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Comparative Study of Linear and Non-Linear Controls of Three-Phase Shunt Active Filters for Improving the Quality of Electrical Energy
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作者 Mamane Adamou Nabil Alkassoum +1 位作者 André Foulani Amadou Seidou Maiga 《Energy and Power Engineering》 2019年第3期149-166,共18页
The aim of this work is to comparatively study two types of control of a three-phase shunt active filter (TSAF) in order to realize a system of depollution of electrical networks so as to improve the quality of electr... The aim of this work is to comparatively study two types of control of a three-phase shunt active filter (TSAF) in order to realize a system of depollution of electrical networks so as to improve the quality of electrical energy. We used two TSA control models which differ in the method of disturbed currents detection, one linear and the other non-linear. The results show that the non-linear control method, although with high calculation blocks, gives more promising results than the linear control method. When connecting a non-linear load (televisions, lamps, variable speed drives, etc.) directly to the public distribution network, the non-linear nature of the load causes the source current to be deformed due to the presence of harmonic currents and voltages. These harmonics thus generate a high reactive power, and therefore considerable electrical losses in the network. One of the solutions to reduce losses on the electricity grid is to incorporate an electronic circuit called a filter into the electricity grid. This work carried out a comparative study of two types of control of a three-phase shunt active filter (TSAF) in order to carry out a system for cleaning up electricity networks in order to improve the quality of electrical energy. We used two TSA control models that differ in the method of detecting disturbed currents, one linear and the other non-linear. The results show that the non-linear control method, although with high calculation blocks, gives better results than the linear control method. 展开更多
关键词 Power QUALITY Active three-PHASE SHUNT filter NON-LINEAR CONTROL LINEAR CONTROL
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Analysis and Design of Derivative Free Filters against Derivative Based Filter on the Simulated Model of a Three Phase Induction Motor
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作者 Ravikumar Jagadeesan Srikrishna Subramanian Prakash Jagadeesan 《Energy and Power Engineering》 2010年第2期78-89,共12页
Recursive state estimation methods have aroused substantial attraction among many researchers and in particular, the drives research fraternity has shown increased interest in recent years. State estimators that surro... Recursive state estimation methods have aroused substantial attraction among many researchers and in particular, the drives research fraternity has shown increased interest in recent years. State estimators that surrogate direct measurements play an integral part in the operation of modern