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A strength reduction method based on double reduction parameters and its application 被引量:45
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作者 袁维 白冰 +1 位作者 李小春 汪海滨 《Journal of Central South University》 SCIE EI CAS 2013年第9期2555-2562,共8页
In the traditional strength reduction method,the cohesion and the friction angle adopt the same reduction parameter,resulting in equivalent proportional reduction.This method does not consider the different effects of... In the traditional strength reduction method,the cohesion and the friction angle adopt the same reduction parameter,resulting in equivalent proportional reduction.This method does not consider the different effects of the cohesion and friction angle on the stability of the same slope and is defective to some extent.Regarding this defect,a strength reduction method based on double reduction parameters,which adopts different reduction parameters,is proposed.The core of the double-parameter reduction method is the matching reduction principle of the slope with different angles.This principle is represented by the ratio of the reduction parameter of the cohesion to that of the friction angle,described as η.With the increase in the slopeangle,ηincreases; in particular,when the slope angle is 45°,tηis 1.0.Through the matching reduction principle,different safety margin factors can be calculated for the cohesion and friction angle.In combination with these two safety margin factors,a formula for calculating the overall safety factor of the slope is proposed,reflecting the different contributions of the cohesion and friction angle to the slope stability.Finally,it is shown that the strength reduction method based on double reduction parameters acquires a larger safety factor than the classic limit equilibrium method,but the calculation results are very close to those obtained by the limit equilibrium method. 展开更多
关键词 double reduction parameter strength reduction method matching reduction principle slope stability
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Solving single-frequency phase ambiguity using parameter weights fitting and constrained equation ambiguity resolution methods 被引量:6
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作者 阳仁贵 欧吉坤 +3 位作者 袁运斌 张克非 闻德保 Ron Grenfell 《Journal of Central South University of Technology》 EI 2006年第1期93-98,共6页
Based on the structural characteristics of the double-differenced normal equation, a new method was proposed to resolve the ambiguity float solution through a selection of parameter weights to construct an appropriate... Based on the structural characteristics of the double-differenced normal equation, a new method was proposed to resolve the ambiguity float solution through a selection of parameter weights to construct an appropriate regularized matrix, and a singular decomposition method was used to generate regularization parameters. Numerical test results suggest that the regularized ambiguity float solution is more stable and reliable than the least-squares float solution. The mean square error matrix of the new method possesses a lower correlation than the variancecovariance matrix of the least-squares estimation. The size of the ambiguity search space is reduced and the search efficiency is improved. The success rate of the integer ambiguity searching process is improved significantly when the ambiguity resolution by using constraint equation method is used to determine the correct ambiguity integervector. The ambiguity resolution by using constraint equation method requires an initial input of the ambiguity float solution candidates which are obtained from the LAMBDA method in the new method. In addition, the observation time required to fix reliable integer ambiguities can he significantly reduced. 展开更多
关键词 global position system ill-conditioned state parameter weight fitting method constraint equation integer ambiguity
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Numerical and experimental evaluation on methods for parameter identification of thermal response tests 被引量:3
