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Three-dimensional positions of scattering centers reconstruction from multiple SAR images based on radargrammetry 被引量:3
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作者 钟金荣 文贡坚 +1 位作者 回丙伟 李德仁 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1776-1789,共14页
A method and procedure is presented to reconstruct three-dimensional(3D) positions of scattering centers from multiple synthetic aperture radar(SAR) images. Firstly, two-dimensional(2D) attribute scattering centers of... A method and procedure is presented to reconstruct three-dimensional(3D) positions of scattering centers from multiple synthetic aperture radar(SAR) images. Firstly, two-dimensional(2D) attribute scattering centers of targets are extracted from 2D SAR images. Secondly, similarity measure is developed based on 2D attributed scatter centers' location, type, and radargrammetry principle between multiple SAR images. By this similarity, we can associate 2D scatter centers and then obtain candidate 3D scattering centers. Thirdly, these candidate scattering centers are clustered in 3D space to reconstruct final 3D positions. Compared with presented methods, the proposed method has a capability of describing distributed scattering center, reduces false and missing 3D scattering centers, and has fewer restrictionson modeling data. Finally, results of experiments have demonstrated the effectiveness of the proposed method. 展开更多
关键词 multiple synthetic aperture radar(SAR) images three-dimensional scattering center position reconstruction radargrammetry
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Bi-level programming model for reconstruction of urban branch road network 被引量:6
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作者 史峰 黄恩厚 +1 位作者 陈群 王英姿 《Journal of Central South University》 SCIE EI CAS 2009年第1期172-176,共5页
Considering the decision-making variables of the capacities of branch roads and the optimization targets of lowering the saturation of arterial roads and the reconstruction expense of branch roads, the bi-level progra... Considering the decision-making variables of the capacities of branch roads and the optimization targets of lowering the saturation of arterial roads and the reconstruction expense of branch roads, the bi-level programming model for reconstructing the branch roads was set up. The upper level model was for determining the enlarged capacities of the branch roads, and the lower level model was for calculating the flows of road sections via the user equilibrium traffic assignment method. The genetic algorithm for solving the bi-level model was designed to obtain the reconstruction capacities of the branch roads. The results show that by the bi-level model and its algorithm, the optimum scheme of urban branch roads reconstruction can be gained, which reduces the saturation of arterial roads apparently, and alleviates traffic congestion. In the data analysis the arterial saturation decreases from 1.100 to 0.996, which verifies the micro-circulation transportation's function of urban branch road network. 展开更多
关键词 branch road reconstruction bi-level programming model micro-circulation traffic
