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Extracting useful high-frequency information from wide-field electromagnetic data using time-domain signal reconstruction 被引量:1
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作者 LING Fan YANG Yang +6 位作者 LI Gang ZHOU Chang-yu HUANG Min WANG Xin ZHANG Heng ZHU Yu-zhen SUN Huai-feng 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第11期3767-3778,共12页
The wide-field electromagnetic method is widely used in hydrocarbon exploration,mineral deposit detection,and geological disaster prediction.However,apparent resistivity and normalized field amplitude exceeding 2048 H... The wide-field electromagnetic method is widely used in hydrocarbon exploration,mineral deposit detection,and geological disaster prediction.However,apparent resistivity and normalized field amplitude exceeding 2048 Hz often exhibit upward warping in data,making geophysical inversion and interpretation challenging.The cumulative error of the crystal oscillator in signal transmission and acquisition contributes to an upturned apparent resistivity curve.To address this,a high-frequency information extraction method is proposed based on time-domain signal reconstruction,which helps to record a complete current data sequence;moreover,it helps estimate the crystal oscillator error for the transmitted signal.Considering the recorded error,a received signal was corrected using a set of reconstruction algorithms.After processing,the high-frequency component of the wide-field electromagnetic data was not upturned,while accurate high-frequency information was extracted from the signal.Therefore,the proposed method helped effectively extract high-frequency components of all wide-field electromagnetic data. 展开更多
关键词 wide-field electromagnetic method crystal oscillator error time series signal resampling signal reconstruction
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Multi-dimensional and complicated electromagnetic interference hardware-in-the-loop simulation method 被引量:2
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作者 Shuxia Guo Yafeng Wang +1 位作者 Ruibing Liu Ying Gao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第6期1142-1148,共7页
A typical electronic communication system, such as GPS receiver, unmanned aerial vehicle's (UAV's) data link, and radar, faces multi-dimensional and complicated electromagnetic interference in operating environmen... A typical electronic communication system, such as GPS receiver, unmanned aerial vehicle's (UAV's) data link, and radar, faces multi-dimensional and complicated electromagnetic interference in operating environment. To measure the anti- interference performance of the electronic communication system in the complicated electromagnetic interference environment, a method of multi-dimensional and complicated electromagnetic interference hardware-in-the-loop simulation in an anechoic room is proposed. It takes into account the characteristics of interference signals and the positional relationship among interference, the receiver and the transmitter of the electronic communication system. It uses the grey relational method and the angular domain mapping error correction method to control the relevant parameters, the microwave switch and so on, thus achieving the approximately actual mapping of the outdoor multi-dimensional and complicated electromagnetic interference in the anechoic room. To verify the effectiveness of this method, the multi-dimensional and complicated electromagnetic interference of the UAV's data link is simulated as an example. The results show that the degree of correlation between the calculated signal to interference ratio of the data link receiver in the actual scene and the measured signal to interference ratio of the data link receiver simulated with this method in the anechoic room is 0.968 1, proving that the method is effective for simulating the complicated electromagnetic interference. 展开更多
关键词 electromagnetic interference hardware-in-the-loopsimulation grey relational method scene mapping correlation error correction.
