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基于Alpha Shapes轮廓点云识别算法的洞室表面形变区域提取方法 被引量:2
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作者 张雨婷 郑德华 李思远 《南京信息工程大学学报》 北大核心 2025年第2期181-190,共10页
针对三维激光扫描密集点云提取洞室表面变形信息的问题,本文提出一种基于改进的Alpha Shapes算法识别洞室轮廓点云和多尺度模型到模型的点云比对(Multiscale Model-to-Model Cloud Comparison,M3C2)的洞室表面变形监测方法.首先对获取... 针对三维激光扫描密集点云提取洞室表面变形信息的问题,本文提出一种基于改进的Alpha Shapes算法识别洞室轮廓点云和多尺度模型到模型的点云比对(Multiscale Model-to-Model Cloud Comparison,M3C2)的洞室表面变形监测方法.首先对获取到的两期洞室表面点云数据进行配准,采用改进的Alpha Shapes算法识别洞室表面外轮廓点云.获得的两期洞室表面外轮廓点云经精配准后,再采用M3C2算法进行各点变形值计算,最后进行距离聚类提取连续形变区域.实验结果表明:该方法能够有效剔除点云中细小沟壑处的点及受到混合像元影响的点,在洞室截面到扫描仪距离10 m的范围内,两期点云剔除率分别为14.17%及13.52%,在70 m范围内,分别为6.25%及6.42%;该方法能够准确高效地提取出2倍配准误差以上的洞室表面形变区域. 展开更多
关键词 洞室变形监测 轮廓点云识别 Alpha shapes算法 M3C2算法
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孔掏槽爆破Shape-effect损伤理论分析及优化
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作者 秦辉峰 赵岩 +1 位作者 王海龙 何健辉 《工程爆破》 北大核心 2025年第2期21-31,46,共12页
为探究在不同形状的空孔下的掏槽爆破机理,基于空孔效应、应力集中效应及空间碎胀原理,建立了改进后的Shape-effect分段爆破二维损伤理论计算模型,结合模拟和试验分析爆破作用下掏槽区的围岩损伤情况,并以此给出“方空孔掏槽理论分析模... 为探究在不同形状的空孔下的掏槽爆破机理,基于空孔效应、应力集中效应及空间碎胀原理,建立了改进后的Shape-effect分段爆破二维损伤理论计算模型,结合模拟和试验分析爆破作用下掏槽区的围岩损伤情况,并以此给出“方空孔掏槽理论分析模型”优化方案。结果表明:改进后的圆空孔壁随时间变化的荷载函数γq 2 sinθ符合孔壁的实际应力,理论计算与数值模拟结果和试验的变化趋势基本一致。通过优化掏槽区的爆破效果,将圆空孔换为方孔空后,方孔空周围的岩体损伤分布均匀,破裂充分。掏槽区岩体空孔形状的改变影响周围岩体的应力分布,圆孔壁附近岩体产生“间隔环状”破坏,反射波的拉伸作用受到阻抗。方孔空掏槽爆破产生的纵波使孔壁大范围内岩体产生拉剪破坏,其在第二段应力波的影响下向内坍缩,空孔空间的利用率达63.527%。 展开更多
关键词 掏槽损伤 理论分析 数值模拟 shape-effect模型 动态演化
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Study on the formation characteristics of underwater hemispherical shaped charge jet and its penetration performance into concrete 被引量:1
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作者 Chao Cao Jinxiang Wang +5 位作者 Lingquan Kong Kui Tang Yujie Xiao Yangchen Gu Ming Yang Jian Wang 《Defence Technology(防务技术)》 2025年第5期180-196,共17页
Shaped charge has been widely used for penetrating concrete.However,due to the obvious difference between the propagation of shock waves and explosion products in water and air,the theory governing the formation of sh... Shaped charge has been widely used for penetrating concrete.However,due to the obvious difference between the propagation of shock waves and explosion products in water and air,the theory governing the formation of shaped charge jets in water as well as the underwater penetration effect of concrete need to be studied.In this paper,we introduced a modified forming theory of an underwater hemispherical shaped charge,and investigated the behavior of jet formation and concrete penetration in both air and water experimentally and numerically.The results show that the modified jet forming theory predicts the jet velocity of the hemispherical liner with an error of less than 10%.The underwater jets exhibit at least 3%faster and 11%longer than those in air.Concrete shows different failure modes after penetration in air and water.The depth of penetration deepens at least 18.75%after underwater penetration,accompanied by deeper crater with 65%smaller radius.Moreover,cracks throughout the entire target are formed,whereas cracks exist only near the penetration hole in air.This comprehensive study provides guidance for optimizing the structure of shaped charge and improves the understanding of the permeability effect of concrete in water. 展开更多
关键词 shaped charge jet Underwater penetration Formation characteristic Concrete failure