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Microstructure modeling and virtual test of asphalt mixture based on three-dimensional discrete element method 被引量:4
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作者 马涛 张德育 +2 位作者 张垚 赵永利 黄晓明 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第6期1525-1534,共10页
The objective of this work is to model the microstructure of asphalt mixture and build virtual test for asphalt mixture by using Particle Flow Code in three dimensions(PFC^(3D))based on three-dimensional discrete elem... The objective of this work is to model the microstructure of asphalt mixture and build virtual test for asphalt mixture by using Particle Flow Code in three dimensions(PFC^(3D))based on three-dimensional discrete element method.A randomly generating algorithm was proposed to capture the three-dimensional irregular shape of coarse aggregate.And then,modeling algorithm and method for graded aggregates were built.Based on the combination of modeling of coarse aggregates,asphalt mastic and air voids,three-dimensional virtual sample of asphalt mixture was modeled by using PFC^(3D).Virtual tests for penetration test of aggregate and uniaxial creep test of asphalt mixture were built and conducted by using PFC^(3D).By comparison of the testing results between virtual tests and actual laboratory tests,the validity of the microstructure modeling and virtual test built in this study was verified.Additionally,compared with laboratory test,the virtual test is easier to conduct and has less variability.It is proved that microstructure modeling and virtual test based on three-dimensional discrete element method is a promising way to conduct research of asphalt mixture. 展开更多
关键词 asphalt mixture microstructure modeling virtual test discrete element method three-dimensional method
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Three-dimensional forward modeling for magnetotelluric sounding by finite element method 被引量:3
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作者 童孝忠 柳建新 +3 位作者 谢维 徐凌华 郭荣文 程云涛 《Journal of Central South University》 SCIE EI CAS 2009年第1期136-142,共7页
A finite element algorithm combined with divergence condition was presented for computing three-dimensional(3D) magnetotelluric forward modeling. The finite element equation of three-dimensional magnetotelluric forwar... A finite element algorithm combined with divergence condition was presented for computing three-dimensional(3D) magnetotelluric forward modeling. The finite element equation of three-dimensional magnetotelluric forward modeling was derived from Maxwell's equations using general variation principle. The divergence condition was added forcedly to the electric field boundary value problem, which made the solution correct. The system of equation of the finite element algorithm was a large sparse, banded, symmetric, ill-conditioned, non-Hermitian complex matrix equation, which can be solved using the Bi-CGSTAB method. In order to prove correctness of the three-dimensional magnetotelluric forward algorithm, the computed results and analytic results of one-dimensional geo-electrical model were compared. In addition, the three-dimensional magnetotelluric forward algorithm is given a further evaluation by computing COMMEMI model. The forward modeling results show that the algorithm is very efficient, and it has a lot of advantages, such as the high precision, the canonical process of solving problem, meeting the internal boundary condition automatically and adapting to all kinds of distribution of multi-substances. 展开更多