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Application of wide-field electromagnetic method in shale gas survey in Eastern Kunlun,Qinghai province,China 被引量:5
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作者 YU Zhong-hong YAN Ling-qin +4 位作者 CAI Zhi-jie WANG Jin-hai XU Yong-feng LIN Jia-fu MA Long 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第11期3388-3397,共10页
In order to study the distribution of shale gas reservoir in the Babaoshan Basin of Eastern Kunlun,the wide-field electromagnetic(WFEM)survey was carried out to obtain the spatial distribution characteristics of the u... In order to study the distribution of shale gas reservoir in the Babaoshan Basin of Eastern Kunlun,the wide-field electromagnetic(WFEM)survey was carried out to obtain the spatial distribution characteristics of the underground electrical volume resistivity based on the delineation of the scope of the Babaoshan Basin by regional gravity data.The basic characteristics of the basement,basin framework,and extension,vertical change,burial depth of dark mud shale in this area were identified,and the electrical distribution of the Babaoshan mud shale horizon was revealed,which has been proved to be a good geological effect by drilling.The exploration results show that the WFEM has significant effects on the exploration of shale gas occurrence strata,which meets the needs of investigation and evaluation of multi-layered and large-scale shale gas,and plays a good demonstration role in the follow-up shale gas exploration. 展开更多
关键词 wide field electromagnetic method shale gas Eastern Kunlun Babaoshan Basin
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Calculation of all-time apparent resistivity of large loop transient electromagnetic method with very fast simulated annealing 被引量:4
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作者 李建慧 朱自强 +2 位作者 冯德山 肖建平 彭凌星 《Journal of Central South University》 SCIE EI CAS 2011年第4期1235-1239,共5页
In large loop transient electromagnetic method(TEM),the late time apparent resistivity formula cannot truly reflect the geoelectric model,thus it needs to define the all-time apparent resistivity with the position inf... In large loop transient electromagnetic method(TEM),the late time apparent resistivity formula cannot truly reflect the geoelectric model,thus it needs to define the all-time apparent resistivity with the position information of measuring point.Utilizing very fast simulated annealing(VFSA) to fit the theoretical electromagnetic force(EMF) and measured EMF could obtain the all-time apparent resistivity of the measuring points in rectangular transmitting loop.The selective cope of initial model of VFSA could be confirmed by taking the late time apparent resistivity of transient electromagnetic method as the prior information.For verifying the correctness,the all-time apparent resistivities of the geoelectric models were calculated by VFSA and dichotomy,respectively.The results indicate that the relative differences of apparent resistivities calculated by these two methods are within 3%.The change of measuring point position has little influence on the tracing pattern of all-time apparent resistivity.The first branch of the curve of all-time apparent resistivity is close to the resistivity of the first layer medium and the last branch is close to the resistivity of the last layer medium,which proves the correctness of the arithmetics proposed. 展开更多
关键词 very fast simulated annealing (VFSA) large loop transient electromagnetic method rectangular loop all-time apparent resistivity
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Method for electromagnetic detection satellites scheduling based on genetic algorithm with alterable penalty coefficient 被引量:1
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作者 Jun Li Hao Chen +2 位作者 Zhinong Zhong Ning Jing Jiangjiang Wu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期822-832,共11页
The electromagnetic detection satellite (EDS) is a type of earth observation satellites (EOSs). The Information collected by EDSs plays an important role in some fields, such as industry, science and military. The... The electromagnetic detection satellite (EDS) is a type of earth observation satellites (EOSs). The Information collected by EDSs plays an important role in some fields, such as industry, science and military. The scheduling of EDSs is a complex combinatorial optimization problem. Current research mainly focuses on the scheduling of imaging satellites and SAR satellites, but little work has been done on the scheduling of EDSs for its specific characteristics. A multi-satellite scheduling model is established, in which the specific constrains of EDSs are considered, then a scheduling algorithm based on the genetic algorithm (GA) is proposed. To deal with the specific constrains of EDSs, a penalty function method is introduced. However, it is hard to determine the appropriate penalty coefficient in the penalty function. Therefore, an adaptive adjustment mechanism of the penalty coefficient is designed to solve the problem, as well as improve the scheduling results. Experimental results are used to demonstrate the correctness and practicability of the proposed scheduling algorithm. 展开更多
关键词 electromagnetic detection satellite (EDS) scheduling genetic algorithm (GA) constraint handling penalty function method alterable penalty coefficient.
