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Minor Morphological Features in Maria Archeological Ruins Using Thin Section Analysis
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作者 Gehan Albayomi 《Journal of Earth Science and Engineering》 2012年第4期199-204,共6页
Maria sites are important historical sites, backing to the Byzantine period. The sites suffer from weathering noted as honeycomb, exfoliation and discoloration with white salt efflorescence at some parts. These are di... Maria sites are important historical sites, backing to the Byzantine period. The sites suffer from weathering noted as honeycomb, exfoliation and discoloration with white salt efflorescence at some parts. These are diagnostic features for salt weathering as confirmed by the laboratory investigations using thin section analysis. The salt is found to be from three sources, namely, water spray, chemical alteration of the mortar's carbonate content into sulfate salts by acid rain, and wet deposition of air pollutants on the surface of the stones ruins. The cracks noted in the structures of this archeological building are the results of landslides in this area. Knowledge of the archeological sites material examined can be greatly enhanced by understanding the process in their formation of degradation. This paper aims to describe the use of thin sections/micromorphology in the archeological sites. Analysis data of physical sitting, geology, geomorphology, and climate have been done to determine the main nature of hazards in this sites. Dynamic processing problems are existing along Alexandria coast including beach erosion, pollution and manmade. Thin section analysis is used to determine the factor in increasing the hazard level. 展开更多
关键词 GEOMORPHOLOGY GEOLOGY thin section hazards.
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Morphological Development of Sambong (Blumea balsamifera (L.) DC.) Leaf Studied by Frozen Section and Thin Section
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作者 Liwei Liu Xiaolu Chen +1 位作者 Quan Yang Yuxin Pang 《Journal of Biosciences and Medicines》 2016年第4期10-13,共4页
The sambong (Blumea balsamifera (L.) DC.) leaf was investigated by applying frozen section and thin section technology, and observed through optical microscope. The results showed that the sambong leaf was firstly ori... The sambong (Blumea balsamifera (L.) DC.) leaf was investigated by applying frozen section and thin section technology, and observed through optical microscope. The results showed that the sambong leaf was firstly originated nearby the apical bud at the stem tip. The first leaf grows fast, that the mitosis happens frequently and the cytoplasm manufacture rapidly. The cells in the first few leaves have not yet differentiated into the spongy parenchyma and palisade parenchyma. In the mature leaf, the spongy parenchyma and palisade parenchyma were fully developed. The epidermal hairs were firstly developed on the abaxial side of the first leaf. 展开更多
关键词 Sambong Blumea balsamifera Ainaxiang Nalong Morphological Development thin section
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Theory of Flexural Shear, Bending and Torsion for a Thin-Walled Beam of Open Section
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作者 David W. A. Rees Abdelraouf M. Sami Alsheikh 《World Journal of Mechanics》 2024年第3期23-53,共31页
