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Modeling of Borehole Radar for Well Logging Using Pseudo-spectral Time Domain Algorithm 被引量:2
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作者 林树海 《Journal of Earth Science》 SCIE CAS CSCD 2009年第6期978-984,共7页
In this article, numerical modeling of borehole radar for well logging in time domain is developed using pseudo-spectral time domain algorithm in axisymmetric cylindrical coordinate for proximate true formation model.... In this article, numerical modeling of borehole radar for well logging in time domain is developed using pseudo-spectral time domain algorithm in axisymmetric cylindrical coordinate for proximate true formation model. The conductivity and relative permittivity logging curves are obtained from the data of borehole radar for well logging. Since the relative permittivity logging curve is not affected by salinity of formation water, borehole radar for well logging has obvious advantages as compared with conventional electrical logging. The borehole radar for well logging is a one-transmitter and two-receiver logging tool. The conductivity and relative permittivity logging curves are obtained successfully by measuring the amplitude radio and the time difference of pulse waveform from two receivers. The calculated conductivity and relative permittivity logging curves are close to the true value of surrounding formation, which tests the usability and reliability of borehole radar for well logging. The numerical modeling of borehole radar for well logging laid the important foundation for researching its logging tool. 展开更多
关键词 borehole radar well logging pseudo-spectral time domain algorithm CONDUCTIVITY permittivity.
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Inversion of Seabed Geotechnical Properties in the Arctic Chukchi Deep Sea Basin Based on Time Domain Adaptive Search Matching Algorithm
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作者 AN Long XU Chong +5 位作者 XING Junhui GONG Wei JIANG Xiaodian XU Haowei LIU Chuang YANG Boxue 《Journal of Ocean University of China》 SCIE CAS CSCD 2024年第4期933-942,共10页
The chirp sub-bottom profiler,for its high resolution,easy accessibility and cost-effectiveness,has been widely used in acoustic detection.In this paper,the acoustic impedance and grain size compositions were obtained... The chirp sub-bottom profiler,for its high resolution,easy accessibility and cost-effectiveness,has been widely used in acoustic detection.In this paper,the acoustic impedance and grain size compositions were obtained based on the chirp sub-bottom profiler data collected in the Chukchi Plateau area during the 11th Arctic Expedition of China.The time-domain adaptive search matching algorithm was used and validated on our established theoretical model.The misfit between the inversion result and the theoretical model is less than 0.067%.The grain size was calculated according to the empirical relationship between the acoustic impedance and the grain size of the sediment.The average acoustic impedance of sub-seafloor strata is 2.5026×10^(6) kg(s m^(2))^(-1)and the average grain size(θvalue)of the seafloor surface sediment is 7.1498,indicating the predominant occurrence of very fine silt sediment in the study area.Comparison of the inversion results and the laboratory measurements of nearby borehole samples shows that they are in general agreement. 展开更多
