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Parametric modeling and applications of target scattering centers:a review
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作者 YIN Hongcheng YAN Hua 《Journal of Systems Engineering and Electronics》 CSCD 2024年第6期1411-1427,共17页
The parametric scattering center model of radar tar-get has the advantages of simplicity,sparsity and mechanism relevant,making it widely applied in fields such as radar data compression and rapid generation,radar ima... The parametric scattering center model of radar tar-get has the advantages of simplicity,sparsity and mechanism relevant,making it widely applied in fields such as radar data compression and rapid generation,radar imaging,feature extraction and recognition.This paper summarizes and analyzes the research situation,development trend,and difficult prob-lems on scattering center(SC)parametric modeling from three aspects:parametric representation,determination method of model parameters,and application. 展开更多
关键词 radar target scattering center(SC) parametric model radar target imaging radar target simulation radar tar-get recognition
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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 land FD-CSEM forward modeling using edge finite-element method 被引量:3
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作者 LIU Jian-xin LIU Peng-mao TONG Xiao-zhong 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第1期131-140,共10页
A modeling tool for simulating three-dimensional land frequency-domain controlled-source electromagnetic surveys,based on a finite-element discretization of the Helmholtz equation for the electric fields,has been deve... A modeling tool for simulating three-dimensional land frequency-domain controlled-source electromagnetic surveys,based on a finite-element discretization of the Helmholtz equation for the electric fields,has been developed.The main difference between our modeling method and those previous works is edge finite-element approach applied to solving the three-dimensional land frequency-domain electromagnetic responses generated by horizontal electric dipole source.Firstly,the edge finite-element equation is formulated through the Galerkin method based on Helmholtz equation of the electric fields.Secondly,in order to check the validity of the modeling code,the numerical results are compared with the analytical solutions for a homogeneous half-space model.Finally,other three models are simulated with three-dimensional electromagnetic responses.The results indicate that the method can be applied for solving three-dimensional electromagnetic responses.The algorithm has been demonstrated,which can be effective to modeling the complex geo-electrical structures.This efficient algorithm will help to study the distribution laws of3-D land frequency-domain controlled-source electromagnetic responses and to setup basis for research of three-dimensional inversion. 展开更多
关键词 three-dimensional model frequency-domain electromagnetic method horizontal electric dipole forward modeling edge finite-element
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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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Set-based parametric modeling, buckling and ultimate strength estimation of stiffened ship structures 被引量:1
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作者 LI Yi-bo PAN Qing +1 位作者 HUANG Ming-hui LI Lu 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第7期1958-1975,共18页
There have been a great demand for a suitable and convenient method in the field of buckling analysis of stiffened ship structures, which is essential to structural safety assessment and is significantly time-consumin... There have been a great demand for a suitable and convenient method in the field of buckling analysis of stiffened ship structures, which is essential to structural safety assessment and is significantly time-consuming. Modeling, buckling behaviors and ultimate strength prediction of stiffened panels were investigated. The modeling specification including nonlinear finite element model and imperfections generation, and post-buckling analysis procedure of stiffened plates were demonstrated. And a software tool using set-based finite element method was developed and executed in the MSC. Marc environment. Different types of stiffen panels of marine structures have been employed to investigate the buckling behavior and assess the validity in the estimation of ultimate strength. A comparison between results of the generally accepted methods, experiments and the software tool developed was demonstrated. It is shown that the software tool can predict the ultimate capacity of stiffened panels with imperfections with a good accuracy. 展开更多
关键词 BUCKLING ultimate strength stiffened plates parametric modeling ship structure
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Parametric modeling on spatial effect of excavation-damaged zone of underground cavern 被引量:1
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作者 刘会波 肖明 陈俊涛 《Journal of Central South University》 SCIE EI CAS 2013年第4期1085-1093,共9页
