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Lg-Q model and its implication on high-frequency ground motion for earthquakes in the Sichuan and Yunnan region 被引量:3
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作者 Zhi Wei Li Zhao 《Earth and Planetary Physics》 CSCD 2019年第6期526-536,共11页
Low-rise buildings are susceptible to high-frequency ground motion.The high-frequency ground motions at regional distances are mainly controlled by crustal Lg waves whose amplitudes are typically much larger than thos... Low-rise buildings are susceptible to high-frequency ground motion.The high-frequency ground motions at regional distances are mainly controlled by crustal Lg waves whose amplitudes are typically much larger than those of body waves.In this study,we develop a Lg-wave Q model for the Sichuan and Yunnan region in the frequency band of 0.3–2.0 Hz using regional seismic records of 1166 earthquakes recorded at 152 stations.Comparison between the observed pattern of ground motion from real earthquake and model prediction demonstrates the robustness and effectiveness of our Lg-Q model.Then,assuming that the Lg-wave Q structure is the main factor affecting the propagation of the high-frequency ground motions,we calculate the spatial distributions of high-frequency ground motions from scenario earthquakes at different locations in the region using the average Lg-wave attenuation model over the frequency band of 0.3–2.0 Hz.We also use the Lg-Q model to estimate the distribution of cumulative energy of high-frequency ground motions based on the historical seismicity of the Sichuan and Yunnan region.Results show that the Lg-Q model can be used effectively in estimating the spatial distribution of high-frequency seismic energies and thus can contribute to the assessment of seismic hazard to low-rise buildings. 展开更多
关键词 Lg-wave attenuation model high-frequency ground motions seismic hazards LOW-RISE buildings
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Phase field model for electric-thermal coupled discharge breakdown of polyimide nanocomposites under high frequency electrical stress
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作者 韩智云 李庆民 +3 位作者 李俊科 王梦溪 任瀚文 邹亮 《Plasma Science and Technology》 SCIE EI CAS CSCD 2024年第2期114-124,共11页
In contrast to conventional transformers, power electronic transformers, as an integral component of new energy power system, are often subjected to high-frequency and transient electrical stresses, leading to heighte... In contrast to conventional transformers, power electronic transformers, as an integral component of new energy power system, are often subjected to high-frequency and transient electrical stresses, leading to heightened concerns regarding insulation failures. Meanwhile, the underlying mechanism behind discharge breakdown failure and nanofiller enhancement under high-frequency electrical stress remains unclear. An electric-thermal coupled discharge breakdown phase field model