关键词 magnetotelluric sounding three-dimensional forward modeling finite element method general variation principle divergence condition
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SAR regional all-azimuth observation orbit design for target 3D reconstruction
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作者 WANG Yanan ZHOU Chaowei +1 位作者 LIU Aifang MAO Qin 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第3期609-618,共10页
Three-dimensional(3D) synthetic aperture radar(SAR)extends the conventional 2D images into 3D features by several acquisitions in different aspects. Compared with 3D techniques via multiple observations in elevation, ... Three-dimensional(3D) synthetic aperture radar(SAR)extends the conventional 2D images into 3D features by several acquisitions in different aspects. Compared with 3D techniques via multiple observations in elevation, e.g. SAR interferometry(InSAR) and SAR tomography(TomoSAR), holographic SAR can retrieve 3D structure by observations in azimuth. This paper focuses on designing a novel type of orbit to achieve SAR regional all-azimuth observation(AAO) for embedded targets detection and holographic 3D reconstruction. The ground tracks of the AAO orbit separate the earth surface into grids. Target in these grids can be accessed with an azimuth angle span of360°, which is similar to the flight path of airborne circular SAR(CSAR). Inspired from the successive coverage orbits of optical sensors, several optimizations are made in the proposed method to ensure favorable grazing angles, the performance of 3D reconstruction, and long-term supervision for SAR sensors. Simulation experiments show the regional AAO can be completed within five hours. In addition, a second AAO of the same area can be duplicated in two days. Finally, an airborne SAR data process result is presented to illustrate the significance of AAO in 3D reconstruction. 展开更多
关键词 synthetic aperture radar(SAR) orbit design all-azimuth observation(AAO) three-dimensional(3D)reconstruction successive coverage
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Risk Assessment of Coal Mine Water Hazard Based on Three-Dimensional Model of Geology and Underground Space 被引量:1
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作者 Kai Zhang~1,Ming Huang~1,Bin Tang~2,Fan Cui~1 1.Laboratory of Coal Resources and Mine Safety,China University of Mining and Technology,Beijing 100083,China. 2.China Water Investment Co.Ltd,Beijing 100053,China 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期279-279,共1页
Mine safety have top-five disasters,which including the water,gas,fire,dust and geological dynamic disaster.The coal mine water disaster is one of the important factors which restricted the development of China’s coa... Mine safety have top-five disasters,which including the water,gas,fire,dust and geological dynamic disaster.The coal mine water disaster is one of the important factors which restricted the development of China’s coal production.It is showed by statistics that 60%of mine accidents are affected by groundwater,which not only result in the production losses,casualties and a variety of 展开更多