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作者 王沣浩 冯琛琛 +1 位作者 颜亮 王新轲 《Journal of Central South University》 SCIE EI CAS 2012年第3期816-823,共8页
Several parameter identification methods of thermal response test were evaluated through numerical and experimental study.A three-dimensional finite-volume numerical model was established under the assumption that the... Several parameter identification methods of thermal response test were evaluated through numerical and experimental study.A three-dimensional finite-volume numerical model was established under the assumption that the soil thermal conductivity had been known in the simulation of thermal response test.The thermal response curve was firstly obtained through numerical calculation.Then,the accuracy of the numerical model was verified with measured data obtained through a thermal response test.Based on the numerical and experimental thermal response curves,the thermal conductivity of the soil was calculated by different parameter identification methods.The calculated results were compared with the assumed value and then the accuracy of these methods was evaluated.Furthermore,the effects of test time,variable data quality,borehole radius,initial ground temperature,and heat injection rate were analyzed.The results show that the method based on cylinder-source model has a low precision and the identified thermal conductivity decreases with an increase in borehole radius.For parameter estimation,the measuring accuracy of the initial temperature of the deep ground soil has greater effect on identified thermal conductivity. 展开更多
关键词 ground source heat pump thermal response parameter identification method numerical simulation
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Modified OMP method for multi-target parameter estimation in frequency-agile distributed MIMO radar 被引量:4
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作者 XING Wenge ZHOU Chuanrui WANG Chunlei 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第5期1089-1094,共6页
Introducing frequency agility into a distributed multipleinput multiple-output(MIMO)radar can significantly enhance its anti-jamming ability.However,it would cause the sidelobe pedestal problem in multi-target paramet... Introducing frequency agility into a distributed multipleinput multiple-output(MIMO)radar can significantly enhance its anti-jamming ability.However,it would cause the sidelobe pedestal problem in multi-target parameter estimation.Sparse recovery is an effective way to address this problem,but it cannot be directly utilized for multi-target parameter estimation in frequency-agile distributed MIMO radars due to spatial diversity.In this paper,we propose an algorithm for multi-target parameter estimation according to the signal model of frequency-agile distributed MIMO radars,by modifying the orthogonal matching pursuit(OMP)algorithm.The effectiveness of the proposed method is then verified by simulation results. 展开更多
关键词 distributed multiple-input multiple-output(MIMO)radar multi-target parameter estimation frequency agility modified orthogonal matching pursuit(OMP)method
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A Theory and Method for Modeling of Structures with Stochastic Parameters
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作者 ZHANG Bei YIN Xue-gang WANG Fu-ming ZHONG Yan-hui CAI Ying-chun 《上海交通大学学报》 EI CAS CSCD 北大核心 2004年第z2期194-198,共5页
In order to reflect the stochastic characteristics of structures more comprehensively and accurately, a theory and method for modeling of structures with stochastic parameters is presented by using probability finite ... In order to reflect the stochastic characteristics of structures more comprehensively and accurately, a theory and method for modeling of structures with stochastic parameters is presented by using probability finite element method and stochastic experiment data of structures based on the modeling of structures with deterministic parameters. Double-decker space frame is taken as an example to validate this theory and method, good results are gained. 展开更多
关键词 PROBABILITY FINITE ELEMENT method STOCHASTIC parameter structure modeling