was constructed to study the evolution of the breakdown path in polyimide nanocomposite insulation subjected to high-frequency stress. The investigation focused on analyzing the effect of various factors, including frequency, temperature, and nanofiller shape, on the breakdown path of Polyimide(PI) composites. Additionally, it elucidated the enhancement mechanism of nano-modified composite insulation at the mesoscopic scale. The results indicated that with increasing frequency and temperature, the discharge breakdown path demonstrates accelerated development, accompanied by a gradual dominance of Joule heat energy. This enhancement is attributed to the dispersed electric field distribution and the hindering effect of the nanosheets. The research findings offer a theoretical foundation and methodological framework to inform the optimal design and performance management of new insulating materials utilized in high-frequency power equipment. 展开更多
关键词 dielectric discharge breakdown high frequency power electronic transformer polyimide nanocomposites phase field model
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A Switching Method for a Model Reference Robust Control with Unknown High Frequency Gain Sign
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作者 YUAN Li-Na LIN Yan 《自动化学报》 EI CSCD 北大核心 2006年第4期618-623,共6页
The problem of controlling a single-input-single-output plant without prior knowledge of high frequency gain sign is addressed by using the model reference robust control approach.A switching method is proposed based ... The problem of controlling a single-input-single-output plant without prior knowledge of high frequency gain sign is addressed by using the model reference robust control approach.A switching method is proposed based on a monitoring function so that after a finite number of swi- tchings the tracking error converges to zero exponentially.Furthermore,it is shown that if some initial states of the closed-loop system are zero,only one switching is needed. 展开更多
关键词 model following high-frequency gain robust control switching control
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5G High Frequency Band Channel Modeling and Insights on System Design
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作者 Qian(Clara) Li Geng Wu 《电信网技术》 2015年第5期54-62,共9页
There are two main opposing views in the wireless industry on the feasibility of developing 5th generation(5G) cellular networks in mm-Wave bands. The optimistic view is based on the fact that the path loss in mm Wave... There are two main opposing views in the wireless industry on the feasibility of developing 5th generation(5G) cellular networks in mm-Wave bands. The optimistic view is based on the fact that the path loss in mm Wave bands is not significantly worse than that in cellular bands when beamforming gain is also considered. The cautious view points out the significant blockage issues due to the lack of diffraction and adequate penetration