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Relationships between the Limit of Predictability and Initial Error in the Uncoupled and Coupled Lorenz Models 被引量:7
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作者 丁瑞强 李建平 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2012年第5期1078-1088,共11页
In this study, the relationship between the limit of predictability and initial error was investigated using two simple chaotic systems: the Lorenz model, which possesses a single characteristic time scale, and the c... In this study, the relationship between the limit of predictability and initial error was investigated using two simple chaotic systems: the Lorenz model, which possesses a single characteristic time scale, and the coupled Lorenz model, which possesses two different characteristic time scales. The limit of predictability is defined here as the time at which the error reaches 95% of its saturation level; nonlinear behaviors of the error growth are therefore involved in the definition of the limit of predictability. Our results show that the logarithmic function performs well in describing the relationship between the limit of predictability and initial error in both models, although the coefficients in the logarithmic function were not constant across the examined range of initial errors. Compared with the Lorenz model, in the coupled Lorenz model in which the slow dynamics and the fast dynamics interact with each other--there is a more complex relationship between the limit of predictability and initial error. The limit of predictability of the Lorenz model is unbounded as the initial error becomes infinitesimally small; therefore, the limit of predictability of the Lorenz model may be extended by reducing the amplitude of the initial error. In contrast, if there exists a fixed initial error in the fast dynamics of the coupled Lorenz model, the slow dynamics has an intrinsic finite limit of predictability that cannot be extended by reducing the amplitude of the initial error in the slow dynamics, and vice versa. The findings reported here reveal the possible existence of an intrinsic finite limit of predictability in a coupled system that possesses many scales of time or motion. 展开更多
关键词 limit of predictability initial error Lorenz model coupled Lorenz model
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THE SPECIFIC CHARACTER OF LIMIT ERRORS IN CLOSE RANGE PHOTOGRAMMETRY
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作者 FENG Wenhao 《Geo-Spatial Information Science》 2001年第3期50-56,61,共8页
Close-range photogrammetry is to determine the shape and size of the object, instead of it's absolute position. Therefore, at first, any translation and rotation of the photogrammetric model of the object caused b... Close-range photogrammetry is to determine the shape and size of the object, instead of it's absolute position. Therefore, at first, any translation and rotation of the photogrammetric model of the object caused by whole geodesic, photographic and photogrammetric