Aspects of the general Vlasov theory are examined separately as applied to a thin-walled channel section cantilever beam under free-end end loading. In particular, the flexural bending and shear that arise under trans... Aspects of the general Vlasov theory are examined separately as applied to a thin-walled channel section cantilever beam under free-end end loading. In particular, the flexural bending and shear that arise under transverse shear and axial torsional loading are each considered theoretically. These analyses involve the location of the shear centre at which transverse shear forces when applied do not produce torsion. This centre, when taken to be coincident with the centre of twist implies an equivalent reciprocal behaviour. That is, an axial torsion applied concentric with the shear centre will twist but not bend the beam. The respective bending and shear stress conversions are derived for each action applied to three aluminium alloy extruded channel sections mounted as cantilevers with a horizontal principal axis of symmetry. Bending and shear are considered more generally for other thin-walled sections when the transverse loading axes at the shear centre are not parallel to the section = s centroidal axes of principal second moments of area. The fixing at one end of the cantilever modifies the St Venant free angular twist and the free warping displacement. It is shown from the Wagner-Kappus torsion theory how the end constrained warping generates an axial stress distribution that varies with the length and across the cross-section for an axial torsion applied to the shear centre. It should be mentioned here for wider applications and validation of the Vlasov theory that attendant papers are to consider in detail bending and torsional loadings applied to other axes through each of the centroid and the web centre. Therein, both bending and twisting arise from transverse shear and axial torsion applied to each position being displaced from the shear centre. Here, the influence of the axis position upon the net axial and shear stress distributions is to be established. That is, the net axial stress from axial torsional loading is identified with the sum of axial stress due to bending and axial stress arising from constrained warping displacements at the fixing. The net shear stress distribution overlays the distributions from axial torsion and that from flexural shear under transverse loading. Both arise when transverse forces are displaced from the shear centre. 展开更多
关键词 thin Wall Theory Cantilever Beam Open Channel section Principal Axes Flexure Transverse Shear TORSION Shear Centre Shear Flow WARPING Fixed-End Constraint
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Effect of frictions on cross section quality of thin-walled tube NC bending 被引量:10
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作者 杨合 谷瑞杰 +1 位作者 詹梅 李恒 《中国有色金属学会会刊:英文版》 EI CSCD 2006年第4期878-886,共9页
