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Benchmarking of two three-dimensional numerical models in time/space domain to predict railway-induced ground vibrations 被引量:2
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作者 Jesus Fernandez-Ruiz Luis E.Medina Rodriguez +1 位作者 Pedro Alves Costa Margarita Martinez-Diaz 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2021年第1期245-256,共12页
In the last 30 years,the scientific community has developed and proposed different models and numerical approaches for the study of vibrations induced by railway traffic.Most of them are formulated in the frequency/wa... In the last 30 years,the scientific community has developed and proposed different models and numerical approaches for the study of vibrations induced by railway traffic.Most of them are formulated in the frequency/wave number domain and with a 2.5D approach.Three-dimensional numerical models formulated in the time/space domain are less frequently used,mainly due to their high computational cost.Notwithstanding,these models present very attractive characteristics,such as the possibility of considering nonlinear behaviors or the modelling of excess pore pressure and non-homogeneous and non-periodic geometries in the longitudinal direction of the track.In this study,two 3D numerical approaches formulated in the time/space domain are compared and experimentally validated.The first one consists of a finite element approach and the second one of a finite difference approach.The experimental validation in an actual case situated in Carregado(Portugal)shows an acceptable fitting between the numerical results and the actual measurements for both models.However,there are some differences among them.This study therefore includes some recommendations for their use in practical soil dynamics and geotechnical engineering. 展开更多
关键词 railway vibrations time/space domain 3D numerical model finite difference method implicit finite element method
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An Improved Time Domain Approach for Analysis of Floating Bridges Based on Dynamic Finite Element Method and State-Space Model 被引量:1
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作者 XIANG Sheng CHENG Bin +1 位作者 ZHANG Feng-yu TANG Miao 《China Ocean Engineering》 SCIE EI CSCD 2022年第5期682-696,共15页
The floating bridge bears the dead weight and live load with buoyancy,and has wide application prospect in deep-water transportation infrastructure.The structural analysis of floating bridge is challenging due to the ... The floating bridge bears the dead weight and live load with buoyancy,and has wide application prospect in deep-water transportation infrastructure.The structural analysis of floating bridge is challenging due to the complicated fluid-solid coupling effects of wind and wave.In this research,a novel time domain approach combining dynamic finite element method and state-space model(SSM)is established for the refined analysis of floating bridges.The dynamic coupled effects induced by wave excitation load,radiation load and buffeting load are carefully simulated.High-precision fitted SSMs for pontoons are established to enhance the calculation efficiency of hydrodynamic radiation forces in time domain.The dispersion relation is also introduced in the analysis model to appropriately consider the phase differences of wave loads on pontoons.The proposed approach is then employed to simulate the dynamic responses of a scaled floating bridge model which has been tested under real wind and wave loads in laboratory.The numerical results are found to agree well with the test data regarding the structural responses of floating bridge under the considered environmental conditions.The proposed time domain approach is considered to be accurate and effective in simulating the structural behaviors of floating bridge under typical environmental conditions. 展开更多
关键词 floating bridge time domain analysis dynamic analysis state-space model environmental load
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High Precision Time Domain Forward Modeling for Crosshole Electromagnetic Tomography
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作者 林树海 赵立英 《Journal of China University of Geosciences》 SCIE CSCD 2007年第4期320-325,共6页
To improve the resolution of crosshole electromagnetic tomography, high precision of forward modeling is necessary. A pseudo-spectral time domain (PSTD) forward modeling was used to simulate electromagnetic wave pro... To improve the resolution of crosshole electromagnetic tomography, high precision of forward modeling is necessary. A pseudo-spectral time domain (PSTD) forward modeling was used to simulate electromagnetic wave propagation between two boreholes. The PSTD algorithm is based on the finite difference time domain (FDTD) method and uses the fast Fourier transform (FFT) algorithm for spatial derivatives in Maxwell's equations. Besides having the strongpoint of the FDTD method, the calculation precision of the PSTD algorithm is higher than that of the FDTD method under the same calculation condition. The forward modeling using the PSTD method will play an important role in enhancing the resolution of crosshole electromagnetic tomography. 展开更多
关键词 finite difference time domain method pseudo.spectral time domain algorithm forward modeling tomography.
