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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
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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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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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Study on the formation characteristics of underwater hemispherical shaped charge jet and its penetration performance into concrete
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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
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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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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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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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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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基于改进Alpha Shape算法的点云数据岛屿边界提取 被引量:2
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作者 宋晓辉 熊祖雄 +2 位作者 张炎 吕富强 韦建林 《海洋测绘》 CSCD 北大核心 2024年第1期58-62,共5页
针对机载LiDAR点云的岛屿岸线提取过程复杂、附属岛屿岸线难以提取等问题,提出一种基于改进Alpha Shape算法的点云数据岛屿边界提取方法。首先利用布料模拟滤波算法剔除非岛屿点云数据,通过欧式聚类进行不同岛屿的提取,再将岛屿点云数... 针对机载LiDAR点云的岛屿岸线提取过程复杂、附属岛屿岸线难以提取等问题,提出一种基于改进Alpha Shape算法的点云数据岛屿边界提取方法。首先利用布料模拟滤波算法剔除非岛屿点云数据,通过欧式聚类进行不同岛屿的提取,再将岛屿点云数据投影至二维平面,并根据岛屿点云构建格网。在此基础上使用自适应Alpha Shape算法,对提取出的岛屿点云进行边界提取,即可得到岛屿的岸线轮廓。选取新西兰的玛提尤/萨姆斯岛作为研究区域,并将本文算法与Alpha Shape算法进行对比,结果表明:本文算法提取岛屿边界点云的精准度为97.78%,可以准确地提取岛屿岸线,为海岛规划提供参考。 展开更多
关键词 摄影测量 机载LiDAR点云 边界提取 欧式聚类 自适应Alpha shape
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The interaction between a shaped charge jet and a single moving plate 被引量:1
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作者 Andreas Helte Jonas Lundgren Jonas Candle 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第1期1-13,共13页
Reactive armour is a very efficient add-on armour against shaped charge threats.Explosive reactive armour consists of one or several plates that are accelerated by an explosive.Similar but less violent acceleration of... Reactive armour is a very efficient add-on armour against shaped charge threats.Explosive reactive armour consists of one or several plates that are accelerated by an explosive.Similar but less violent acceleration of plates can also be achieved in a completely inert reactive armour.To be efficient against elongated jets,the motion of the plates needs to be inclined against the jet such that a sliding contact between the jet and the plates is established.This sliding contact causes a deflection and thinning of the jet.Under certain circumstances,the contact will become unstable,leading to severe disturbances on the jet.These disturbances will drastically reduce the jet penetration performance and it is therefore of interest to study the conditions that leads to an unstable contact.Previous studies on the interaction between shaped charge jets and flyer plates have shown that it is mainly the forward moving plate in an explosive reactive armour that is effective in disturbing the jet.This is usually attributed to