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Experimental and numerical investigation of cavity characteristics in behind-armor liquid-filled containers under shaped charge jet impact 被引量:1
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作者 Shixin Ma Xiangdong Li Lanwei Zhou 《Defence Technology(防务技术)》 2025年第5期242-259,共18页
The cavity characteristics in liquid-filled containers caused by high-velocity impacts represent an important area of research in hydrodynamic ram phenomena.The dynamic expansion of the cavity induces liquid pressure ... The cavity characteristics in liquid-filled containers caused by high-velocity impacts represent an important area of research in hydrodynamic ram phenomena.The dynamic expansion of the cavity induces liquid pressure variations,potentially causing catastrophic damage to the container.Current studies mainly focus on non-deforming projectiles,such as fragments,with limited exploration of shaped charge jets.In this paper,a uniquely experimental system was designed to record cavity profiles in behind-armor liquid-filled containers subjected to shaped charge jet impacts.The impact process was then numerically reproduced using the explicit simulation program ANSYS LS-DYNA with the Structured Arbitrary Lagrangian-Eulerian(S-ALE)solver.The formation mechanism,along with the dimensional and shape evolution of the cavity was investigated.Additionally,the influence of the impact kinetic energy of the jet on the cavity characteristics was analyzed.The findings reveal that the cavity profile exhibits a conical shape,primarily driven by direct jet impact and inertial effects.The expansion rates of both cavity length and maximum radius increase with jet impact kinetic energy.When the impact kinetic energy is reduced to 28.2 kJ or below,the length-to-diameter ratio of the cavity ultimately stabilizes at approximately 7. 展开更多
关键词 Cavity characteristics shaped charge jet Behind-armor liquid-filled container Impact kinetic energy Hydrodynamic ram
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基于k-shape聚类和TCN-Attention-XGBoost的基线负荷估计方法
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作者 沈杰 邢海军 +1 位作者 俞钱 施怡沁 《太阳能学报》 北大核心 2025年第8期676-685,共10页
针对传统基线负荷估计方法在面对多变的电力负荷消耗时准确度不足的挑战,提出一种结合k-shape聚类算法和基于时间卷积网络(TCN)、注意力机制和极端梯度提升(XGBoost)的估计方法。首先利用TCN-Attention模型进行时间序列预测,提取负荷的... 针对传统基线负荷估计方法在面对多变的电力负荷消耗时准确度不足的挑战,提出一种结合k-shape聚类算法和基于时间卷积网络(TCN)、注意力机制和极端梯度提升(XGBoost)的估计方法。首先利用TCN-Attention模型进行时间序列预测,提取负荷的时间特征;然后采用k-shape聚类算法对用户负荷数据进行聚类,以找出在形状和趋势上相似度高的负荷序列,并采用XGBoost算法捕捉负荷的空间特征。最后,将两者的估计值进行误差倒数法组合得到最终的估计结果。利用实际算例进行验证,并将所提方法与其他方法进行对比,结果表明了所提方法的有效性。 展开更多
关键词 新能源 需求响应 基线负荷 k-shape 时间卷积网络 注意力机制 XGBoost
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Simulation and experimental study on the use of shaped charge jet as transient antennas for radiating electromagnetic pulses
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作者 Jiahui Guo Bin Ma +2 位作者 Zhengxiang Huang Yong Peng Xin Jia 《Defence Technology(防务技术)》 2025年第5期260-274,共15页