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Process parameter effects on microstructure and mechanical properties of tubes processed via friction assisted tube straining method
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作者 S.H.HOSSEINI M.SEDIGHI 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第10期3008-3017,共10页
This paper investigates process parameter effects on microstructure and mechanical properties of the tubes processed via recently developed friction assisted tube straining(FATS)method.For this purpose,design of exper... This paper investigates process parameter effects on microstructure and mechanical properties of the tubes processed via recently developed friction assisted tube straining(FATS)method.For this purpose,design of experiment was used to arrange finite element analyses and experimental tests.Numerical and experimental tests were executed by changing rotary speed,feed rate and die angle.Taguchi design results show that increasing feed rate and decreasing rotary speed enhance Zener-Hollomon(Z)parameter and decrease average grain size,while die angle has no considerable effect.Increasing Z value reduces grain size and enhances flow stress of the processed samples,while the experiment with the highest Z value refines initial microstructure from 40 to 8μm and increases flow stress by 5 times. 展开更多
关键词 friction assisted tube straining process parameter MICROSTRUCTURE Taguchi method finite element simulation
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A Mo LC+Mo M-based G^0 distribution parameter estimation method with application to synthetic aperture radar target detection
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作者 朱正为 周建江 郭玉英 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第6期2207-2217,共11页
The accuracy of background clutter model is a key factor which determines the performance of a constant false alarm rate(CFAR) target detection method. G0 distribution is one of the optimal statistic models in the syn... The accuracy of background clutter model is a key factor which determines the performance of a constant false alarm rate(CFAR) target detection method. G0 distribution is one of the optimal statistic models in the synthetic aperture radar(SAR) image background clutter modeling and can accurately model various complex background clutters in the SAR images. But the application of the distribution is greatly limited by its disadvantages that the parameter estimation is complex and the local detection threshold is difficult to be obtained. In order to solve the above-mentioned problems, an synthetic aperture radar CFAR target detection method using the logarithmic cumulant(Mo LC) + method of moment(Mo M)-based G0 distribution clutter model is proposed. In the method, G0 distribution is used for modeling the background clutters, a new Mo LC+Mo M-based parameter estimation method coupled with a fast iterative algorithm is used for estimating the parameters of G0 distribution and an exquisite dichotomy method is used for obtaining the local detection threshold of CFAR detection, which greatly improves the computational efficiency, detection performance and environmental adaptability of CFAR detection. Experimental results show that the proposed SAR CFAR target detection method has good target detection performance in various complex background clutter environments. 展开更多
关键词 synthetic aperture radar (SAR) target detection statistical modeling parameter estimation method of logarithmic cumulant (MoLC)
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A Modeling Method for Transformer Windings Under VFTO Based on S-parameters
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作者 ZHANG Ping WANG You-hua +2 位作者 NIE Xin peng YAN Wei-li ZHANG Hai-jiao 《高电压技术》 EI CAS CSCD 北大核心 2008年第9期1898-1904,共7页