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An Exact Analytical Method for Magnetic Field Computation and Electromagnetic Torque in a Concentric Magnetic Gear 被引量:12
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作者 JING Libing ZHANG Yuejin 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0020-I0020,22,共1页
准确计算磁力齿轮电磁转矩是设计、分析磁力齿轮的关键,采用二维全局解析法计算同心式磁力齿轮气隙磁场。求解场域划分为内外转子永磁体、内外两层气隙和调磁定子的槽形区域,3类子区域的拉普拉斯方程和泊松方程通过边界连续条件建立联... 准确计算磁力齿轮电磁转矩是设计、分析磁力齿轮的关键,采用二维全局解析法计算同心式磁力齿轮气隙磁场。求解场域划分为内外转子永磁体、内外两层气隙和调磁定子的槽形区域,3类子区域的拉普拉斯方程和泊松方程通过边界连续条件建立联系。得到内外两层气隙区域的矢量磁位磁通密度解析表达式,有利于方便、快速、精确地计算任意转子位置的电磁转矩。计算了内外两层气隙磁场和内外转子电磁转矩,将气隙磁场波形和内外转子电磁转矩波形分别与二维有限元法计算波形作比较,结果吻合,证明了方法的正确性和有效性。 展开更多
关键词 磁场计算 精确分析 电磁转矩 齿轮 磁力 磁场分布 泊松方程 拉普拉斯
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Application of Multi-Grid Method to the Computation of Electromagnetic Scattering Problems
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作者 Wang, Chaofu Fang, Dagang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1997年第2期1-6,共6页
The multi-grid method has been known as an efficient iterative method for the linear systems and nonlinear systems that arise from finite difference approximations for partial differential equations. In this paper, th... The multi-grid method has been known as an efficient iterative method for the linear systems and nonlinear systems that arise from finite difference approximations for partial differential equations. In this paper, the multigrid method is extended to the application of solving integral equations which appear in electromagnetic scattering problems. The diakoptic theory is used for this purpose. Compared with other methods, the numerical results show that the multigrid method is powerful to solve electromagnetic scattering problems and can be used to compute electromagnetic scattering problems with electrically large bodies and complex structures. 展开更多
关键词 Multi-grid method Diakoptic theory Integral equation electromagnetic scattering problem.
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A high output power 340 GHz balanced frequency doubler designed based on linear optimization method
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作者 LIU Zhi-Cheng ZHOU Jing-Tao +5 位作者 MENG Jin WEI Hao-Miao YANG Cheng-Yue SU Yong-Bo JIN Zhi JIA Rui 《红外与毫米波学报》 北大核心 2025年第2期184-191,共8页
In this paper,a linear optimization method(LOM)for the design of terahertz circuits is presented,aimed at enhancing the simulation efficacy and reducing the time of the circuit design workflow.This method enables the ... In this paper,a linear optimization method(LOM)for the design of terahertz circuits is presented,aimed at enhancing the simulation efficacy and reducing the time of the circuit design workflow.This method enables the rapid determination of optimal embedding impedance for diodes across a specific bandwidth to achieve maximum efficiency through harmonic balance simulations.By optimizing the linear matching circuit with the optimal embedding impedance,the method effectively segregates the simulation of the linear segments from the nonlinear segments in the frequency multiplier circuit,substantially improving the speed of simulations.The design of on-chip linear matching circuits adopts a modular circuit design strategy,incorporating fixed load resistors to simplify the matching challenge.Utilizing this approach,a 340 GHz frequency doubler was developed and measured.The results demonstrate that,across a bandwidth of 330 GHz to 342 GHz,the efficiency of the doubler remains above 10%,with an input power ranging from 98 mW to 141mW and an output power exceeding 13 mW.Notably,at an input power of 141 mW,a peak output power of 21.8 mW was achieved at 334 GHz,corresponding to an efficiency of 15.8%. 展开更多