In this study,the potential application of shaped charge jets as transient antennas for electromagnetic signal transmission was explored and an electromagnetic pulse radiation system with a shaped charge jet as a tran... In this study,the potential application of shaped charge jets as transient antennas for electromagnetic signal transmission was explored and an electromagnetic pulse radiation system with a shaped charge jet as a transient antenna was proposed.During the research,crucial characteristics of the transient antenna formed by a shaped charge with a 30 mm diameter,such as resonant frequency,radiation pattern,and radiation efficiency,were evaluated.The typical shaped charge jet morphology was obtained based on the simulations,in which it could insight the dynamic behavior of the shaped charge jet selected.An equivalent model experiment was employed to test the radiation efficiency,and it showed that a shorting pin loading method could increase the relative bandwidth of the jet antenna to 32.8%,and the experimental results correlate with the theoretical predictions for half-wave dipole antennas reasonably well.Additionally,variations in the diameter of the shaped charge jet were found to affect the input impedance and impedance bandwidth,while the length of the jet influenced the resonant frequency of the antenna.This suggests that altering these parameters can achieve reconfigurability of the jet antenna. 展开更多
关键词 shaped charge Transient antenna Electromagnetic pulse Radiated power Reconfigurable antenna
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Genome-wide association mapping of seed shape-related traits in cotton using SSR markers
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作者 SIDDHO Irfan Ali ZHANG Zixin +8 位作者 HAN Peng DING Shugen XU Lin ABUDUKEYOUMU Abudurezike AYYAZ Muhammad LI Zhibo LIN Hairong WU Yuanlong NIE Xinhui 《Journal of Cotton Research》 2025年第3期377-388,共12页
Background Cotton is a significant crop for fiber production;however,seed shape-related traits have been less investigated in comparison to fiber quality.Comprehending the genetic foundation of traits associated with ... Background Cotton is a significant crop for fiber production;however,seed shape-related traits have been less investigated in comparison to fiber quality.Comprehending the genetic foundation of traits associated with seed shape is crucial for improving the seed and fiber quality in cotton.Results A total of 238 cotton accessions were evaluated in four different environments over a period of two years.Traits including thousand grain weight(TGW),aspect ratio(AR),seed length,seed width,diameter,and roundness demonstrated high heritability and significant genetic variation,as indicated by phenotypic analysis.The association analysis involved 145 simple sequence repeats(SSR)markers and identified 50 loci significantly associated with six traits related to seed shape.The markers MON_DPL0504aa and BNL2535ba were identified as influencing multiple traits,including aspect ratio and thousand grain weight.Notably,markers such as HAU2588a and MUSS422aa had considerable influence on seed diameter and roundness.The identified markers represented an average phenotypic variance between 3.92%for seed length and 16.54%for TGW.Conclusions The research finds key loci for seed shape-related traits in cotton,providing significant potential for marker-assisted breeding.These findings establish a framework for breeding initiatives focused on enhancing seed quality,hence advancing the cotton production. 展开更多
关键词 QTL Seed shape Marker-Assisted Breeding COTTON SSR Markers Genome-wide association analysis Genetic Improvement
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Investigation of penetration characteristics of shaped charge jet impacting behind-armor liquid-filled containers
