期刊文献+
共找到556篇文章
< 1 2 28 >
每页显示 20 50 100
Influence of a multi-step process on the thickness reduction error of sheet metal in a flexible rolling process
1
作者 Yi Li Ming-zhe Li Kai Liu 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2019年第1期76-85,共10页
Flexible rolling is a forming process based on thickness reduction, and the precision of thickness reduction is the key factor affecting bending deformation. The major purpose of the present work is to solve the probl... Flexible rolling is a forming process based on thickness reduction, and the precision of thickness reduction is the key factor affecting bending deformation. The major purpose of the present work is to solve the problem of bending deformation error caused by insufficient thickness reduction. Under the condition of different rolling reductions with the same sheet thickness and the same thickness reduction with different sheet thicknesses, the thickness reduction error of sheet metal is analyzed. In addition, the bending deformation of sheet metal under the same conditions is discussed and the influence of the multi-step forming process on the thickness reduction error is studied. The results show that, under the condition of the same sheet thickness, the thickness reduction error increases with increasing rolling reduction because of an increase in work hardening. As rolling reduction increases, the longitudinal bending deformation decreases because of the decrease of the maximum thickness difference. Under the condition with the same thickness reduction, the thickness reduction error increases because of the decrease of the rolling force with increasing sheet thickness. As the sheet thickness increases, the longitudinal bending deformation increases because of the increase in the maximum thickness difference. A larger bending deformation is divided into a number of small bending deformations in a multi-step forming process, avoiding a sharp increase in the degree of work hardening; the thickness reduction error is effectively reduced in the multi-step forming process. Numerical simulation results agree with the results of the forming experiments. 展开更多
关键词 FLEXIBLE rolling convex surface numerical simulation thickness REDUCTION error MULTI-step forming PROCESS
在线阅读 下载PDF
Banach空间中Mann-Ishikawa迭代和Multi-Step迭代的等价性问题
2
作者 吴雪芹 李必文 王双 《数学杂志》 CSCD 北大核心 2010年第5期905-912,共8页
本文研究了一致光滑Banach空间中迭代算法等价性的问题.利用泛函分析的方法,获得了广义强连接Φ伪压缩算子在具误差的修正的Mann-Ishikawa迭代和具误差的修正的multi-step迭代下收敛等价性的结果,推广了目前的相关结果.
关键词 具误差的修正的Mann-Ishikawa迭代序列 具误差的修正的Multi-step迭代序列 广义强连接Φ伪压缩算子
在线阅读 下载PDF
RS码的Step-by-step译码及软件实现
3
作者 孙军英 张淑娥 冯冀宁 《电力系统通信》 2005年第9期57-59,共3页
RS码以其强大的纠正随机错误和突发错误的能力,被广泛地应用于各种数字通信系统中。其译码算法是实现RS码的核心,Step-by-step算法与传统的译码算法相比,不用计算错误位置多项式,可以大大地节省译码时间。文章在分析RS码的基本原理及Ste... RS码以其强大的纠正随机错误和突发错误的能力,被广泛地应用于各种数字通信系统中。其译码算法是实现RS码的核心,Step-by-step算法与传统的译码算法相比,不用计算错误位置多项式,可以大大地节省译码时间。文章在分析RS码的基本原理及Step-by-step译码算法的基础上,介绍了一种用软件来实现Step-by-step译码算法的方案,并且给出了流程图。 展开更多
关键词 RS码 MDS码 step-by-step译码算法 错误位置多项式
在线阅读 下载PDF
适用于超宽带系统的Rake与均衡结合的接收算法
4
作者 郑立寅 林敏 《工业控制计算机》 2026年第1期96-97,100,共3页
近年来,超宽带(Ultra-wideband,UWB)通信技术因其具有数据传输速率高、功耗低、保密性高、成本低等诸多优点,成为室内高速数据传输的一种有效解决方案。由于高速通信下码间串扰极大地影响了UWB系统的接收性能,需要在解调前采用Rake接收... 近年来,超宽带(Ultra-wideband,UWB)通信技术因其具有数据传输速率高、功耗低、保密性高、成本低等诸多优点,成为室内高速数据传输的一种有效解决方案。由于高速通信下码间串扰极大地影响了UWB系统的接收性能,需要在解调前采用Rake接收机和均衡等手段消除码间串扰。针对自适应最小误码率(Adaptive Minimum Bit Error Rate,AMBER)均衡算法与Rake接收机结合进行研究,提出了一种变步长自适应最小误码率(Variable Step-Adaptive Minimum Bit Error Rate,VS-AMBER)均衡算法,在较低信噪比和较高信噪比情况下分别使用不同的变步长方案,较高信噪比下在收敛速度和收敛精度上有所提升,较低信噪比下降低了误码率和功耗。 展开更多