The effect of frictions between dies and tube on the cross section quality of thin-walled tube numerical controlled(NC) bending was studied by numerical simulation method, combined with theoretical analysis and experi... The effect of frictions between dies and tube on the cross section quality of thin-walled tube numerical controlled(NC) bending was studied by numerical simulation method, combined with theoretical analysis and experiment. The results show that the frictions between mandrel, wiper, pressure die, bending die and tube have a significant and complicate effect on the section quality of thin-walled tube NC bending. To improve the section quality, frictions between mandrel, wiper and tube should be decreased, but the frictions between the pressure die, bending die and tube increase. The effect on the section distortion is more significant from mandrel, wiper, pressure die to bending die and the effect on the wall thinning more significant from mandrel, pressure die, wiper, to bending die. The effects of frictions between all dies and tube on wall thinning are smaller than their effects on section distortion. Mandrel and wiper should be lubricated well and drawing oil is used to lubricate them in actual production. The frictions between pressure die, bending die and tube should be increased and the dry friction is used between pressure die, bending die and tube in actual production. 展开更多
关键词 薄壁管 摩擦 横截面质量 弯曲挠度
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Inner and outer pressure forming of nickel based super-alloy thin-walled part with variable diameter sections 被引量:3
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作者 王忠金 高铁军 《中国有色金属学会会刊:英文版》 EI CSCD 2008年第2期285-290,共6页
A novel forming method of nickel based super-alloy thin-walled part with variable diameter sections was proposed by using inner and outer pressure with the visco-elasto-plastic pressure-carrying medium at room tempera... A novel forming method of nickel based super-alloy thin-walled part with variable diameter sections was proposed by using inner and outer pressure with the visco-elasto-plastic pressure-carrying medium at room temperature,and the principle of the method was provided.Experiments and FE simulations were carried out to analyze the deformation characteristics for the part with larger variable diameter ratio(35%).The results show that visco-elasto-plastic pressure-carrying medium can meet the requirements of the room-temperature deformation condition for nickel based super-alloy sheet.The inner and outer pressure forming with the visco-elasto-plastic pressure-carrying medium can meet the requirements of dimensional accuracy for the thin-walled part with variable diameter sections.The thinning of wall-thickness is less than 4%.This method provides a new approach for near-net shape forming of nickel based super-alloy thin-walled parts with variable diameter sections. 展开更多
关键词 压力成型技术 合金 直径 变量
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General Stiffness Matrix for a Thin-Walled, Open-Section Beam Structure 被引量:1
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作者 Abdelraouf M. Sami Alsheikh D. W. A. Rees 《World Journal of Mechanics》 2021年第11期205-236,共32页