in mm Wave bands. The implementation of 5G mm Wave cellular networks also faces major challenges due to the high link budget needed for long- range communication and the strong dependency on beamforming technology. This paper addresses some of these fundamental technology issues, from mm Wave channel characters and channel modeling to the implications on system and network architecture design.Although we believe that mm Wave can be used for 5G networks, we show that the air interface, device and network design will be very different from existing cellular design. 展开更多
关键词 蜂窝网络 电信技术 发展现状 毫米波频段
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Influence of high frequency pulse on electrode wear in micro-EDM 被引量:3
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作者 Xiao-peng LI Yuan-gang WANG +2 位作者 Fu-ling ZHAO Meng-hua WU Yu LIU 《Defence Technology(防务技术)》 SCIE EI CAS 2014年第3期316-320,共5页
An electromagnetic coupling mathematical model is established by finite element method and is verified by the contrastive experiments of copper matrix Ni-TiN cylindrical coating electrode,copper electrode and Cu50 W e... An electromagnetic coupling mathematical model is established by finite element method and is verified by the contrastive experiments of copper matrix Ni-TiN cylindrical coating electrode,copper electrode and Cu50 W electrode.The wear mechanism of Ni-TiN/Cu composite electrode in the case of high-frequency pulse current is studied,and the influence of the fluctuation frequency of discharge current on electrode wear in micro-EDM is found out.Compared with the electrode made from homogeneous material,the high frequency electromagnetic properties of Ni-TiN composite layer can be used effectively to inhibit the effect of high frequency pulse on the electrode and improve the distribution trend of current density. 展开更多
关键词 high-frequency PULSE ELECTROMAGNETIC coupling model NieTiN/Cu composite ELECTRODE ELECTRODE WEAR MICRO-EDM
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Numerical Study of the Forming Process of High Frequency Welded Pipe
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作者 李建新 谢里阳 +1 位作者 王军杰 熊建辉 《Journal of Shanghai Jiaotong university(Science)》 EI 2010年第2期236-240,共5页
The roll forming process is applied to the manufacturing of high frequency welded (HFW) pipes,section steels,etc. In this paper,the roll forming process of the HFW pipe is simulated with the finite element method (FEM... The roll forming process is applied to the manufacturing of high frequency welded (HFW) pipes,section steels,etc. In this paper,the roll forming process of the HFW pipe is simulated with the finite element method (FEM). A user-defined material routine of the commercial finite element code ABAQUS/Explicit is developed,and the mixed hardening constitution model is realized through the user-defined material routine. Based on the mixed hardening constitutive equation,the numerical simulation of roll forming process of HFW pipe is performed. The evolutions of equivalent stress and strain are analyzed,and the calculated results are also compared between different hardening models. The results show that the different material hardening models have some important effects on the variation of equivalent stress and strain of strip steel during the simulation of the roll forming process. 展开更多