procedures in close-range photogrammetry could not be considered. However, it is necessary to analyze all the reasons which cause the deformations of the shape and size and to present their corresponding theories and equations. This situation, of course, is very different from the conventional topophotogrammetry. In this paper some specific characters of limit errors in close-range photogrammetry are presented in detail, including limit errors for calibration of interior elements for close-range cameras, the limit errors of relative and absolute orientations in close-range cameras, the limit errors of relative and absolute orientations in close-range photogrammetric procedures, and the limit errors of control works in close-range photogrammetry. A theoretical equation of calibration accuracy for close-range camerais given. Relating to the three examples in this paper, their theoretical accuracy requirement of interior elements of camera change in the scope of ±(0.005–0.350) mm. This discussion permits us to reduce accuracy requirement in calibration for an object with small relief, but the camera platform is located in violent vibration environment. Another theoretical equation of relative RMS of base lines (m S/S) and the equation RMS of start direction are also presented. It is proved that them S/S could be equal to the relative RMS ofm ΔX/ΔX. It is also proved that the permitting RMS of start direction is much bigger than the traditionally used one. Some useful equations of limit errors in close-range photogrammetry are presented as well. Suggestions mentioned above are perhaps beneficial for increasing efficiency, for reducing production cost. 展开更多
关键词 Close-range photogrammetry size form absolute position limit error specific character
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料仓称重监控系统设计与试验
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作者 李海涛 《农机化研究》 北大核心 2026年第7期211-218,252,共9页
针对传统料仓称重方式中测量误差大、自动化程度低的问题,设计了一种基于STM32的料仓称重监控系统。采用模块化设计,硬件由主控模块、A/D转换器、通信模块、传感器模块、信号放大器与电源模块等组成,可完成称重信号的稳定采集与可靠传... 针对传统料仓称重方式中测量误差大、自动化程度低的问题,设计了一种基于STM32的料仓称重监控系统。采用模块化设计,硬件由主控模块、A/D转换器、通信模块、传感器模块、信号放大器与电源模块等组成,可完成称重信号的稳定采集与可靠传输。上位机监控平台实现称重数据实时显示、历史曲线与报表统计,支持参数配置与数据存储,并提供异常报警与故障诊断功能,便于运维管理与质量追溯。针对物料下落冲击、设备振动和偏载引起的称重波动,系统采用限幅滤波算法抑制采集信号毛刺干扰,同时建立误差补偿模型对系统性偏差进行校正,从而提高称重结果的稳定性与一致性。由仿真试验可知,监测质量与实际质量误差分布于0.12%~0.40%窄幅区间。现场试验结果表明,监测质量与实际质量误差最小值为0,最大值为3.43%,平均值为1.52%,均小于4%。系统能有效缓解下落冲击力导致的称重偏大问题,并对停料时空中滞留造成的不可计量现象进行修正,可为粗细两阶段给料控制提供可靠反馈,满足料仓称重监测与过程控制需求,具有良好的工程应用价值与扩展性。 展开更多
关键词 料仓 称重系统 误差补偿 质量监测 限幅滤波 STM32
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在给定显著性水平下的系统同步误差的单边检验模型
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作者 谭俊宇 周健勇 +2 位作者 赖安达 彭嘉乐 范舒晴 《科学技术创新》 2026年第3期5-8,共4页
为评估系统同步误差以及系统误差优化,主要根据列维-林德伯格中心极限定理,对有关随机变量作出了极高精度近似,且相应地分析了期望与方差,以此构造了可作为总体的正态统计量,另将系统的误差优化有效作为原假设,并在给定显著性水平下,根... 为评估系统同步误差以及系统误差优化,主要根据列维-林德伯格中心极限定理,对有关随机变量作出了极高精度近似,且相应地分析了期望与方差,以此构造了可作为总体的正态统计量,另将系统的误差优化有效作为原假设,并在给定显著性水平下,根据t检验法说明了原假设的拒绝域,即给出了样本均值的假设检验范式。 展开更多
关键词 误差优化 列维-林德伯格中心极限定理 显著性水平 t检验法 单边检验