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Time-domain compressive dictionary of attributed scattering center model for sparse representation
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作者 钟金荣 文贡坚 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第3期604-622,共19页
Parameter estimation of the attributed scattering center(ASC) model is significant for automatic target recognition(ATR). Sparse representation based parameter estimation methods have developed rapidly. Construction o... Parameter estimation of the attributed scattering center(ASC) model is significant for automatic target recognition(ATR). Sparse representation based parameter estimation methods have developed rapidly. Construction of the separable dictionary is a key issue for sparse representation technology. A compressive time-domain dictionary(TD) for ASC model is presented. Two-dimensional frequency domain responses of the ASC are produced and transformed into the time domain. Then these time domain responses are cutoff and stacked into vectors. These vectored time-domain responses are amalgamated to form the TD. Compared with the traditional frequency-domain dictionary(FD), the TD is a matrix that is quite spare and can markedly reduce the data size of the dictionary. Based on the basic TD construction method, we present four extended TD construction methods, which are available for different applications. In the experiments, the performance of the TD, including the basic model and the extended models, has been firstly analyzed in comparison with the FD. Secondly, an example of parameter estimation from SAR synthetic aperture radar(SAR) measurements of a target collected in an anechoic room is exhibited. Finally, a sparse image reconstruction example is from two apart apertures. Experimental results demonstrate the effectiveness and efficiency of the proposed TD. 展开更多
关键词 attributed scattering center model parameter estimation DICTIONARY time domain
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Modeling and Simulations in Symmetrical Supercapacitors Using Time Domain Mathematical Expressions
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作者 Antonio Paulo Rodrigues Fernandez Elio Alberto Périgo Rubens Nunes de Faria Júnior 《Journal of Applied Mathematics and Physics》 2022年第10期3083-3100,共18页
This study presents the deduction of time domain mathematical equations to simulate the curve of the charging process of a symmetrical electrochemical supercapacitor with activated carbon electrodes fed by a source of... This study presents the deduction of time domain mathematical equations to simulate the curve of the charging process of a symmetrical electrochemical supercapacitor with activated carbon electrodes fed by a source of constant electric potential in time ε and the curve of the discharge process through two fixed resistors. The first resistor R<sub>Co</sub> is a control that aims to prevent sudden variations in the intensity of