关键词 numerical simulation mixed hardening model high frequency welded pipe cage roll forming userdefined material routine
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Value of High-Frequency Relic Gravitational Wave (HFRGW) Detection to Astrophysics and Fabrication and Utilization of the Li-Baker HFRGW Detector 被引量:2
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作者 Andrew Walcott Beckwith Robert M. L. Baker Jr 《Journal of High Energy Physics, Gravitation and Cosmology》 2020年第1期103-122,共20页
Up to the present time gravitational-wave detectors, such as LIGO and Virgo, have been sensitive to frequencies on the order of a few thousand to a small fraction of an Hz. They have been most effective in the study o... Up to the present time gravitational-wave detectors, such as LIGO and Virgo, have been sensitive to frequencies on the order of a few thousand to a small fraction of an Hz. They have been most effective in the study of black-hole mergers. We suggest that high-frequency relic gravitational wave (HFRGW) detectors be developed, especially the Li-Baker HFRGW detector, in the gigahertz and higher frequency range. We believe collecting cosmological, primordial observational data especially generated during the first few seconds after the beginning of our Universe is extremely important. One motivation for this paper is, therefore, that we are confident that observation of relic gravitational waves will provide vital information about the birth of our Universe and its early dynamical evolution. Other astrophysical applications of HFRGW detectors involve the entropy growth of the early Universe, an ability to study alternatives to inflation and to provide clues about the symmetries underlying new physics at the highest energies. A working hypothesis or theory, based upon the rollout of our Universe from infinitesimal Planck Length and Planck Time is presented. This theory involves the rapid motion of time and matter during that early time having frequencies on the order of trillions of cycles per second or more. Several alternative HFRGW detectors are described and the proposed Li-Baker HFRGW detector, which is theoretically sensitive to GW amplitudes, A, as small as 10-32, is discussed in detail. Such sensitivity may provide a means for verifying or falsifying the rollout of our Universe working hypothesis. Essentially a combination of theory and experimentation is presented. It is recommended that plans and detailed specifications for the Li-Baker HFRGW detector be prepared in order to expedite its fabrication. 展开更多