a.c. drives. Their robustness and accuracy are very much decisive for the performance of the drive. In this paper, a comparative analysis of the three nonlinear filtering schemes to estimate the states of a three phase induction motor on the simulated model is presented. The efficacy of Ensemble Kalman Filter (EnKF) against the traditional Jacobian based Filter or Extended Kalman Filter (EKF) and almost forbidden, hitherto least-attempted Unscented Kalman Filter (UKF) is very much exemplified. Theoretical aspects and comparative simulation results are investigated comprehensively with respect to three different scenarios viz., step changes in load torque, speed reversal, and low speed operation. Also, “Monte Carlo Simulation” runs have been exploited very extensively to show the superior practical usefulness of EnKF, by which the minimum mean square error (MMSE), which is often used as the performance index, ostensibly gets mitigated very radically by the proposed approach. The results throw light on alleviating the intrinsic intricacies encountered in EKF in parlance with the observer theory. 展开更多
关键词 Ensemble KALMAN filter [EnKF] Extended KALMAN filter [EKF] three Phase Induction Motor [IM] State Estimation Unscented KALMAN filter [UKF]
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Hybrid three-dimensional variation and particle filtering for nonlinear systems 被引量:2
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作者 冷洪泽 宋君强 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第3期226-231,共6页
This work addresses the problem of estimating the states of nonlinear dynamic systems with sparse observations.We present a hybrid three-dimensional variation(3DVar) and particle piltering(PF) method,which combine... This work addresses the problem of estimating the states of nonlinear dynamic systems with sparse observations.We present a hybrid three-dimensional variation(3DVar) and particle piltering(PF) method,which combines the advantages of 3DVar and particle-based filters.By minimizing the cost function,this approach will produce a better proposal distribution of the state.Afterwards the stochastic resampling step in standard PF can be avoided through a deterministic scheme.The simulation results show that the performance of the new method is superior to the traditional ensemble Kalman filtering(EnKF) and the standard PF,especially in highly nonlinear systems. 展开更多
关键词 three-dimensional variation(3DVar) particle piltering(PF) ensemble Kalman filtering(EnKF) chaos system
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基于激光传感器的恶劣天气车辆多目标检测方法
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作者 左建平 柴青青 +2 位作者 王晓阳 李贵彦 左佳禾 《激光杂志》 北大核心 2026年第1期239-244,共6页
为了确保道路交通安全,提高应急响应效率,提出基于激光传感器的恶劣天气车辆多目标检测方法。改进的C均值聚类去除大尺度噪声,利用双边滤波去除小尺度噪声,以激光传感器坐标系为基准,对X轴、Y轴和Z轴范围内的点云体素化处理,对激光点云... 为了确保道路交通安全,提高应急响应效率,提出基于激光传感器的恶劣天气车辆多目标检测方法。改进的C均值聚类去除大尺度噪声,利用双边滤波去除小尺度噪声,以激光传感器坐标系为基准,对X轴、Y轴和Z轴范围内的点云体素化处理,对激光点云中每个体素初步特征编码,利用三维稀疏卷积提取点云局部特征,联合标准卷积和转置卷积建立特征金字塔网络,提取不同尺度上的激光点云特征并拼接。依据特征设定多目标候选框,使用三维卡尔曼滤波跟踪车辆目标,实现车辆多目标检测与跟踪。实验结果表明,在多目标检测中,所提方法的IoU超过90%、FPS达12,要优于对比方法,能有效满足恶劣天气下车辆多目标检测需求。 展开更多