the higher plate-to-jet mass flux ratio involved in the collision of the forward moving plate compared to the backward moving plate.For slow moving plates,as occurs in inert reactive armour,the difference in mass flux for the forward and backward moving plate is much lesser,and it is therefore of interest to study if other factors than the mass flux influences on the protection capability.In this work,experiments have been performed where a plate is accelerated along its length,interacting with a shaped charge jet that is fired at an oblique angle to the plate’s normal,either against or along the plate’s velocity.The arrangement corresponds to a jet interacting with a flyer plate from a reactive armour,with the exception that the collision velocity is the same for both types of obliquities in these experiments.The experiments show that disturbances on the jet are different in the two cases even though the collision velocities are the same.Numerical simulations of the interaction support the observation.The difference is attributed to the character of the contact pressure in the interaction region.For a backward moving plate,the maximum contact pressure is obtained at the beginning of the interaction zone and the contact pressure is therefore higher upstream than downstream of the jet while the opposite is true for a forward moving plate.A negative interface pressure gradient with respect to the jet motion results in a more stable flow than a positive,which means that the jet-plate contact is more stable for a backward moving plate than for a forward moving plate.A forward moving plate is thus more effective in disturbing the jet than a backward moving plate,not only because of the higher jet to plate mass flux ratio but also because of the character of the contact with the jet. 展开更多
关键词 Reactive armour Flyer plate shaped charge jet
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Machine learning optimization strategy of shaped charge liner structure based on jet penetration efficiency
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作者 Ziqi Zhao Tong Li +6 位作者 Donglin Sheng Jian Chen Amin Yan Yan Chen Haiying Wang Xiaowei Chen Lanhong Dai 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第9期23-41,共19页
Shaped charge liner(SCL)has been extensively applied in oil recovery and defense industries.Achieving superior penetration capability through optimizing SCL structures presents a substantial challenge due to intricate... Shaped charge liner(SCL)has been extensively applied in oil recovery and defense industries.Achieving superior penetration capability through optimizing SCL structures presents a substantial challenge due to intricate rate-dependent processes involving detonation-driven liner collapse,high-speed jet stretching,and penetration.This study introduces an innovative optimization strategy for SCL structures that employs jet penetration efficiency as the primary objective function.The strategy combines experimentally validated finite element method with machine learning(FEM-ML).We propose a novel jet penetration efficiency index derived from enhanced cutoff velocity and shape characteristics of the jet via machine learning.This index effectively evaluates the jet