Regarding excavation-damaged zone (EDZ) around underground opening as non-homogeneous rockmass with spatial deterioration effect on stuffiness and strength, a parametric model of EDZ using radius-displacement-depend... Regarding excavation-damaged zone (EDZ) around underground opening as non-homogeneous rockmass with spatial deterioration effect on stuffiness and strength, a parametric model of EDZ using radius-displacement-dependent deformation modulus (RDDM) was proposed. Considering the nonlinearity characteristic of deformation and locality otherness of surrounding rock, deterioration parameter field of deformation modulus of rockmass around opening was quantitatively calculated through a given function. Applicability for multi-cavern condition and parameter sensibility of the model was analyzed by numerical experiments using synthetic data. Furthermore, the model was applied to identify EDZ of underground caverns of Pubugou hydropower station by calculating deterioration parameter field. Based on the parametric analysis of spatial effect and geological investigation, it is recognized that large radial deformation of deep fractured rock at the spandrel position and insufficient supporting bolts mainly result in great deformation pressure to act on the shotcrete and cause partial crack and spalling. It is shown that deterioration parameter field along the longitudinal axis of main powerhouse is evidently non-homogeneous in space and distributes exponentially along the radius from the opening. The model provides a simple and convenient way to identify the EDZ in the working state for rapid construction feedback analysis and support optimization of underground cavem from quantitative point of view and also aids in interpreting monitoring displacements and estimating support requirements. 展开更多
关键词 underground cavern excavation-damaged zone spatial effect parametric modeling deformation modulus
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Comparisons of three data storage models in parametric temporal databases 被引量:5
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作者 Seo-Young NOH Shashi K. GADIA Haengjin JANG 《Journal of Central South University》 SCIE EI CAS 2013年第7期1919-1927,共9页
The parametric temporal data model captures a real world entity in a single tuple, which reduces query language complexity. Such a data model, however, is difficult to be implemented on top of conventional databases b... The parametric temporal data model captures a real world entity in a single tuple, which reduces query language complexity. Such a data model, however, is difficult to be implemented on top of conventional databases because of its unfixed attribute sizes. XML is a matured technology and can be an elegant solution for such challenge. Representing data in XML trigger a question about storage efficiency. The goal of this work is to provide a straightforward answer to such a question. To this end, we compare three different storage models for the parametric temporal data model and show that XML is not worse than any other approaches. Furthermore, XML outperforms the other storages under certain conditions. Therefore, our simulation results provide a positive indication that the myth about XML is not true in the parametric temporal data model. 展开更多
关键词 data representation parametric data model XML-based representation
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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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Drivable generalized NeRF-based head model
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作者 Yue Wang Yudong Guo 《中国科学技术大学学报》 北大核心 2025年第1期46-57,45,I0001,I0002,共15页
In recent years,the concept of digital human has attracted widespread attention from all walks of life,and the modelling of high-fidelity human bodies,heads,and hands has been intensively studied.This paper focuses on... In recent years,the concept of digital human has attracted widespread attention from all walks of life,and the modelling of high-fidelity human bodies,heads,and hands has been intensively studied.This paper focuses on head modelling and proposes a generic head parametric model based on neural radiance fields.Specifically,we first use face recognition networks and 3D facial expression database FaceWarehouse to parameterize identity and expression semantics,respectively,and use both as conditional inputs to build a neural radiance field for the human head,thereby improving the head model’s representation ability while ensuring editing capabilities for the identity and expression of the rendered results;then,through a combination of volume rendering and neural rendering,the 3D representation of the head is rapidly rendered into the 2D plane,producing a high-fidelity image of the human head.Thanks to the well-designed loss functions and good implicit representation of the neural radiance field,our model can not only edit the identity and expression independently,but also freely modify the virtual camera position of the rendering results.It has excellent multi-view consistency,and has many applications in novel view synthesis,pose driving and more. 展开更多
关键词 neural radiance fields head parametric model semantic disentanglement novel view synthesis
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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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基于Creo Parametric软件平台的混合式建模方法研究 被引量:12