关键词 time domain adaptive search matching algorithm acoustic impedance inversion sedimentary grain size Arctic Ocean Chukchi Deep Sea Basin
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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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A HIGH ACCURATE TIME-DOMAIN-ADVANCE INTEGRATION METHOD FOR TRANSIENT ELASTODYNAMIC PROBLEMS
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作者 黄争鸣 曾首义 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 1992年第1期69-79,共11页
All step-by-step integration methods available at present for structural dynamic analysis use the displacement, velocity, and acceleration vectors computed at a previous interval for evaluating those at an advanced ti... All step-by-step integration methods available at present for structural dynamic analysis use the displacement, velocity, and acceleration vectors computed at a previous interval for evaluating those at an advanced time step. Hence, an accumulated error will be definitely introduced after such integration. This paper presents a novel time-domain-advance integration method for transient elastodynamic problems in which the exact initial conditions are strictly satisfied for the solutions for each time step. In this way, the accumu- lated error can be eliminated and the approximate solutions will converge to the exact ones uniformly on the whole time domain. Therefore. the new method is more accurate. When applying to a structural dynamic problem, the present mehtod does not have to use the initial acceleration as is required by most other algorithms and the corresponding computation can be avoided. The present method is simple in representation, easy to be programmed, and especially suitable for accurate analyses of long-time problems. The comparison of numerical results with exact ones shows that the present method is much more accurate than some most widely used algorithms. 展开更多
关键词 ELASTODYNAMICS transient response time-domain algorithm
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基于Time-GAN的串联电弧电流超分辨率重建
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作者 龙葵 牟炜淇 +3 位作者 李秋惠 刘嘉威 陈旭凯 苏盛 《太阳能学报》 北大核心 2025年第11期260-271,共12页
针对串联电弧高频数据提取困难的问题,提出基于时间序列生成对抗网络(Time-GAN)的串联电弧电流超分辨率重建方法,旨在对时域采样的电流信号进行超分辨率处理,以获取更高频的电流信号。首先搭建光伏系统下低压电弧故障真型实验平台,用不... 针对串联电弧高频数据提取困难的问题,提出基于时间序列生成对抗网络(Time-GAN)的串联电弧电流超分辨率重建方法,旨在对时域采样的电流信号进行超分辨率处理,以获取更高频的电流信号。首先搭建光伏系统下低压电弧故障真型实验平台,用不同采样率采集相关数据;然后分析不同采样率对数据时频域采集的影响;再对低采样率的时序数据进行超分辨率重构,生成高频的电流采集数据;最后与高采样率电流信号对比。实验结果表明,基于Time-GAN的超分辨率算法能有效提升电弧电流的采样频率。 展开更多
关键词 串联电弧 电气火灾 信号采样 time-GAN算法 时频域信号重建 光伏系统