To study the Very Fast Transient Over-voltage (VFTO) distribution in transformer windings in gas insulated substation (GIS), a systematic methodology based on S-parameters is presented for establishing high-frequency ... To study the Very Fast Transient Over-voltage (VFTO) distribution in transformer windings in gas insulated substation (GIS), a systematic methodology based on S-parameters is presented for establishing high-frequency model of transformer windings. Firstly, voltage transfer functions are derived from S-parameters which are calculated or measured from transformer windings. Secondly, voltage transfer functions are fitted with rational functions by the vector fitting method and then the rational transfer functions are order-reduced by optimal Pade-approximation algorithm. Lastly, the resultant voltage transfer functions are synthesized by network technology. Computational results are consistent with simulation results of Electromagnetic Transient Program (EMTP) and confirm the feasibility and validity of proposed methodology. 展开更多
关键词 过电压 瞬变电流 变压器绕组 电压转移法
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Probabilistic model and analysis of coupled train-ballasted track-subgrade system with uncertain structural parameters 被引量:7
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作者 MAO Jian-feng XIAO Yuan-jie +2 位作者 YU Zhi-wu Erol TUTUMLUER ZHU Zhi-hui 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第7期2238-2256,共19页
Random dynamic responses caused by the uncertainty of structural parameters of the coupled train-ballasted track-subgrade system under train loading can pose safety concerns to the train operation.This paper introduce... Random dynamic responses caused by the uncertainty of structural parameters of the coupled train-ballasted track-subgrade system under train loading can pose safety concerns to the train operation.This paper introduced a computational model for analyzing probabilistic dynamic responses of three-dimensional(3D)coupled train-ballasted track-subgrade system(TBTSS),where the coupling effects of uncertain rail irregularities,stiffness and damping properties of ballast and subgrade layers were simultaneously considered.The number theoretical method(NTM)was employed to design discrete points for the multi-dimensional stochastic parameters.The time-histories of stochastic dynamic vibrations of the TBSS with systematically uncertain structural parameters were calculated accurately and efficiently by employing the probability density evolution method(PDEM).The model-predicted results were consistent with those by the Monte Carlo simulation method.A sensitivity study was performed to assess the relative importance of those uncertain structural parameters,based on which a case study was presented to explore the stochastic probability evolution mechanism of such train-ballasted track-subgrade system. 展开更多
关键词 coupled train-ballast-subgrade system structural parameter uncertainty stochastic dynamic analysis probability density evolution method wheel-rail interaction
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Quantitative determination of PFC3D microscopic parameters 被引量:7
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作者 LI Zhuo RAO Qiu-hua 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第3期911-925,共15页
It is important to calibrate micro-parameters for applying partied flow code(PFC)to study mechanical characteristics and failure mechanism of rock materials.Uniform design method is firstly adopted to determine the mi... It is important to calibrate micro-parameters for applying partied flow code(PFC)to study mechanical characteristics and failure mechanism of rock materials.Uniform design method is firstly adopted to determine the microscopic parameters of parallel-bonded particle model for three-dimensional discrete element particle flow code(PFC3D).Variation ranges of microscopic of the microscopic parameters are created by analyzing the effects of microscopic parameters on macroscopic parameters(elastic modulus E,Poisson ratio v,uniaxial compressive strengthσc,and ratio of crack initial stress to uniaxial compressive strengthσci/σc)in order to obtain the actual uniform design talbe.The calculation equations of the microscopic and macroscopic parameters of rock materials can be established by the actual uniform design table and the regression analysis and thus the PFC3D microscopic parameters can be quantitatively determined.The PFC3D simulated results of the intact and pre-cracked rock specimens under uniaxial and triaxial compressions(including the macroscopic mechanical parameters,stress−strain curves and failure process)are in good agreement with experimental results,which can prove the validity of the calculation equations of microscopic and macroscopic parameters. 展开更多