关键词 激光传感器 恶劣天气 车辆多目标检测 双边滤波 三维卡尔曼滤波
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考虑滤波电容寄生参数的双三相整流发电机直流侧输出电压的计算与分析
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作者 齐美钧 夏加宽 +3 位作者 余剑平 康乐 侯婷婷 苏航 《中国电机工程学报》 北大核心 2026年第5期2092-2103,I0029,共13页
带脉冲功率负载的直流供电系统现已广泛应用于电动车、舰船及航空等领域。当脉冲负载发生突变时,整流发电机端电压会随之变化,对整个供电系统的稳定性造成负面影响,此时,滤波电容起到了关键作用。直流供电系统中的滤波电容通常采用电解... 带脉冲功率负载的直流供电系统现已广泛应用于电动车、舰船及航空等领域。当脉冲负载发生突变时,整流发电机端电压会随之变化,对整个供电系统的稳定性造成负面影响,此时,滤波电容起到了关键作用。直流供电系统中的滤波电容通常采用电解电容。电解电容存在寄生参数等效串联电阻(equivalent series resistance,ESR),会引起输出电压波形畸变及电压大小的变化。为此,该文提出一种考虑滤波电容寄生参数ESR的双三相整流发电机带脉冲负载的瞬时电压计算方法。首先,建立考虑滤波电容寄生参数ESR的带脉冲功率负载的双三相整流发电机等效瞬态数学模型;其次,通过双三相整流发电机瞬态有限元仿真同负载突变实验进行对比,验证所提出的考虑滤波电容寄生参数ESR的双三相整流发电机等效模型负载突变的瞬时电压计算方法的必要性与可行性;最后,分析滤波电容C及其寄生参数ESR对双三相整流发电机直流侧电压的影响。结果表明,建立的等效模型具有较高的准确性,同时,表明考虑滤波电容寄生参数ESR对整流发电机直流测电压的研究对提高整个直流供电系统电能质量具有重要意义。 展开更多
关键词 双三相整流发电机 滤波电容 寄生参数 脉冲功率负载 直流电压
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基于有源电力滤波的光伏并网逆变器
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作者 石博言 常武昊 +1 位作者 赵德 谢潘婷 《现代信息科技》 2026年第2期26-30,共5页
针对我国高海拔牧区地区电网中谐波污染严重、三相电流不平衡及供电波动频繁等实际问题,设计了一款集三相电压型PWM整流器、并网逆变器与有源电力滤波器功能于一体的多功能双向逆变器。该系统支持储能整流与谐波补偿两种运行模式:在整... 针对我国高海拔牧区地区电网中谐波污染严重、三相电流不平衡及供电波动频繁等实际问题,设计了一款集三相电压型PWM整流器、并网逆变器与有源电力滤波器功能于一体的多功能双向逆变器。该系统支持储能整流与谐波补偿两种运行模式:在整流模式下,通过SPWM调制三相半桥结构,实现对直流侧储能单元的稳定充电,并具备主动滤波能力;在滤波模式下,断开储能侧接口,系统采用基于改进Clark变换与DSOGI算法的ip-iq谐波提取策略,结合SRF-PLL锁相实现对电网谐波和不平衡电流的高精度检测与实时补偿。该系统在高原复杂环境下具备良好的鲁棒性、谐波抑制能力与动态跟踪性能,为高海拔地区分布式电源接入与电能质量优化提供了有力支撑。 展开更多
关键词 双向逆变器 高海拔电网 谐波补偿 有源电力滤波器 三相LCL滤波器 电能质量
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P波段24通道三维集成开关滤波器组研制
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作者 泽保 陈春青 +1 位作者 王晓庆 袁超 《固体电子学研究与进展》 2026年第1期84-88,共5页
为满足现代通信系统小型化与集成化的需求,提出了一种应用于便携式终端的24通道开关滤波器组的集成化设计方案。该方案采用模块化架构,将24个滤波器通道划分为4组,每组集成6个通道,并基于有机基板进行塑封封装。然后通过陶瓷管壳堆叠工... 为满足现代通信系统小型化与集成化的需求,提出了一种应用于便携式终端的24通道开关滤波器组的集成化设计方案。该方案采用模块化架构,将24个滤波器通道划分为4组,每组集成6个通道,并基于有机基板进行塑封封装。然后通过陶瓷管壳堆叠工艺将4组6通道开关滤波器组与射频开关进行三维集成,从而实现高密度封装。滤波器设计选用声表面波技术,采用双模谐振器与串并联谐振混合拓扑结构优化矩形系数,提升带外抑制性能。测试结果表明,该开关滤波器组在任意通道边带频点偏离±10%时,抑制比优于35 dBc,整体尺寸仅为21.0 mm×21.0mm×3.8 mm,满足便携式终端的高性能、小型化应用需求。 展开更多
关键词 便携式终端 堆叠 三维集成 滤波器组 声表面波
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基于RBF神经网络的单相三电平APF终端滑模控制
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作者 杨瑞康 葛高飞 +2 位作者 张作轩 赵军波 马辉 《控制理论与应用》 北大核心 2026年第1期61-68,共8页
传统电流电压双闭环策略中,滑模控制器对于系统模型参数具有较强的依赖性,导致有源电力滤波器的电流内环控制器存在鲁棒性下降、动态响应迟缓等问题.为此,本文提出一种基于径向基函数(RBF)神经网络的双闭环滑模控制策略,以提高补偿电流... 传统电流电压双闭环策略中,滑模控制器对于系统模型参数具有较强的依赖性,导致有源电力滤波器的电流内环控制器存在鲁棒性下降、动态响应迟缓等问题.为此,本文提出一种基于径向基函数(RBF)神经网络的双闭环滑模控制策略,以提高补偿电流动态响应速度和鲁棒性.该控制策略内环采用RBF神经网络全局快速终端滑模控制器;外环采用线性滑模控制器. RBF神经网络通过在线逼近未知项以降低对模型的依赖性,全局快速终端滑模控制器用于提高系统收敛性.实验结果表明,所提控制策略能够使单相三电平有源电力滤波器在稳态和动态工况下,均展现出更优越的电流跟踪性能与更强的鲁棒性. 展开更多
关键词 有源电力滤波器 滑模控制 RBF神经网络 三电平变换器
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求解非线性互补问题的两步迭代-Filter方法
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作者 龙君 曾三云 《怀化学院学报》 2015年第5期15-20,共6页
利用牛顿迭代法作为预测步,用不动点迭代法作为修正步,结合filter技术,提出了求解非线性互补问题的两步迭代-filter算法,并证明了算法的局部三阶收敛性,最后通过数值实验表明该算法的有效性.