This paper is to review the theory of thin-walled beam structures of the open cross-section. There is scant information on the performance of structures made from thin-walled beam elements, particularly those of open ... This paper is to review the theory of thin-walled beam structures of the open cross-section. There is scant information on the performance of structures made from thin-walled beam elements, particularly those of open sections, where the behavior is considerably complicated by the coupling of tensile, bending and torsional loading modes. In the combined loading theory of thin-walled structures, it is useful to mention that for a thin-walled beam, the value of direct stress at a point on the cross-section depends on its position, the geometrical properties of the cross-section and the applied loading. This applies whether the thin-walled section is closed or open but this study will be directed primarily at the latter. Theoretical analyses of structures are fairly well established, considered in multi-various applications by many scientists. However, due to the present interest in lightweight structures, it is necessary to specify where the present theory lies. It does not, for example, deal with compression and the consequent failure modes under global and local buckling. Indeed, with the inclusion of strut buckling failure and any other unforeseen collapse modes, the need was perceived for further research into the subject. Presently, a survey of the published works has shown in the following: 1) The assumptions used in deriving the underlying theory of thin-walled beams are not clearly stated or easily understood;2) The transformations of a load system from arbitrary axis to those at the relevant centre of rotation are incomplete. Thus, an incorrect stress distribution may result in;3) Several methods are found in the recent literature for analyzing the behaviour of thin-walled open section beams under combined loading. These reveal the need appears for further study upon their torsion/flexural behaviour when referred to any arbitrary axis, a common case found in practice. This review covers the following areas: 1) Refinement to existing theory to clarify those observations made in 1 - 3 above;2) Derivation of a general elastic stiffness matrix for combined loading;3) Calculation of the stress distribution on the cross-section of a thin-walled beam. A general transformation matrix that accounts for a load system applied at an arbitrary point on the cross-section will be published in a future paper. 展开更多
关键词 thin-Walled Open sections Shear Centre WARPING Bi-Moment Sectorial Area Properties
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Free torsion of thin-walled structural members of open-and closed-sections
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作者 Long-yuan LI D.EASTERBROOK 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2014年第1期25-32,共8页
Free torsion of thin-walled structures of open- and closed-sections is a classical elastic mechanics problem, which, in literature, is often solved by the method of membrane analogy. The method of membrane analogy, ho... Free torsion of thin-walled structures of open- and closed-sections is a classical elastic mechanics problem, which, in literature, is often solved by the method of membrane analogy. The method of membrane analogy, however, can be only applied to structures of a single material. If the structure consists of both open- and closed-sections, the method of membrane analogy is difficult to be applied. In this paper, a new method is presented for solving the free torsion of thin-walled structures of open- and/or closed- sections with multiple materials. By utilizing a simple statically indeterminate concept, torsional equations are derived based on the equilibrium and compatibility conditions. The method presented here not only is very simple and easy to understand but also can be applied to thin-walled structures of combined open- and closed-sections with multiple materials. 展开更多