关键词 quantitative relationship of microscopic and macroscopic parameters uniform design method three-dimensional particle flow code(PFC3D) ROCK
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Multi-channel signal parameters joint optimization for GNSS terminals 被引量:1
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作者 WANG Qian ZHANG Chuanding XIAN Deyong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2018年第1期39-47,共9页
Traditional global navigation satellite system(GNSS)terminals for satellite navigation adopt independent channels to track the signals from different satellites, which results in a lack of information interaction betw... Traditional global navigation satellite system(GNSS)terminals for satellite navigation adopt independent channels to track the signals from different satellites, which results in a lack of information interaction between the channels. Inspired by the vector tracking idea, and drawing lessons from the principle that in the position domain the Taylor expanded pseudorange observations can be used for positioning via the least squares method, this paper proposes a novel least squares-based multi-channel parameter joint estimation(MPJE) method in the signal domain, which not only retains the advantages of channel fusion, but also maintains the flexibility and diversity of the localization algorithm. With achieving optimal carrier to noise ratio as the goal, the proposed method obtains the required code loop and carrier loop parameters for signal tracking in the domain of whole channels. Experimental results indicate that this method fully achieves the assistant fusion advantages of frequency lock loop(FLL), phase lock loop(PLL)and delay lock loop(DLL), making good use of the robustness and dynamic properties of the FLL and the measurement accuracy of the DLL, and is helpful for achieving stable and accurate signal tracking under weak signals and high dynamic stress environments. 展开更多
关键词 least squares method signal parameter optimization vector tracking global navigation satellite system(GNSS) weight matrix
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Influence of process parameters on deep drawing of AA6111 aluminum alloy at elevated temperatures 被引量:8
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作者 马闻宇 王宝雨 +2 位作者 傅垒 周靖 黄鸣东 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第4期1167-1174,共8页
To gain a deep insight into the hot drawing process of aluminum alloy sheet, simulations of cylindrical cup drawing at elevated temperatures were carried out with experimental validation. The influence of four importa... To gain a deep insight into the hot drawing process of aluminum alloy sheet, simulations of cylindrical cup drawing at elevated temperatures were carried out with experimental validation. The influence of four important process parameters, namely,punch velocity, blank holder force(BHF), friction coefficient and initial forming temperature of blank on drawing characteristics(i.e.minimum thickness and thickness deviation) was investigated with the help of design of experiments(DOE), analysis of variance(ANOVA) and analysis of mean(ANOM). Based on the results of ANOVA, it is shown that the blank holder force has the greatest influence on minimum thickness. The importance of punch velocity for thickness deviation is 44.35% followed by BHF of 24.88%,friction coefficient of 15.77% and initial forming temperature of blank of 14.995%. After determining the significance of each factor on forming characteristics, how the individual parameter affects characteristics was further analyzed by ANOM. 展开更多
关键词 aluminum process parameters finite element method hot drawing analysis of variance analysis of mean