关键词 DISASTER risk assessment three-dimensional model of GEOLOGY and UNDERGROUND space emergency RESCUE
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Prediction of three-dimensional elastic behavior of filament-wound composites based on the bridging model
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作者 Dong-mei Yin Bao-ming Li Hong-cheng Xiao 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第2期609-616,共8页
This work provides a method to predict the three-dimensional equivalent elastic properties of the filament-wound composites based on the multi-scale homogenization principle.In the meso-scale,a representative volume e... This work provides a method to predict the three-dimensional equivalent elastic properties of the filament-wound composites based on the multi-scale homogenization principle.In the meso-scale,a representative volume element(RVE)is defined and the bridging model is adopted to establish a theoretical predictive model for its three-dimensional equivalent elastic constants.The results obtained through this method for the previous experimental model are compared with the ones gained respectively by experiments and classical laminate theory to verify the reliability of this model.In addition,the effects of some winding parameters,such as winding angle,on the equivalent elastic behavior of the filament-wound composites are analyzed.The rules gained can provide a theoretical reference for the optimum design of filament-wound composites. 展开更多
关键词 Lightweight design Filament-wound composites Bridging model three-dimensional elastic properties
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Micromorphological characterization and random reconstruction of 3D particles based on spherical harmonic analysis 被引量:3
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作者 SHI Chong SHEN Jun-liang +2 位作者 XU Wei-ya WANG Ru-bin WANG Wei 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第5期1197-1206,共10页
The microscopic characteristics of skeletal particles in rock and soil media have important effects on macroscopic mechanical properties.A mathematical procedure called spherical harmonic function analysis was here de... The microscopic characteristics of skeletal particles in rock and soil media have important effects on macroscopic mechanical properties.A mathematical procedure called spherical harmonic function analysis was here developed to characterize micromorphology of particles and determine the meso effects in a discrete manner.This method has strong mathematical properties with respect to orthogonality and rotating invariance.It was used here to characterize and reconstruct particle micromorphology in three-dimensional space.The applicability and accuracy of the method were assessed through comparison of basic geometric properties such as volume and surface area.The results show that the micromorphological characteristics of reproduced particles become more and more readily distinguishable as the reproduced order number of spherical harmonic function increases,and the error can be