the electric current i<sub>1</sub>(t) present at the terminals of the electrochemical supercapacitor at the beginning of the charging process. The second resistor is the internal resistance R<sub>A</sub> of the ammeter used in the calculation of the intensity of the electric current i<sub>1</sub>(t) over time in the charging and discharging processes. The mathematical equations generated were based on a 2R(C + kU<sub>C</sub>(t)) electrical circuit model and allowed to simulate the effects of the potential-dependent capacitance (kU<sub>C</sub>(t)) on the charge and discharge curves and hence on the calculated values of the fixed capacitance C, the equivalent series resistance (ESR), the equivalent parallel resistance (EPR) and the electrical potential dependent capacitance index k. 展开更多
关键词 Symmetrical Supercapacitors Electrical Circuit modeling Potential Dependent Capacitance Simulation of Charge and Discharge Curves time domain Mathematical Equations
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一种处理Cole-Cole色散媒质的FDTD改进方案 被引量:7
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作者 刘广东 张开银 范士民 《计算物理》 CSCD 北大核心 2014年第3期363-371,共9页
对柯尔-柯尔(Cole-Cole)色散媒质的时域有限差分(FDTD)方案尝试给出改进:(1)保留了Cole-Cole经验公式中的静态电导率项;(2)扩展到三维情形;(3)人体乳房组织的模型参数源于实验测量.数值算例结果初步证实改进方案的可行性和有效性.改进... 对柯尔-柯尔(Cole-Cole)色散媒质的时域有限差分(FDTD)方案尝试给出改进:(1)保留了Cole-Cole经验公式中的静态电导率项;(2)扩展到三维情形;(3)人体乳房组织的模型参数源于实验测量.数值算例结果初步证实改进方案的可行性和有效性.改进方案适用于模拟更一般柯尔-柯尔色散媒质中的电波传播. 展开更多
关键词 时域有限差分方法 色散媒质 柯尔-柯尔模型
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时域激电数据的Cole-Cole模型参数反演与应用 被引量:9
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作者 蓝常斌 罗润林 +5 位作者 王兆龙 罗天涯 黄正杰 周文 董超 邓文志 《桂林理工大学学报》 CAS 北大核心 2012年第2期184-188,共5页
Cole-Cole模型的频谱参数可以用于区分引起激电异常的极化体和寻找深部矿(化)体。Cole-Cole模型参数以往由频谱激电数据求得,但它需要观测多个数据,野外工作效率低,而时间域数据的使用却是十分普遍。据此,提出了一种基于时间域激电数据... Cole-Cole模型的频谱参数可以用于区分引起激电异常的极化体和寻找深部矿(化)体。Cole-Cole模型参数以往由频谱激电数据求得,但它需要观测多个数据,野外工作效率低,而时间域数据的使用却是十分普遍。据此,提出了一种基于时间域激电数据的Cole-Cole模型参数的最小二乘反演方法。该方法根据频谱激电和时间域激电可以相互转换的理论,在时间域激电中,用几个不同延时段的视充电率计算出Cole-Cole模型参数。实例表明:利用Cole-Cole模型参数极大地丰富了时间域激发极化法的有效信息,可以区分一些常规激电法所不能区分的异常体,提高了时间域激电勘探能力。 展开更多
关键词 视充电率 频谱参数 cole-cole模型 时间域激电反演
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基于激电数据的Cole-Cole模型频谱参数反演 被引量:5
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作者 章飞亮 《工程地球物理学报》 2011年第5期525-529,共5页
Cole-Cole模型是频谱激电的一个重要模型,其参数可以区分引起激电异常的极化体和寻找深部矿(化)体。目前时间域激发极化法通常只利用视电阻率和视极化率(或某一个视充电率)数据对勘探目标进行解释,而忽视了其它视充电率数据,造成资源浪... Cole-Cole模型是频谱激电的一个重要模型,其参数可以区分引起激电异常的极化体和寻找深部矿(化)体。目前时间域激发极化法通常只利用视电阻率和视极化率(或某一个视充电率)数据对勘探目标进行解释,而忽视了其它视充电率数据,造成资源浪费。为充分利用时间域激电数据,提出一种Cole-Cole模型参数反演方法。该方法只需要3个以上视充电率,简单易行,不会明显增加野外的工作量,为时域激电勘探提供更为丰富的信息。算例表明,这种方法反演精度较高,结果可靠。同时,本文在不同的仪器之间分别采集了时域和频率域的激电实验数据,通过对时域和频率域Cole-Cole模型频谱参数反演的对比计算,验证了该方法的可靠性。 展开更多
关键词 视充电率 cole-cole模型 时域激电 频率域激电 反演
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Far-infrared conductivity of CuS nanoparticles measured by terahertz time-domain spectroscopy 被引量:1