关键词 high-frequency GRAVITATIONAL Waves DARK Energy DARK Matter Variation of Speed of Time Beyond the Standard model of COSMOLOGY Early UNIVERSE
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Dynamic Thermal Modelling for Core-Type High-Frequency Transformers Based on Air-Solid Surface Nusselt Number Calibration
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作者 Lujia Wang Qiao Liang +4 位作者 Mengdi Yang Hailong Zhang Ting Chen Chenliang Ji Jianwen Zhang 《High Voltage》 2025年第5期1336-1345,共10页
Quickly and accurately obtaining the internal temperature distribution of a transformer plays a key role in predicting its operating conditions and simplifying the maintenance process.A reasonable equivalent thermal c... Quickly and accurately obtaining the internal temperature distribution of a transformer plays a key role in predicting its operating conditions and simplifying the maintenance process.A reasonable equivalent thermal circuit model is a relatively reliable method of obtaining the internal temperature distribution.However,thermal circuit models without targeted consideration of operating conditions and parameter corrections usually limit the accuracy of the results.This paper proposed a five-node transient thermal circuit model with the introduction of nonlinear thermal resistance,which considered the internal structure and winding layout of the core-type high-frequency transformer.The Nusselt number,a crucial variable in heat convection calculations and directly related to the accuracy of thermal resistance parameters,was calibrated on the basis of the distribution of external cooling air.After parameter calibration,the maximum computational error of the hotspot temperature is reduced by 5.48%compared with that of the uncalibrated model.Finally,an experimental platform for temperature monitoring was established to validate the five-node model and its ability to track the temperature change at each reference point after calibrating the Nusselt number. 展开更多
关键词 parameter corrections obtaining internal temperature distribution predicting its operating conditions core type high frequency transformers dynamic thermal modelling simplifying maintenance processa air solid surface Nusselt number circuit models
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计及磁心集肤效应的高频磁性元件电磁瞬态建模方法
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作者 刘任 黄浩然 +3 位作者 卢友好 陈昊 刘焱 唐波 《中国电机工程学报》 北大核心 2026年第3期1286-1298,I0035,共14页
磁导-电容类比法已广泛应用于高频磁性元件电磁瞬态建模中,但现有基于该方法的模型均假设磁心内部磁场均匀分布,即不考虑高频激励下的磁心集肤效应。文中利用余弦基函数对磁心叠片涡流场控制方程近似展开,并通过积分方法推导得到磁心内... 磁导-电容类比法已广泛应用于高频磁性元件电磁瞬态建模中,但现有基于该方法的模型均假设磁心内部磁场均匀分布,即不考虑高频激励下的磁心集肤效应。文中利用余弦基函数对磁心叠片涡流场控制方程近似展开,并通过积分方法推导得到磁心内部磁场强度的表达式;然后,为确定其系数和考虑材料磁滞本构关系,引入伽辽金法基本思想和Play磁滞模型,进而基于损耗统计理论推导考虑磁畴介观涡流的磁心叠片边界磁场强度解析计算模型;在此基础上,运用磁导-电容类比法,提出一种同时计及磁心集肤效应与复杂磁滞本构关系的高频磁性元件电磁瞬态计算模型;最后,使用电力电子仿真PLECS软件底层模块和语言程序搭建单相桥式脉宽调制逆变器内部高频电感器的两类电磁瞬态模型——传统不考虑磁心集肤效应的模型与所提考虑磁心集肤效应的模型,并将其在不同工况下的电磁瞬态、动态磁滞回线及磁心损耗的仿真结果与相应实验测量结果进行对比,发现所提模型各项模拟结果与实测值更加吻合,且磁心损耗最大误差比传统模型低17.03%,验证了所提模型的准确性。 展开更多