关键词 超宽带 RAKE接收机 自适应最小误码率 变步长
在线阅读 下载PDF
基于Sigmoid函数的新型变步长算法的研究
5
作者 武一凡 马令坤 晏美仪 《电子技术应用》 2026年第2期62-65,共4页
针对定步长最小均方算法收敛速度和稳态误差之间存在的矛盾,提出一种新型变步长算法。算法以Sigmoid函数为基础,建立步长因子随误差信号变化的新型函数关系。在算法迭代初始阶段步长因子较大,收敛速度快,在收敛后采用步长因子小,稳态误... 针对定步长最小均方算法收敛速度和稳态误差之间存在的矛盾,提出一种新型变步长算法。算法以Sigmoid函数为基础,建立步长因子随误差信号变化的新型函数关系。在算法迭代初始阶段步长因子较大,收敛速度快,在收敛后采用步长因子小,稳态误差小。分析引进的控制参数对算法步长变化的影响,与经典变步长算法的收敛曲线做对比。实验结果表明,改进后算法在信噪比为30 dB时,均方误差与经典变步长算法相比,平均降噪量(MNR)分别降低1.9 dB、0.4 dB。在10 dB、20 dB、30 dB信噪比下,算法收敛至稳态所需迭代次数分别为238次、276次、329次。 展开更多
关键词 自适应滤波 变步长LMS算法 收敛速度 稳态误差
在线阅读 下载PDF
STEP-NC和XML的数控编程及网络传输 被引量:2
6
作者 张勤 顾立志 《华侨大学学报(自然科学版)》 CAS 北大核心 2010年第1期12-15,共4页
针对EXPRESS语言定义的数据不能在网上传输的问题,提出基于STEP-NC和XML相结合的数控编程的方式,并分析XML Schema的检验纠错功能.基于EXPRESS语言的STEP-NC数控文件,统一表征CNC加工过程中涉及的全部信息,实现CAD,CAM和CNC之间的无缝... 针对EXPRESS语言定义的数据不能在网上传输的问题,提出基于STEP-NC和XML相结合的数控编程的方式,并分析XML Schema的检验纠错功能.基于EXPRESS语言的STEP-NC数控文件,统一表征CNC加工过程中涉及的全部信息,实现CAD,CAM和CNC之间的无缝连接及制造系统的集成,可以为数控系统提供完整的产品数据.利用ISO 10303-28标准,将EXPRESS语言与XML语言结合起来,可以实现网络企业间的产品信息共享与集成,以及数控系统的开放性能和远程控制功能. 展开更多
关键词 数字控制 编程 纠错 step-NC XML 网络传输
在线阅读 下载PDF
基于STEP设计齿廓的摆线泵转子误差检测 被引量:1
7
作者 张瑞瑶 李天兴 +2 位作者 李聚波 苏建新 周静远 《现代制造工程》 CSCD 北大核心 2022年第12期89-93,共5页
摆线泵转子的齿廓形状和加工精度决定了齿轮泵容腔的密封性,进而影响吸油和压油等运动特性。然而,转子的齿廓形状多是企业根据自身实际需求自行设计的,这就造成齿廓误差测量过程中的测量基准和设计基准不一致,测量结果更无法准确反映转... 摆线泵转子的齿廓形状和加工精度决定了齿轮泵容腔的密封性,进而影响吸油和压油等运动特性。然而,转子的齿廓形状多是企业根据自身实际需求自行设计的,这就造成齿廓误差测量过程中的测量基准和设计基准不一致,测量结果更无法准确反映转子的齿廓加工质量。鉴于此,将企业设计的产品模型数据交互规范(Standard for the Exchange of Product model data, STEP)齿廓作为测量所必需的基准数据,在使用一维测头的国产齿轮测量中心上完成了转子齿廓的快速检测,采用重构及匹配等补偿处理方法,实现了摆线泵转子误差的精确评定。结果表明,该方法具有较好的柔性,对于复杂齿面的精确测量和评定具有重要的理论意义。 展开更多
关键词 摆线泵转子 step设计齿廓 误差检测 重构匹配
在线阅读 下载PDF
A Proper Time Integration with Split Stepping for the Explicit Free-Surface Modeling 被引量:2
8
作者 周伟东 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2002年第2期255-265,共11页
Errors due to split time stepping are discussed for an explicit free–surface ocean model. In commonly used split time stepping, the way of time integration for the barotropic momentum equation is not compatible with ... Errors due to split time stepping are discussed for an explicit free–surface ocean model. In commonly used split time stepping, the way of time integration for the barotropic momentum equation is not compatible with that of the baroclinic one. The baroclinic equation has three–time–level structure because of leapfrog scheme. The barotropic one, however, has two–time–level structure when represented in terms of the baroclinic time level, on which the baroclinic one is integrated. This incompatibility results in the splitting errors as shown in this paper. The proper split time stepping is therefore proposed in such a way that the compatibility is kept between the barotropic and baroclinic equations. Its splitting errors are shown extremely small, so that it is particularly relevant to long–term integration for climate studies. It is applied to a free–surface model for the North Pacific Ocean. 展开更多
关键词 Free–surface model Split time stepping Split error Leapfrog scheme
在线阅读 下载PDF
Machining Error Control by Integrating Multivariate Statistical Process Control and Stream of Variations Methodology 被引量:4
9
作者 WANG Pei ZHANG Dinghua LI Shan CHEN Bing 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2012年第6期937-947,共11页