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A modified algorithm for SAR parallel imaging
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作者 HU Ju-rong WANG Fei CAO Ning LU Hao 《重庆邮电大学学报(自然科学版)》 北大核心 2009年第2期267-271,共5页
Synthetic aperture radar can provide two dimension images by converting the acquired echoed SAR signal to target’s coordinate and reflectivity. With the advancement of sophisticated SAR signal processing, more and mo... Synthetic aperture radar can provide two dimension images by converting the acquired echoed SAR signal to target’s coordinate and reflectivity. With the advancement of sophisticated SAR signal processing, more and more SAR imaging methods have been proposed for synthetic aperture radar which works at near field and the Fresnel approximation is not appropriate. Time domain correlation is a kind of digital reconstruction method based on processing the synthetic aperture radar data in the two-dimensional frequency domain via Fourier transform. It reconstructs SAR image via simply correlation without any need for approximation or interpolation. But its high computational cost for correlation makes it unsuitable for real time imaging. In order to reduce the computational burden a modified algorithm about time domain correlation was given in this paper. It also can take full advantage of parallel computations of the imaging processor. Its practical implementation was proposed and the preliminary simulation results were presented. Simulation results show that the proposed algorithm is a computationally efficient way of implementing the reconstruction in real time SAR image processing. 展开更多
关键词 合成孔径雷达 并行算法 雷达成像 雷达信号处理 SAR图像 雷达图像处理 二维频域 实时成像
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Optimization of band-notched UWB antenna using micro-genetic algorithm combined with FDTD
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作者 杨雪霞 盛洁 《Journal of Shanghai University(English Edition)》 2009年第5期375-378,共4页
The micro-genetic algorithm (MGA) optimization combined with the finite-difference time-domain (FDTD) method is applied to design a band-notched ultra wide-band (UWB) antenna. A U-type slot on a stepped U-type UWB mon... The micro-genetic algorithm (MGA) optimization combined with the finite-difference time-domain (FDTD) method is applied to design a band-notched ultra wide-band (UWB) antenna. A U-type slot on a stepped U-type UWB monopole is used to obtain the band-notched characteristic for 5 GHz wireless local area network (WLAN) band. The measured results show that voltage standing wave ration (VSWR) less than 2 covers 3.1-10.6 GHz operating band and VSWR more than 2 is within 5.150-5.825 GHz notched one with the highest value of 5.6. Agreement among the calculated, HFSS simulated and measured results validates the effiectiveness of this MGA-FDTD method, which is efficient for UWB antennas design. 展开更多
关键词 finite-difference time-domain (FDTD) micro-genetic algorithm (MGA) ultra wide-band (UWB) antennas MONOPOLE band-notched antennas