brought below 5%when the order number reaches 10.This level of precision is sharp enough to distinguish the characteristics of real particles.Reconstructed particles of the same size but different reconstructed orders were used to form cylindrical samples,and the stress-strain curves of these samples filled with different-order particles which have their mutual morphological features were compared using PFC3D.Results show that the higher the spherical harmonic order of reconstructed particles,the lower the initial compression modulus and the larger the strain at peak intensity.However,peak strength shows only a random relationship to spherical harmonic order.Microstructure reconstruction was here shown to be an efficient means of numerically simulating of multi-scale rock and soil media and studying the mechanical properties of soil samples. 展开更多
关键词 MESO particle three-dimensional MICROMORPHOLOGY SPHERICAL harmonic function RANDOM reconstruction MULTI-SCALE
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Three-dimensional finite element analysis on effects of tunnel construction on nearby pile foundation 被引量:6
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作者 杨敏 孙庆 +1 位作者 李卫超 马亢 《Journal of Central South University》 SCIE EI CAS 2011年第3期909-916,共8页
A three-dimensional finite element simulation was carried out to investigate the effects of tunnel construction on nearby pile foundation.The displacement controlled model (DCM) was used to simulate the tunneling-indu... A three-dimensional finite element simulation was carried out to investigate the effects of tunnel construction on nearby pile foundation.The displacement controlled model (DCM) was used to simulate the tunneling-induced volume loss effects.The numerical model was verified based on the results of a centrifuge test and a set of parametric studies was implemented based on this model.There is good agreement between the trend of the results of the centrifuge test and the present model.The results of parametric studies show that the tunnelling-induced pile internal force and deformation depend mainly on the pile?tunnel distance,the pile length to tunnel depth ratio and the volume loss.Two different zones are separated by a 45° line projected from the tunnel springline.Within the zone of influence,the pile is subjected to tensile force and large settlement;whereas outside the zone of influence,dragload and small settlement are induced.It is also established that the impact of tunnelling on a pile group is substantially smaller as compared with a single pile in the same location with the rear pile in a group,demonstrating a positive pile group effect. 展开更多
关键词 finite element analysis TUNNELLING pile foundation three-dimensional simulation displacement controlled model
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Individual Cranium Reconstruction with CAD/CAM
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作者 LI Jia, LIU Kun-di, HUANG Tian (School of Mechanical Engineering, Tianjin University, Tianjin 300072, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期161-,共1页