关键词 linear optimization method(LOM) three-dimensional electromagnetic model(3D-EM) Harmonic impedance optimization Schottky planar diode Terahertz frequency doubler
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Modeling and finite element analysis of transduction process of electromagnetic acoustic transducers for nonferromagnetic metal material testing 被引量:14
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作者 郝宽胜 黄松岭 +2 位作者 赵伟 段汝娇 王珅 《Journal of Central South University》 SCIE EI CAS 2011年第3期749-754,共6页
Facing the problems lack of considering the non-uniform distribution of the static bias magnetic field and computing the panicle displacements in the simulation model of electromagnetic acoustic transducer (EMAT), a... Facing the problems lack of considering the non-uniform distribution of the static bias magnetic field and computing the panicle displacements in the simulation model of electromagnetic acoustic transducer (EMAT), a multi-field coupled model was established and the finite element method (FEM) was presented to calculate the entire transduction process. The multi-field coupled model included the static magnetic field, pulsed eddy current field and mechanical field. The FEM equations of the three fields were derived by Garlerkin FEM method. Thus, the entire transduction process of the EMAT was calculated through sequentially coupling the three fields. The transduction process of a Lamb wave EMAT was calculated according to the present model and method. The results show that, by the present method, it is valid to calculate the particle displacement under the given excitation signal and non-uniformly distributed static magnetic field. Calculation error will be brought about if the non-uniform distribution of the static bias magnetic field is neglected. 展开更多
关键词 metal material nondestructive testing electromagnetic acoustic transducer multi-field coupling Garlerkin method finite element
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Calculation and application of full-wave airborne transient electromagnetic data in electromagnetic detection 被引量:3
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作者 JI Yan-ju ZHU Yu +2 位作者 YU Ming-mei LI Dong-sheng GUAN Shan-shan 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第4期1011-1020,共10页
Airborne electromagnetic transient method enjoys the advantages of high-efficiency and the high resolution of electromagnetic anomalies,especially suitable for mining detection around goaf areas and deep exploration o... Airborne electromagnetic transient method enjoys the advantages of high-efficiency and the high resolution of electromagnetic anomalies,especially suitable for mining detection around goaf areas and deep exploration of minerals.In this paper,we calculated the full-wave airborne transient electromagnetic data,according to the result of numerical research,the advantage of switch-off time response in electromagnetic detection was proofed via experiments.Firstly,based on the full-wave airborne transient electromagnetic system developed by Jilin University(JLU-ATEMI),we proposed a method to compute the full-waveform electromagnetic(EM)data of 3D model using the FDTD approach and convolution algorithm,and verify the calculation by the response of homogenous half-space.Then,through comparison of switch-off-time response and off-time response,we studied the effect of ramp time on anomaly detection.Finally,we arranged two experimental electromagnetic detection,the results indicated that the switch-off-time response can reveal the shallow target more effectively,and the full-waveform airborne electromagnetic system is an effective technique for shallow target detection. 展开更多