关键词 非线性互补问题 filter方法 牛顿迭代法 三阶收敛
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3D Profile Filter Algorithm Based on Parallel Generalized B-spline Approximating Gaussian 被引量:3
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作者 REN Zhiying GAO Chenghui SHEN Ding 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第1期148-154,共7页
Currently, the approximation methods of the Gaussian filter by some other spline filters have been developed. However, thesc methods are only suitable for the study of one-dimensional filtering, when these methods are... Currently, the approximation methods of the Gaussian filter by some other spline filters have been developed. However, thesc methods are only suitable for the study of one-dimensional filtering, when these methods are used for three-dimensional filtering, it is found that a rounding error and quantization error would be passed to the next in every part. In this paper, a new and high-precision implementation approach for Gaussian filter is described, which is suitable for three-dimensional reference filtering. Based on the theory of generalized B-spline function and the variational principle, the transmission characteristics of a digital filter can be changed through the sensitivity of the parameters (t1, t2), and which can also reduce the rounding error and quantization error by the filter in a parallel form instead of the cascade form, Finally, the approximation filter of Gaussian filter is obtained. In order to verify the feasibility of the new algorithm, the reference extraction of the conventional methods are also used and compared. The experiments are conducted on the measured optical surface, and the results show that the total calculation by the new algorithm only requires 0.07 s for 480×480 data points; the amplitude deviation between the reference of the parallel form filter and the Gaussian filter is smaller; the new method is closer to the characteristic of the Gaussian filter through the analysis of three-dimensional roughness parameters, comparing with the cascade generalized B-spline approximating Gaussian. So the new algorithm is also efficient and accurate for the implementation of Gaussian filter in the application of surface roughness measurement. 展开更多
关键词 generalized B-spline Gaussian filter three-dimensional reference cascade characteristic parallel characteristic
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Dual-loop Control Strategy for Grid-connected Inverter with LCL Filter
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作者 Qiubo Peng Hongbin Pan +1 位作者 Yong Liu Lidan Xiang 《Energy and Power Engineering》 2013年第4期97-101,共5页
As to the concrete topology of three-phase LCL type grid-connected inverter with damping resistance, mathematical model was deduced in detail, using method of equivalent transformation to the structure diagram, dampin... As to the concrete topology of three-phase LCL type grid-connected inverter with damping resistance, mathematical model was deduced in detail, using method of equivalent transformation to the structure diagram, damping resistance was virtualized, mathematical model under the DQ frame that can realize decoupling control was established, a dual-loop control strategy for grid-connected inverter with LCL filter was proposed, the system stability was analyzed and the design method of controller was given. The proposed method overcame the flaws of loss increase, efficiency reduce and cost increase which were caused by damping resistance in LCL type grid-connected inverter, the system efficiency and power supply quality of the output were improved. Feasibility and effectiveness of the new method were validated by simulation and experimental results. 展开更多