关键词 TORSION thin-WALLED open-section closed-section shear flow shear stress
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基于MobileViT的岩石薄片图像岩性识别方法研究 被引量:1
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作者 王琼 杨杰 +3 位作者 霍凤财 董宏丽 任伟建 于涛 《地质通报》 CAS CSCD 北大核心 2024年第6期938-946,共9页
岩石薄片图像中包含了大量肉眼无法观察到的地质特征信息,对岩石薄片图像的岩性识别结果为后续的石油勘探和开发奠定了基础。针对岩性识别数据集不均衡、识别模型参数多等问题,提出一种改进的轻量化MobileViT模型,该模型针对涵盖了90%... 岩石薄片图像中包含了大量肉眼无法观察到的地质特征信息,对岩石薄片图像的岩性识别结果为后续的石油勘探和开发奠定了基础。针对岩性识别数据集不均衡、识别模型参数多等问题,提出一种改进的轻量化MobileViT模型,该模型针对涵盖了90%以上常见岩性的岩石薄片图像进行建模分析。首先,为使模型更好地学习到每类岩石薄片图像中所包含的独特特征,对数据集进行数字增加。其次,使用GELU替换MobileViT中MV2模块中常规ReLU6,从而作为该模块的激活函数,有效解决神经元死亡的问题,提升模型的收敛速度。最后,划分训练集和测试集,使用余弦退火算法自动更新学习率,以迁移学习加速训练过程,实现岩石薄片图像中针对岩性的自动识别。实验结果表明,改进后的MobileViT对岩性识别的准确率达82.9%,模型的参数仅为7.66M,通过实例验证该算法具有较好的鲁棒性。 展开更多
关键词 岩石薄片 岩性识别 MobileViT 余弦退火 轻量化
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矿物组分识别与智能解释在不同岩性之间的信息共享与迁移学习 被引量:1
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作者 刘烨 韩雨伯 朱文瑞 《地学前缘》 EI CAS CSCD 北大核心 2024年第4期95-111,共17页
在地球科学领域,岩石微观观测数据的采集过程繁琐且效率低下,这不仅增加了研究成本,降低了可靠性,同时也限制了数据的开源共享。此外,由于岩性的多样性和观测手段的差异,单一数据集的规模通常较小,这对于依赖大规模数据集的深度学习框... 在地球科学领域,岩石微观观测数据的采集过程繁琐且效率低下,这不仅增加了研究成本,降低了可靠性,同时也限制了数据的开源共享。此外,由于岩性的多样性和观测手段的差异,单一数据集的规模通常较小,这对于依赖大规模数据集的深度学习框架而言是一大挑战。为此,本研究探索迁移学习如何促进不同岩性间的信息共享,并通过此机制提高矿物组分识别与智能解释任务的模型性能。通过采集不同区域、岩性、矿物组分和偏光模式下的铸体薄片样本,本文深入研究了深度学习模型在不同观测对象和手段下的迁移学习机制,并聚焦于探索地质信息的深层表征。研究成果不但揭示了迁移学习在促进地质学领域信息共享与模型性能提升中的关键作用,还为自动化和智能化地质认识融合奠定了基础。实验结果显示,通过迁移学习,本文模型在智能解释任务中的准确率显著提高,从53.3%提高至98.73%,而在矿物组分识别任务中,准确率也实现了近10%的提升。这些成果证明了迁移学习在地质学领域内解决实际问题和提高模型泛化能力、性能和稳定性方面的巨大潜力。 展开更多
关键词 迁移学习 薄片矿物组分识别 薄片图像智能解释 地质认识融合
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Deformation Calculation of Cross-section Based on Virtual Force in Thin-walled Tube Bending Process 被引量:5
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作者 LIU Jingyao TANG Chengtong NING Ruxin 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2009年第5期696-701,共6页
Cross-section deformation is one of important factors affecting the quality of tube formation, and the tube's capability of transporting liquid and gas will be reduced because of the cross-section ellipse deformation... Cross-section deformation is one of important factors affecting the quality of tube formation, and the tube's capability of transporting liquid and gas will be reduced because of the cross-section ellipse deformation due to the effect of shear load in plastic bending process. When the tube is bent, the extrados-wall bears the tension stress and the intrados-wall bears the compression stress, synchronously the cross-section is affected by the circumferential stress. According to the above, the distribution function and curve of tangential stress can be obtained according to force balance differential equations on circumferential direction and Trasca rule. Subsequently the real state and virtual state moment equations were established, a new method was presented adopting the virtual principle of deformation system to calculate the x-axis and y-axis displacement of arbitrary point on cross-section. So the major and minor axes of deformed cross-section can be calculated according to the displacements of each point, and the variety value of major and minor axes will be obtained further. Finally the theoretical calculating result is compared with NC tube rotary-bending experiment results to verify the rationality of theoretical analysis, and the cross-section deformation rule of thin-walled tube can be received. 展开更多