For aircraft manufacturing industries, the analyses and prediction of part machining error during machining process are very important to control and improve part machining quality. In order to effectively control mac... For aircraft manufacturing industries, the analyses and prediction of part machining error during machining process are very important to control and improve part machining quality. In order to effectively control machining error, the method of integrating multivariate statistical process control (MSPC) and stream of variations (SoV) is proposed. Firstly, machining error is modeled by multi-operation approaches for part machining process. SoV is adopted to establish the mathematic model of the relationship between the error of upstream operations and the error of downstream operations. Here error sources not only include the influence of upstream operations but also include many of other error sources. The standard model and the predicted model about SoV are built respectively by whether the operation is done or not to satisfy different requests during part machining process. Secondly, the method of one-step ahead forecast error (OSFE) is used to eliminate autocorrelativity of the sample data from the SoV model, and the T2 control chart in MSPC is built to realize machining error detection according to the data characteristics of the above error model, which can judge whether the operation is out of control or not. If it is, then feedback is sent to the operations. The error model is modified by adjusting the operation out of control, and continually it is used to monitor operations. Finally, a machining instance containing two operations demonstrates the effectiveness of the machining error control method presented in this paper. 展开更多
关键词 machining error multivariate statistical process control stream of variations error modeling one-step ahead forecast error error detection
原文传递
谐波驱动系统Back-stepping滑模控制研究
10
作者 宋港 陈满意 +3 位作者 邱临风 张杰 杨燃 张瀚 《机械科学与技术》 CSCD 北大核心 2024年第4期559-565,共7页
针对谐波传动系统动力学模型中存在的柔性变形、摩擦和运动误差等非线性因素。为了提高系统的传动精度,针对系统非线性刚度和静态误差因素进行了建模,并提出了一种Back-stepping滑模控制方法。利用Lyapunov稳定性理论,证明了闭环系统的... 针对谐波传动系统动力学模型中存在的柔性变形、摩擦和运动误差等非线性因素。为了提高系统的传动精度,针对系统非线性刚度和静态误差因素进行了建模,并提出了一种Back-stepping滑模控制方法。利用Lyapunov稳定性理论,证明了闭环系统的误差是一致有界的。仿真结果表明,与PID控制相比,采用Back-stepping滑模控制,系统传动误差曲线峰峰值减小66.63%;负载端角速率误差曲线峰峰值减小77.35%。Back-stepping滑模控制能有效地补偿系统传动误差,抑制其负载端的速度波动,提高了系统的传动精度。 展开更多
关键词 谐波驱动系统 静态误差 Back-stepping滑模控制 传动误差
在线阅读 下载PDF
FINITE DIFFERENCE FRACTIONAL STEP METHODS FOR THE TRANSIENT BEHAVIOR OF A SEMICONDUCTOR DEVICE 被引量:4
11
作者 袁益让 《Acta Mathematica Scientia》 SCIE CSCD 2005年第3期427-438,共12页
Characteristic finite difference fractional step schemes are put forward. The electric potential equation is described by a seven-point finite difference scheme, and the electron and hole concentration equations are t... Characteristic finite difference fractional step schemes are put forward. The electric potential equation is described by a seven-point finite difference scheme, and the electron and hole concentration equations are treated by a kind of characteristic finite difference fractional step methods. The temperature equation is described by a fractional step method. Thick and thin grids are made use of to form a complete set. Piecewise threefold quadratic interpolation, symmetrical extension, calculus of variations, commutativity of operator product, decomposition of high order difference operators and prior estimates are also made use of. Optimal order estimates in l2 norm are derived to determine the error of the approximate solution. The well-known problem is thorongley and completely solred. 展开更多
关键词 General region semiconductor device 3-dimensional heat conduction characteristic finite difference parallel fractional steps l^2 error estimate.