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作者 Shixin Ma Yuchi Tang +1 位作者 Lanwei Zhou Xiangdong Li 《Defence Technology(防务技术)》 2025年第11期223-241,共19页
The impact of high-velocity penetrators into liquid-filled containers can generate hydrodynamic ram effects,potentially causing catastrophic structural damage to the container.Previous studies have primarily focused o... The impact of high-velocity penetrators into liquid-filled containers can generate hydrodynamic ram effects,potentially causing catastrophic structural damage to the container.Previous studies have primarily focused on undeformed penetrators,such as fragments or bullets,with limited attention directed toward shaped charge jets.This study investigates the penetration characteristics of shaped charge jets impacting behind-armor liquid-filled containers,with particular emphasis on jet-liquid interactions.A theoretical penetration model incorporating material compressibility and jet stretching was developed based on the virtual origin theory.A high-speed imaging experimental system was designed to capture the jet motion within the container.The impact process was numerically reproduced using ANSYS/LSDYNA,and the effects of standoff and overmatch on jet penetration were analyzed.The results reveal that jet stretching induced by increased standoff enhances the penetration velocity of the jet.A proportional relationship between the stretching factor(λ)and the overmatch parameter(I)was identified,withλranging from approximately 1.22 to 1.38 times I across the studied standoff range(80-220 mm).The findings offer a basis for future studies on the pressure distribution in the liquid and the structural response of containers. 展开更多
关键词 shaped charge jet Behind-armor liquid-filled container Penetration characteristics Overmatch
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Experimental and numerical study of the interaction between a shaped charge jet and a single ERA moving plate
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作者 Nicolas Reboul Ashwin Chinnayya +5 位作者 Frédéric Paintendre Simon Dalle Piagge Vincent Jaulin Jérôme Limido Anthony Collé Fabien Rondot 《Defence Technology(防务技术)》 2025年第8期126-140,共15页
An analysis of the interaction mechanisms between a Shaped Charge Jet(SCJ) and a single Moving Plate(MP) is proposed in this article using both experimental and numerical approaches. First, an experimental set-up is p... An analysis of the interaction mechanisms between a Shaped Charge Jet(SCJ) and a single Moving Plate(MP) is proposed in this article using both experimental and numerical approaches. First, an experimental set-up is presented. Four collision tests have been performed: two tests in Backward Moving Plate(BMP) configuration, where the plate moves in opposition to jet, and two tests in Forward Moving Plate(FMP) configuration, where the plate moves alongside the jet. Based on the virtual origin approximation,a methodology(the Virtual Origin Method, VOM) is developed to extract quantities from the X-ray images, which serve as comparative data. γSPH simulations are carried out to complete the analysis, as they well capture the disturbance dynamics observed in the experiments. Based on these complementary experimental and numerical results, a new physical description is proposed through a detailed analysis of the interaction. It is shown that the SCJ/MP interaction is driven at first order by the contact geometry. Thus, BMP