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ON TRUNCATION ERROR BOUND FOR MULTIDIMENSIONAL SAMPLING EXPANSION LAPLACE TRANSFORM 被引量:1
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作者 LongJingfan 《Analysis in Theory and Applications》 2004年第1期52-57,共6页
The truncation error associated with a given sampling representation is defined as the difference between the signal and on approximating sumutilizing a finite number of terms. In this paper we give uniform bound for ... The truncation error associated with a given sampling representation is defined as the difference between the signal and on approximating sumutilizing a finite number of terms. In this paper we give uniform bound for truncation error of bandlimited functions in the n dimensional Lebesgue space Lp(Rn) associated with multidimensional Shannon sampling representation. 展开更多
关键词 truncation error band limited function sampling theorem
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Error Analysis of FLC Experimental Data at Warm/Hot Stamping Conditions 被引量:1
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作者 ZHUANG Weimin ZHANG Mengxi CHEN Yanhong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2014年第4期730-737,共8页
Forming limit curves(FLCs) are commonly used for evaluating the formability of sheet metals. However, it is difficult to obtain the FLCs with desirable accuracy by experiments due to that the friction effects are no... Forming limit curves(FLCs) are commonly used for evaluating the formability of sheet metals. However, it is difficult to obtain the FLCs with desirable accuracy by experiments due to that the friction effects are non-negligible under warm/hot stamping conditions. To investigate the experimental errors, experiments for obtaining the FLCs of the AA5754 are conducted at 250℃. Then, FE models are created and validated on the basis of experimental results. A number of FE simulations are carried out for FLC test-pieces and punches with different geometry configurations and varying friction coefficients between the test-piece and the punch. The errors for all the test conditions are predicted and analyzed. Particular attention of error analysis is paid to two special cases, namely, the biaxial FLC test and the uniaxial FLC test. The failure location and the variation of the error with respect to the friction coefficient are studied as well. The results obtained from the FLC tests and the above analyses show that, for the biaxial tension state, the friction coefficient should be controlled within 0.15 to avoid significant shifting of the necking location away from the center of the punch; for the uniaxial tension state, the friction coefficient should be controlled within 0.1 to guarantee the validity of the data collected from FLC tests. The conclusions summarized are beneficial for obtaining accurate FLCs under warm/hot stamping conditions. 展开更多
关键词 forming limit curve(FLC) error analysis warm/hot stamping finite element analysis
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高稳定性LDO集成电路设计 被引量:4