关键词 thin-walled tube stress analysis major and minor axes cross-section deformation virtual force
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Effect of mandrel on cross section quality of thin-walled tube numerical controlled bending 被引量:7
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作者 谷瑞杰 杨合 +2 位作者 詹梅 李恒 王光祥 《中国有色金属学会会刊:英文版》 EI CSCD 2005年第6期1264-1274,共11页
The effect of mandrel with the structure of ball and socket on the cross section quality of thin-walled tube numerical controlled(NC) bending was studied by numerical simulation method, combined with theoretical (anal... The effect of mandrel with the structure of ball and socket on the cross section quality of thin-walled tube numerical controlled(NC) bending was studied by numerical simulation method, combined with theoretical (analysis) and experiment. Influencing factors of the mandrel include the count of mandrel heads, the diameter of mandrel and its position. According to the principle of NC tube bending, quality defects possibly produced in thin-walled tube NC bending process were analyzed and two parameters were proposed in order to describe the cross section quality of thin-walled tube NC bending. According to the geometrical dimension of tube and dies, the range of mandrel protrusion was derived. The finite element model of thin-walled tube NC bending was established based on the DYNAFORM platform, and key technological problems were solved. The model was verified by experiment. The effect of the number of mandrel heads, the diameter of mandrel and the protrusion length of mandrel on the cross section quality of thin-walled tube NC bending was revealed and how to choose mandrel parameters was presented. 展开更多
关键词 芯棒 数控弯曲 薄壁管 横截面质量
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基于空间注意力机制的Mask R-CNN致密储层岩石薄片图像鉴定
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作者 李春生 刘涛 +7 位作者 刘宗堡 张可佳 刘芳 刘晓文 田梦晴 白玉磊 尹靖淞 卢羿州 《中国石油大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第4期24-32,共9页
针对陆相致密储层岩石薄片鉴定识别难、制片成本高、时间消耗长和人为主观强等难题,选取鄂尔多斯盆地临兴区块上古生界和松辽盆地三肇凹陷扶余油层为靶区,提出一种基于深度学习的致密油储层岩石薄片人工智能鉴定方法,引入图像预处理技... 针对陆相致密储层岩石薄片鉴定识别难、制片成本高、时间消耗长和人为主观强等难题,选取鄂尔多斯盆地临兴区块上古生界和松辽盆地三肇凹陷扶余油层为靶区,提出一种基于深度学习的致密油储层岩石薄片人工智能鉴定方法,引入图像预处理技术去除岩石薄片图像噪声并统一图像像素大小,构建空间几何增广机制,基于空间注意力机制改进Mask R-CNN算法,并将上述方法应用于实例靶区进行有效性验证。结果表明:图像预处理技术能够在保障图像特征的前提下,有效提高图像质量,减少噪声干扰;空间几何图像增广机制能够在在一定程度上增加可用样本的数量;基于空间注意力机制的Mask R-CNN算法可以同时完成复杂岩石薄片成分的分割与智能识别工作,分割精度在不同数据集情况下的平均精度为89.2%,整体识别准确率为93%,适用于致密油储层岩石薄片特征鉴定。 展开更多
关键词 致密储层 岩石薄片 深度学习 Mask R-CNN算法 分割与识别
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嵌套加强的LQ550高强冷弯薄壁C型钢连续檩条受力性能研究 被引量:2
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作者 袁焕鑫 房铭坤 +2 位作者 杜新喜 柯善夫 谭美超 《建筑结构》 北大核心 2024年第1期66-71,共6页