在线阅读 下载PDF
NUMERICAL METHOD OF MIXED FINITE VOLUME-MODIFIED UPWIND FRACTIONAL STEP DIFFERENCE FOR THREE-DIMENSIONAL SEMICONDUCTOR DEVICE TRANSIENT BEHAVIOR PROBLEMS 被引量:5
12
作者 袁益让 杨青 +1 位作者 李长峰 孙同军 《Acta Mathematica Scientia》 SCIE CSCD 2017年第1期259-279,共21页
Transient behavior of three-dimensional semiconductor device with heat conduc- tion is described by a coupled mathematical system of four quasi-linear partial differential equations with initial-boundary value conditi... Transient behavior of three-dimensional semiconductor device with heat conduc- tion is described by a coupled mathematical system of four quasi-linear partial differential equations with initial-boundary value conditions. The electric potential is defined by an ellip- tic equation and it appears in the following three equations via the electric field intensity. The electron concentration and the hole concentration are determined by convection-dominated diffusion equations and the temperature is interpreted by a heat conduction equation. A mixed finite volume element approximation, keeping physical conservation law, is used to get numerical values of the electric potential and the accuracy is improved one order. Two con- centrations and the heat conduction are computed by a fractional step method combined with second-order upwind differences. This method can overcome numerical oscillation, dispersion and decreases computational complexity. Then a three-dimensional problem is solved by computing three successive one-dimensional problems where the method of speedup is used and the computational work is greatly shortened. An optimal second-order error estimate in L2 norm is derived by using prior estimate theory and other special techniques of partial differential equations. This type of mass-conservative parallel method is important and is most valuable in numerical analysis and application of semiconductor device. 展开更多
关键词 three dimensional transient behavior of heat conduction problem mixed finitevolume element modified upwind fractional step difference second-order error
在线阅读 下载PDF
A STEP-BY-STEP INTEGRAL METHOD FOR ACTIVELY CONTROLLED STRUCTURES
13
作者 CAI Guo-ping(蔡国平) +1 位作者 HUANG Jin-zhi(黄金枝) 《Journal of Shanghai Jiaotong university(Science)》 EI 2002年第2期144-146,共3页
A new active control method was proposed, in which the analytical control law was deduced by using a step by step integral method to differential equation of motion under the condition of static error being zero. This... A new active control method was proposed, in which the analytical control law was deduced by using a step by step integral method to differential equation of motion under the condition of static error being zero. This control law is terse in mathematical expression and convenient for practical use. The simulation results demonstrate that the proposed method can provide much more remarkable peak response reduction of seismically excited structures than the classical LQR method. 展开更多
关键词 step-BY-step INTEGRAL static error control LAW linear QUADRATIC regular(LQR)
在线阅读 下载PDF
Random Timestepping Algorithm with Exponential Distribution for Pricing Various Structures of One-Sided Barrier Options 被引量:1
14
作者 Hasan Alzubaidi 《American Journal of Computational Mathematics》 2017年第3期228-242,共15页