penetration performance.Furthermore,a multi-model fusion based on a machine learning optimization method,called XGBOOST-MFO,is put forward to optimize SCL structure over a large input space.The strategy's feasibility is demonstrated through the optimization of copper SCL implemented via the FEM-ML strategy.Finally,this strategy is extended to optimize the structure of the recently emerging CrMnFeCoNi high-entropy alloy conical liners and hemispherical copper liners.Therefore,the strategy can provide helpful guidance for the engineering design of SCL. 展开更多
关键词 Jet penetration efficiency shaped charge liner FEM-ML XGBOOST MFO High-entropy alloy
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Selection of shaped charges parameters for producing aluminum particles with velocities in the range of 2.5-16 km/s
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作者 Vladimir I.Kolpakov Sergey V.Fedorov +1 位作者 Ekaterina P.Vinogradova Irina A.Bolotina 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第8期126-135,共10页
Testing rocket and space technology objects in ground conditions for resistance to the impact of meteoroids and fragments of space debris can be carried out using shaped charges. To substantiate the design parameters ... Testing rocket and space technology objects in ground conditions for resistance to the impact of meteoroids and fragments of space debris can be carried out using shaped charges. To substantiate the design parameters of shaped charges that ensure the formation of aluminum particles in a wide velocity range(from 2.5 to 16 km/s), numerical modeling of the formation process was carried out within the framework of a two-dimensional axisymmetric problem of continuum mechanics using three different computing codes to increase the reliability of the results. The calculations consider shaped charges with a diameter of 20-100 mm with aluminum liners of various shapes. It is shown that the formation of particles with velocities close to the lower limit of the considered range is ensured by gently sloping segmental liners of degressive thickness. To form higher-velocity particles with velocities over 5 km/s, it is proposed to use combined liners, the jet-forming part of which has the shape of a hemisphere of constant thickness or the shape of a semi-ellipsoid or semi-superellipsoid of rotation of degressive thickness. 展开更多
关键词 Space debris Meteoric impact Explosion shaped charge High-velocity aluminum element Segmental liner Combined liner Numerical simulation
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Influence of sampling on three-dimensional surface shape measurement
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作者 QIAO Nao-sheng Shang Xue 《中国光学(中英文)》 EI CAS CSCD 北大核心 2024年第6期1512-1520,共9页