关键词 高频磁性元件 电磁瞬态 磁心集肤效应 Play磁滞模型
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多尺度非对称注意力遥感去雾Transformer
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作者 王旭阳 梁宇航 《广西师范大学学报(自然科学版)》 北大核心 2026年第2期77-89,共13页
雾霾干扰会导致遥感图像结构模糊、细节丢失,严重影响下游视觉任务的准确性。为此,本文提出一种异构增强的遥感图像去雾网络,从空间结构建模与频率信息整合2个层面提升特征恢复能力。具体而言,设计多尺度非对称注意力Transformer模块,... 雾霾干扰会导致遥感图像结构模糊、细节丢失,严重影响下游视觉任务的准确性。为此,本文提出一种异构增强的遥感图像去雾网络,从空间结构建模与频率信息整合2个层面提升特征恢复能力。具体而言,设计多尺度非对称注意力Transformer模块,引入方向感知机制以增强模糊边缘与纹理细节的建模;同时构建基于小波变换高低频自适应增强模块,使用Haar小波分解分离频域信息,分别通过高频与低频子模块强化边缘轮廓与结构表达。2个模块分别嵌入特征提取与融合阶段,协同缓解传统方法方向性建模不足与高频特征易丢失等问题。在保持低计算开销的前提下,本文方法在HAZE1K与RICE数据集上的平均PSNR/SSIM性能分别达到24.9936/0.9099与33.1802/0.8942,在细节恢复方面表现出显著优势。 展开更多
关键词 遥感图像去雾 TRANSFORMER 非对称注意力 高低频特征增强 小波变换 方向感知建模 深度学习
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Small-Signal Equivalent Circuit Modeling of a Photodetector Chip 被引量:1
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作者 苗昂 李轶群 +4 位作者 吴强 崔海林 黄永清 黄辉 任晓敏 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2007年第12期1878-1882,共5页
A small-signal equivalent circuit model and the ted. The equivalent lumped circuit, which takes the main extraction techniques for photodetector chips are presen- factors that limit a photodetector's RF performance i... A small-signal equivalent circuit model and the ted. The equivalent lumped circuit, which takes the main extraction techniques for photodetector chips are presen- factors that limit a photodetector's RF performance into consideration,is first determined based on the device's physical structure. The photodetector's S parameters are then on-wafer measured, and the measured raw data are processed with further calibration. A genetic algorithm is used to fit the measured data, thereby allowing us to calculate each parameter value of the model. Experimental resuits show that the modeled parameters are well matched to the measurements in a frequency range from 130MHz to 20GHz, and the proposed method is proved feasible. This model can give an exact description of the photodetector chip's high frequency performance,which enables an effective circuit-level prediction for photodetector and optoelectronic integrated circuits. 展开更多
关键词 small-signal equivalent circuit model of photodetector parameter extraction high frequency meas-urement genetic algorithm
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基于端口阻抗特性的电机轴承电压高精度模型
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作者 杨明亮 程远 +2 位作者 杜博超 刘子豪 崔淑梅 《电工技术学报》 北大核心 2026年第2期426-441,共16页
近年来轴承电腐蚀问题频发,已成为高功率密度电驱动系统亟待解决的问题。轴承电压建模是轴承电腐蚀研究的基础,但现有模型精度不足。为此,该文提出基于端口阻抗特性的电机轴承电压建模方法,为轴承电腐蚀的评估和抑制提供精确模型。首先... 近年来轴承电腐蚀问题频发,已成为高功率密度电驱动系统亟待解决的问题。轴承电压建模是轴承电腐蚀研究的基础,但现有模型精度不足。为此,该文提出基于端口阻抗特性的电机轴承电压建模方法,为轴承电腐蚀的评估和抑制提供精确模型。首先,针对电机端口阻抗特性,分析了阻抗参数对轴承电压建模的影响;其次,提出基于分布参数电路结构的轴承电压高频模型,给出了分布网络确定方法;然后,提出解析计算和智能算法相结合的模型参数识别方法;最后,以一台额定功率为60 kW的车用三相扁线永磁同步电机为例,对提出的模型进行仿真和实验验证。结果显示,该模型可以保证电机共模阻抗在全频段的仿真精度,轴承电压稳定幅值的仿真误差为5%,尖峰电压的最大仿真误差为8.6%,仿真与实验结果一致性较好,模型精度高。 展开更多
关键词 端口阻抗 轴承电压 高频模型 分布参数