and FMP configurations do not generate the same disturbances because their local flow geometries are different. In the collision point frame of reference, the BMP flows in the same direction as the jet, causing its overall deflection. On the contrary, the FMP flow opposes that of the jet leading to an alternative creation of fragments and ligaments. An in-depth study, using the VOM shows that deflection angles, fragment-ligament creation frequencies, and deflection velocities evolve as the interaction progresses through slower jet elements. 展开更多
关键词 shaped charge jet disturbance Single moving plate Virtual origin method gSPH simulations
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Influence of shaped charge jet state on its interaction with ERA flying plate
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作者 Nicolas Reboul Ashwin Chinnayya +5 位作者 Frederic Paintendre Simon Dalle Piagge Vincent Jaulin Jerome Limido Anthony Colle Fabien Rondot 《Defence Technology(防务技术)》 2025年第7期355-370,共16页
The Explosive Reactive Armors(ERA)are really efficient at reducing Shaped Charge Jet(SCJ)performance.The main destabilizing mechanism is the transverse movement of the front and rear moving plates(MP)on the SCJ.Theref... The Explosive Reactive Armors(ERA)are really efficient at reducing Shaped Charge Jet(SCJ)performance.The main destabilizing mechanism is the transverse movement of the front and rear moving plates(MP)on the SCJ.Therefore,a good understanding of the interaction SCJ/MP is essential for improving both weapon and armor systems.In a previous article,we have shown that interaction regimes are mainly influenced by the local collision geometry.Thus,in the collision point frame,the angle of collision be-tween the continuous SCJ and the MP is a key parameter.This flow angle is acute for the Backward Moving plate(BMP)moving against the SCJ and obtuse for the Forward Moving Plate(FMP)moving alongside it.In the former,the jet is simply deflected,which is the regime 1 of deflection.In the latter,the interaction turns on an alternative creation of fragment and ligament,which is the regime 2.Fragments are parts of the jet that are only slightly deflected while ligaments are the curved material bridges that connect two consecutive fragments.When stretching,the jet is systematically subject to instabilities that disturb its surface,creating necks along it.Their growth finally leads to the jet fragmentation.In this article,we focus on this jet distur-bance and its consequences on the SCJ/MP interaction.An experimental set-up was built to implement the interaction between a SCJ and a moving plate for different collision points,at different stand-off distances.The plate can interact with a smooth SCJ or a disturbed SCJ at a close and a far stand-off distance,respectively.One of the main results is the visualization of a regime change in SCJ/BMP interaction.A regime 1(deflection)interaction changes into a ligament regime interaction(similar to a FMP regime 2)when the collision point stand-off is increased.It is proposed that this change can be attributed as the increase of the amplitude of the jet surface disturbances.This phenomenon is well captured by the gSPH simula-tions.Finally,using both experimental and numerical approaches,we propose a new detailed analysis of the different phenomena occurring during the interaction between a disturbed-surface jet and a moving plate.Interaction