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作者 吴江奎 史庆春 《机械设计》 CSCD 北大核心 2013年第2期105-107,共3页
计算机辅助工业设计在设计流程中的应用越来越广泛。通过对参数化建模和自由式建模的对比研究,指出了这两种方法各自的弊端,提出基于Creo Parametric软件平台的混合式建模办法。以电吹风产品模型构建的案例来说明混合式建模方法的工作流... 计算机辅助工业设计在设计流程中的应用越来越广泛。通过对参数化建模和自由式建模的对比研究,指出了这两种方法各自的弊端,提出基于Creo Parametric软件平台的混合式建模办法。以电吹风产品模型构建的案例来说明混合式建模方法的工作流程,并通过模型分析验证了这种方法的可行性。 展开更多
关键词 Creo parametric 计算机辅助工业设计 混合式建模
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基于Creo Parametric的包装机曲柄滑块机构的优化设计 被引量:4
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作者 韩炬 冯华 黄家文 《包装工程》 CAS CSCD 北大核心 2013年第1期65-68,共4页
在Creo Parametric中,通过骨架模型,创建了偏置曲柄滑块机构模型,并对曲柄滑块机构进行了运动分析,应用Creo Parametric的行为建模功能,将滑块行程、最小压力角作为约束,对曲柄与连杆的长度进行了优化设计。该方法简单、实用性强,具有... 在Creo Parametric中,通过骨架模型,创建了偏置曲柄滑块机构模型,并对曲柄滑块机构进行了运动分析,应用Creo Parametric的行为建模功能,将滑块行程、最小压力角作为约束,对曲柄与连杆的长度进行了优化设计。该方法简单、实用性强,具有很大的推广价值,为曲柄滑块机构的设计提供了新的思路。 展开更多
关键词 Creo parametric 曲柄滑块机构 行为建模 优化设计
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基于Creo Parametric的易拉罐外形尺寸的优化设计 被引量:1
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作者 韩炬 曹利杰 郭亚楠 《包装工程》 CAS CSCD 北大核心 2012年第23期61-64,92,共5页
结合实例应用Creo Parametric的行为建模功能,对易拉罐的外形尺寸进行了优化设计。在Creo Paramet-ric中以易拉罐外形尺寸为设计变量,以易拉罐容积为约束条件,以易拉罐金属用量最小为设计目标,进行了优化设计。该方法操作简便、优化结... 结合实例应用Creo Parametric的行为建模功能,对易拉罐的外形尺寸进行了优化设计。在Creo Paramet-ric中以易拉罐外形尺寸为设计变量,以易拉罐容积为约束条件,以易拉罐金属用量最小为设计目标,进行了优化设计。该方法操作简便、优化结果可靠、推广性强。为易拉罐及其他包装容器的优化设计提供了新的思路。 展开更多
关键词 易拉罐 Creo parametric 行为建模 优化设计
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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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Parametric estimation of ultra wideband radar targets 被引量:1
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作者 Fan Ping Jing Zhanrong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第3期499-503,共5页
Based on the analysis of impulse response properties, a scattering model of ultra wideband (UWB) radar targets is developed to estimate the target parameters exactly. With this model, two algorithms of multiple sign... Based on the analysis of impulse response properties, a scattering model of ultra wideband (UWB) radar targets is developed to estimate the target parameters exactly. With this model, two algorithms of multiple signal classification (MUSIC), and matrix pencil (MP), are introduced to calculate the scattering center parameters of targets and their performances are compared. The simulation experiments show that there are no differences in the estimation precision of MUSIC and MP methods when the signal-to-noise ratio (SNR) is larger than 13 dB. However, the MP method has a better performance than that of MUSIC method when the SNR is smaller than 13 dB. Besides, the time consuming of MP method is less than that of MUSIC method. Therefore, the MP algorithm is preferred for the parametric estimation of UWB radar targets. 展开更多
关键词 ultra wideband radar parametric estimation scattering center modeling
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基于Creo Parametric技术的马尾松微观模型构建
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作者 杨天舒 胡进波 +3 位作者 汪倩倩 王熠章 苌姗姗 刘元 《中南林业科技大学学报》 CAS CSCD 北大核心 2022年第4期129-136,144,共9页
【目的】为实现木材微观构造的宏观化,更直观全透认识木材生物结构,将其细胞组织从二维平面图像转到三维立体图像,基于参数化设计模块Creo Parametric建模技术,构建出马尾松Pinus massoniana微观构造的立体模型。【方法】首先通过光学... 【目的】为实现木材微观构造的宏观化,更直观全透认识木材生物结构,将其细胞组织从二维平面图像转到三维立体图像,基于参数化设计模块Creo Parametric建模技术,构建出马尾松Pinus massoniana微观构造的立体模型。【方法】首先通过光学显微镜观察马尾松三切面的微观构造图像,然后对构成马尾松木材各类组织的细胞类型、组织比量和形态尺寸进行观测定量化分析;基于观察与分析结果,对马尾松典型细胞的结构形貌及胞壁上结构特征进行三维模型构建,将构建的模型导入弘瑞3D打印系统(modellight)进行模拟分析与模型打印。【结果】针叶材马尾松解剖分子排列规则,管胞约占木材体积90%,其他细胞为木射线、轴向薄壁组织和树脂道等。基于各类细胞的真实形态特征构建单个细胞模型,在单个细胞的3D模型基础上根据各类组织分布与排列规律将各细胞进行组装,获得针叶材马尾松木材微观构造的立体模型。运用3D打印技术将虚拟的模型实体化,构造出等比例放大200倍的微观实物模型。【结论】本研究证实3D技术在木材微观构造水平建模的可行性,将丰富的木材微观结构以实体化的形式展现,为充分了解木材内部特征提供便利,也为木材学教学和木材美学价值开发提供参考,为植物遗态生物质高性能仿生材料研究提供生物学理论基础。 展开更多
关键词 马尾松 Creo parametric技术 微观模型构建 3D打印
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On parametric approach of aerial robots' visual navigation
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作者 Zhou Yu Huang Xianlin Jie Ming Yin Hang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第5期1010-1016,共7页
In aerial robots' visual navigation, it is essential yet very difficult to detect the attitude and position of the robots operated in real time. By introducing a new parametric model, the problem can be reduced from ... In aerial robots' visual navigation, it is essential yet very difficult to detect the attitude and position of the robots operated in real time. By introducing a new parametric model, the problem can be reduced from almost unmanageable to be partly solved, though not fully, as per the requirement. In this parametric approach, a multi-scale least square method is formulated first. By propagating as well as improving the parameters down from layer to layer of the image pyramid, a new global feature line can then be detected to parameterize the attitude of the robots. Furthermore, this approach paves the way for segmenting the image into distinct parts, which can be realized by deploying a Bayesian classifier on the picture cell level. Comparison with the Hough transform based method in terms of robustness and precision shows that this multi-scale least square algorithm is considerably more robust to noises. Some discussions are also given. 展开更多
关键词 parametric model aerial robots visual navigation multi-scale least square.