In order to accurately measure an object’s three-dimensional surface shape,the influence of sampling on it was studied.First,on the basis of deriving spectra expressions through the Fourier transform,the generation o... In order to accurately measure an object’s three-dimensional surface shape,the influence of sampling on it was studied.First,on the basis of deriving spectra expressions through the Fourier transform,the generation of CCD pixels was analyzed,and its expression was given.Then,based on the discrete expression of deformation fringes obtained after sampling,its Fourier spectrum expression was derived,resulting in an infinitely repeated"spectra island"in the frequency domain.Finally,on the basis of using a low-pass filter to remove high-order harmonic components and retaining only one fundamental frequency component,the inverse Fourier transform was used to reconstruct the signal strength.A method of reducing the sampling interval,i.e.,reducing the number of sampling points per fringe,was proposed to increase the ratio between the sampling frequency and the fundamental frequency of the grating.This was done to reconstruct the object’s surface shape more accurately under the condition of m>4.The basic principle was verified through simulation and experiment.In the simulation,the sampling intervals were 8 pixels,4 pixels,2 pixels,and 1 pixel,the maximum absolute error values obtained in the last three situations were 88.80%,38.38%,and 31.50%in the first situation,respectively,and the corresponding average absolute error values are 71.84%,43.27%,and 32.26%.It is demonstrated that the smaller the sampling interval,the better the recovery effect.Taking the same four sampling intervals in the experiment as in the simulation can also lead to the same conclusions.The simulated and experimental results show that reducing the sampling interval can improve the accuracy of object surface shape measurement and achieve better reconstruction results. 展开更多
关键词 three-dimensional surface shape measurement sampling interval spectra overlapping measurement accuracy
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LightShaper:一个高精度通用流量整形工具
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作者 王浩昆 张文力 +1 位作者 张钊 陈明宇 《高技术通讯》 CAS 北大核心 2024年第11期1178-1188,共11页
模拟流量通常是系统能力与服务质量评估和优化的常见手段,而常用工具往往存在硬件模拟成本高、不灵活、软件模拟流量特征精度差的问题。如何低成本精确再现负载流量特征是一个挑战。为此,本文提出了一种高精度、低成本的方法实现对测试... 模拟流量通常是系统能力与服务质量评估和优化的常见手段,而常用工具往往存在硬件模拟成本高、不灵活、软件模拟流量特征精度差的问题。如何低成本精确再现负载流量特征是一个挑战。为此,本文提出了一种高精度、低成本的方法实现对测试负载的流量特征控制。使用独立的流量特征控制中间件LightShaper对流量负载进行缓冲、汇聚、同步,并使用一种基于占位包填充的软件方法,在标准网卡上实现了高精度的包间隔控制。LightShaper能按需塑造流量负载的速率波形与包间隔分布波形,提供了流量整形、多源同步、延迟变换、流内乱序变换等不同功能,达到接近硬件的包间隔控制精度。在随机包间隔分布测试中,LightShaper在均方误差和KL散度这2个分布拟合度指标上,相比传统基于计时器的软件方法,分别实现了6.67~28.10倍和2.01~18.88倍的提升,便于低成本灵活复现评测负载。 展开更多
关键词 流量整形 速率控制 测试负载 包间隔分布
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BDD-DETR:高效感知小目标的锂电池表面缺陷检测
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作者 邢远秀 刘颛玮 +1 位作者 邢玉峰 王文波 《储能科学与技术》 北大核心 2025年第1期370-379,共10页
针对锂电池外壳端面缺陷尺度和形状差异大而导致小目标缺陷识别困难等问题,提出BDD-DETR(battery defects detection-detection transformer)的锂电池表面缺陷检测算法。BDD-DETR架构在通用的特征提取模块和检测头模块间融入全新的模块... 针对锂电池外壳端面缺陷尺度和形状差异大而导致小目标缺陷识别困难等问题,提出BDD-DETR(battery defects detection-detection transformer)的锂电池表面缺陷检测算法。BDD-DETR架构在通用的特征提取模块和检测头模块间融入全新的模块特征感知与融合网络,通过自适应特征感知模块和特征融合路径从多个方向融合网络的深层与浅层特征,增强关键特征信息响应并抑制冗余特征,进一步提升模型多尺度特征融合能力和小目标感知能力;此外,为了减小缺陷边界框回归时的距离偏差和形状偏差,采用Shape IoU(shape intersection over union)损失函数训练网络模型。实验结果表明,在构建的锂电池端面缺陷数据集上,与CoDETR(collaborative-detection transformer)比较,BDD-DETR平均精度提升了3.7%,小尺度目标检测精度提升了8.9%,平均召回率提升了1.1%,在锂电池的小目标缺陷检测性能上优于目前一些先进的目标检测方法。 展开更多
关键词 锂离子电池 缺陷检测 Co-DETR 特征感知与融合网络 shape IoU损失