Treatment of cranium and maxilla defects using CAD/ CA M techniques has been under the way. This makes it possible to rehabilitate the defective skull, to protect the intracranial structure from damage and to give t h... Treatment of cranium and maxilla defects using CAD/ CA M techniques has been under the way. This makes it possible to rehabilitate the defective skull, to protect the intracranial structure from damage and to give t he patient an individual implant with satisfying visual effect at same time. The general process of treatment are picking-up the shape information of defective skull from CT pictures of the patient, reconstructing 3-dimensional model of t he defect part, transforming the image data into manufacture data, and manufactu ring stage by means of choosing manufacture methods and certain material. As the prophase work a set of techniques was illustrated in the paper. The way of transforming helical CT data into an individual implant was introduced generally . Meanwhile, a prospective study of computer aided design and manufacture of tit anium skull for cranioplasty was reported. On these basic efforts, several resea rches and developments of relative techniques were described in detail inclu ding data conversion, 3-dimensional modeling and acquisition of the defect part geometric model. Data conversion focused on three points. The first one is about transforming the original CT information into digital data. The second one is about converting t he bitmap format data into vectorgraph format that is available for geometric mo deling in CAD system. And the third one is about finding a datum of all sect ion information in order to put the single slices together. The reconstructing o f 3-demetional entire skull model is achieved with two kinds of model. The 3D w ire model, which consists of a set of wires, is accomplished by translating the 2D plane information into 3D data in CAD system. This wire model is constructed ulteriorly to a surface model. During the efforts of gaining the surfaces geomet ry of the defect part, different means is used depending on where the defect loc ation is. Once the numerical based 3-dimensional model of the skull defect is e stablished the fixation design becomes a critical factors during the surgery, wh ich decides the vision effect and plays an important role in the success of the operation. For a finer prognosis a fixation interface, which is generated by the borders of the defect part and the surface contours considering the non-affect ed neighboring contours, is arranged. 展开更多
关键词 CRANIOPLASTY CAD/CAM reconstruction 3-dimensi onal model
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基于匹配的模型卸载边缘联邦学习方法
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作者 顾永跟 张吕基 +1 位作者 吴小红 陶杰 《计算机应用研究》 北大核心 2025年第1期139-148,共10页
针对边缘计算环境下联邦学习中因资源异质性导致的“滞后者”效应等问题,提出基于匹配的模型卸载边缘联邦学习方法(Fed-MBMO)。该方法通过收集边缘设备的性能分析结果,将设备分别划分为强、弱客户端,考虑了模型训练的四个阶段时间占比,... 针对边缘计算环境下联邦学习中因资源异质性导致的“滞后者”效应等问题,提出基于匹配的模型卸载边缘联邦学习方法(Fed-MBMO)。该方法通过收集边缘设备的性能分析结果,将设备分别划分为强、弱客户端,考虑了模型训练的四个阶段时间占比,弱客户端通过冻结部分模型以节省在特征层上反向传播的时间,并将模型卸载至“强客户端”进行额外的训练,最后将强客户端模型的特征层与弱客户端的全连接层进行模型重构。为提高模型卸载效率,综合考虑模型特征层的相似度与任务完成时间构建了卸载成本矩阵,并将问题转换为迭代求解基于二部图的最优匹配问题,提出基于Kuhn-Munkres(KM)的模型卸载算法并进一步分析了Fed-MBMO算法的时间复杂度。实验结果表明,在资源与数据极端异质的情况下,该方法能够加速模型收敛,模型训练时间与FedAvg、FedUE和Aergia相比分别平均减少46.65%、12.66%、38.07%。实验结果证明了所提的Fed-MBMO算法能够有效解决“滞后者”效应问题并显著提高联邦学习效率。 展开更多