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作者 李亮 黄思仪 +3 位作者 宋惠安 钮小超 成珏飞 汪义旺 《中国集成电路》 2025年第1期59-64,共6页
本文设计了一款高稳定性的LDO集成电路,它具有输出稳定性高的优点。在考虑参数指标折中的条件下设计了性能可靠的带隙电压基准源电路和两级共源共栅误差放大器电路以及限流保护电路,通过调节各模块的参数来平衡LDO的性能。设计完成在UMC... 本文设计了一款高稳定性的LDO集成电路,它具有输出稳定性高的优点。在考虑参数指标折中的条件下设计了性能可靠的带隙电压基准源电路和两级共源共栅误差放大器电路以及限流保护电路,通过调节各模块的参数来平衡LDO的性能。设计完成在UMC 0.11μm工艺下,通过Cadence仿真与验证,结果表明设计的LDO在输入电压2V到5V间均可以稳定输出1.8V的电压值;温度系数为5.33ppm/℃;线性调整率为0.00012%/V;负载调整率为0.0173%/mA,显示出本设计的LDO线性稳压器性能优异,满足实际应用的需求。 展开更多
关键词 电源管理 LDO 带隙基准源 误差放大器 限流电路
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Cooperative Beamforming for Multi-Relay Networks with Limited Feedback
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作者 Jia Zhu Ying Yao +1 位作者 Yulong Zou Tong Wu 《China Communications》 SCIE CSCD 2019年第10期56-64,共9页
In this paper, we consider a multi-relay cooperative communication network that consists of a source node transmitting to its destination with the help of multiple decode-and- forward (DF) relays. Specifically, the DF... In this paper, we consider a multi-relay cooperative communication network that consists of a source node transmitting to its destination with the help of multiple decode-and- forward (DF) relays. Specifically, the DF relays that succeed in decoding the source signal are allowed to re-transmit their decoded results simultaneously to the destination in a cooperative beamforming manner. In order to carry out the cooperative beamforming, the destination needs to send the quantized channel state information (CSI) to the relays through a limited feedback channel in the face of channel quantization errors (CQE). We propose a CQE oriented multi-relay beamforming (MRB) scheme, denoted CQE-MRB for short, for the sake of improving the throughput of relay-destination transmissions. An effective throughput defined as the difference between the transmission rate and the feedback rate is used to measure an outage probability of the source-destination transmission. Simulation results demonstrate that the outage performance of proposed CQEMRB scheme is improved substantially with an increasing number of relays. Moreover, it is shown that the number of channel quantization bits can be further optimized to minimize the outage probability of proposed CQE-MRB scheme. 展开更多
关键词 COOPERATIVE BEAMFORMING RELAY selection effective THROUGHOUT limitED feedback QUANTIZATION error
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Reduction of Systematic Error in Radiopharmaceutical Activity by Entropy Based Mutual Information
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作者 Palliyakarany T. K. Kumar Toshikazu Takeda 《World Journal of Nuclear Science and Technology》 2012年第1期1-5,共5页