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高阻尼黏弹性减震器的动力性能及等效内变量高阶分数导数模型研究
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作者 董尧荣 徐赵东 +3 位作者 朱丽华 李强强 成羽 田耘 《土木工程学报》 北大核心 2026年第1期13-27,共15页
近年来,黏弹性减震技术被引入土木结构振动控制领域,用于结构的抗震性能提升。该文自主研制高阻尼黏弹性减震器(HDVED),较好地解决黏弹性减震器在土木结构中的中高温域环境服役且在地震作用下低频减震控制的关键问题。为揭示频率、温度... 近年来,黏弹性减震技术被引入土木结构振动控制领域,用于结构的抗震性能提升。该文自主研制高阻尼黏弹性减震器(HDVED),较好地解决黏弹性减震器在土木结构中的中高温域环境服役且在地震作用下低频减震控制的关键问题。为揭示频率、温度和位移幅值对HDVED力学特性和减震耗能性能的影响规律,在不同频率、温度和位移幅值下对HDVED进行动态力学性能试验研究。结果表明,HDVED在中高温域且低频率加载下表现出优异的减震耗能能力和环境适应能力,其动态力学性能和耗能能力对频率、温度和位移幅值均表现出较强的依赖性且耦合效应明显。在此基础上,提出HDVED的等效内变量高阶分数导数模型,并对该模型的有效性和准确性进行试验验证。结果表明,所提出的等效内变量高阶分数导数模型能够综合描述激励频率、环境温度和位移幅值对HDVED动态力学性能的影响。该模型能够较准确地预测在不同频率、温度和位移幅值下HDVED的力学性能。可为黏弹性减震结构动力响应分析与设计提供重要基础。 展开更多
关键词 低频减震控制 高阻尼黏弹性减震器 动态力学性能试验 等效内变量高阶分数导数模型
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电磁干扰对无传感器低速电机状态估计的影响
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作者 张莹 金石 +1 位作者 邓沁楠 张凤阁 《微特电机》 2026年第1期48-53,60,共7页
基于电磁干扰(electromagnetic interference,EMI)三要素,建立低速永磁同步电机(permanent magnet synchronous motor,PMSM)驱动系统的EMI高频预测模型,构建高频方波注入控制系统。基于低速PMSM系统具有共模电压大、驱动器与电机之间电... 基于电磁干扰(electromagnetic interference,EMI)三要素,建立低速永磁同步电机(permanent magnet synchronous motor,PMSM)驱动系统的EMI高频预测模型,构建高频方波注入控制系统。基于低速PMSM系统具有共模电压大、驱动器与电机之间电缆较长等特点,本文建立高频预测模型分析了其EMI变化。并根据EMI对转子位置和速度误差估计影响原理,通过仿真验证得出相比于常速小电机系统,低速PMSM系统EMI幅值更大而频率更低,对电机状态估计影响更为显著。本研究为分析低速低频PMSM状态估计受EMI影响机理提供理论依据。 展开更多
关键词 永磁同步电机 电磁干扰 高频方波注入 电磁干扰高频预测模型
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基于磁导—电容类比法的高频变压器电磁建模及参数提取方法
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作者 陈彬 王川源 +4 位作者 贾燕峰 丁锐鑫 张少峰 李飚 王佳琳 《高压电器》 北大核心 2026年第1期69-78,共10页
高频变压器广泛运用于新能源发电、电动汽车、大规模直流源互联系统,建立一个高频变压器电磁模型,考虑铁心的非线性特性,预测高频条件下变压器的频变漏感、频变交流电阻具有重大意义。磁导—电容类比法相对于传统耦合电感模型、磁阻—... 高频变压器广泛运用于新能源发电、电动汽车、大规模直流源互联系统,建立一个高频变压器电磁模型,考虑铁心的非线性特性,预测高频条件下变压器的频变漏感、频变交流电阻具有重大意义。磁导—电容类比法相对于传统耦合电感模型、磁阻—电阻类比模型具有拓扑简单、能量关系清晰、可以运用于非平面建模等优势。文中根据有限元仿真,分析了心式高频变压器的磁场分布,建立了变压器的磁路模型。采用考虑可逆分量的Preisach模型模拟铁心的磁滞效应,根据Maxwell涡流场计算器提取漏磁区域的漏磁能量和平均磁通计算漏磁磁导,并结合Foster等效电路模拟了高频条件下绕组的频变效应,最后建立了变压器的回转器—磁导模型。与变压器短路实验结果对比,验证了模型电感、电阻参数的正确性。最后将变压器模型应用于隔离式双有源全桥DC-DC变换器(DAB-IBDC),验证了模型的适用性。 展开更多
关键词 高频变压器 电磁仿真 漏电感 磁导—电容类比 PREISACH模型 有限元
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基于高频超声、实验室检查及舌脉辨证的诊断模型判别类风湿关节炎中医证型的临床价值
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作者 陈光华 李其阳 洪林巍 《临床超声医学杂志》 2026年第1期65-70,共6页
目的基于腕关节高频超声、实验室检查及舌脉辨证构建类风湿关节炎(RA)中医证型量化诊断模型,探讨其临床价值。方法选取经临床确诊的RA患者235例,根据中医四诊合参结果分为湿热痹阻组145例和寒湿痹阻组90例。收集患者腕关节高频超声参数... 目的基于腕关节高频超声、实验室检查及舌脉辨证构建类风湿关节炎(RA)中医证型量化诊断模型,探讨其临床价值。方法选取经临床确诊的RA患者235例,根据中医四诊合参结果分为湿热痹阻组145例和寒湿痹阻组90例。收集患者腕关节高频超声参数(滑膜厚度、血流分级)、实验室指标[抗环瓜氨酸肽(CCP)抗体、红细胞沉降率(ESR)、C反应蛋白(CRP)、类风湿因子(RF)]及标准化舌脉辨证资料,比较两组上述指标的差异。采用最小绝对收缩和选择算子(LASSO)回归进行初步筛选,随机森林算法基于置换重要性阈值进行二次筛选,获得与RA中医证型(湿热痹阻或寒湿痹阻)判别相关的关键变量。采用二元Logistic回归分析构建RA中医证型量化诊断模型;绘制受试者工作特征(ROC)曲线评估模型判别RA中医证型的诊断效能;Hosmer-Lemeshow拟合优度检验评估模型的校准度。结果湿热痹阻组抗CCP抗体、ESR、CRP、滑膜厚度及舌象异常占比均高于寒湿痹阻组,差异均有统计学意义(均P<0.05);两组RF、血流分级、脉象异常占比比较差异均无统计学意义。综合LASSO回归初筛结果、随机森林特征重要性评估及二次筛选结果,最终保留8个变量,包括:舌象(X1)、脉象(X2)、抗CCP抗体(X3)、ESR(X4)、CRP(X5)、RF(X6)、滑膜厚度(X7)、血流分级(X8),由此构建RA中医证型量化诊断模型,方程为:Logit(P)=-2.95+1.21X1+0.88X2+0.74X3+0.05X4+0.11X5+0.02X6+0.29X7+0.61X8。ROC曲线分析显示,该模型判别RA中医证型的曲线下面积为0.86(95%可信区间:0.82~0.90),灵敏度为79.0%,特异度为87.0%,准确率为83.0%;Hosmer-Lemeshow拟合优度检验显示,该模型具有良好的校准度(χ^(2)=6.84,df=8,P=0.553)。结论本研究联合高频超声图像特征、实验室指标及舌象、脉象构建的诊断模型可为RA中医证型的判别提供高区分度的量化工具,具有一定的临床价值。 展开更多
