combination of chemical reaction and product layer diffusion,with a calculated apparent activation energy of 77.51 kJ·mol^(−1).This study demonstrates the feasibil-ity of using CNTs as a media for CO_(2)mineral sequestration. 展开更多
关键词 copper-nickel tailings dissolution kinetics magnesium leaching shrinking core model CO_(2)mineral sequestration
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