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Nuclear magnetic resonance(NMR) microscopic simulation based on random-walk: Theory and parameters analysis 被引量:1
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作者 谭茂金 徐晶晶 +1 位作者 邹友龙 徐赤诚 《Journal of Central South University》 SCIE EI CAS 2014年第3期1091-1097,共7页
The microscopic response characteristics of nuclear magnetic resonance(NMR) are widely used for characterizing complex pore structures of rocks. Due to the prohibitive NMR experiment cost, numerical simulation was emp... The microscopic response characteristics of nuclear magnetic resonance(NMR) are widely used for characterizing complex pore structures of rocks. Due to the prohibitive NMR experiment cost, numerical simulation was employed as an alternative approach to verify some theoretical aspects of NMR responses. Firstly, the basic principles of pore-scale NMR simulation based on random-walk method(RWM) were introduced. The RWM-simulated results were benchmarked with the analytical results for an ideal spherical pore model. Then, the effects of two numerical parameters, namely diffusion radius and walk numbers, were studied on the simulation accuracy. The simulation method is then applied to various pore models with different pore sizes and pore shapes filled with different fluids to study the microscopic NMR response characteristics. The numerical experiments are useful for understanding and interpreting NMR measurements and the simulation code provides a numerical tool to perform pixel-based digital rock analysis. 展开更多
关键词 microscopic nuclear magnetic resonance random-walk method pore structure parameters analysis
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Control synthesis of linear distributed parameter switched systems
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作者 Leping Bao Shumin Fei Lin Chai 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第3期565-572,共8页
The control synthesis for switched systems is extended to distributed parameter switched systems in Hilbert space. Based on semigroup and operator theory, by means of multiple Lyapunov method incorporated average dwel... The control synthesis for switched systems is extended to distributed parameter switched systems in Hilbert space. Based on semigroup and operator theory, by means of multiple Lyapunov method incorporated average dwell time approach, sufficient con- ditions are derived in terms of linear operator inequalities frame- work for distributed parameter switched systems. Being applied to one dimensional heat propagation switched systems, these lin- ear operator inequalities are reduced to linear matrix inequalities subsequently. In particular, the state feedback gain matrices and the switching law are designed, and the state decay estimate is explicitly given whose decay coefficient completely depends on the system's parameter and the boundary condition. Finally, two numerical examples are given to illustrate the proposed method. 展开更多
关键词 distributed parameter switched systems multiple Lya-punov method STABILIZATION linear operator inequalitie average dwell time.
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Robust Smooth Time-varying Exponential Stabilization of Dynamic Nonholonomic Mobile Cart with Parameter Uncertainties 被引量:3
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作者 马保离 《自动化学报》 EI CSCD 北大核心 2005年第2期314-319,共6页
For regulating the dynamic nonholonomic mobile cart with parameter uncertainties, a time-varying robust control law is derived to yield globally exponential convergence of cart's position and orientation to the de... For regulating the dynamic nonholonomic mobile cart with parameter uncertainties, a time-varying robust control law is derived to yield globally exponential convergence of cart's position and orientation to the desired set point. The controller design relies on converting the cart's dynamics to an advantageous form, and the robust linear feedback control laws steer the cart's position and orientation errors to zero exponentially. Simulation results show the effectiveness of the proposed control law. 展开更多