关键词 高频超声 类风湿关节炎 中医证型 诊断模型 舌脉辨证
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混合高频数据下线性模型的经验似然
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作者 赖喜祥 秦永松 《应用数学》 北大核心 2026年第1期278-291,共14页
高频数据在经济、统计及其他领域被广泛研究,而线性模型是统计学中最常见的回归模型之一.本文利用分组经验似然方法,构造了α-混合高频数据下线性模型回归系数的经验似然比统计量.在一定假设和条件下,证明了该统计量的渐近分布为卡方分... 高频数据在经济、统计及其他领域被广泛研究,而线性模型是统计学中最常见的回归模型之一.本文利用分组经验似然方法,构造了α-混合高频数据下线性模型回归系数的经验似然比统计量.在一定假设和条件下,证明了该统计量的渐近分布为卡方分布,根据此结果进一步给出了回归系数的经验似然置信域.通过模拟比较了经验似然和正态逼近方法的置信域,结果表明,基于经验似然方法构造的置信域的覆盖率优于正态逼近方法.此外,还将理论结果应用于实际数据分析. 展开更多
关键词 混合高频数据 Α-混合 线性模型 经验似然
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MMC模型预测控制稳定性分析及其高频振荡抑制
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作者 钱学威 李云丰 +2 位作者 文涛 张佳琳 张雨杭 《电力工程技术》 北大核心 2026年第1期62-71,共10页
模型预测控制(model predictive control,MPC)凭借其响应速度快、建模简单等优点,已应用于模块化多电平换流器(modular multilevel converter,MMC),但关于其高频振荡抑制还未展开研究。首先,文中构建MMC预测控制数学模型,结合传统控制... 模型预测控制(model predictive control,MPC)凭借其响应速度快、建模简单等优点,已应用于模块化多电平换流器(modular multilevel converter,MMC),但关于其高频振荡抑制还未展开研究。首先,文中构建MMC预测控制数学模型,结合传统控制中dq阻抗建模方法,利用Z变换实现MPC的正负序阻抗建模。其次,推导出MMC本体离散传递函数并进行稳定性分析,在本体稳定前提下,运用阻抗法揭示MPC中MMC产生高频振荡的机理。然后,针对链路延时引起的高频振荡,运用多步预测控制实现抑制,并基于阻抗模型分析出多步预测对局部高频段的优化作用。最后,理论分析得到MMC需要通过增大预测步数来补偿链路延时的增大,电磁暂态仿真验证了多步预测控制抑制高频振荡的有效性与正确性。 展开更多
关键词 模块化多电平换流器(MMC) 阻抗建模 Z变换 稳定分析 多步预测 高频振荡
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CTP电池包建模方法与影响因素研究
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作者 吴宝 马磊 +1 位作者 韦鹏 吕希祥 《汽车实用技术》 2026年第3期36-40,73,共6页
CTP电池系统采用胶将电芯直接集成到箱体上,相比较传统模组结构的电池系统,取消了模组结构以及螺栓的固定形式。因此,按照传统的电池包建模方式即电芯当作均质化等效结构在CTP建模中并不适用。为了提升CTP电池包仿真精度,文章设计了小型... CTP电池系统采用胶将电芯直接集成到箱体上,相比较传统模组结构的电池系统,取消了模组结构以及螺栓的固定形式。因此,按照传统的电池包建模方式即电芯当作均质化等效结构在CTP建模中并不适用。为了提升CTP电池包仿真精度,文章设计了小型CTP电池包进行扫频实验。根据实验扫频结果,建模详细考虑电芯内部结构及连接关系,当卷芯弹性模量设置为50 MPa时,仿真模态与实验结果吻合度最高。同步研究了模组侧边溢胶、电芯大面背胶面积、模组压条等因素对电池包刚度影响,研究发现侧边溢胶及压条能有效提高电池包的刚度,电芯大面背胶面积对刚度影响较小。 展开更多
关键词 振动扫频 CTP电池包 精细化建模 对标分析
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基于物理信息神经网络的高频传输线电压预测
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作者 李通博 黄浩 +2 位作者 迟俊鑫 赵洋 黄海鸣 《自动化应用》 2026年第2期158-163,166,共7页
高频传输线电压的高效建模与预测对电力系统和通信领域的稳定运行至关重要。然而,现有物理信息神经网络(PINNs)受时间离散化采样策略的限制,可能导致信息损失,影响预测精度。为此,提出一种循环回溯PINNs来捕捉时间依赖性,以增强小样本... 高频传输线电压的高效建模与预测对电力系统和通信领域的稳定运行至关重要。然而,现有物理信息神经网络(PINNs)受时间离散化采样策略的限制,可能导致信息损失,影响预测精度。为此,提出一种循环回溯PINNs来捕捉时间依赖性,以增强小样本数据的信息表达能力,从而提高预测精度。首先,构建包含两个核心子网络的循环回溯神经网络架构:网络1负责初步预测电压,网络2基于网络1的预测结果,通过循环回溯机制来补偿因时间离散化导致的信息损失;然后,融合上述两个网络,形成数据-物理信息融合损失函数,在学习数据特征的同时遵循物理规律;最后,通过数值仿真实验验证了所提方法在小样本条件下保持了较高的预测精度,并实现了波速辨识。 展开更多
关键词 高频传输线 电压建模与预测 物理信息神经网络 循环回溯 数据-物理信息融合
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