regime changes are linked to jet local geometry changes.The interactions of a BMP with a smooth SCJ or with a disturbed surface SCJ are geometrically not the same and,thus,generate different local flows and interaction mechanisms.However,some other simulations have been carried out with constant velocity jet whose surface has been previously disturbed.These simulations underline the influence of both disturbance wavelength l and amplitude A on the interaction regimes.Surface disturbances of the SCJ,linked to its stretching,have a major influence on its interaction with a moving plate. 展开更多
关键词 shaped charge jet disturbances Single moving plate Necks and bumps and fragmentation gSPH simulations
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Industrial shape detecting system of cold rolling strip 被引量:9
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作者 杨利坡 于丙强 +1 位作者 丁栋 刘宏民 《Journal of Central South University》 SCIE EI CAS 2012年第4期994-1001,共8页
A high-precision shape detecting system of cold rolling strip is developed to meet industrial application, which mainly consists of the shape detecting roller, the collecting ring, the digital signal processing (DSP... A high-precision shape detecting system of cold rolling strip is developed to meet industrial application, which mainly consists of the shape detecting roller, the collecting ring, the digital signal processing (DSP) shape signal processing board and the shape control model. Based on the shape detecting principle, the shape detecting roller is designed with a new integral structure for improving the precision of shape detecting and avoiding scratching strip surface. Based on the DSP technology, the DSP shape signal processing circuit board is designed and embedded in the shape detecting system for the reliability and stability of shape signal processing. The shape detecting system was successfully used in Angang 1 250 mm HC 6-high reversible cold rolling mill. The precision of shape detecting is 0.2 I and the shape deviation is controlled within 6 1 after the close loop shape control is input. 展开更多
关键词 shape detecting digital signal processing (DSP) shape signal processing close loop shape control cold rolling strip
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基于SHAPELY修正的PPP项目利益分配模型研究 被引量:96
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作者 胡丽 张卫国 叶晓甦 《管理工程学报》 CSSCI 北大核心 2011年第2期149-154,共6页
PPP涉及多方利益主体,出于自身利益考虑,可能出现有损合作伙伴利益的行为,导致PPP项目实施的失败。因此,解决公私双方利益冲突,对各方利益进行分配和协调,是PPP项目成功运行的关键。鉴于公私双方利益冲突,基于项目利益分配基本原则,综... PPP涉及多方利益主体,出于自身利益考虑,可能出现有损合作伙伴利益的行为,导致PPP项目实施的失败。因此,解决公私双方利益冲突,对各方利益进行分配和协调,是PPP项目成功运行的关键。鉴于公私双方利益冲突,基于项目利益分配基本原则,综合权衡利益分配四要素,建立了基于SHAPELY修正的PPP项目利益分配模型,以协调各方利益分配,使各方利益都实现最大化。数值分析实例表明,在最佳分配方案指导下,可使项目实现帕累托意义下的最优。 展开更多
关键词 PPP 利益相关者 利益分配 shapely
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双阈值Alpha Shapes算法提取点云建筑物轮廓研究 被引量:27
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作者 李云帆 谭德宝 +1 位作者 高广 刘瑞 《长江科学院院报》 CSCD 北大核心 2016年第11期1-4,共4页
针对单一阈值的Alpha Shapes算法在提取点云建筑物轮廓时存在的轮廓精度和完整性难以兼顾的问题,提出一种双阈值的Alpha Shapes算法,利用简单环的概念设计轮廓搜索算法,获得既有较好完整性又有较高几何精度的建筑物轮廓线;然后,利用一... 针对单一阈值的Alpha Shapes算法在提取点云建筑物轮廓时存在的轮廓精度和完整性难以兼顾的问题,提出一种双阈值的Alpha Shapes算法,利用简单环的概念设计轮廓搜索算法,获得既有较好完整性又有较高几何精度的建筑物轮廓线;然后,利用一种最小二乘的轮廓线化简算法对提取出的初始轮廓进行化简,与经典的Douglas Peucker算法相比,在存在噪声的情况下,该方法化简后的轮廓线更接近实际的轮廓线。 展开更多
关键词 LIDAR 建筑物轮廓提取 RANSAC ALPHA shapes算法
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Shape格式数字海图自动更新技术研究 被引量:8