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作者 杨玉平 张振伟 +2 位作者 施宇蕾 冯帅 王文忠 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第4期213-217,共5页
This paper reports that terahertz time-domain spectroscopy is used to measure the optical properties of CuS nanoparticles in composite samples. The complex conductivity of pure CuS nanoparticles is extracted by applyi... This paper reports that terahertz time-domain spectroscopy is used to measure the optical properties of CuS nanoparticles in composite samples. The complex conductivity of pure CuS nanoparticles is extracted by applying the Bruggeman effective medium theory. The experimental data are consistent with the Drude-Smith model of conductivity in the range of 0.2 1.5 THz. The results demonstrate that carriers become localized with a backscattering behaviour in small-size nanostructures. In addition, the time constant for the carrier scattering is obtained and is only 64.3 fs due to increased electron interaction with interfaces and grain boundaries. 展开更多
关键词 terahertz time-domain spectroscopy CONDUCTIVITY effective medium theory Drude-Smith model
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基于数字滤波算法的时域激电场Cole-Cole模型参数最优化计算 被引量:1
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作者 刘瑞泽 孟庆鑫 乔圣扬 《河北地质大学学报》 2022年第1期77-82,共6页
随着近年来物探设备和方法技术的更新,时谱激电成为时间域直流激电法的主要发展方向。时谱特征参数包含着反映极化体时变状态的信息,求解时谱特征参数对寻找地下极化异常体发挥着重要作用。本文以频域柯尔-柯尔模型为基础,基于数字滤波... 随着近年来物探设备和方法技术的更新,时谱激电成为时间域直流激电法的主要发展方向。时谱特征参数包含着反映极化体时变状态的信息,求解时谱特征参数对寻找地下极化异常体发挥着重要作用。本文以频域柯尔-柯尔模型为基础,基于数字滤波算法,对频域柯尔-柯尔模型进行了频时变换得到时域表达式,利用该时域表达式计算不同时刻和谱特征参数条件的时变电阻率和激电场电位差;然后利用上述时域表达式构造了目标函数,利用梯度法编写了视谱特征参数最优化算法,并进行理论算例试算。结果表明:通过理论算例试算,证明本文编写的视谱特征参数最优化算法是可行的,而且本文编写的该算法具有较好的精确度。 展开更多
关键词 时间域谱激电法 柯尔-柯尔模型 数字滤波算法 最优化计算
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Modeling and Sliding Mode Control with Boundary Layer for Unmanned Coaxial Rotor Ducted Fan Helicopter 被引量:1
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作者 Chen Zhi Wang Daobo +1 位作者 Zeng Ziyang Wang Biao 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2016年第2期199-207,共9页
The structure and modeling of a novel unmanned coaxial rotor ducted fan helicopter(RDFH)are introduced,and then,based on the helicopter air dynamics and kinematics principles,a nonlinear model of the coaxial rotor duc... The structure and modeling of a novel unmanned coaxial rotor ducted fan helicopter(RDFH)are introduced,and then,based on the helicopter air dynamics and kinematics principles,a nonlinear model of the coaxial rotor ducted fan helicopter is developed and implemented on the basis of the wind tunnel experiment.After that,the helicopter′s stability and coupling characteristics of manipulation are analyzed through time-domain.Finally,a sliding mode controller(SMC)with boundary layers is developed on a hardware in the loop platform using digital signal processor(DSP)as the flight control computer.The results show that the RDFH′s tracking ability performs well under the use of proposed controller. 展开更多