为提高LQ550级高强冷弯薄壁C型钢连续檩条的承载能力,采用在支座处嵌套的方法来加强连续檩条。对未加强和采用两种嵌套方式加强的檩条共7组试件进行三点受弯试验,得到了试件的承载性能和破坏形态,试验结果表明加强后的试件出现跨中局部... 为提高LQ550级高强冷弯薄壁C型钢连续檩条的承载能力,采用在支座处嵌套的方法来加强连续檩条。对未加强和采用两种嵌套方式加强的檩条共7组试件进行三点受弯试验,得到了试件的承载性能和破坏形态,试验结果表明加强后的试件出现跨中局部屈曲和嵌套端部局部屈曲两种破坏形态。采用ABAQUS软件建立了非线性有限元模型对嵌套加强的檩条进行数值模拟,有限元分析得到的承载力和破坏形态与试验结果吻合良好,验证了有限元模型的准确性。基于验证的有限元模型,分析了两种嵌套方式和不同嵌套长度对檩条承载力的提升,且表明嵌套檩条的长度宜取为连续檩条跨度的1/5~1/4。 展开更多
关键词 高强钢 冷弯薄壁C型钢 连续檩条 嵌套加强 受力性能
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基于胸部薄层CT扫描的肺磨玻璃影病变“四分型法”在临床中的应用研究
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作者 苏雷 张毅 +5 位作者 高艳 王腾腾 李元博 张培龙 王雷明 魏秀芹 《中国临床新医学》 2024年第10期1114-1118,共5页
目的探讨基于胸部薄层CT扫描(TSCT)的肺磨玻璃影(GGO)病变“四分型法”在临床中的应用价值。方法回顾性分析2020年1月至2022年12月于首都医科大学宣武医院接受胸腔镜手术治疗的1541例患者的临床资料,共包含肺GGO病变2005例次。采用“四... 目的探讨基于胸部薄层CT扫描(TSCT)的肺磨玻璃影(GGO)病变“四分型法”在临床中的应用价值。方法回顾性分析2020年1月至2022年12月于首都医科大学宣武医院接受胸腔镜手术治疗的1541例患者的临床资料,共包含肺GGO病变2005例次。采用“四分型法”对肺GGO病变进行分型:Ⅰ型,无空泡征和(或)细支气管征的纯GGO(p-GGO);Ⅱ型,有空泡征和(或)细支气管征的p-GGO;Ⅲ型,仅在肺窗可见实性成分的异质性磨玻璃影(h-GGO);Ⅳ型,在肺窗和纵隔窗均可见实性成分的部分实性磨玻璃影(ps-GGO)。分析肺GGO病变影像学特征[最大径、病变类型、发生部位、分型、肿瘤实性成分占比(CTR)等]与术后病理检查结果的关联性。结果1541例患者自发现肺GGO至接受手术治疗的时间为0.10~156.00个月,平均11.23个月,其间肺GGO病变变化不明显1255例次(62.59%),最大径增大536例次(26.73%),密度增高45例次(2.24%),最大径增大伴密度增高169例次(8.43%)。术前肺GGO最大径为(13.21±7.90)mm;主要为单发病变[1098例次(54.76%)];多分布于右肺上叶[757例次(37.76%)]。肺GGO类型:Ⅰ型248例次(12.37%),Ⅱ型682例次(34.01%),Ⅲ型862例次(42.99%),Ⅳ型213例次(10.62%)。CTR≤25%有950例次(47.38%),25%<CTR≤50%有616例次(30.72%)、50%<CTR≤75%有314例次(15.66%),CTR>75%有125例次(6.23%)。肺GGO病变中,良性病变186例次(9.28%),恶性病变1819例次(90.72%),其中包括腺体前驱病变744例次,浸润期病变1075例次。分析结果显示,肺GGO病变术后病理检查结果与GGO最大径、病变类型、发生部位、分型、CTR及随访变化情况均存在关联性(P<0.05)。对应分析结果显示,与肺GGO病变CTR相比,肺GGO病变分型散点与术后病理恶性变[不典型腺瘤样增生(AAH)、原位腺癌(AIS)、微浸润腺癌(MIA)、浸润期腺癌(IA)]散点在二维分布图中更为接近,提示基于“四分型法”的肺GGO影像学特征与术后病理恶性变有更好的对应关系。结论基于TSCT的肺GGO病变“四分型法”有助于临床医师更好地评估以GGO为主要影像学表现的早期肺癌的风险度。 展开更多
关键词 肺磨玻璃影病变 胸部薄层CT扫描 四分型法 术后病理 肺癌
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薄层CT对肺结节性质鉴别的诊断价值分析
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作者 罗雪莲 查诚 +2 位作者 姚雯婷 孙娜 朱胜康 《大理大学学报》 2024年第10期62-66,共5页
目的:探讨薄层CT影像学特征在肺结节性质鉴别中的诊断价值。方法:回顾性分析100例肺结节患者的临床资料,依据病理检测结果将其分为良性组和恶性组,所有患者均接受薄层CT影像学检查。观察并比较2组患者的结节征象、分级评估结果、薄层CT... 目的:探讨薄层CT影像学特征在肺结节性质鉴别中的诊断价值。方法:回顾性分析100例肺结节患者的临床资料,依据病理检测结果将其分为良性组和恶性组,所有患者均接受薄层CT影像学检查。观察并比较2组患者的结节征象、分级评估结果、薄层CT影像学特征出现情况及薄层CT影像学指标;通过Logistic回归分析讨论各指标对肺结节良恶性诊断的影响,通过受试者操作特征曲线(ROC曲线)分析各指标对肺结节良恶性诊断的价值。结果:2组患者在肺结节分级系统评估结果、薄层CT影像学特征、结节相关指标方面差异均有统计学意义(P<0.05)。Logistic回归分析结果显示,肺结节分级、结节最大直径、平均CT值、最大CT值是影响恶性肺结节诊断的独立因素(P<0.05),随着分级级别升高和薄层CT影像学相关指标增加,恶性肺结节的确诊风险增加。ROC曲线分析结果表明,肺结节分级、结节最大直径、平均CT值、最大CT值在肺结节良恶性诊断中均具有明确的诊断价值,尤其是联合预测因子的诊断效能最为显著。结论:薄层CT影像学特征对肺结节性质鉴别具有重要的临床意义,综合考虑肺结节分级、结节最大直径、平均CT值、最大CT值能够更准确地判断肺结节的性质,为医生提供更全面的临床参考。 展开更多
关键词 肺结节 薄层CT影像学 影像学分级系统 性质鉴别
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基于MobileNetV2的岩石薄片岩性识别
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作者 王婷婷 黄志贤 +2 位作者 王洪涛 杨明昊 赵万春 《吉林大学学报(地球科学版)》 CAS CSCD 北大核心 2024年第4期1432-1442,共11页
岩石薄片的岩性识别是地质分析中不可或缺的一环,其精准度直接影响后续地层岩石种类、性质和矿物成分等信息的确定,对于地质勘探和矿产开采具有重要意义。为了快速准确地识别岩性,本文提出了一种改进的MobileNetV2轻量化模型,通过选取5... 岩石薄片的岩性识别是地质分析中不可或缺的一环,其精准度直接影响后续地层岩石种类、性质和矿物成分等信息的确定,对于地质勘探和矿产开采具有重要意义。为了快速准确地识别岩性,本文提出了一种改进的MobileNetV2轻量化模型,通过选取5种岩石类型共3 700张岩石薄片图像进行岩性识别。在MobileNetV2的倒残差结构中嵌入坐标注意力机制,融合图像中多种矿物的全局特征信息。此外,改进MobileNetV2中的分类器,降低模型的参数量和计算复杂度,从而提高模型的运算速度和效率,并采用带泄露线性整流函数(leaky rectified linear unit, Leaky ReLU)作为激活函数,避免网络训练中的梯度消失问题。实验结果表明,本文提出的改进后的MobileNetV2模型大小仅为2.30 MB,在测试集上的精确率、召回率、F_(1)值分别为91.24%、90.18%、90.70%,具有较高的准确性,相比于SqueezeNet、ShuffleNetV2等同类型的轻量化网络,分类效果最好。 展开更多