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New UWB imaging algorithm for multiple targets detection
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作者 Weijun Zhong Chuangming Tong +1 位作者 Guorong Huang Yan Geng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第6期905-909,共5页
Because the conventional ultra wideband(UWB) radar imaging algorithm cannot meet the demand in the capability of multiple targets detection,a novel UWB radar imaging algorithm based on the near field radiation theor... Because the conventional ultra wideband(UWB) radar imaging algorithm cannot meet the demand in the capability of multiple targets detection,a novel UWB radar imaging algorithm based on the near field radiation theory of dipole is presented.On the foundation of researching the principle of a time domain imaging algorithm,the back projection(BP) algorithm is derived and analyzed.Firstly,the far field sampling data are transferred to the near field sampling data by using the near field radiation theory of dipole.Then the BP algorithm is applied to target detection.The capability of the new algorithm to detect the multi-target is verified by using the finite-difference time-domain method,and the threedimensional images of targets are obtained.The coupling effect between targets for imaging is analyzed.The simulation results show that the new UWB radar imaging algorithm based on the near field radiation theory of dipole could weaken the coupling effect for imaging,and as a result the quality of imaging is improved. 展开更多
关键词 ultra wideband(UWB) back projection(BP) algorithm DIPOLE finite-difference time-domain(FDTD) method.
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The Comprehensive Evaluation Algorithm with Fault Location in HVDC Transmission Line
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作者 Zhenquan Sun Qiyue Huang +5 位作者 Changjin Hu Xiaoning Kang Hao Wang Xuze Zhang Chong Zhao Yali Ma 《Energy and Power Engineering》 2017年第4期30-35,共6页
China has a vast territory with a great demand for electricity. However, the resources are in reverse distribution in the country. Therefore, high voltage direct current transmission has great practical significance a... China has a vast territory with a great demand for electricity. However, the resources are in reverse distribution in the country. Therefore, high voltage direct current transmission has great practical significance and been widely used. However, traditional fault location methods have a lot of problems in engineering application for the length of transmission line and the complexity of the terrain. This paper proposes a comprehensive evaluation algorithm based on the travelling wave method and time domain method. It also proposes a concept of fault point reliability. This algorithm analyzes the fault point reliability in the whole transmission line to determine the specific location of the fault point. This paper proves that the algorithm has high reliability by PSCAD simulation software. 展开更多