关键词 modelING COAXIAL ROTOR ducted fan HELICOPTER (RDFH) time-domain analysis sliding mode controller(SMC)
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The Parameter Estimation Methods for the Mathematical Model of Force-balance Accelerometer
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作者 钮永胜 赵新民 +1 位作者 郭振芹 周健 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1996年第1期43-48,共6页
TheParameterEstimationMethodsfortheMathematicalModelofForce-balanceAccelerometerNIUYongsheng;ZHAOXinmin;GUOZ... TheParameterEstimationMethodsfortheMathematicalModelofForce-balanceAccelerometerNIUYongsheng;ZHAOXinmin;GUOZhenqin;ZHOUJian(钮... 展开更多
关键词 ss:Accelerometer electric STIMULATION time domain model building
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Active suspension with optimal control based on a full vehicle model
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作者 张军伟 陈思忠 赵玉壮 《Journal of Beijing Institute of Technology》 EI CAS 2016年第1期81-90,共10页
The 7-DOF model of a full vehicle with an active suspension is developed in this paper.The model is written into the state equation style.Actuator forces are treated as inputs in the state equations.Based on the basic... The 7-DOF model of a full vehicle with an active suspension is developed in this paper.The model is written into the state equation style.Actuator forces are treated as inputs in the state equations.Based on the basic optimal control theory,the optimal gains for the control system are figured out.So an optimal controller is developed and implemented using Matlab/Simulink,where the Riccati equation with coupling terms is deduced using the Hamilton equation.The all state feedback is chosen for the controller.The gains for all vehicle variables are traded off so that majority of indexes were up to optimal.The active suspension with optimal control is simulated in frequency domain and time domain separately,and compared with a passive suspension.Throughout all the simulation results,the optimal controller developed in this paper works well in the majority of instances.In all,the comfort and ride performance of the vehicle are improved under the active suspension with optimal control. 展开更多
关键词 active suspension full vehicle model optimal control frequencydomain time domain
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Analysis of fMRI Single Subject Data in the Fourier Domain Acquired Using a Multiple Input Stimulus Experimental Design
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作者 Daniel Rio Robert Rawlings +2 位作者 Lawrence Woltz Jodi Gilman Daniel Hommer 《Journal of Signal and Information Processing》 2012年第4期469-480,共12页