关键词 岩石薄片图像 轻量化神经网络 MobileNetV2 坐标注意力机制 岩性识别
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钢筋混凝土薄壁空心高墩塑性铰长度计算方法
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作者 袁辉辉 程军 +3 位作者 蔡丁锡 吴庆雄 詹远辉 袁朝阳 《福州大学学报(自然科学版)》 CAS 北大核心 2024年第5期577-586,共10页
针对我国现行抗震设计规范尚未明确给出钢筋混凝土(RC)薄壁空心高墩塑性铰长度计算方法的问题,首先收集整理了既有RC桥墩塑性铰长度计算方法以及试验数据,分析影响塑性铰计算长度的主要因素;同时对实际桥梁工程采用的RC薄壁空心墩构造... 针对我国现行抗震设计规范尚未明确给出钢筋混凝土(RC)薄壁空心高墩塑性铰长度计算方法的问题,首先收集整理了既有RC桥墩塑性铰长度计算方法以及试验数据,分析影响塑性铰计算长度的主要因素;同时对实际桥梁工程采用的RC薄壁空心墩构造参数进行统计归纳.在验证有限元建模方法准确性后,采用ABAQUS软件建立了高度为40~120 m的8种典型RC薄壁空心高墩的精细化有限元模型,并开展非线性推覆分析,得到不同高度桥墩的等效塑性铰长度.最后讨论不同塑性铰长度计算方法的适用性,发现Eurocode 8规范的计算公式精度最高,可用于计算RC薄壁空心高墩的塑性铰长度. 展开更多
关键词 塑性铰长度 连续刚构桥 钢筋混凝土薄壁空心高墩 有限元分析
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鄂西地区二叠系页岩气钻完井难点及对策
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作者 高东伟 代林 +2 位作者 刘湘 王成宇 丁康乐 《世界石油工业》 2024年第4期81-93,共13页
鄂西地区二叠系优质页岩发育、有机质丰度高、资源潜力大,但受地表地下双复杂地质条件的制约,十三五期间区内始终未实现页岩气商业开发。为找寻区内有效储层实现鄂西商业突破,进而率先打开湖北页岩气开发阵地,江汉油田相继在石柱复向斜... 鄂西地区二叠系优质页岩发育、有机质丰度高、资源潜力大,但受地表地下双复杂地质条件的制约,十三五期间区内始终未实现页岩气商业开发。为找寻区内有效储层实现鄂西商业突破,进而率先打开湖北页岩气开发阵地,江汉油田相继在石柱复向斜建南构造二叠系吴二段历时3年部署12口勘探评价井。围绕吴二段“一薄三复杂”特征,地质上采用边摸索边研究边实践的精细工作思路,工程上采用边实践边研究边提效的精准优快迭代方法。通过12口井的钻井—压裂—试采一体化研究,逐步认清二叠系吴二段储层地质特征,形成复杂岩相薄层页岩全息储层精细表征技术,完成了页岩气储层全尺度综合评价,稳步优化二叠系井身结构设计技术,研选了高效破岩钻头钻具组合,研发了防漏防塌防储层伤害的钻井液体系,配套了小井眼窄间隙固井技术,形成页岩优快钻完井技术,实现安全成井率100%;揭示了高模量多灰岩夹层页岩的成缝机制,构建了以“降压促缝、动态控滤、控近扩远”为核心的压裂工艺技术,建立了“实施评估—动态调整”的工艺迭代调整技术,形成了页岩精准压裂技术,压后成藏率100%。勘探开发率先实现了国内二叠系新层系页岩气重大突破,获得了薄层复杂岩相页岩稳定工业气流,湖北省页岩气规模超千亿方增储,为中国非常规能源勘探在新层系方面实施勘探开发提供“湖北经验”,技术成果应用于鄂西渝东地区,推广应用效果好。 展开更多
关键词 优快钻完井 二叠系吴二段 薄层页岩 精准压裂 鄂西地区
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基于改进U^(2)Net的岩石薄片图像分割 被引量:2
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作者 舒小锋 吴晓红 +2 位作者 卿粼波 滕奇志 罗彬彬 《计算机系统应用》 2024年第2期159-165,共7页
了解岩石的孔隙度、孔径分布、孔隙连通性等特征对于油气的寻找和开采有着重要的意义,而这些特征的分析和判断需要借助岩石薄片图像分割技术.岩石薄片图像有大量细小颗粒,这些颗粒之间的边缘特征十分相似,无法做出精准的区分,同时制造... 了解岩石的孔隙度、孔径分布、孔隙连通性等特征对于油气的寻找和开采有着重要的意义,而这些特征的分析和判断需要借助岩石薄片图像分割技术.岩石薄片图像有大量细小颗粒,这些颗粒之间的边缘特征十分相似,无法做出精准的区分,同时制造切片过程中染色不均会造成薄片孔隙的颜色特征不平衡而导致无法分割.因此为了改善岩石薄片分割效果,本文提出基于一种改进的U^(2)Net的分割算法.主要内容如下:(1)以U^(2)Net网络为骨干进行改进,结合coordinate attention注意力机制,用来提高模型对图像特征的表达能力.(2)通过引入多尺度特征提取模块,增加卷积层的感知区域,且能够利用特征图的多尺度特征信息.实验证明,该方法与传统分割方法和其他分割网络相比在较小颗粒的分割上表现更好,所提出的算法具有较高的分割准确度和鲁棒性. 展开更多
关键词 注意力机制 岩石薄片图像 图像分割 U^(2)Net 多尺度特征提取
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单晶高温合金的蠕变性能薄壁效应
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作者 张曾凯 尚勇 +6 位作者 常可可 茹毅 赵海根 赵文月 李树索 宫声凯 裴延玲 《航空材料学报》 CAS CSCD 北大核心 2024年第5期105-116,共12页
单晶高温合金的薄壁效应是指当试样、零件厚度小于1 mm时,其持久寿命减少、蠕变速率增加以及其他力学性能发生显著衰减的现象。随着先进航空发动机单晶叶片零件内部冷却结构的发展,其部分区域结构厚度的减小使其属于典型的薄壁结构,因... 单晶高温合金的薄壁效应是指当试样、零件厚度小于1 mm时,其持久寿命减少、蠕变速率增加以及其他力学性能发生显著衰减的现象。随着先进航空发动机单晶叶片零件内部冷却结构的发展,其部分区域结构厚度的减小使其属于典型的薄壁结构,因此在设计与制造叶片的过程中将薄壁区域的薄壁效应纳入考量具有重要工程意义。蠕变性能是航发叶片单晶高温合金材料最重要的性能之一,本文总结了单晶高温合金蠕变性能薄壁效应方面的研究以及薄壁效应研究中发展的先进实验设备。引起蠕变性能薄壁效应的机制包括氧化作用相对增强、各向异性效应更加显著、微观组织的变化、缺陷的萌生与运动方式变化,对蠕变薄壁效应产生影响的因素则有实验条件(温度、应力等),加工方式(直接铸造,机械加工),几何外形(矩形截面、环形截面、打气膜孔)。对单晶高温合金薄壁效应的研究属于工程应用范畴,薄壁件作为“积木式”验证评价技术中“元件级/模拟件级”的一环,在服役环境或近服役环境条件下研究薄壁效应就使得研究结果更具有应用价值,为此,国内外发展了各式各样的实验设备平台用于模拟叶片在发动机内的某一个或几种耦合服役条件(高温、高压、腐蚀/冲蚀、离心加载)。未来薄壁效应的研究应当在更接近实际服役条件下进行,即按实际叶片制造工艺制备实验试样,并在模拟服役环境设备上进行实验。 展开更多
关键词 单晶高温合金 薄壁效应 薄截面效应 蠕变 近工况
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