关键词 联邦学习 滞后者效应 模型卸载 强弱匹配 资源异质性 模型重构 边缘计算
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基于逆向分析的车辆对碰事故再现系统
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作者 刘永涛 高隆鑫 +3 位作者 方腾源 闫星培 杨京帅 滑海宁 《西南交通大学学报》 北大核心 2025年第3期671-678,共8页
为提高车辆对碰事故再现的精度与有效性,基于动量与动量矩守恒定理,建立车辆碰撞速度计算方程组,并通过碰撞坐标系旋转变换,构建车辆碰撞瞬间的解析模型;其次,将碰撞事故过程分阶段进行分析,构建车辆三维车身动力学模型;最后,基于3D MAX... 为提高车辆对碰事故再现的精度与有效性,基于动量与动量矩守恒定理,建立车辆碰撞速度计算方程组,并通过碰撞坐标系旋转变换,构建车辆碰撞瞬间的解析模型;其次,将碰撞事故过程分阶段进行分析,构建车辆三维车身动力学模型;最后,基于3D MAX和OpenGL图形技术以及基础数据库技术,设计碰撞事故重建系统,并通过真实对向碰撞(对碰)事故案例进行仿真分析,以验证系统的精度和有效性.研究结果表明:该系统模拟车速的平均相对误差小于5.1%,车辆运动轨迹吻合程度的平均相关性为0.85,有效解决了模拟车辆碰撞瞬间逆向不确定性方程组解析化难题. 展开更多
关键词 逆向算法 车辆对向碰撞 事故再现 动力学计算模型 3维再现
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基于非插值卷积自编码器的湍流降阶模型
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作者 武频 张波 +1 位作者 宋超 周铸 《西北工业大学学报》 北大核心 2025年第1期149-153,共5页
降阶模型通过代理数值模拟,有效降低了大规模流体动力学问题的计算成本。其中,降维和重构方法是降阶模型的关键组成部分。传统的本征正交分解基于线性映射,常常在处理流场时损失大量非线性流动信息。全连接结构的自编码器在处理较大规... 降阶模型通过代理数值模拟,有效降低了大规模流体动力学问题的计算成本。其中,降维和重构方法是降阶模型的关键组成部分。传统的本征正交分解基于线性映射,常常在处理流场时损失大量非线性流动信息。全连接结构的自编码器在处理较大规模流场网格时会导致模型参数爆炸,难以有效训练。为了获得均匀流场快照,卷积自编码器一般需要在流场上进行均匀插值,这通常伴随着插值误差和不必要的时间成本。为解决这些问题,提出了一种创新的非插值卷积自编码器,该模型可以提取流场的非线性特征,降低参数量,避免插值误差和额外的计算成本。在二维圆柱绕流算例上,降维重构的均方根误差均约为1×10^(-3),速度云图和绝对误差云图展示了非插值卷积自编码器在重构方面的卓越性能。 展开更多
关键词 降阶模型 非插值卷积自编码器 降维重构
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基于单幅图像形状特征的三维漫画人脸重建
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作者 孙刘杰 王佳耀 王文举 《计算机工程与应用》 北大核心 2025年第1期282-290,共9页
针对单幅图像的三维漫画人脸重建存在地标检测准确性差和生成模型还原高频细节能力低的问题,提出了一种多尺度特征融合与高频信息映射的两阶段方法。在第一阶段中,多尺度通道融合地标检测器用于提高检测的准确性。其中多尺度特征由HRNe... 针对单幅图像的三维漫画人脸重建存在地标检测准确性差和生成模型还原高频细节能力低的问题,提出了一种多尺度特征融合与高频信息映射的两阶段方法。在第一阶段中,多尺度通道融合地标检测器用于提高检测的准确性。其中多尺度特征由HRNet产生;由通道注意力和Swin Transformer构成的注意力层用于多尺度通道融合特征提取;为了提高生成地标的精度,损失函数由地标损失和热图损失两部分构成。在第二阶段中,傅里叶特征共享层变形网络使生成的三维漫画人脸具有更丰富的高频形状细节。其中傅里叶特征映射提取高维特征,使网络学习更多形状的高频信息;共享层超网络加快了网络的收敛和重建速度。该方法应用于CaricatureFace和3DCaricShop数据集。实验结果表明,该方法中的地标检测器的平均检测误差减少了4.4%;变形网络在形状重建上的均方误差减少了26%,并且平均重建时间减少了18%;最终重建出的三维漫画人脸具有夸张的形状和自然的细节。 展开更多
关键词 地标检测 三维漫画人脸 人脸重建 三维形变模型 深度学习 自解码器
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基于降阶模型的配网电缆温度场数字孪生建模方法
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作者 牛海清 黄世杰 +4 位作者 王东 马海涛 范华 翁利国 刘刚 《华南理工大学学报(自然科学版)》 北大核心 2025年第1期10-20,共11页
电力设备的物理状态感知是建设智能电网的关键点之一。数字孪生技术可实时映射并快速预测设备的物理状态,但现有建模方法难以满足电缆温度场数字孪生模型的实时计算要求。鉴于此,该文提出了一种基于降阶模型的配网电缆温度场数字孪生建... 电力设备的物理状态感知是建设智能电网的关键点之一。数字孪生技术可实时映射并快速预测设备的物理状态,但现有建模方法难以满足电缆温度场数字孪生模型的实时计算要求。鉴于此,该文提出了一种基于降阶模型的配网电缆温度场数字孪生建模方法。首先,建立电缆多物理场全阶模型,基于奇异值分解和响应面插值方法建立其稳态温度场降阶模型;然后,结合稳态温度场降阶模型及电缆表面温度数据,通过实时求解多回路电缆传热反问题重构当前的电缆内部瞬态温度场,并基于排管敷设电缆温升试验验证了方法的正确性。进一步地,将该方法应用于实际运行的10kV电缆的内部瞬态温度场重构,将重构结果作为已知初始状态,基于稳态温度场降阶模型和改进叠加法快速预测应急状态下的电缆导体温度。与全阶模型相比,电缆导体温度重构值的最大相对误差为1.76%,应急状态运行的导体温度预测误差为1.01%,单次重构和预测计算时间分别为8.1s和3.6s,计算效率分别提高约35555倍和6000倍。该方法兼顾了计算速度、计算精度和建模成本,对其他类型电力设备温度场数字孪生建模具有参考意义。 展开更多
关键词 配网电缆 数字孪生 降阶模型 温度场重构
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面向局部点云信息缺失的模型重构方法
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作者 常正平 袁国帅 +2 位作者 李玖桦 赵阳 王仲奇 《工程科学与技术》 北大核心 2025年第2期54-63,共10页