Analysis of functional MRI (fMRI) blood oxygenation level dependent (BOLD) data is typically carried out in the time domain where the data has a high temporal correlation. These analyses usually employ parametric mode... Analysis of functional MRI (fMRI) blood oxygenation level dependent (BOLD) data is typically carried out in the time domain where the data has a high temporal correlation. These analyses usually employ parametric models of the hemodynamic response function (HRF) where either pre-whitening of the data is attempted or autoregressive (AR) models are employed to model the noise. Statistical analysis then proceeds via regression of the convolution of the HRF with the input stimuli. This approach has limitations when considering that the time series collected are embedded in a brain image in which the AR model order may vary and pre-whitening techniques may be insufficient for handling faster sampling times. However fMRI data can be analyzed in the Fourier domain where the assumptions made as to the structure of the noise can be less restrictive and hypothesis tests are straightforward for single subject analysis, especially useful in a clinical setting. This allows for experiments that can have both fast temporal sampling and event-related designs where stimuli can be closely spaced in time. Equally important, statistical analysis in the Fourier domain focuses on hypothesis tests based on nonparametric estimates of the hemodynamic transfer function (HRF in the frequency domain). This is especially important for experimental designs involving multiple states (drug or stimulus induced) that may alter the form of the response function. In this context a univariate general linear model in the Fourier domain has been applied to analyze BOLD data sampled at a rate of 400 ms from an experiment that used a two-way ANOVA design for the deterministic stimulus inputs with inter-stimulus time intervals chosen from Poisson distributions of equal intensity. 展开更多
关键词 FMRI (BOLD) time Series ANALYSIS SINGLE SUBJECT ANALYSIS Fourier domain Statistical ANALYSIS Complex General Linear model ALCOHOLISM Research
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海上风电低频输电系统快速母线保护 被引量:1
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作者 宋国兵 高校平 +3 位作者 张晨浩 窦竟铭 王秀丽 宁联辉 《电力系统自动化》 EI CSCD 北大核心 2024年第2期29-36,共8页
海上风电低频输电系统母线故障后,换流器型电源等效电势与阻抗因控制的切换与调整过程,不再像传统电网可视为恒定。文中理论分析了母线电流差动保护适应性,明确故障控制策略对差动保护灵敏度的影响方式。利用母线区内外故障所对应的故... 海上风电低频输电系统母线故障后,换流器型电源等效电势与阻抗因控制的切换与调整过程,不再像传统电网可视为恒定。文中理论分析了母线电流差动保护适应性,明确故障控制策略对差动保护灵敏度的影响方式。利用母线区内外故障所对应的故障等效模型不同,提出基于时域全量模型识别的母线保护。该保护原理反映被保护元件自身拓扑的变化,理论上具有不受电源特性影响的优势,同样适用于其他换流器型电网。同时,所提保护在时域中实现,不存在相量提取问题,动作速度快。最后,在PSCAD/EMTDC中搭建了仿真模型,验证了所提母线保护的可靠性和快速性。 展开更多
关键词 海上风电 低频输电系统 母线保护 适应性 模型识别 时域全量
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基于时频域分析的车载毫米波雷达干扰抑制方法 被引量:2
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作者 李家强 危雨萱 +1 位作者 任梦豪 陈金立 《中国电子科学研究院学报》 2024年第2期109-118,共10页
文中针对车载调频连续波雷达之间相互干扰导致虚警和漏警的问题,提出一种在时频域基于改进经验模式分解和自回归模型相结合的干扰抑制方法。该方法首先使用经验模式分解区分出拍频信号中干扰分量主导的低阶本征模态函数,将其转换到短时... 文中针对车载调频连续波雷达之间相互干扰导致虚警和漏警的问题,提出一种在时频域基于改进经验模式分解和自回归模型相结合的干扰抑制方法。该方法首先使用经验模式分解区分出拍频信号中干扰分量主导的低阶本征模态函数,将其转换到短时傅里叶变换域后通过全局阈值方法进行干扰分量定位;其次,在时频域根据定位信息将拍频信号包含干扰的数据置零;最后,使用自回归模型对拍频信号中缺失的有用信号进行估计并插值。通过仿真和实测结果显示,该方法在精确地去除干扰分量的同时可以减少有用信号的功率损失,干扰抑制后的信号与参考信号的相关系数达到0.9697。与现有干扰抑制技术相比文中方法也体现出更优的干扰抑制性能。 展开更多