关键词 Virtual DAMPING LCL filter three-PHASE GRID-CONNECTED Inverter DECOUPLING Control
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基于直觉模糊集熵测度和显著特征检测的古铜镜X光图像融合 被引量:2
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作者 吴萌 张倩文 +2 位作者 孙增国 相建凯 郭歌 《光学精密工程》 北大核心 2025年第2期262-281,共20页
针对被锈蚀覆盖的古铜镜因镜缘与镜心区域厚度不均,单能X射线无法检测出完整的纹饰和病害信息的问题,本文提出一种直觉模糊集熵测度和显著特征检测的古铜镜X光图像融合方法。首先,引入有效引导滤波对高能量X光图像的纹饰结构做对比度增... 针对被锈蚀覆盖的古铜镜因镜缘与镜心区域厚度不均,单能X射线无法检测出完整的纹饰和病害信息的问题,本文提出一种直觉模糊集熵测度和显著特征检测的古铜镜X光图像融合方法。首先,引入有效引导滤波对高能量X光图像的纹饰结构做对比度增强。接着,采用联合双边滤波和结构-纹理分解策略设计三个尺度分解模型,以提取不同能量X光图像的能量层、残差层和细节层信息。其次,能量层通过l1-max规则得到融合后的能量图像,残差层利用直觉模糊集熵测度构造小尺度纹理特征融合模块,细节层结合扩展差分高斯与空间频率增强算子构建复合型显著特征检测策略。最后,将能量融合图、残差融合图和细节融合图相加得到最终融合结果。实验结果表明,本文方法的6种客观评价指标AG,SF,SD,SCD,NAB/F和SSIM相较于对比方法分别平均提高了23.59%,22.99%,16.12%,42.55%,17.07%,20.54%,融合结果可以有效保留古铜镜清晰的纹饰细节和病害裂隙的关键特征,在对比度和结构保持等方面都优于其他对比方法。 展开更多
关键词 图像融合 边缘保持滤波 三尺度分解 纹理提取 直觉模糊集熵测度 显著特征检测
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34 GHz Bandpass Filter for Low-temperature Co-fired Ceramic System-in-Package Application
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作者 XU Ziqiang SHI Yu +2 位作者 ZENG Zhiyi LIAO Jiaxuan LI Tian 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第2期309-315,共7页
Modern electronic circuit requires compact,multifunctional technology in communication systems.However,it is very difficult due to the limitations in passive component miniaturization and the complication of fabricati... Modern electronic circuit requires compact,multifunctional technology in communication systems.However,it is very difficult due to the limitations in passive component miniaturization and the complication of fabrication process.The bandpass filter is one of the most important passive components in millimeter(mm)-wave communication system,attracting significant interest in three-dimension(3D) miniaturized design,which is few reported.In this paper,a bandpass filter structure using low-temperature co-fired ceramic(LTCC) technology,which is fully integrated in a system-in package(SIP) communication module,is presented for miniaturized and high reliable mm-wave application.The bandpass filter with 3D end-coupled microstrip resonators is implemented in order to achieve a high performance bandwidth characteristic.Specifically,all of the resonators are embedded into different ceramic layers to decrease the insertion loss and enhance the out-of-band rejection performance by optimizing the coupling coefficient and the coupling strength.A fence structure,which is formed by metal-filled via array with the gap less than quarter wavelength,is placed around the embedded bandpass filter to avoid electromagnetic(EM) interference problem in multilayer structure.This structural model is validated through actual LTCC process.The bandpass filter is successfully manufactured by modifying the co-fireablity characteristics,adjusting the sintering profile,releasing the interfacial stress,and reducing the shrinkage mismatch with different materials.Measured results show good performance and agree well with the high frequency EM full wave simulation.The influence of layer thickness and dielectric constant on the frequency response in fabricated process is analyzed,where thicker ceramic sheets let the filter response shift to higher frequency.Moreover,measured S-parameters denote the center frequency is also strongly influenced by the variation of ceramic material's dielectric constants.By analyzing the relationship between the characteristics of the ceramic tape and the center frequency of the filter,both theoretical and experimental data are accumulated for broadening application filed.With the coupling resonators embedded into the ceramic layers,the bandpass filter exhibits advantages of small size and high reliability compared to conventional planar filter structure,which makes the bandpass filter suitable for SIP communicational application. 展开更多