关键词 airborne electromagnetic transient method full-waveform FDTD approach convolution algorithm anomaly detection
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Sparsity-based efficient simulation of cluster targets electromagnetic scattering
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作者 TIAN Yuguang LIU Yixin +3 位作者 CHEN Xuan CHEN Penghui WANG Jun CHEN Junwen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第2期299-306,共8页
An efficient and real-time simulation method is proposed for the dynamic electromagnetic characteristics of cluster targets to meet the requirements of engineering practical applications.First,the coordinate transform... An efficient and real-time simulation method is proposed for the dynamic electromagnetic characteristics of cluster targets to meet the requirements of engineering practical applications.First,the coordinate transformation method is used to establish a geometric model of the observation scene,which is described by the azimuth angles and elevation angles of the radar in the target reference frame and the attitude angles of the target in the radar reference frame.Then,an approach for dynamic electromagnetic scattering simulation is proposed.Finally,a fast-computing method based on sparsity in the time domain,space domain,and frequency domain is proposed.The method analyzes the sparsity-based dynamic scattering characteristic of the typical cluster targets.The error between the sparsity-based method and the benchmark is small,proving the effectiveness of the proposed method. 展开更多
关键词 geometric model of the observation scene dynamic electromagnetic scattering simulation sparsity-based method
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Novel electromagnetism-like mechanism method for multiobjective optimization problems 被引量:1
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作者 Lixia Han Shujuan Jiang Shaojiang Lan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第1期182-189,共8页
As a new-style stochastic algorithm, the electromagnetism-like mechanism(EM) method gains more and more attention from many researchers in recent years. A novel model based on EM(NMEM) for multiobjective optimizat... As a new-style stochastic algorithm, the electromagnetism-like mechanism(EM) method gains more and more attention from many researchers in recent years. A novel model based on EM(NMEM) for multiobjective optimization problems is proposed, which regards the charge of all particles as the constraints in the current population and the measure of the uniformity of non-dominated solutions as the objective function. The charge of the particle is evaluated based on the dominated concept, and its magnitude determines the direction of a force between two particles. Numerical studies are carried out on six complex test functions and the experimental results demonstrate that the proposed NMEM algorithm is a very robust method for solving the multiobjective optimization problems. 展开更多
关键词 electromagnetism-like mechanism(EM) method multi-objective optimization problem PARTICLE Pareto optimal solutions