The quality of the radiation dose depends upon the gamma count rate of the radionuclide used. Any reduction in error in the count rate is reflected in the reduction in error in the activity and consequently on the qua... The quality of the radiation dose depends upon the gamma count rate of the radionuclide used. Any reduction in error in the count rate is reflected in the reduction in error in the activity and consequently on the quality of dose. All the efforts so far have been directed only to minimize the random errors in count rate by repetition. In the absence of probability distribution for the systematic errors, we propose to minimize these errors by estimating the upper and lower limits by the technique of determinant in equalities developed by us. Using the algorithm we have developed based on the tech- nique of determinant inequalities and the concept of maximization of mutual information (MI), we show how to process element by element of the covariance matrix to minimize the correlated systematic errors in the count rate of 113 mIn. The element wise processing of covariance matrix is so unique by our technique that it gives experimentalists enough maneuverability to mitigate different factors causing systematic errors in the count rate and consequently the activity of 113 mIn. 展开更多
关键词 Random and Systematic errorS Covariance Matrix limits for Correlated Elements by DETERMINANT INEQUALITIES Mutual INFORMATION REDUCTION of Systematic errorS by Maximizing Mutual INFORMATION
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Toward Constructing a Continuous Logical Operator for Error-Corrected Quantum Sensing
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作者 Cameron Cianci 《Journal of Quantum Information Science》 2023年第2期45-55,共11页
Error correction has long been suggested to extend the sensitivity of quantum sensors into the Heisenberg Limit. However, operations on logical qubits are only performed through universal gate sets consisting of finit... Error correction has long been suggested to extend the sensitivity of quantum sensors into the Heisenberg Limit. However, operations on logical qubits are only performed through universal gate sets consisting of finite-sized gates such as Clifford + T. Although these logical gate sets allow for universal quantum computation, the finite gate sizes present a problem for quantum sensing, since in sensing protocols, such as the Ramsey measurement protocol, the signal must act continuously. The difficulty in constructing a continuous logical op-erator comes from the Eastin-Knill theorem, which prevents a continuous sig-nal from being both fault-tolerant to local errors and transverse. Since error correction is needed to approach the Heisenberg Limit in a noisy environment, it is important to explore how to construct fault-tolerant continuous operators. In this paper, a protocol to design continuous logical z-rotations is proposed and applied to the Steane Code. The fault tolerance of the designed operator is investigated using the Knill-Laflamme conditions. The Knill-Laflamme condi-tions indicate that the diagonal unitary operator constructed cannot be fault tolerant solely due to the possibilities of X errors on the middle qubit. The ap-proach demonstrated throughout this paper may, however, find success in codes with more qubits such as the Shor code, distance 3 surface code, [15, 1, 3] code, or codes with a larger distance such as the [11, 1, 5] code. 展开更多