面向新一代航空航天型号高性能制造需求,基于实测数据的性能预测方法愈来愈得到广泛应用。然而,受限于零件尺寸大、结构遮挡多和设备性能不足等问题,该方法难以获得零件完整的实测数据,影响了产品性能预测精度。为此,提出面向局部点云... 面向新一代航空航天型号高性能制造需求,基于实测数据的性能预测方法愈来愈得到广泛应用。然而,受限于零件尺寸大、结构遮挡多和设备性能不足等问题,该方法难以获得零件完整的实测数据,影响了产品性能预测精度。为此,提出面向局部点云缺失的模型重构方法,构建扫描区域与点云缺失区域的拓扑关系,求得缺失区域的表面点集。首先,提取理论3维模型表面几何信息,并将其转换至拉普拉斯坐标系;其次,将扫描点云数据进行划分,结合粗配准与迭代最近点(ICP)精配准算法进行区域匹配,得到理论模型上与扫描点云对应的区域;然后,采用拉普拉斯网格变换使匹配区域驱动理论三角网格发生形变,并用扫描点云替换对应区域,得到零件完整点云。最后,以飞机起落架外筒为例,采用传统方法与本文方法进行对比,发现当扫描点云覆盖达到一定范围时,所提方法的最大偏差为0.145 mm,显著低于传统方法的0.717 mm,验证了该方法在重构模型精度上的提升。 展开更多
关键词 局部点云 信息缺失 模型重构 拉普拉斯网格变换
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基于三维结构模型的晚稻杨梅冠层光分布模拟研究
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作者 华珊 李双伟 +2 位作者 张淑文 戚行江 张真真 《中国农机化学报》 北大核心 2025年第4期80-85,共6页
果树冠层形态结构决定其冠层内部的光分布情况,果园修剪管理通过改变冠层内微环境进而影响果树的生长发育和光截获能力,最终影响果实产量和品质形成。以晚稻杨梅果树自然生长与修剪管理两种树型结构为研究对象,采用多视角图像序列法重... 果树冠层形态结构决定其冠层内部的光分布情况,果园修剪管理通过改变冠层内微环境进而影响果树的生长发育和光截获能力,最终影响果实产量和品质形成。以晚稻杨梅果树自然生长与修剪管理两种树型结构为研究对象,采用多视角图像序列法重建杨梅树冠层三维结构,结合三维辐射模型和光线追踪算法定量模拟冠层内光分布规律。结果表明,多视角图像序列法可以较好地重建杨梅树冠层形态结构,果树主要形态参数模型提取值与人工实测值之间具有较好的一致性,均方根误差RMSE<19.3 cm。自然生长树型结构较为紧凑,叶片相对集中,光截获量大多集中于冠层顶部,中下部由于枝条叶片的遮挡,截获光照较少。修剪后,果树矮化,枝条分布松散均匀,尤其冠层中下部枝条叶片遮挡较少,整体叶面积较自然生长树型增加16.3%,中下部光截获系数高于自然生长树型。修剪管理使得晚稻杨梅的叶片光截获能力提高15.8%。可用于定量分析不同修剪方案形成的树型结构对果树冠层光分布和光截获量的影响,为杨梅果树整形修剪装备智能化决策提供数据参考。 展开更多
关键词 晚稻杨梅 多视角图像 三维重建 冠层结构 光分布 辐射模型
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园区环境下的烟头小目标检测算法研究
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作者 白亚腾 刘润翌 《安全与环境学报》 北大核心 2025年第8期3060-3068,共9页
园区内的烟头检测对于生态环境质量提高和火灾隐患排除都具有重要研究意义,但园区场景下的烟头存在尺寸小、特征不明显等问题。为获得一个效果较好的园区烟头小目标检测模型,在原始YOLOv9模型的基础上,针对该模型在烟头小目标检测任务... 园区内的烟头检测对于生态环境质量提高和火灾隐患排除都具有重要研究意义,但园区场景下的烟头存在尺寸小、特征不明显等问题。为获得一个效果较好的园区烟头小目标检测模型,在原始YOLOv9模型的基础上,针对该模型在烟头小目标检测任务中计算量冗余的缺陷提出改进和验证。首先,将部分卷积PConv引入RepNCSPELAN4模块中,以提升网络对目标特征提取效率,减少计算量;其次,将最近邻插值上采样模块重新设计为基于特征重组的上采样器,用更大感受野来感知特征并进一步实现网络轻量化;最后,在烟头数据集上进行对比与消融试验,该算法的平均精度达到87.4%,参数量降至83.8 MB,相较于原模型,检测效果得到提升。研究旨在通过深度学习的应用,得到有效的烟头检测模型,推动园区公共场所无烟环境的发展。 展开更多
关键词 安全工程 小目标检测 YOLOv9模型 轻量化模型 特征重组
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高速列车测量噪声的滑模观测器重构方法
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作者 何静 赵潇 +1 位作者 刘建华 肖明杰 《机械设计与制造》 北大核心 2025年第8期124-130,共7页
针对高速列车系统中存在的传感器测量噪声问题,提出了一种基于滑模观测器的测量噪声重构方法。从高速列车17自由度横向振动的1/2整车模型入手,构造了在测量噪声影响下的列车等效模型,通过定义辅助的状态变量作为输出信号滤波器,将传感... 针对高速列车系统中存在的传感器测量噪声问题,提出了一种基于滑模观测器的测量噪声重构方法。从高速列车17自由度横向振动的1/2整车模型入手,构造了在测量噪声影响下的列车等效模型,通过定义辅助的状态变量作为输出信号滤波器,将传感器的测量噪声等效转换为伪执行器噪声,对新的增广噪声状态空间系统设计了滑模观测器,并根据Lyapunov理论对所设计的系统进行了稳定性证明,同时利用滑模等值原理对测量噪声进行重构。最后通过Matlab/Simulink仿真验证了该方法对突变测量噪声和缓变测量噪声的重构效果,表明了所提方法的有效性。 展开更多
关键词 高速列车 1/2整车模型 测量噪声重构 滑模观测器
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TLIR:基于双层迭代细化模型的有限角CT重建
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作者 李青 王涛 +2 位作者 强彦 张斌 武炜 《太原理工大学学报》 北大核心 2025年第5期839-854,共16页
【目的】有限角度重建是计算机断层扫描(CT)中典型的不适定问题。在实际应用中,受限于固定式扫描目标可供扫描角度有限和患者承受辐射能力等问题,通常无法获得完整的投影数据,通过传统分析迭代方法重建的图像会出现严重的结构失真和倾... 【目的】有限角度重建是计算机断层扫描(CT)中典型的不适定问题。在实际应用中,受限于固定式扫描目标可供扫描角度有限和患者承受辐射能力等问题,通常无法获得完整的投影数据,通过传统分析迭代方法重建的图像会出现严重的结构失真和倾斜伪影。【方法】针对该问题提出了一种双层迭代细化模型(TLIR)来恢复有限角度CT图像中缺失部分的结构细节,从中重建出高质量的CT图像。具体而言,修改去噪扩散概率模型使之适用于条件图像生成以实现图像域恢复问题,模型输出从噪声混叠的有限角CT图像开始,使用在各种噪声水平下训练的残差U-Net迭代细化输出图像。此外,深度模型在推理过程中会损坏采样部分的正弦数据,对此提出了名为DSEM的可学习模块来恢复被深度模型篡改的正弦数据。将两个模块交替执行,形成双层迭代细化模型。训练和推理过程中,双层迭代的结构也使得网络具备更加强大的鲁棒性。【结果】TLIR在90°和120°有限角度采样下都表现出强大的重建性能,在峰值信噪比方面比现有先进方法平均提升了2.0009 dB和2.5 dB,证明了本模型的有效性。 展开更多
关键词 计算机断层扫描(CT) 迭代重建 有限角度CT重建 扩散模型 数据保真约束
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