关键词 参数不确定 鲁棒镇定 移动小车 增强可靠性 平滑时变控制
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基于离散元法的长江中游地区水田壤土参数标定 被引量:2
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作者 张超 崔履钰 +2 位作者 石涛 杨力 张道德 《农机化研究》 北大核心 2025年第7期35-43,共9页
为研究农业机械与水田壤土间的相互作用,需获取水田壤土的物理及接触参数。结合物理堆积试验,以休止角作为响应值,采用离散元法(DEM)并选取Hertz-Mindlin with JKR(Johnson-Kendall-Roberts)接触模型对长江中游地区水田壤土展开参数标... 为研究农业机械与水田壤土间的相互作用,需获取水田壤土的物理及接触参数。结合物理堆积试验,以休止角作为响应值,采用离散元法(DEM)并选取Hertz-Mindlin with JKR(Johnson-Kendall-Roberts)接触模型对长江中游地区水田壤土展开参数标定研究。首先,通过物理堆积试验获取了壤土休止角(AoR)与含水率间的定量关系,由不同含水率土壤的堆积结果筛分出4种代表性堆积形态,由于水田壤土堆积体轮廓外形比较独特,因此仅对其左右两侧轮廓采用三次多项式进行局部拟合,计算其休止角。以长江中游地区水田壤土成因和预试验为依据来确定其离散元模型中9个参数的高低水平值,通过Plackett-Burman试验设计进行方差分析,发现壤土剪切模量、壤土间动摩擦因数、壤土与不锈钢间静摩擦因数和JKR表面能对AoR影响明显。然后,采用基于响应面法(RSM)原理的Box-Behnken试验设计(BBD)建立了AoR与4个显著性参数间的二次多项式回归模型。依据二次多项式回归模型对目标响应进行预测,得到最优参数组合。以此为基础对壤土AoR进行离散元仿真,AoR数值计算结果(45.4°)与试验结果(44.6°)相对误差为1.79%。最后,选取含水率分别为44.4%、48.7%的壤土进行堆积角仿真模拟,计算结果与堆积试验相对误差分别为2.8%、7.14%。研究表明:回归模型可以根据壤土含水率或AoR预测长江中游地区水田壤土的相关本征参数和接触参数。 展开更多
关键词 水田壤土 离散元法 参数标定 休止角
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基于变异特征的10 min~72 h综合暴雨公式研究 被引量:1
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作者 王东升 李伯根 +2 位作者 杨洋 李青 李宝芬 《水文》 北大核心 2025年第2期29-36,共8页
为满足变化环境下工程设计对更长历时、更高重现期极端暴雨设计需求,以云南省不同典型区域长系列短历时年最大降水量为资料,分析了设计暴雨时程分布变异特征,提出了四参数、两变量指数函数形式综合暴雨概化公式,明确了参数推求方法,并... 为满足变化环境下工程设计对更长历时、更高重现期极端暴雨设计需求,以云南省不同典型区域长系列短历时年最大降水量为资料,分析了设计暴雨时程分布变异特征,提出了四参数、两变量指数函数形式综合暴雨概化公式,明确了参数推求方法,并进行了精度评定。结果表明:(1)提出的指数函数综合暴雨概化公式可简化暴雨公式推求过程,满足时长10 min~72 h、重现期2~100 a一遇设计暴雨计算需要,模拟精度整体优于现行暴雨公式,考虑暴雨变异特征进一步提升了公式精度。(2)建立了云南省8个典型区域10 min~72 h分段综合暴雨公式,绝对均方根误差在0.012~0.028 mm/min,相对均方根误差在2.7%~4.4%,合格率100%。 展开更多
关键词 暴雨变异分析 暴雨公式 参数确定方法 设计暴雨 云南省
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机械法联络通道施工参数全局敏感性影响分析 被引量:1
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作者 马永政 郑义 +3 位作者 朱瑶宏 周汪 牛富生 黄强 《隧道建设(中英文)》 北大核心 2025年第1期98-108,共11页
为研究机械法联络通道多种施工参数对隧道结构及周围地层环境的影响效应,采用基于Sobol理论的全局敏感性分析方法,建立精细化表达隧道结构及施工辅助设施设计特征的有限元数值模型,结合全施工过程数值模拟试验及监测分析验证,开展施工... 为研究机械法联络通道多种施工参数对隧道结构及周围地层环境的影响效应,采用基于Sobol理论的全局敏感性分析方法,建立精细化表达隧道结构及施工辅助设施设计特征的有限元数值模型,结合全施工过程数值模拟试验及监测分析验证,开展施工参数全局敏感性影响分析。结果表明:1)破洞施工使得主隧道最大变形位移相比施工前增加约34%,最大应力水平增加15.5%,接触界面膜应力增加5%~8%,内支撑体系应力水平为-12~40 MPa,施工完成后有一定程度的回弹或减少;2)被切削环开洞口附近应力变形变化较明显,管环横截面内外边缘主应力Ⅲ分布曲线呈纺锤形等几何特征;3)地表位移和隧道变形的计算结果与相应监测值的平均值曲线及变化趋势接近,验证了数值模型结果的合理性;4)针对应力变形相关的不同施工响应目标指标,各施工参数如土舱压力、顶推力、刀盘转矩以及内支撑预应力等的敏感度大小排序各异,通过探讨敏感度最大的土舱压力参数对螺栓组轴力的影响规律特征,得出其影响安全可控。 展开更多
关键词 盾构法 联络通道 数值模拟 位移监测 施工参数 全局敏感性分析
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基于多复合测井参数的复杂岩性核主元识别方法——以开鲁盆地陆西凹陷九佛堂组储层为例 被引量:1
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作者 裴家学 郭晗 +5 位作者 周立国 张甲明 田涯 李皓 李雪英 隋强 《大庆石油地质与开发》 北大核心 2025年第2期136-146,共11页
开鲁盆地陆西凹陷九佛堂组储层复杂岩性与测井曲线之间存在非线性响应关系,致使常规岩性识别方法存在多解性和不确定性。为此引入4个与储层岩性相关的复合测井参数,增强测井曲线描述复杂岩性非线性响应特征能力;结合高斯核函数和多项式... 开鲁盆地陆西凹陷九佛堂组储层复杂岩性与测井曲线之间存在非线性响应关系,致使常规岩性识别方法存在多解性和不确定性。为此引入4个与储层岩性相关的复合测井参数,增强测井曲线描述复杂岩性非线性响应特征能力;结合高斯核函数和多项式核函数各自的优良特性,构建组合核函数,改善核主元分析方法的全局识别能力;采用K-折交叉验证法确定合理的核半径参数,从而建立一套基于多复合测井参数表征的复杂岩性核主元识别方法。实际岩性数据测试分析结果表明,引入多复合测井参数后,复杂岩性数据在核主元空间具有显著的线性可分性,岩性相对位置集中、固定且区带划分标准明确,表明该岩性划分方法具有良好的稳定性,后验识别符合率92.7%以上,证明该方法在复杂岩性识别中的有效性。研究成果为开鲁盆地复杂岩性区的岩性精确识别提供了一种新的技术思路。 展开更多
关键词 核主元分析 岩性识别 复合测井参数 组合核函数 K-折交叉验证法
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基于DAV_DWA算法的农业机器人局部路径规划 被引量:2
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作者 汪小旵 祁子涵 +3 位作者 杨震宇 王得志 黄慧星 卢美光 《农业机械学报》 北大核心 2025年第2期105-114,共10页
为解决农业机器人在示范温室工作通道行驶中难以避让动态障碍物、易陷入局部最小值、无法到达目标点等问题,提出了基于双障碍物评价函数、自适应权重和虚拟目标法的动态窗口法(Dual obstacle cost function,adaptive weights and virtua... 为解决农业机器人在示范温室工作通道行驶中难以避让动态障碍物、易陷入局部最小值、无法到达目标点等问题,提出了基于双障碍物评价函数、自适应权重和虚拟目标法的动态窗口法(Dual obstacle cost function,adaptive weights and virtual target_dynamic window approach,DAV_DWA)来实现机器人局部路径规划。首先,采用动静双策略的避障方法,将动态和静态障碍物安全距离划分为2个评价函数,降低动态障碍物碰撞风险且防止对静态障碍物过度避障;其次,提出评价函数权重自适应策略,根据2种障碍物距离实现自适应调整各评价函数权重,以增强机器人在不同复杂环境中的路径寻优能力;最后,提出虚拟目标法,使其脱离局部最小值后继续导航,增强其对于局部最小值的路径规划能力。对比仿真试验和温室实地试验结果表明,在仿真环境中,相较于其他算法,DAV_DWA算法在保证安全性的前提下,能够在更短的时间内,以更短的路径到达目标点;温室障碍物场景中,机器人可以完成自主导航任务,且定位误差不大于0.12 m,跟踪误差不大于0.10 m,符合实际需求。 展开更多
关键词 农业机器人 路径规划 动态窗口法 参数自适应 局部最小值
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