关键词 Quantum Sensing Quantum error Correction Steane Code Heisenberg limit
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惯性稳定平台中的双观测器宽频扰动抑制技术 被引量:1
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作者 边启慧 苗青青 +1 位作者 唐涛 马浩统 《光电工程》 北大核心 2025年第3期125-134,共10页
如何增强光学载荷与运动平台间的主动隔振能力一直是光电跟踪系统面临的难题。提出一种双观测器方法实现惯性稳定平台中的宽频扰动抑制。双观测器方法包含两方面:其一,经典误差观测器通过低通滤波器的设计而具有较强的低频抑制能力;其二... 如何增强光学载荷与运动平台间的主动隔振能力一直是光电跟踪系统面临的难题。提出一种双观测器方法实现惯性稳定平台中的宽频扰动抑制。双观测器方法包含两方面:其一,经典误差观测器通过低通滤波器的设计而具有较强的低频抑制能力;其二,饱和加速度扰动观测器根据自身稳定性条件调整饱和阈值与滤波器带宽,改善其扰动抑制特性并完成对中高频扰动的抑制。双观测器综合了二者的优势,同时分析了两种观测器间的相互作用以更好地参数化。所提方法在惯性稳定装置中进行了闭环验证,实验结果表明,双观测器可在单频及混频扰动下提升系统闭环性能。 展开更多
关键词 惯性稳定平台 扰动抑制 误差观测器 饱和限制 双观测器
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有色高斯噪声对功率估计算法的影响 被引量:1
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作者 杜梦如 胡涛 +2 位作者 王学伟 时寒香 刘仕萍 《电测与仪表》 北大核心 2025年第8期154-159,共6页
针对新型电力系统中有色噪声干扰日益增加,影响有功功率估计算法准确度的问题,文中建立了含有非平稳有色高斯噪声的有功功率卷积和估计算法,推导了噪声对有功功率估计算法的重要影响项;分析了有功功率估计算法输出噪声信号的分布特性;... 针对新型电力系统中有色噪声干扰日益增加,影响有功功率估计算法准确度的问题,文中建立了含有非平稳有色高斯噪声的有功功率卷积和估计算法,推导了噪声对有功功率估计算法的重要影响项;分析了有功功率估计算法输出噪声信号的分布特性;推导了有色高斯噪声导致有功功率估计算法的理论相对极限误差解析关系式;采用蒙特卡罗仿真实验分析了有色高斯噪声导致有功功率估计算法的相对极限误差,结果表明了理论相对极限误差关系式的正确性;该相对极限误差关系式给出了评价非平稳有色高斯噪声对有功功率估计算法误差影响的普适方法。 展开更多
关键词 有色高斯噪声 功率估计 极限误差 蒙特卡罗
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基于DPE-MFOA-ELM模型的综合母线负荷日前预测方法
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作者 赵永波 林浩然 +2 位作者 孔维娜 李开灿 窦震海 《山东电力技术》 2025年第8期67-78,共12页
为提高母线负荷日前预测的精度和鲁棒性,提出一种基于最优相似日集与深度学习模型的综合母线负荷日前预测方法。首先,基于母线负荷和气象数据,采用灰色关联分析和熵权法对相似日进行评分,得到最优相似日集合;然后,训练多组极限学习机(ex... 为提高母线负荷日前预测的精度和鲁棒性,提出一种基于最优相似日集与深度学习模型的综合母线负荷日前预测方法。首先,基于母线负荷和气象数据,采用灰色关联分析和熵权法对相似日进行评分,得到最优相似日集合;然后,训练多组极限学习机(extreme learning machine,ELM)模型参数,并采用一种变异果蝇优化算法(mutation fruit fly optimization algorithm,MFOA)优化ELM的权值和阈值,增强模型鲁棒性;最后,提出误差上限偏离度目标函数(deviation degree of prediction error,DPE)作为DPE-MFOA-ELM模型的目标函数,增强了母线负荷预测普适度。以10组不同类型母线负荷为例进行仿真测试,结果表明,相比于传统深度机器模型,所提方法提高了母线负荷的预测精度和鲁棒性。 展开更多
关键词 母线负荷预测 最优相似日集 误差上限偏离度目标函数 DPE-MFOA-ELM模型
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煤质检测实验室控制误差策略分析 被引量:2
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作者 房潇 《煤炭加工与综合利用》 2025年第2期92-94,99,共4页
煤质检测实验室作为检测数据的主体单位,为煤炭的研究勘探提供充足的数据支持。为了确保检测结果的质量,最大程度降低检测误差,煤质检测实验室必须严格控制采制化操作流程,并对检验结果进行质量控制,监控检测的有效性,及时发现检测结果... 煤质检测实验室作为检测数据的主体单位,为煤炭的研究勘探提供充足的数据支持。为了确保检测结果的质量,最大程度降低检测误差,煤质检测实验室必须严格控制采制化操作流程,并对检验结果进行质量控制,监控检测的有效性,及时发现检测结果的系统性偏差和可能危及检测结果质量的偏离。通过分析检测误差产生的原因,提出降低误差的有效方法,并阐述了检验结果的质量控制方案,帮助推动煤炭领域的进一步发展。 展开更多
关键词 误差 系统误差 随机误差 允许差 能力验证 重复性限 再现性临界差
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激光诱导击穿光谱法分析燃煤的灰成分 被引量:13
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作者 谢承利 陆继东 +3 位作者 李鹏艳 李捷 杨立飞 林兆祥 《工程热物理学报》 EI CAS CSCD 北大核心 2009年第2期329-332,共4页