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过犹不及:金字塔层级对地方国有企业创新的非线性影响研究 被引量:2
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作者 李善民 张昕玥 +1 位作者 赖烽辉 王雷 《证券市场导报》 北大核心 2025年第1期3-14,26,共13页
增强国有企业创新力是进一步做强做优做大国有资本和国有企业的关键。本文从资源动态演进的视角,考察了金字塔股权架构对地方国有企业创新的非线性影响,并探寻促进地方国有企业创新的有效途径。研究发现,地方国有企业金字塔层级与创新... 增强国有企业创新力是进一步做强做优做大国有资本和国有企业的关键。本文从资源动态演进的视角,考察了金字塔股权架构对地方国有企业创新的非线性影响,并探寻促进地方国有企业创新的有效途径。研究发现,地方国有企业金字塔层级与创新产出之间呈现显著的倒U型关系,且金字塔层级位于3~4层时最有利于地方国有企业创新。进一步地,这一倒U型关系的形成机制为资源释放和资源侵蚀在金字塔层级叠加过程中的动态演进:当金字塔层级较少时,市场化改革的资源释放效应提高了企业的创新产出;当金字塔层级较多时,代理问题导致的资源侵蚀效应降低了企业的创新意愿,呈现“过犹不及”的态势。本文证实了地方国有企业金字塔层级对创新的非线性影响,丰富了地方国有企业金字塔股权架构经济后果的研究,对地方国有企业治理模式选择和创新能力提升具有重要启示。 展开更多
关键词 金字塔层级 地方国有企业 倒U型 创新
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非遗缠花纹样在现代女包设计的感性工学应用 被引量:5
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作者 虞黛筠 任本慧 谢霜 《皮革科学与工程》 北大核心 2025年第3期92-98,105,共8页
为探究非遗缠花纹样在现代女包上的感性工学设计应用途径,基于感性工学原理,选取15款非遗缠花纹样,采用绘图软件绘制出刺激图,筛选确定12对感性评价形容词汇并设计问卷进行调查。以25~40岁热爱传统文化且学历为本科以上女性为调查对象... 为探究非遗缠花纹样在现代女包上的感性工学设计应用途径,基于感性工学原理,选取15款非遗缠花纹样,采用绘图软件绘制出刺激图,筛选确定12对感性评价形容词汇并设计问卷进行调查。以25~40岁热爱传统文化且学历为本科以上女性为调查对象并发放问卷,采用SPSS软件对调查数据进行均值分析、因子分析和聚类分析,通过形状纹样演变法则,选取典型样本,建立因子库,提取设计元素融入到现代女包设计中。结果表明:影响非遗缠花纹样的感性因子分别为视觉因子和造型因子。选取其中满意度最高的方案一纹样应用于现代女包设计,所设计的非遗缠花女士皮包外观效果和谐统一,有利于促进非遗缠花纹样与现代女包设计的有机结合。 展开更多
关键词 缠花 纹样 包袋设计 形状文法 感性工学 革制品 产品设计
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径向涡轮分子泵叶片结构优化及仿真分析 被引量:1
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作者 谢元华 佟英博 +6 位作者 谢天意 王桂鹏 窦仁超 孟冬辉 刘坤 孙立臣 闫荣鑫 《真空科学与技术学报》 北大核心 2025年第1期36-42,共7页
涡轮分子泵广泛应用于大科学装置、核物理工业、半导体及薄膜工业。径向涡轮分子泵转子叶列结构简单,叶列排气端呈圆弧形外扩排布,有利于叶片间气体粒子正向传输,提升了抽气效率。文章以径向结构涡轮分子泵为研究对象,基于稀薄气体传输... 涡轮分子泵广泛应用于大科学装置、核物理工业、半导体及薄膜工业。径向涡轮分子泵转子叶列结构简单,叶列排气端呈圆弧形外扩排布,有利于叶片间气体粒子正向传输,提升了抽气效率。文章以径向结构涡轮分子泵为研究对象,基于稀薄气体传输理论,采用数学粒子追踪方法,对9种不同形状的叶片结构进行对比分析,使用COMSOL软件模拟不同叶片结构下叶列间气体粒子的正、反向传输几率,探究叶片形状对气体粒子正、反向传输几率和压缩比的影响。结果表明,涡轮分子泵转子叶片一侧为弧形凸面结构,另一侧为平面结构时,分子泵的压缩比提升1个数量级,分子泵性能显著提升。研究对涡轮分子泵的设计与优化具有一定的参考价值和指导意义。 展开更多
关键词 涡轮分子泵 径向 叶片形状 传输几率 压缩比
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中黄1号加工不同造型黄茶的品质比较 被引量:1
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作者 敖存 师大亮 +3 位作者 牛小军 张霖 郭敏明 赵芸 《浙江农业科学》 2025年第1期160-163,共4页
为了解加工黄茶的适制性,开发不同造型的黄茶产品,提升产业活力。将中黄1号茶树品种鲜叶加工成5种不同造型的黄茶产品,通过感官审评和理化成分测定分析,结果表明,中黄1号具有良好的黄茶适制性,加工卷曲形和朵形黄茶品质更佳,色泽嫩黄鲜... 为了解加工黄茶的适制性,开发不同造型的黄茶产品,提升产业活力。将中黄1号茶树品种鲜叶加工成5种不同造型的黄茶产品,通过感官审评和理化成分测定分析,结果表明,中黄1号具有良好的黄茶适制性,加工卷曲形和朵形黄茶品质更佳,色泽嫩黄鲜润,香气嫩甜,滋味甘醇,带汤香。不同做形工艺对黄茶品质的影响较大,对其理化成分溶出的影响大于对其绝对含量的影响。过长的做形时间会明显增加酯型儿茶素浓度,从而增加苦涩味,降低滋味品质。 展开更多
关键词 做形工艺 黄茶 品质
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畜牧专业学位研究生培养模式探索与实践——以河南农业大学家禽研究团队为例 被引量:1
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作者 李建群 王永才 +4 位作者 康相涛 李转见 蒋瑞瑞 郭玉洁 韩瑞丽 《中国家禽》 北大核心 2025年第7期159-164,共6页
随着我国专业学位研究生招生规模不断扩大,以及传统畜牧业向现代畜牧业的转型,培养对我国畜牧业充满责任感和使命感、专业基础知识扎实、实践动手能力强、适应畜牧行业高质量发展的高素质人才至关重要。根据国家对专业硕士的培养目标和... 随着我国专业学位研究生招生规模不断扩大,以及传统畜牧业向现代畜牧业的转型,培养对我国畜牧业充满责任感和使命感、专业基础知识扎实、实践动手能力强、适应畜牧行业高质量发展的高素质人才至关重要。根据国家对专业硕士的培养目标和要求,针对畜牧专业学位研究生培养中存在的问题,河南农业大学家禽研究团队探索实践了价值塑造、知识传授和能力培养“三位一体”畜牧专业学位研究生培养模式。结果显示:“三位一体”模式实施后毕业后去一线企业人数、考博人数、学术科研获奖、发表文章和申请专利数量、获得奖学金等奖励、校外实践基地数量、参与实践活动和服务企业人次均显著提高,尤其是毕业后考博人数、参与专业实践活动等人数得到了大幅度提升。研究表明,“三位一体”模式有望为我国动物科学专业人才培养改革提供借鉴与参考。 展开更多
关键词 专业学位研究生 价值塑造 知识传授 能力培养 培养模式
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