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Comparison of three formulations for eddy-current problems in a spiral coil electromagnetic acoustic transducer
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作者 石文泽 吴运新 +3 位作者 龚海 赵志然 范吉志 谭良辰 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第4期817-824,共8页
Three differential equations based on different definitions of current density are compared. Formulation I is based on an incomplete equation for total current density (TCD). Formulations II and {I1 are based on inc... Three differential equations based on different definitions of current density are compared. Formulation I is based on an incomplete equation for total current density (TCD). Formulations II and {I1 are based on incomplete and complete equations for source current density (SCD), respectively. Using the weak form of finite element method (FEM), three formulations were applied in a spiral coil electromagnetic acoustic transducer (EMAT) example to solve magnetic vector potential (MVP). The input impedances calculated by Formulation III are in excellent agreement with the experimental measurements. Results show that the errors for Formulations I & II vary with coil diameter, coil spacing, lift-off distance and external excitation frequency, for the existence of eddy-current and skin & proximity effects. And the current distribution across the coil conductor also follows the same trend. It is better to choose Formulation I instead of Formulation Ili to solve MVP when the coil diameter is less than twice the skin depth for Formulation I is a low cost and high efficiency calculation method. 展开更多
关键词 electromagnetic acoustic transducer (EMAT) eddy current finite element method (FEM) skin and proximity effects spiral coil
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Some issues on 2.5-D transient electromagnetic forward
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作者 XIONG Bin MAO Ya-dan 《Journal of Central South University of Technology》 2005年第z1期177-182,共6页
Numerical calculation for two integral transforms in 2.5-D transient electromagnetic forward is a difficult and key task, namely, the inverse Fourier transform and the inverse Laplace transform. Some effective algorit... Numerical calculation for two integral transforms in 2.5-D transient electromagnetic forward is a difficult and key task, namely, the inverse Fourier transform and the inverse Laplace transform. Some effective algorithms for them were described. Based on the known algorithms in DC resistivity on wave-number distribution and selection, we proposed a principle on how to choose the least wave-number concerning the central-loop transient electromagnetic method. First, observe the behavior of transformation function curve with regard to wave-number in Fourier domain. In the light of its asymptote, ascertain the coverage scope of wave-number. Compared with analytic solution, the least wave-number in Fourier domain can be derived. Furthermore, the Laplace numerical inversion algorithm which needs only a few Laplace variables in pure real domain was also introduced here. The procedure was applied to forward modeling on transient electromagnetic field of a vertical magnetic dipole over uniform half-space to demonstrate them effectiveness and general applicability. 展开更多
关键词 transient electromagnetic method 2.5-D FORWARD modeling INVERSE FOURIER TRANSFORM INVERSE LAPLACE TRANSFORM wave-number
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The Computation of the Transient Electromagnetic Response for Ramp Turn-off of a Large Fixed Rectangle Transmitting Loop