采用激光诱导击穿光谱分析技术测量煤中的主要灰成分元素。实验用Nd:YAG固体激光器的1064 nm激光脉冲激发烧蚀部分煤块样品,形成样品的等离子体形态;通过光谱仪与光电探测器采集等离子体的发射光谱,以定量分析激发样品中包含的元素种类... 采用激光诱导击穿光谱分析技术测量煤中的主要灰成分元素。实验用Nd:YAG固体激光器的1064 nm激光脉冲激发烧蚀部分煤块样品,形成样品的等离子体形态;通过光谱仪与光电探测器采集等离子体的发射光谱,以定量分析激发样品中包含的元素种类以及对应浓度。本实验定量分析了燃煤中Si、Mg、Al、Ca、Fe、Ti、Na与K元素,与传统的实验室原子吸收光谱的元素分析结果相对比,该方法的定量分析的相对误差在1%~8%之间,各元素可达到的质量浓度探测限均低于元素在煤中的一般含量,验证了基于激光诱导击穿光谱法在线快速实现煤质分析的可行性。 展开更多
关键词 激光诱导击穿光谱 定量分析 相对误差 探测限
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基于NURBS曲线的加减速控制方法研究 被引量:24
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作者 赵巍 王太勇 万淑敏 《中国机械工程》 EI CAS CSCD 北大核心 2006年第1期1-3,共3页
针对目前参数曲线加减速控制的不足,研究了基于NURBS曲线的插补前抛物线-直线-抛物线的S形加减速自适应控制方法,将高速加工中容易超限的弓高误差、机床所承受的加速度等参数均考虑在内,而且合理地解决了插补前加减速控制中的减速点预... 针对目前参数曲线加减速控制的不足,研究了基于NURBS曲线的插补前抛物线-直线-抛物线的S形加减速自适应控制方法,将高速加工中容易超限的弓高误差、机床所承受的加速度等参数均考虑在内,而且合理地解决了插补前加减速控制中的减速点预测困难的问题。采取优化、简化等快捷算法,实现了实时自适应的NURBS等参数曲线插补的加减速控制,并用实例进行了验证。 展开更多
关键词 NURBS曲线插补 实时自适应控制 弓高误差 有限加速度
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h-型自适应有限元法分析中的大坝应力取值标准 被引量:14
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作者 杨强 吴浩 周维垣 《水利学报》 EI CSCD 北大核心 2005年第3期321-327,共7页
本文提出了基于自适应有限元法计算的应力取值标准,即给定一个全局误差限作为自适应有限元网格剖分的准则,以此网格计算所得的应力即为有限元应力取值,它适用于工程计算的Z2后验误差估计方法以及h 型自适应策略。作为算例,文中给出了一... 本文提出了基于自适应有限元法计算的应力取值标准,即给定一个全局误差限作为自适应有限元网格剖分的准则,以此网格计算所得的应力即为有限元应力取值,它适用于工程计算的Z2后验误差估计方法以及h 型自适应策略。作为算例,文中给出了一个典型的重力坝剖面线弹性自适应有限元计算。结果表明,给定一个全局误差限,网格剖分调整若干次后即可满足误差要求,不会出现因角缘应力集中而导致的剖分不收敛情况;对于不同的初始网格,给定一个全局误差限,可以得到应力水平相当的有限元应力取值;存在一个全局误差限,超过该值后,继续降低误差限,坝踵和坝趾的角缘应力趋于稳定值。 展开更多
关键词 后验误差估计 自适应有限元 容许误差限 重力坝
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螺旋锥齿轮安装误差敏感性与容差性研究 被引量:25
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作者 唐进元 雷国伟 +1 位作者 杜晋 卢延峰 《航空动力学报》 EI CAS CSCD 北大核心 2009年第8期1878-1885,共8页
研究含刀倾法和变性法加工的螺旋锥齿轮齿面通用模型建立方法,提出安装误差敏感性和容差性概念,建立安装误差敏感性和容差性分析模型,以包含安装误差的齿面接触分析方法为工具,根据实际的齿轮副参数,获得安装误差对接触质量的影响规律... 研究含刀倾法和变性法加工的螺旋锥齿轮齿面通用模型建立方法,提出安装误差敏感性和容差性概念,建立安装误差敏感性和容差性分析模型,以包含安装误差的齿面接触分析方法为工具,根据实际的齿轮副参数,获得安装误差对接触质量的影响规律和保证接触质量的误差极限值.分析与实例计算表明:安装误差敏感性和容差性模型建立了安装误差与螺旋锥齿轮齿轮接触质量和安装工艺参数之间的联系,为提高螺旋锥齿轮齿轮制造质量和制定科学的安装工艺参数提供了理论指导. 展开更多
关键词 安装误差敏感性 容差性 安装误差 齿面接触分析
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线要素化简算法几何精度评估 被引量:39
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作者 武芳 朱鲲鹏 《武汉大学学报(信息科学版)》 EI CSCD 北大核心 2008年第6期600-603,共4页
在分析化简算法对线要素精度影响主要分为几何精度和属性精度两方面的基础上,针对算法化简过程中曲线在几何特征和点的位置发生变化的特点,对线化简算法的几何精度实施评估,并提出了线的曲折度、位置误差等几何精度评估指标,选择了几种... 在分析化简算法对线要素精度影响主要分为几何精度和属性精度两方面的基础上,针对算法化简过程中曲线在几何特征和点的位置发生变化的特点,对线化简算法的几何精度实施评估,并提出了线的曲折度、位置误差等几何精度评估指标,选择了几种典型的化简算法进行了评估实验,得出了较客观的结论。 展开更多
关键词 线化简 几何精度 位置误差 缓冲区限差 评估
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基于改进模糊ISODATA算法的遥感影像非监督聚类研究 被引量:14
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作者 沈照庆 舒宁 +1 位作者 龚衍 陶建斌 《遥感信息》 CSCD 2008年第5期28-32,共5页
F-ISODATA是一种有效的遥感图像非监督聚类算法。但是,最优迭代次数很难设定;一般遥感图像的数据量大,若迭代误差限取极小值,分类也很难实现。本文以某次迭代中"合并"和"分裂"都为零为求最优分类数的迭代条件,而不... F-ISODATA是一种有效的遥感图像非监督聚类算法。但是,最优迭代次数很难设定;一般遥感图像的数据量大,若迭代误差限取极小值,分类也很难实现。本文以某次迭代中"合并"和"分裂"都为零为求最优分类数的迭代条件,而不是预先设定迭代次数;取最大和最小隶属度取代每一个隶属度为比对特征值,提高了分类速度和精度;利用等效转换研究隶属度矩阵的迭代误差变化规律,得出变化速度趋于稳定时为求解最优隶属度矩阵的智能迭代控制,减少人为事先干预。最后,进行实验分析,结果显示整个改进的算法提高了分类的智能化,整体效果较好。 展开更多
关键词 ISODATA 模糊聚类 模糊隶属度 迭代误差限
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