The exponentially-distributed random timestepping algorithm with boundary test is implemented to evaluate the prices of some variety of single one-sided barrier option contracts within the framework of Black-Scholes m... The exponentially-distributed random timestepping algorithm with boundary test is implemented to evaluate the prices of some variety of single one-sided barrier option contracts within the framework of Black-Scholes model, giving efficient estimation of their hitting times. It is numerically shown that this algorithm, as for the Brownian bridge technique, can improve the rate of weak convergence from order one-half for the standard Monte Carlo to order 1. The exponential timestepping algorithm, however, displays better results, for a given amount of CPU time, than the Brownian bridge technique as the step size becomes larger or the volatility grows up. This is due to the features of the exponential distribution which is more strongly peaked near the origin and has a higher kurtosis compared to the normal distribution, giving more stability of the exponential timestepping algorithm at large time steps and high levels of volatility. 展开更多
关键词 BARRIER OPTION with REBATE Payment Binary BARRIER OPTION Partial BARRIER OPTION Hitting Time error Exponential Time-stepping ALGORITHM
在线阅读 下载PDF
基于细化相位编码的阶梯级次修正方法
15
作者 严飞 文杰 +2 位作者 路长秋 肖雨倩 刘佳 《中国测试》 北大核心 2025年第4期46-53,共8页
传统相位编码在测量物体时,由于系统内外噪声的影响,导致截断处的相位和级次错误映射,引入相位跳变。为解决上述误差的问题,文章提出一种基于细化相位编码的阶梯级次修正方法用于三维测量。首先将2倍条纹周期的阶梯嵌入相位域中以获取... 传统相位编码在测量物体时,由于系统内外噪声的影响,导致截断处的相位和级次错误映射,引入相位跳变。为解决上述误差的问题,文章提出一种基于细化相位编码的阶梯级次修正方法用于三维测量。首先将2倍条纹周期的阶梯嵌入相位域中以获取细化相位编码条纹,再通过相位解码获取细化的阶梯级次,然后利用上下舍入解码对细化的阶梯级次进行错位取整,获取两组错位半个条纹周期的正常阶梯级次,最后通过两组码字在相位截断处错位互补,从而消除相位误差。实验结果表明,在不增加投影幅数情况下,文章拟合标准球半径均方根误差为0.1465 mm,相较于传统相位编码降低82.2%;同时,在精度相同的情况下,该文相位展开的时间成本为0.5215 s,相比于附加二值条纹的相位编码降低59.3%。 展开更多
关键词 相位编码 互补光栅 相位误差 阶梯级次
在线阅读 下载PDF
Selection of time step for pseudodynamic testing
16
作者 Shuenn-Yih Chang 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2011年第3期437-451,共15页
Although the step degree of nonlinearity has been introduced to conduct basic analysis and error propagation analysis for the pseudodynamic testing of nonlinear systems, it cannot be reliably used to select an appropr... Although the step degree of nonlinearity has been introduced to conduct basic analysis and error propagation analysis for the pseudodynamic testing of nonlinear systems, it cannot be reliably used to select an appropriate time step before performing a pseudodynamic test. Therefore, a novel parameter of instantaneous degree of nonlinearity is introduced to monitor the stiffness change at the end of a time step, and can thus be used to evaluate numerical and error propagation properties for nonlinear systems. Based on these properties, it is possible to select an appropriate time step to conduct a pseudodynamic test in advance. This possibility is very important in pseudodynamic testing, since the use of an arbitrary time step might lead to unreliable results or even destroy the test specimen. In this paper, guidelines are proposed for choosing an appropriate time step for accurate integration of nonlinear systems. These guidelines require estimation of the maximum instantaneous degree of nonlinearity and the solution of the initial natural frequency. The Newmark explicit method is chosen for this study. All the analytical results and the guidelines proposed are thoroughly confirmed with numerical examples. 展开更多
关键词 pseudodynamic test nonlinear error propagation instantaneous degree of nonlinearity step degree of nonlinearity
在线阅读 下载PDF
基于结构光双目视觉的腐蚀钢材表面三维重建 被引量:2
17
作者 邢佶慧 魏妍婧 +2 位作者 胡灿昱 陈爱国 杨娜 《东南大学学报(自然科学版)》 北大核心 2025年第2期355-363,共9页