关键词 three-dimensional(3D) structure bandpass filter low-temperature co-fired ceramic(LTCC) system in package(SIP)
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Polarization Filtering Method for Suppressing Surface Wave in Time-Frequency Domain
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作者 Xiaoming Yang Yang Gao +2 位作者 Wenzhong Zhang Yanchun Wang Meihua Lan 《International Journal of Geosciences》 2019年第4期481-490,共10页
In order to suppress the surface wave in three-component seismic exploration, according to the polarization characteristics of body wave and surface wave, a time-frequency domain polarization filtering method based on... In order to suppress the surface wave in three-component seismic exploration, according to the polarization characteristics of body wave and surface wave, a time-frequency domain polarization filtering method based on wavelet transform was studied. A covariance matrix was constructed in the time-frequency domain for the three-component seismic data, measured the polarization parameters of seismic waves. Combining the corresponding eigenvalues and eigenvectors of the matrix, the elliptic rate and elevation angle were used as constraints, and the polarization filter function was built to separate the surface waves. The separated surface waves were inversely transformed and then were adaptively subtracted from the original records. After the polarization filtering suppressed the surface wave, the signal-to-noise ratio of the converted wave was effectively improved. It laid a good foundation for the next seismic data processing and seismic exploration development. The actual data processing results show that the method can effectively extract surface waves from three-component seismic records and avoid the interference of surface waves on seismic signals. 展开更多
关键词 three-COMPONENT SEISMIC Data Surface WAVE POLARIZATION filterING ADAPTATION
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Open-circuit fault diagnosis and fault tolerance for shunt active power filter 被引量:2
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作者 PENG Tao ZHAO Shuai +1 位作者 DAN Han-bing YU Hua-xiong 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第11期2582-2595,共14页
The open-circuit fault of the power switches in shunt active power filter(SAPF) would exacerbate the harmonic pollution of power grid, and degrade the reliability of the devices and system. A fault diagnosis method is... The open-circuit fault of the power switches in shunt active power filter(SAPF) would exacerbate the harmonic pollution of power grid, and degrade the reliability of the devices and system. A fault diagnosis method is proposed based on reference model and an over-modulation strategy under hardware fault tolerance for SAPF. First, a mathematic model is established for SAPF. Second, the residuals are generated by comparing the outputs of reference model and those of actual model, and open-switch fault is detected and diagnosed by residual evaluation. After that, hardware fault tolerance is performed with the three-phase four-switch(TPFS) topology to isolate the faulty phase. Finally, the over-modulation strategy is proposed to increase the voltage transfer ratio of the TPFS topology. Simulation and experimental results verified the feasibility and effectiveness of the proposed method. 展开更多