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Parametric approach to track following control of FFSM
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作者 Shi Li Guangren Duan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第5期810-815,共6页
A robust task space tracking scheme is proposed for the free-flying space manipulator system. The dynamic equations of the system are derived via the law of momentum conservation, and then a linear state space represe... A robust task space tracking scheme is proposed for the free-flying space manipulator system. The dynamic equations of the system are derived via the law of momentum conservation, and then a linear state space representation is formulated by local linearization. A parametric approach is applied by using the eigenstructure assignment theory and the model reference method. A feedback stabilizing controller and a feedforward compensation controller are built based on the approach. Then an optimization procedure is followed after that to obtain the desired requirement and characteristics. Simulation results are presented to show the effectiveness of the proposed method. 展开更多
关键词 free-flying space manipulator (FFSM) model reference tracking control parametric approach.
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Low-power system model for quantum entangled photon-pair source
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作者 FENG Tianxuan ZHANG Hanyi +3 位作者 FAN Rong MA Honghao DONG Mengcheng LI Lijing 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第5期1287-1294,共8页
The quantum entangled photon-pair source,as an essential component of optical quantum systems,holds great potential for applications such as quantum teleportation,quan-tum computing,and quantum imaging.The current wor... The quantum entangled photon-pair source,as an essential component of optical quantum systems,holds great potential for applications such as quantum teleportation,quan-tum computing,and quantum imaging.The current workhorse technique for preparing photon pairs involves performing spon-taneous parametric down conversion(SPDC)in bulk nonlinear crystals.However,the current power consumption and cost of preparing entangled photon-pair sources are relatively high,pos-ing challenges to their integration and scalability.In this paper,we propose a low-power system model for the quantum entan-gled photon-pair source based on SPDC theory and phase matching technology.This model allows us to analyze the per-formance of each module and the influence of component cha-racteristics on the overall system.In our experimental setup,we utilize a 5 mW laser diode and a typical type-II barium metabo-rate(BBO)crystal to prepare an entangled photon-pair source.The experimental results are in excellent agreement with the model,indicating a significant step towards achieving the goal of low-power and low-cost entangled photon-pair sources.This achievement not only contributes to the practical application of quantum entanglement lighting,but also paves the way for the widespread adoption of optical quantum systems in the future. 展开更多
关键词 low-power system model optical quantum system entangled photon-pair source spontaneous parametric down conversion
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考虑刀具姿态的铣削力系数在线辨识方法
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作者 段现银 张泽州 +2 位作者 朱泽润 陈晨 谢良喜 《航空制造技术》 北大核心 2025年第6期48-57,共10页
航空构件的智能化加工对在线监测与故障预警提出了迫切需求,尤其是在薄壁件和复杂曲面件的五轴铣削加工过程中,铣削力的精确预测对于优化工艺至关重要。然而,五轴铣削加工的工艺条件与切削几何特性更加复杂,为铣削力系数的精确辨识带来... 航空构件的智能化加工对在线监测与故障预警提出了迫切需求,尤其是在薄壁件和复杂曲面件的五轴铣削加工过程中,铣削力的精确预测对于优化工艺至关重要。然而,五轴铣削加工的工艺条件与切削几何特性更加复杂,为铣削力系数的精确辨识带来巨大挑战。为此,本文提出了一种考虑刀具姿态的铣削力系数在线辨识方法,通过单个刀具旋转周期内的五轴加工铣削力信号,实现了铣削力系数的精确在线辨识。基于五轴铣削力预测的机械力学模型,系统考虑刀具倾角的影响,建立了刀具-工件接触区域边界的特征线、交线及投影线的解析表达式,并在平均未变形切屑厚度模型中引入了考虑刀具倾角的瞬时未变形切屑厚度,进而构建了包含刀具姿态影响的五轴铣削力系数辨识模型。通过五轴铣削加工与切削力在线监测试验,分别开展了未考虑刀具姿态和考虑刀具姿态的铣削力系数辨识及铣削力预测,并对不同模型在五轴铣削力预测中的误差进行了对比分析。试验结果表明,考虑刀具姿态的铣削力系数辨识方法能够显著提高五轴铣削力预测的精度,研究为航空构件智能加工过程的在线监测、故障预警及工艺优化提供了重要的方法基础和理论支撑。 展开更多
关键词 铣削力系数 五轴加工 刀具姿态 参数化模型 在线监测 智能加工
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