传统的检测方法通常无法实现对金属腐蚀形貌的高精度三维重建,探索一种既高效又精确的金属腐蚀形貌重建技术,是准确评估腐蚀金属构件断裂性能的重要前提。提出将双目结构光技术引入钢材腐蚀检测领域,采用互补格雷码技术结合4步相移法设... 传统的检测方法通常无法实现对金属腐蚀形貌的高精度三维重建,探索一种既高效又精确的金属腐蚀形貌重建技术,是准确评估腐蚀金属构件断裂性能的重要前提。提出将双目结构光技术引入钢材腐蚀检测领域,采用互补格雷码技术结合4步相移法设计条纹结构光编码图案,并求解相位。基于绝对差值求和(SAD)算法完成亚像素绝对相位的立体匹配,为补偿非线性相位误差提出了适用于4步相移法的被动校正法,结合主动相位误差补偿方法进行相位误差修正。对钢腐蚀样品进行重建,并与激光测量仪扫描结果进行对比。实验结果表明,样品的平均腐蚀深度测试相对误差在26.42%以下,证明了双目立体视觉三维重建系统重建腐蚀钢材表面的有效性。 展开更多
关键词 双目视觉 结构光 4步相移 互补格雷码 非线性相位误差补偿
在线阅读 下载PDF
Extensions of nonlinear error propagation analysis for explicit pseudodynamic testing
18
作者 Shuenn-Yih Chang 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2009年第1期77-86,共10页
Two important extensions of a technique to perform a nonlinear error propagation analysis for an explicit pseudodynamic algorithm (Chang, 2003) are presented. One extends the stability study from a given time step t... Two important extensions of a technique to perform a nonlinear error propagation analysis for an explicit pseudodynamic algorithm (Chang, 2003) are presented. One extends the stability study from a given time step to a complete step-by-step integration procedure. It is analytically proven that ensuring stability conditions in each time step leads to a stable computation of the entire step-by-step integration procedure. The other extension shows that the nonlinear error propagation results, which are derived for a nonlinear single degree of freedom (SDOF) system, can be applied to a nonlinear multiple degree of freedom (MDOF) system. This application is dependent upon the determination of the natural frequencies of the system in each time step, since all the numerical properties and error propagation properties in the time step are closely related to these frequencies. The results are derived from the step degree of nonlinearity. An instantaneous degree of nonlinearity is introduced to replace the step degree of nonlinearity and is shown to be easier to use in practice. The extensions can be also applied to the results derived from a SDOF system based on the instantaneous degree of nonlinearity, and hence a time step might be appropriately chosen to perform a pseudodynamic test prior to testing. 展开更多
关键词 nonlinear error propagation explicit pseudodynamic algorithm stability condition step-by-step integration procedure step degree of nonlinearity
在线阅读 下载PDF
DESIGN AND ANALYSIS OF MULTI-STEP AMPLITUDE QUANTIZATION WEIGHTED 2-D SOLID-STATE ACTIVE PHASED ARRAY ANTENNAS
19
作者 高铁 李建新 郭燕昌 《Journal of Electronics(China)》 1994年第1期71-78,共8页
An aperture design technique using multi-step amplitude quantization for two-dimensional solid-state active phased arrays to achieve low sidelobe is described. It can be applied to antennas with arbitrary complex aper... An aperture design technique using multi-step amplitude quantization for two-dimensional solid-state active phased arrays to achieve low sidelobe is described. It can be applied to antennas with arbitrary complex aperture. Also, the gain drop and sidelobe degradation due to random amplitude and phase errors and element (or T/R module) failures are investigated. 展开更多
关键词 SOLID-STATE active phased array antenna MULTI-step AMPLITUDE QUANTIZATION Low SIDELOBE AMPLITUDE and phase errors Gain loss Failure
在线阅读 下载PDF
基于融合孪生模型的数控机床轮廓误差预测方法 被引量:1
20
作者 田颖 湛杨 +4 位作者 岳辰 葛璐 王太勇 崔桐成 赵志丹 《计算机集成制造系统》 北大核心 2025年第7期2392-2401,共10页
为了提升数控机床轮廓误差的实时预测精度,提出一种机理数据融合驱动的数字孪生模型。首先构建包含伺服系统和机械系统的机理模型,用于描述进给系统在数控系统插补指令下的动态响应;其次,建立结合多任务学习的时序数据驱动模型,构建融... 为了提升数控机床轮廓误差的实时预测精度,提出一种机理数据融合驱动的数字孪生模型。首先构建包含伺服系统和机械系统的机理模型,用于描述进给系统在数控系统插补指令下的动态响应;其次,建立结合多任务学习的时序数据驱动模型,构建融合机理模型孪生数据和实时采集数据的特征数据集进行模型训练,通过多时间步残差补偿修正机理模型的位置预测值,从而提高孪生模型的预测精度。最后,设计了多组空间运动轨迹进行了模型验证实验,并对不同模型的预测能力进行了对比。结果表明,所提融合孪生模型能够在轮廓误差多个时间步的预测任务中均保持较高预测精度。 展开更多
关键词 轮廓误差预测 数字孪生模型 多任务学习 多时间步预测
在线阅读 下载PDF
上一页 1 2 28 下一页 到第
使用帮助 返回顶部