关键词 FAULT diagnosis FAULT TOLERANT reference model over-modulation three-PHASE four-switch TOPOLOGY SHUNT active power filter
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并联注入扰动下的电网阻抗测量教学实验装置研制
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作者 何英杰 陈乐 +1 位作者 曹祥豪 肖国春 《实验室研究与探索》 北大核心 2025年第5期26-31,共6页
为帮助学生深入理解电网阻抗测量原理,研制一台并联注入扰动电网阻抗测量装置。该装置包含三相LCL并网逆变器和DSP控制板、数据采集卡和采样调理板、电压电流霍尔传感器以及工控上位机。由三相LCL并网逆变器产生不同频率的扰动电流,将... 为帮助学生深入理解电网阻抗测量原理,研制一台并联注入扰动电网阻抗测量装置。该装置包含三相LCL并网逆变器和DSP控制板、数据采集卡和采样调理板、电压电流霍尔传感器以及工控上位机。由三相LCL并网逆变器产生不同频率的扰动电流,将其并联注入待测电网,通过数据采集卡采集扰动电流和电压响应数据,经上位机LabVIEW计算阻抗并绘制出阻抗曲线。实验表明,电网阻抗测量装置能准确测量待测电网的阻抗。在实践教学中,学生可通过操作该装置深入理解阻抗测量原理,了解新能源发电接入对电网的影响。 展开更多
关键词 阻抗测量 等间距扫频 并联注入扰动 三相LCL滤波
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基于EMD与小波稀疏去噪的拉曼光谱峰检测算法
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作者 汤斌 杨华 +4 位作者 袁永姣 夏梓航 岳佳 陈步龙 宋涛 《半导体光电》 北大核心 2025年第6期1114-1120,共7页
针对拉曼光谱检测中弱峰灵敏度低、重叠峰分辨困难及噪声干扰显著等技术瓶颈,文章提出一种基于经验模态分解为(EMD)与小波稀疏去噪的拉曼光谱峰检测算法。该算法构建了一个三级自适应滤波与EMD-小波联合去噪框架,通过经验模态分解实现... 针对拉曼光谱检测中弱峰灵敏度低、重叠峰分辨困难及噪声干扰显著等技术瓶颈,文章提出一种基于经验模态分解为(EMD)与小波稀疏去噪的拉曼光谱峰检测算法。该算法构建了一个三级自适应滤波与EMD-小波联合去噪框架,通过经验模态分解实现噪声与特征成分的频带分离,结合sym6小波基阈值收缩抑制模态混叠噪声。创新性引入分数阶微分(α=0.3)增强弱峰边缘特征,设计多尺度检测与动态决策机制,以局部信噪比约束(SNR>1.5)实现冗余峰剔除。试验结果表明,所提算法在复杂噪声背景下具有优越的峰检测性能,针对3,65和97号汽油拉曼光谱的真峰检测准确率分别达到95%,93.55%和95.6%,为高噪声场景下的光谱解析提供了新思路。 展开更多
关键词 拉曼光谱峰检测算法 经验模态分解 三级自适应滤波
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耦合一维水动力模型和集合卡尔曼滤波的入库流量推求方法
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作者 刘园 张玮 +3 位作者 刘洋 赵辉 黄康迪 刘攀 《中国农村水利水电》 北大核心 2025年第9期106-111,120,共7页
水库流量估算是洪水预报和控制的关键问题。受动库容和水位观测误差的影响,传统水量平衡方法反推的入库流量往往锯齿状波动剧烈,且在小时间尺度时容易出现负值,需要借助平滑算法进行后处理。针对以上问题,基于流量连续性假设提出了一种... 水库流量估算是洪水预报和控制的关键问题。受动库容和水位观测误差的影响,传统水量平衡方法反推的入库流量往往锯齿状波动剧烈,且在小时间尺度时容易出现负值,需要借助平滑算法进行后处理。针对以上问题,基于流量连续性假设提出了一种耦合水动力学的集合卡尔曼滤波方法。首先将入库流量作为模型参数,基于流量连续性假设生成下一时刻入库流量集合;然后构建并运行多个水力学模型实例,得到不同流量条件下的模拟水位集合;最后基于多实测水位数据,运用集合卡尔曼滤波方法更新生成的入库流量集合,将流量集合平均值作为目标流量,并重复以上步骤。通过滚动向前滤波实现光滑的水库入库流量反推。以三峡水库为例,选取2020年7月和2022年10月的洪水过程进行研究,结果表明:(1)该方法能够在满足时效性要求的同时,显著降低反推入库流量的波动性,与八段法相比,平滑度改善为0.56;(2)该方法与人工平滑结果和八段法结果相比,均在低流量时更加接近,在峰值流量附近差值偏大;(3)水量偏差指标显示所有方法均高估了入库流量,滤波法高估7%,八段法高估6%,人工平滑法高估8%。提出的入库流量反推方法可为洪水预报和调度提供技术支撑。 展开更多
关键词 入库流量 三峡大坝 集合卡尔曼滤波 一维水动力
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中国区域经济差异时空演变及其多尺度效应 被引量:2
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作者 王圣云 潘柳欣 王振波 《地理学报》 北大核心 2025年第4期1009-1030,共22页
不断缩小区域经济差异,增强区域发展平衡性,是中国实施区域协调发展战略的应有之义。本文融合夜间灯光数据与GDP统计数据构建实际经济指数(GEI),运用泰尔指数、尺度方差模型和空间过滤模型对2000—2020年中国区域经济差异时空演变进行... 不断缩小区域经济差异,增强区域发展平衡性,是中国实施区域协调发展战略的应有之义。本文融合夜间灯光数据与GDP统计数据构建实际经济指数(GEI),运用泰尔指数、尺度方差模型和空间过滤模型对2000—2020年中国区域经济差异时空演变进行了多尺度分析。研究发现:(1) 2000—2020年中国区域经济绝对差异逐年扩大,但相对差异整体趋于缩小;(2)不同区域划分下,中国区域经济尺度方差均呈现出市级>县级>省级>大区域的递减格局,市级的尺度方差增幅最大且贡献率最高,缩小市间差异是缩小中国区域经济差异的关键;(3) 2000—2020年空间自相关对中国区域经济差异的贡献率由23.804%提高至26.079%,不考虑空间自相关因素会导致对中国区域经济差异的高估;(4)空间自相关对区域经济差异的影响具有尺度敏感性,空间尺度越小,区域经济差异对空间自相关的敏感性越强。经空间过滤后,即剔除空间自相关因素后,中国区域经济差异由市间差异最大变为县域间差异最大;(5)人力资本、产业结构、消费规模、财政分权对中国实际经济指数的影响显著为正,但这些因素对中国区域经济差异的影响存在明显的区域异质性。本文可为中国实施区域协调发展战略提供多尺度、精细化、差异化的决策参考。 展开更多
关键词 区域经济差异 实际经济指数(GEI) 三阶段嵌套泰尔指数 尺度方差 空间过滤模型
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利用激光雷达进行船舶位姿感知 被引量:3
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作者 兰加芬 郑茂 +2 位作者 初秀民 柳晨光 吴勇 《武汉大学学报(信息科学版)》 北大核心 2025年第4期782-791,共10页
为精确测量船舶进入升船机船厢的位置、航速、偏航角等关键位姿参数,提出了自适应体素栅格长度计算方法、基于特征点的船舶位置感知方法以及自适应姿态感知方法。以长江三峡5号为例分析了关键参数的影响,并通过蓝箭208号与华嘉8号验证... 为精确测量船舶进入升船机船厢的位置、航速、偏航角等关键位姿参数,提出了自适应体素栅格长度计算方法、基于特征点的船舶位置感知方法以及自适应姿态感知方法。以长江三峡5号为例分析了关键参数的影响,并通过蓝箭208号与华嘉8号验证了感知精度。与测速轮测量结果对比表明,船舶纵向位置平均偏差0.810 m,航速平均偏差0.030m/s,偏航角平均偏差0.27°。所提出的位姿感知方法具有良好的精度,可为船舶进出船厢航行辅助决策系统的开发提供技术支撑。 展开更多
关键词 三峡升船机 激光雷达 点云滤波 位置感知 姿态感知
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