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作者 陈子澎 彭认灿 +1 位作者 刘国辉 郭立新 《海洋测绘》 2006年第3期62-64,67,共4页
在分析了我国目前所生产的Shape格式矢量数字海图缺乏更新服务的基础上,就更新服务的技术方法及相关问题进行了深入的探讨研究,为以后的工程实现提供了一定的基础理论和技术方法支持。
关键词 数字海图 shape格式 逐期式更新 累积式更新
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Shape V 7.1软件在结晶化学单形绘制及单形推导中的应用 被引量:6
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作者 朱小燕 雷新荣 《实验技术与管理》 CAS 北大核心 2012年第7期83-86,共4页
Shape是一款可灵活处理晶体结构的软件。结合教学实践,介绍了Shape V7.1在结晶化学中单形推导方面的使用过程及技巧。文中列举了对称型L22P和对称型3L44L36L29PC晶类推导单形实例,以演示此过程。通过Shape软件的使用使传统教学过程更有... Shape是一款可灵活处理晶体结构的软件。结合教学实践,介绍了Shape V7.1在结晶化学中单形推导方面的使用过程及技巧。文中列举了对称型L22P和对称型3L44L36L29PC晶类推导单形实例,以演示此过程。通过Shape软件的使用使传统教学过程更有吸引力、更有效,使学生在实习过程中,能够更好地理解对称要素、对称要素的组合规律、各单形的推导等,有效提高学习效率。 展开更多
关键词 结晶化学 单形绘制 单形推导 shape软件
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基于ADO.NET的Shape地图矢量数据存储研究 被引量:3
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作者 郗笃刚 秦清亮 +1 位作者 赵忠东 王耿峰 《海洋测绘》 2012年第2期64-66,共3页
以Shape格式矢量数据的结构特点、存储方式为基础,采用ADO.NET技术,实现了Shape格式地图矢量数据的数据集的转换和存储。为采用关系型数据库技术管理Shape格式数据以及建立Shape数据的空间拓扑关系提供了一种方法。
关键词 地理信息系统 ADO.NET shape 矢量数据 数据库
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DXF文件到Shape文件无损转换方法的研究 被引量:7
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作者 孙晓莉 赵俊三 《科学技术与工程》 2011年第14期3336-3341,共6页
在数字地图的处理工作中,经常需要把DXF文件转换成Shape文件以实现数据的共享。应用现有的转换方法得到的结果往往会出现属性丢失的情况。在ArcGIS中重新添加丢失的属性是一件比较繁琐的事情。因此,掌握DXF文件到Shape文件的无损转换具... 在数字地图的处理工作中,经常需要把DXF文件转换成Shape文件以实现数据的共享。应用现有的转换方法得到的结果往往会出现属性丢失的情况。在ArcGIS中重新添加丢失的属性是一件比较繁琐的事情。因此,掌握DXF文件到Shape文件的无损转换具有实际的意义。深入分析DXF文件和Shape文件的格式,介绍数据的无损转换方法,并讲述如何通过编程来实现数据的无损转换。 展开更多
关键词 DXF文件 shape文件 ARCGIS AUTOCAD 无损转换
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自适应步长的Alpha?shape表面重建算法 被引量:12
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作者 李世林 李红军 《数据采集与处理》 CSCD 北大核心 2019年第3期491-499,共9页
三维物体表面重建在现代临床医学、场景建模和林业测量等方面有着重要应用价值。为了更好地理解三维物体表面形状,本文先介绍了三维空间离散点集的Alpha形状的相关概念。在分析表面重建的Alpha-shape算法的基础上,本文提出一种自适应步... 三维物体表面重建在现代临床医学、场景建模和林业测量等方面有着重要应用价值。为了更好地理解三维物体表面形状,本文先介绍了三维空间离散点集的Alpha形状的相关概念。在分析表面重建的Alpha-shape算法的基础上,本文提出一种自适应步长的Alpha-shape算法。通过kd-tree和k近邻平均距离来动态更新α值,使得算法在处理点集密度较大的区域时也能以较少的遍历次数进行表面重建,从而改善了重建效果并提高了算法运行效率。大量随机数据和现实三维采样数据的实验结果表明,本文提出的改进算法与原始算法相比,能大幅度地提高运行效率。 展开更多
关键词 表面重建 Alpha形状 k近邻平均距离 Alpha-shape算法
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基于Shape from Shading的医学图像三维重建 被引量:6
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作者 王瑞胡 《计算机工程与应用》 CSCD 北大核心 2008年第6期222-224,共3页
通过对由医疗成像设备获取的二维灰度图像进行形状重建,得到的三维立体原型能帮助医学诊断人员确诊病情。介绍了Shape from Shading的实现原理和扫描电镜成像系统的简单构成,提出了一种基于线性逼近的用于解决SEM反射映射函数的实现方法... 通过对由医疗成像设备获取的二维灰度图像进行形状重建,得到的三维立体原型能帮助医学诊断人员确诊病情。介绍了Shape from Shading的实现原理和扫描电镜成像系统的简单构成,提出了一种基于线性逼近的用于解决SEM反射映射函数的实现方法,并将之应用于红血细胞的三维图像重构,得到的细胞图形非常接近其真实形状。 展开更多
关键词 shape from SHADING 扫描电镜 三维重建 红血细胞图像
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基于K-Shape的时间序列模糊分类方法 被引量:8
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作者 李海林 贾瑞颖 谭观音 《电子科技大学学报》 EI CAS CSCD 北大核心 2021年第6期899-906,共8页
时间序列分类是数据挖掘中的重要主题,现有的大部分时间序列分类方法较少考虑到序列形状对分类结果的影响。该文提出了一种基于k-shape的时间序列模糊分类方法。该方法通过使用k-shape聚类算法对时间序列训练数据集各类别的成员进行聚类... 时间序列分类是数据挖掘中的重要主题,现有的大部分时间序列分类方法较少考虑到序列形状对分类结果的影响。该文提出了一种基于k-shape的时间序列模糊分类方法。该方法通过使用k-shape聚类算法对时间序列训练数据集各类别的成员进行聚类,获得各类别的聚类中心并形成聚类中心群,将每个类别的聚类中心群作为时间序列数据模糊分类的初始聚类中心,根据隶属度最大原则确定测试时间序列数据的类别标签。在30个时间序列公开数据集上的分类实验结果表明,该方法相较于SVM、Bayes、EAIW和TLCS这4种分类算法具有更好的分类性能,对具有扭曲和位移特征的时间序列数据分类有更好的可用性。 展开更多
关键词 分类算法 模糊分类 k-shape 时间序列
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