关键词 调频连续波雷达 干扰抑制 时频域 经验模式分解 自回归模型
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基于分段涂层时域反射探头的天然气水合物测试平台开发及实验研究
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作者 邢兰昌 马子胜 +2 位作者 刘宝 魏伟 韩维峰 《实验技术与管理》 CAS 北大核心 2024年第10期141-149,共9页
该文基于分段涂层时域反射(time-domain reflectometry,TDR)探头,开发了一套用于开展海洋沉积物中水合物模拟实验和TDR响应测试的平台。平台的硬件部分包括样品容器、TDR测试单元、温度测量单元;软件部分包括TDR测试单元和温度测量单元... 该文基于分段涂层时域反射(time-domain reflectometry,TDR)探头,开发了一套用于开展海洋沉积物中水合物模拟实验和TDR响应测试的平台。平台的硬件部分包括样品容器、TDR测试单元、温度测量单元;软件部分包括TDR测试单元和温度测量单元软件。通过标定TDR探头参数、校正分段涂层影响,平台可同步测量高电导率海洋沉积物表观介电常数和电导率。用四氢呋喃水合物模拟天然气水合物,在天然海砂中模拟其生成分解过程并进行了TDR测试,通过分析水合物生成过程中TDR测试的表观介电常数和电导率动态变化特征、讨论水合物饱和度的影响规律,验证了该测试平台的可靠性。基于理论分析分别建立了基于表观介电常数、电导率以及两者联合的水合物饱和度计算模型,实验数据检验结果表明联合模型的水合物饱和度计算误差最低。 展开更多
关键词 天然气水合物 测试平台 时域反射技术 分段涂层探头 电学模型
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基于时域有限差分法的电性源感应-极化效应三维数值模拟
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作者 嵇艳鞠 邓昌伟 +2 位作者 王宇航 刘航 吴琼 《吉林大学学报(地球科学版)》 CAS CSCD 北大核心 2024年第4期1373-1382,共10页
时域电性源电磁探测法是一种可以有效快速探测矿产资源的方法。极化效应会导致电性源电磁响应快速衰减,发生符号反转现象。本文采用Cole-Cole模型描述极化效应,利用整数阶有理逼近算法实现任意分数阶Cole-Cole模型有理化;采用Yee氏网格... 时域电性源电磁探测法是一种可以有效快速探测矿产资源的方法。极化效应会导致电性源电磁响应快速衰减,发生符号反转现象。本文采用Cole-Cole模型描述极化效应,利用整数阶有理逼近算法实现任意分数阶Cole-Cole模型有理化;采用Yee氏网格对仿真区域进行剖分,基于时域有限差分(finite-difference time-domain, FDTD)法实现电性源感应-极化效应三维数值模拟。本文对三种典型模型(均匀半空间模型、极化半空间模型和三维极化体模型)的电磁响应进行数值模拟,结果表明:均匀半空间模型的电磁响应与解析解基本吻合,并且相对误差小于10%,证明了三维数值模拟方法的正确性;极化半空间模型与三维极化体模型的电磁响应均在晚期出现了负响应,与极化理论结果相符合。 展开更多
关键词 电性源 cole-cole模型 有理逼近 时域有限差分 极化效应
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融合时序分类的科技领域实体增长预测研究
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作者 陈果 陈智力 陈霜澜 《情报理论与实践》 CSSCI 北大核心 2024年第2期116-123,共8页
[目的/意义]科技领域实体增长机制是进行预测型科技情报分析的核心,要有效地进行科技发展态势感知和预测,必须深入了解科技领域细粒度知识增长机制。文章提出并验证了融合时序分类的科技领域实体增长预测方案。[方法/过程]首先,根据实... [目的/意义]科技领域实体增长机制是进行预测型科技情报分析的核心,要有效地进行科技发展态势感知和预测,必须深入了解科技领域细粒度知识增长机制。文章提出并验证了融合时序分类的科技领域实体增长预测方案。[方法/过程]首先,根据实体词频时间序列的增长模式,将实体分为可拟合、有趋势和无规律3种类别;其次,利用曲线拟合、局部加权回归方法抽取特征,构建特征向量,再用MLP模型实现了高精度的实体分类;最后,构建融合时序分类的集成模型与基线模型进行对比验证效果。[结果/结论]根据实验结果,验证显示集成预测模型相对于基线模型,误差减少了13%以上,进一步证实了预测结果在科学性和准确性方面的优势。综合考虑,所提出的融合时间序列分类的实体增长预测方案在可行性和应用价值方面具备潜力。 展开更多
关键词 时间序列分类 领域实体 实体增长预测 集成模型
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MOSFET输出电容对CLLLC谐振变换器模型的优化
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作者 张新闻 刘文泽 +1 位作者 杨树德 刘百林 《电工技术学报》 EI CSCD 北大核心 2024年第22期7228-7238,共11页
在CLLLC谐振变换器基波等效建模方法中,未虑及变压器二次电流为零及死区时间内MOSFET输出电容对输出侧H桥桥臂中点电压的影响,当开关频率低于谐振频率(欠谐振)时,变换器输出侧H桥桥臂中点电压模型的准确性有待进一步提高。该文通过解析... 在CLLLC谐振变换器基波等效建模方法中,未虑及变压器二次电流为零及死区时间内MOSFET输出电容对输出侧H桥桥臂中点电压的影响,当开关频率低于谐振频率(欠谐振)时,变换器输出侧H桥桥臂中点电压模型的准确性有待进一步提高。该文通过解析变换器欠谐振区域模型准确度较低的成因,得到变压器二次电流为零及死区时间内MOSFET输出电容电压方程,对基波等效建模方法进行了更为深入的研究,提出了状态变量(输出侧H桥桥臂中点电压、变压器二次电流)与变换器增益的优化计算方法。该方法计算式中包含开关频率、谐振频率、输出电压和MOSFET输出电容的信息,减小了状态变量稳态值求解误差,使等效输出负载与谐振腔参数更加准确,解决了欠谐振时变换器输出侧H桥桥臂中点电压模型精度相对较低的问题。最后,搭建CLLLC谐振变换器电路仿真模型与实验系统对所提方法进行验证,结果验证了该文理论分析的正确性。 展开更多
关键词 MOSFET输出电容 CLLLC谐振变换器 基波等效(FHA)模型 时域分析
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