关键词 COMPREHENSIVE Evaluation algorithm TRAVELLING Wave METHOD time-domain METHOD FAULT LOCATION FAULT Point Reliability
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Bandwidth optimization of a Planar Inverted-F Antenna using binary and real coded genetic algorithms
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作者 AMEERUDDEN Mohammad Riyad RUGHOOPUTH Harry C S 《重庆邮电大学学报(自然科学版)》 北大核心 2009年第2期276-283,共8页
With the exponential development of mobile communications and the miniaturization of radio frequency transceivers, the need for small and low profile antennas at mobile frequencies is constantly growing. Therefore, ne... With the exponential development of mobile communications and the miniaturization of radio frequency transceivers, the need for small and low profile antennas at mobile frequencies is constantly growing. Therefore, new antennas should be developed to provide larger bandwidth and at the same time small dimensions. Although the gain in bandwidth performances of an antenna are directly related to its dimensions in relation to the wavelength, the aim is to keep the overall size of the antenna constant and from there, find the geometry and structure that give the best performance. The design and bandwidth optimization of a Planar Inverted-F Antenna (PIFA) were introduced in order to achieve a larger bandwidth in the 2 GHz band, using two optimization techniques based upon genetic algorithms (GA), namely the Binary Coded GA (BCGA) and Real-Coded GA (RCGA). During the optimization process, the different PIFA models were evaluated using the finite-difference time domain (FDTD) method-a technique belonging to the general class of differential time domain numerical modeling methods. 展开更多
关键词 实数编码遗传算法 平面倒F天线 带宽优化 二进制编码 有限差分时域 数值模拟方法 天线性能 优化技术
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基于扩展频谱时域反射原理的电容反射波特性及容值估算方法
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作者 成庶 张多 +2 位作者 刘畅 向超群 吕壮壮 《电工技术学报》 北大核心 2025年第4期1156-1168,共13页
电容是电力电子领域的核心元件,在多种应用场合都发挥着重要作用。基于此,该文提出一种利用扩展频谱时域反射原理估算电容容值的方法,根据注入信号与反射信号所做出的互相关波形,发现信号种类、信号频率、互相关系数峰值大小、互相关系... 电容是电力电子领域的核心元件,在多种应用场合都发挥着重要作用。基于此,该文提出一种利用扩展频谱时域反射原理估算电容容值的方法,根据注入信号与反射信号所做出的互相关波形,发现信号种类、信号频率、互相关系数峰值大小、互相关系数峰值对应时延4个特征参数与容值的映射关系显著,并以上述4个特征参数作为输入,建立基于遗传算法(GA)-BP神经网络的容值估算模型。结果表明,随着信号码长的增加,信号互相关系数图像旁瓣值越小,相关特性越好;信号频率通过影响电容的特征阻抗,进而影响信号的互相关波形;互相关系数峰值所对应时延与容值呈严格正相关趋势。同时,相较于传统的BP神经网络模型,GA优化后的模型误差减少了28.32%,估算精度在99%以上,精度高于传统BP神经网络模型,适合更好地挖掘各特征参数与容值之间的映射关系。 展开更多
关键词 多层陶瓷电容(MLCC) 容值估算 扩展频谱时域反射法 遗传算法(GA)-BP 神经网络
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基于太赫兹时域光谱技术与随机森林回归模型的青黛中滑石粉含量的测定
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作者 宋骆林 林振衡 +2 位作者 黄永华 谢海鹤 蒲继雄 《延边大学学报(自然科学版)》 2025年第2期51-56,共6页
为准确预测在青黛粉中掺入的滑石粉含量,提出了一种基于太赫兹时域光谱(THz-TDS)技术与随机森林回归(RFR)模型的定量分析方法.该模型利用THz-TDS技术获取不同质量比的青黛粉与滑石粉混合样品的吸收谱数据,采用随机森林回归模型建立太赫... 为准确预测在青黛粉中掺入的滑石粉含量,提出了一种基于太赫兹时域光谱(THz-TDS)技术与随机森林回归(RFR)模型的定量分析方法.该模型利用THz-TDS技术获取不同质量比的青黛粉与滑石粉混合样品的吸收谱数据,采用随机森林回归模型建立太赫兹吸收谱与混合样品中滑石粉含量的映射关系.研究结果表明:基于太赫兹时域光谱技术与随机森林回归模型的预测方法能够对混合样品中的滑石粉含量进行精准预测,因此该方法可用于检测在青黛中掺入的滑石粉含量,并可为其他中药的掺假分析提供参考. 展开更多