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作者 Liu Zheng Yang Sheng 《石油地球物理勘探》 EI CSCD 北大核心 2012年第A02期135-140,共6页
关键词 石油 地球物理勘探 地质调查 油气资源
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基于物理指导的等值反磁通瞬变电磁深度学习反演 被引量:1
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作者 王鹤 晏茂珊 +2 位作者 席振铢 江沙 王俊 《中南大学学报(自然科学版)》 北大核心 2025年第5期1851-1860,共10页
等值反磁通瞬变电磁法在矿产勘探中应用广泛,但在复杂地质条件下,反演精度仍不高,为此,提出一种基于物理指导的神经网络(physics-informed neural network,PINN)深度学习反演方法,其步骤为:1)建立层状电阻率模型,进行等值反磁通瞬变电... 等值反磁通瞬变电磁法在矿产勘探中应用广泛,但在复杂地质条件下,反演精度仍不高,为此,提出一种基于物理指导的神经网络(physics-informed neural network,PINN)深度学习反演方法,其步骤为:1)建立层状电阻率模型,进行等值反磁通瞬变电磁法正演,生成用于网络训练的样本数据集。2)利用残差网络和U型网络构建的UResNet,构建等值反磁通瞬变电磁法的WNet深度学习反演模型,并将物理定律嵌入损失函数以进行网络训练。3)通过数据和模型双误差控制的反向传播算法,提升计算精度,得到最优网络模型。4)通过合成模型的仿真计算结果和实测数据结果验证该方法的正确性。研究结果表明:基于物理指导的WNet反演方法能有效融合物理定律,不依赖初始模型,能够高效解决等值反磁通瞬变电磁法的反演问题,并具有较高精度,对地下结构的解释更加全面、准确。 展开更多
关键词 等值反磁通瞬变电磁 深度学习 物理指导 反演精度
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地空瞬变电磁法在复杂地形运营公路隧道岩溶勘查中的应用——以广西河池—百色高速公路为例 被引量:3
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作者 孙乃泉 李天祥 +2 位作者 戚志鹏 程旺盛 曹华科 《地球科学与环境学报》 北大核心 2025年第1期95-105,共11页
针对传统地球物理方法在地形复杂条件下隧道突水突泥地质灾害勘查的局限性,采用结合地面与空中电磁信号的地空瞬变电磁法可以克服供电和负载的限制。以广西河池—百色高速公路金兰隧道为例,结合三维视电阻率成像技术,采用基于反函数原... 针对传统地球物理方法在地形复杂条件下隧道突水突泥地质灾害勘查的局限性,采用结合地面与空中电磁信号的地空瞬变电磁法可以克服供电和负载的限制。以广西河池—百色高速公路金兰隧道为例,结合三维视电阻率成像技术,采用基于反函数原理的全域视电阻率计算方法,分析隧道区域三维视电阻率特征。该方法通过展示地下介质的电性分布,精确识别灾害源及导水通道,相比传统视电阻率计算,基于反函数原理的全域定义提升了探测的精度和深度。结果表明:地空瞬变电磁法结合全域视电阻率成像技术,能够精准定位隧道内的低电阻率区域,为隧道灾害抢险与治理提供了关键技术支持。 展开更多
关键词 地空瞬变电磁法 复杂地形 岩溶勘查 隧道 地质灾害 全域视电阻率
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适用于电网频率响应分析的直驱型风电场实用化等值方法 被引量:1
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作者 张磊 晁璞璞 +3 位作者 金泳霖 刘志辉 李卫星 李志民 《电力系统自动化》 北大核心 2025年第14期200-207,共8页
风电参与系统调频是提升新型电力系统频率安全稳定水平的重要途径之一。为了高效分析风电参与调频时系统的频率演化机理,亟须研究适用于电网频率响应特性分析的风电场聚合等值方法。文中建立了直驱型风电机组的通用调频控制模型,仿真分... 风电参与系统调频是提升新型电力系统频率安全稳定水平的重要途径之一。为了高效分析风电参与调频时系统的频率演化机理,亟须研究适用于电网频率响应特性分析的风电场聚合等值方法。文中建立了直驱型风电机组的通用调频控制模型,仿真分析了直驱型风电机组工作于不同运行点时的调频响应特性,发现处于不同风速区间内的同型号风电机组参与系统调频时具有显著的聚群特征,据此提出了适用于电网频率响应特性分析的直驱型风电场实用化等值方法。通过建立和对比某风电场的详细拓扑模型、文中所提等值模型、传统单机等值模型及两种典型多机等值模型在不同运行场景的调频响应特性,发现所提方法的等值性能明显优于其他等值方法,可以在保证计算速度的同时兼顾对详细场站频率响应特性的模拟精度,并且能较好地适应不同的风速和扰动场景。 展开更多
关键词 直驱型风电场 频率响应 电磁暂态建模 等值方法
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地空瞬变电磁法在复杂地形隧道勘察中的应用
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作者 孙乃泉 刘铁华 +3 位作者 李貅 薛敬儒 蒋道君 梅竹 《铁道标准设计》 北大核心 2025年第3期58-64,共7页
由于传统的地面地球物理探测方法及地质勘察方法受场地及地形限制,无法有效开展隧道地质灾害源的探测任务,地空瞬变电磁法应用到复杂地形条件下的隧道地质灾害勘探可有效解决地形限制。地空瞬变电磁法以旋翼无人机为搭载平台,以地表线... 由于传统的地面地球物理探测方法及地质勘察方法受场地及地形限制,无法有效开展隧道地质灾害源的探测任务,地空瞬变电磁法应用到复杂地形条件下的隧道地质灾害勘探可有效解决地形限制。地空瞬变电磁法以旋翼无人机为搭载平台,以地表线性源为发射源,具有施工快速简便、勘探深度大等优点。根据复杂地形条件下的地空瞬变电磁工作流程,以宜涪高铁孟家垭隧道为例,开展地空瞬变电磁勘查工作,查明待建隧道区域的岩溶发育及安全隐患问题,取得了良好的勘探效果。该方法为隧道设计、评估与灾害预防工作提供了参考,同时验证了地空瞬变电磁法在复杂地形条件下工作的可靠性和优越性。 展开更多
关键词 隧道工程 地空瞬变电磁法 复杂地形 岩溶探测 三维瞬变电磁模拟
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基于半监督学习的畸变雷达电磁信号快速识别研究 被引量:1
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作者 王宽田 邱志远 +4 位作者 唐永忠 姚仪遵 覃琴 梁世华 胡亮红 《中国测试》 北大核心 2025年第7期147-153,共7页
雷达信号一旦出现畸变,会使目标在识别过程中出现误差,导致目标识别准确率下降。在此背景下,进行基于半监督学习的畸变雷达电磁信号快速识别研究具有重要的现实意义。该研究利用短时傅里叶变换算法对雷达电磁信号进行时频转换,得到时频... 雷达信号一旦出现畸变,会使目标在识别过程中出现误差,导致目标识别准确率下降。在此背景下,进行基于半监督学习的畸变雷达电磁信号快速识别研究具有重要的现实意义。该研究利用短时傅里叶变换算法对雷达电磁信号进行时频转换,得到时频图像并实施预处理。通过灰度共生矩阵提取时频图像的4个纹理特征。以4个纹理特征为样本代表,输入到半监督支持向量机当中,实现畸变雷达电磁信号快速识别。结果表明:该文方法交并比更高,时间更短,说明所研究方法能够以更快的速度完成更加准确的畸变识别,证明所研究方法的性能。 展开更多
关键词 半监督学习 畸变 雷达电磁信号 快速识别方法
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