关键词 青黛 滑石粉 太赫兹时域光谱技术 随机森林回归算法 含量预测
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电磁脉冲下细导线的DGTD算法研究
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作者 杨谦 魏兵 李林茜 《现代应用物理》 2025年第4期133-140,共8页
针对细导线电磁脉冲作用问题计算资源消耗极大的问题,提出了一种细导线时域非连续伽略金算法。该算法属于显式有限元算法,结合细导线近似算法,无需建立导线模型,大幅提高了计算速度。通过应用该算法解决电磁脉冲作用问题,讨论了地上情... 针对细导线电磁脉冲作用问题计算资源消耗极大的问题,提出了一种细导线时域非连续伽略金算法。该算法属于显式有限元算法,结合细导线近似算法,无需建立导线模型,大幅提高了计算速度。通过应用该算法解决电磁脉冲作用问题,讨论了地上情形及地下情形导线回路的电流响应问题。研究表明,置于地下的导线回路所受电流冲击明显小于地上导线,大地起到了一定的屏蔽作用,且导线半径增大会提高电流幅值;两种双指数脉冲的时域数据存在一定差异,但频域的响应增幅非常接近。该研究可为地下工程防护问题提供参考及算法支撑。 展开更多
关键词 电磁脉冲 时域非连续伽略金法 细导线 快速算法 电磁防护
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爆炸冲击响应谱的时域重构方法及仿真应用
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作者 宋庭新 向新 《舰船科学技术》 北大核心 2025年第18期26-32,共7页
对舰船设备时域抗冲击能力分析依赖大量试验数据的问题提出一种解决方法。结合遗传算法与差分进化算法形成遗传-差分混合算法,利用该算法将阻尼正弦函数合成为水下爆炸产生的时域冲击加速度,使时域重构冲击响应谱值逼近爆炸冲击响应谱... 对舰船设备时域抗冲击能力分析依赖大量试验数据的问题提出一种解决方法。结合遗传算法与差分进化算法形成遗传-差分混合算法,利用该算法将阻尼正弦函数合成为水下爆炸产生的时域冲击加速度,使时域重构冲击响应谱值逼近爆炸冲击响应谱真实值。以侧推盖板为例,将合成的时域冲击加速度作为输入,用Ansys分析其爆炸时应力应变变化。结果表明,遗传-差分混合算法优化结果较单独遗传算法有显著提升,其爆炸冲击响应谱各频点数值超过90%处于(–1.5/+1.5)dB容差范围内,与目标谱匹配度更高。在实例分析中,该方法能更精准反映侧推盖板爆炸时应力应变的变化情况,有助于后续结构优化设计。 展开更多
关键词 遗传算法 差分进化算法 舰船设备 时域重构 冲击响应谱
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时变电磁场计算的隐式DTS-FVTD方法
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作者 许勇 丁明松 +2 位作者 江涛 李鹏 傅杨奥骁 《电波科学学报》 北大核心 2025年第2期294-300,共7页
为保持时间精度和提高计算效率,将双时间步(dual time-stepping,DTS)方法和隐式上下对称高斯-赛德尔迭代(lower-upper symmetric Gauss-Seidel,LU-SGS)算法引入到时域有限体积(finite-volume time-domain,FVTD)法电磁解算器中,提出一种... 为保持时间精度和提高计算效率,将双时间步(dual time-stepping,DTS)方法和隐式上下对称高斯-赛德尔迭代(lower-upper symmetric Gauss-Seidel,LU-SGS)算法引入到时域有限体积(finite-volume time-domain,FVTD)法电磁解算器中,提出一种时变电磁场计算的隐式DTS-FVTD方法。DTS法具有2阶时间精度,无条件稳定格式使物理时间步可取任意值,其取值仅须考虑时间精度要求,而定常虚拟时间导数趋于零,虚拟时间步长满足稳定性要求,由此放松了通常显式方法和网格对物理时间步长的限制。全隐格式的前后向LU-SGS算法采用大库朗数计算,并取消矩阵求逆运算从而减少了计算量和存储占用。典型二维、三维和复杂外形目标电磁散射计算结果表明,通过对物理时间步长、最大子迭代步数、子迭代收敛判据的合理选取,隐式DTS-FVTD方法能保证数值模拟精度并提升计算效率。 展开更多
关键词 双时间步(DTS)方法 隐式上下对称高斯-赛德尔迭代(LU-SGS) 时域有限体积(FVTD)法 雷达散射截面(RCS)
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谐波电能测算方法研究综述
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作者 刘坚 侯兴哲 +3 位作者 李世松 要文波 赵伟 吴华 《中国测试》 北大核心 2025年第8期1-12,共12页
在“双高”、“双随机”特点日益显著的电力系统中,电网电压和电流信号的随机动态变化愈发明显。这一变化给现有电能测算方法带来新挑战,迫切需要对传统测算方法进行系统性的分析与改进。该文旨在对当前用于电网时域信号测算和分析的多... 在“双高”、“双随机”特点日益显著的电力系统中,电网电压和电流信号的随机动态变化愈发明显。这一变化给现有电能测算方法带来新挑战,迫切需要对传统测算方法进行系统性的分析与改进。该文旨在对当前用于电网时域信号测算和分析的多种传统电能测算方法进行全面梳理,包括频域算法、参数化算法以及时-频域算法。具体地,该文详细探讨这些算法的基本原理,分析其在实际应用中的表现,以及改进优化后的特征。在对比这些算法的优缺点时,该文强调它们在不同应用场合中的适用性,界定各种算法的适用场合。通过综合比对和分析,该文不仅归纳这些算法在电能计量中的应用现状,还为如何构建更合理有效的电网电能测算方法提出参考性建议。 展开更多
关键词 电能计量 谐波 频域算法 参数化算法 时频域算法
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各向同性地层地应力作用下倾斜井眼弯曲波声场特征——以Berea砂岩为例
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作者 范姗姗 曾富强 岳文正 《应用声学》 北大核心 2025年第6期1430-1439,共10页
地应力信息在油气勘探开发过程中具有重要应用价值和意义,斜井情形下的井孔声场特征尚未得到深入研究。以Berea砂岩为例,该文采用时间域三维直角坐标有限差分算法模拟了各向同性地层应力作用下井孔中正交偶极子阵列声波测井波形,利用频... 地应力信息在油气勘探开发过程中具有重要应用价值和意义,斜井情形下的井孔声场特征尚未得到深入研究。以Berea砂岩为例,该文采用时间域三维直角坐标有限差分算法模拟了各向同性地层应力作用下井孔中正交偶极子阵列声波测井波形,利用频率域各向异性反演算法研究了井斜角对弯曲波声场特征的影响。研究结果表明,对于最大最小水平主应力作用力不相等地层,井眼倾斜程度会对井中偶极声场影响较大。对于小角度倾斜井孔,快慢弯曲波频散曲线呈交叉状态,快慢弯曲波振幅比在反演频段不连续,低频快弯曲波方位与最大水平主应力方位一致,随着井斜角逐渐增加,交叉点向低频方向移动,快慢弯曲波频散曲线之间差异逐渐减小。对于大角度倾斜井孔,与传统观点不同,快慢弯曲波频散曲线不交叉,低频快弯曲波方位与最大水平主应力方位相反,随着井斜角逐渐增加,快慢弯曲波频散曲线之间差异逐渐减小,快慢弯曲波振幅比在反演频段连续。该研究有助于人们加深井斜角对井孔弯曲波声场特征的认识。 展开更多
关键词 时间域有限差分 频散曲线 地应力 声弹性理论 斜井
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GA-XGBoost模型对路基压实质量的预测 被引量:1
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作者 赖建平 赵辉 +1 位作者 王东升 冯怀平 《哈尔滨工业大学学报》 北大核心 2025年第7期33-41,共9页
为提升智能压实(intelligent compaction,IC)质量的实时检测与评价精度,提出一种基于GA-XGBoost模型的连续压实质量预测方法,以提高动态变形模量(E vd)的预测精度。模型以动态变形模量为目标,建立机器学习模型,主要采用决策树算法,构建X... 为提升智能压实(intelligent compaction,IC)质量的实时检测与评价精度,提出一种基于GA-XGBoost模型的连续压实质量预测方法,以提高动态变形模量(E vd)的预测精度。模型以动态变形模量为目标,建立机器学习模型,主要采用决策树算法,构建XGBoost模型对压实质量进行预测分析。通过引入遗传算法(genetic algorithm,GA)对模型超参数寻优,以提高模型的预测精度和可靠性。首先,通过现场工程试验,测量压路机碾压时振动加速度,分析加速度信号,计算信号统计量并采用快速傅里叶变换(FFT)得出谐波频率,初步建立各项特征因子与E vd之间的系统联系;其次,筛选各个时频域特征,进行相关性分析,选用相关性较高的特征来建立预测模型;最后,验证了GA-XGBoost预测模型可以较好的预测E vd。研究结果表明:遗传算法(GA)可以高效地确定XGBoost算法的超参数,且较单一的XGBoost模型表现出更优的收敛速度;通过优化特征因子,改变输入参数,提高了GA-XGBoost模型的预测精度,优化后均方误差为3.9%,相关系数为0.748;同时对比了传统CMV拟合E vd的方法,该机器学习模型可以大幅度提高预测精度。 展开更多
关键词 智能压实 机器学习 XGBoost算法 遗传算法 动态变形模量 时域特征
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分层土壤下架空地线架设方案对感应雷过电压的影响
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作者 王科 胡逸 +1 位作者 徐肖伟 杨庆 《电瓷避雷器》 2025年第1期80-86,共7页
研究水平分层土壤下安装不同方案的架空地线对感应雷过电压的影响,可为实际10 kV架空配电线路的防雷设计提供参考。通过建立2维时域有限差分(2-D FDTD)算法模型,并结合Agrawal耦合模型计算架空配电线路的感应雷过电压。利用该算法研究... 研究水平分层土壤下安装不同方案的架空地线对感应雷过电压的影响,可为实际10 kV架空配电线路的防雷设计提供参考。通过建立2维时域有限差分(2-D FDTD)算法模型,并结合Agrawal耦合模型计算架空配电线路的感应雷过电压。利用该算法研究了不同水平分层土壤特性对架空地线的防雷效果,且分析了在水平分层土壤结构下的10 kV单回三角配电线路采用不同架空地线架设方案对感应雷过电压的影响。结果表明:1)当上层土壤电导率较小时,上层土壤厚度对线路上的感应雷过电压幅值有较大影响,因此在实际防雷工程计算中不能忽略分层土壤的影响;2)架设单、双架空地线对单回三角排列下线路上的感应雷过电压抑制范围分别为7.8%~27.2%、12.0%~41.2%;3)处于中间相导线上方0.6 m架设双架空地线对单回三角排列下线路上的感应雷过电压的抑制整体效果最好。 展开更多
关键词 感应雷过电压 架空配电线路 2维时域有限差分算法 Agrawal耦合模型 水平分层土壤 架空地线
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宽范围LLC谐振变换器效率优化方法研究
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作者 袁义生 邢光兵 +1 位作者 黄翌琨 刘伟 《电机与控制学报》 北大核心 2025年第11期144-154,共11页
传统LLC电路工作在最低增益时,因为开关频率最高,往往损耗最大,所以针对低增益模式下开关管效率优化问题进行研究。采用时域分析法建立开关管关断电流I_(off)与电感比k、归一化频率f_(n)和品质因数Q之间的解析函数。提出用特征参数I_(of... 传统LLC电路工作在最低增益时,因为开关频率最高,往往损耗最大,所以针对低增益模式下开关管效率优化问题进行研究。采用时域分析法建立开关管关断电流I_(off)与电感比k、归一化频率f_(n)和品质因数Q之间的解析函数。提出用特征参数I_(off)×f_(s)表征LLC电路工作在低增益模式时开关管的关断损耗,进而推导出开关管关断损耗的具体表达式。接着,构建[I_(off),k,Q,f_(n)]和[Q_(sw-off),k,Q,f_(n)]2个四维图形,分析参数之间的规律。在电压增益、开关管ZVS导通和最小开关频率3个约束条件下,推导出使Q_(sw-off)最优的[k,Q,f_(n)]取值,进而采用差分进化算法求解低增益模式下关断损耗优化的[k,Q,f_(n)]值。最后,设计了一个100 V输入,70~130 V输出、负载电阻14~48.4Ω、恒功率350 W的试验样机,并与文献[14]通过开关管关断过程特点建立关断损耗解析式的方法对比,所提方法在低增益模式下传输效率比对比方法高了1.1%,在高增益模式下效率则高了1.4%。与文献[21]方法对比,所提方法在低增益模式和高增益模式下效率分别高了1.3%和2.1%。证明所提方法在降低开关管关断损耗,提高变换器效率方面具备有效性。 展开更多
关键词 全桥LLC谐振变换器 关断损耗 优化设计 时域分析 差分进化算法 宽范围输出
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