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A Passive Low-Pass Filter on Low-Loss Substrate
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作者 方杰 刘泽文 +4 位作者 赵嘉昊 陈忠民 韦嘉 刘理天 李志坚 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2006年第9期1572-1577,共6页
The loss mechanisms of different passive devices (on-chip inductors and capacitors) on different substrates are analyzed and compared. OPS (oxidized porous silicon) and HR (high-resistivity) substrates are used ... The loss mechanisms of different passive devices (on-chip inductors and capacitors) on different substrates are analyzed and compared. OPS (oxidized porous silicon) and HR (high-resistivity) substrates are used as low-loss substrates for on-chip planar LPF (low pass filter) fabrication. For the study of substrate loss, a planar coil inductor is also designed. Simulation results show that Q (the quality factor) of the inductor on both substrates is over 20. Measurements of the LPF on OPS substrate give a - 3dB bandwidth of 2.9GHz and a midband insertion loss of 0.87dB at 500MHz. The LPF on HR substrate gives a - 3dB bandwidth of 2.3GHz and a midband insertion loss of 0.42dB at 500MHz. 展开更多
关键词 LC low-pass filter low-loss substrate on-chip inductor RF
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Design of a compact low-pass filter with wide stopband 被引量:1
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作者 杨雪霞 薛玉杰 《Journal of Shanghai University(English Edition)》 CAS 2008年第6期495-497,共3页
This paper presents a novel low-pass filter (LPF) with sharp rejection, wide stopband and compact size, which are realized by the defected ground structure (DGS) and the defected microstrip structure (DMS). The ... This paper presents a novel low-pass filter (LPF) with sharp rejection, wide stopband and compact size, which are realized by the defected ground structure (DGS) and the defected microstrip structure (DMS). The equivalent circuit model is proposed and the circuit parameters are extracted by the circuit simulation software. The parameters measured are 3 dB cutoff frequency fc of 5.2 GHz, the insertion loss less than 0.5 dB from DC to 4.0 GHz and S21 less than -20 dB within the wide stopband from 6 GHz to 16 GHz. The results of the circuit optimization agree well with those of the full wave simulation and the measured ones, which validate the effectiveness of the equivalent circuit model. The size of the proposed LPF is decreased compared with normal LPF. This LPF can be applied in rectennas to eliminate high order harmonics. 展开更多
关键词 low-pass filter (LPF) defected ground structure (DGS) defected microstrip structure (DMS) equivalent circuit
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Estimating the subsolar magnetopause position from soft X-ray images using a low-pass image filter 被引量:1
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作者 Hyangpyo Kim Hyunju K.Connor +9 位作者 Jaewoong Jung Brian M.Walsh David Sibeck Kip D.Kuntz Frederick S.Porter Catriana K.Paw U Rousseau A.Nutter Ramiz Qudsi Rumi Nakamura Michael Collier 《Earth and Planetary Physics》 EI CSCD 2024年第1期173-183,共11页
The Lunar Environment heliospheric X-ray Imager(LEXI)and Solar wind Magnetosphere Ionosphere Link Explorer(SMILE)missions will image the Earth’s dayside magneto pause and cusps in soft X-rays after their respective l... The Lunar Environment heliospheric X-ray Imager(LEXI)and Solar wind Magnetosphere Ionosphere Link Explorer(SMILE)missions will image the Earth’s dayside magneto pause and cusps in soft X-rays after their respective launches in the near future,to specify glo bal magnetic reconnection modes for varying solar wind conditions.To suppo rt the success of these scientific missions,it is critical to develop techniques that extract the magnetopause locations from the observed soft X-ray images.In this research,we introduce a new geometric equation that calculates the subsolar magnetopause position(RS)from a satellite position,the look direction of the instrument,and the angle at which the X-ray emission is maximized.Two assumptions are used in this method:(1)The look direction where soft X-ray emissions are maximized lies tangent to the magnetopause,and(2)the magnetopause surface near the subsolar point is almost spherical and thus RSis nea rly equal to the radius of the magneto pause curvature.We create synthetic soft X-ray images by using the Open Geospace General Circulation Model(OpenGGCM)global magnetohydrodynamic model,the galactic background,the instrument point spread function,and Poisson noise.We then apply the fast Fourier transform and Gaussian low-pass filte rs to the synthetic images to re move noise and obtain accurate look angles for the soft X-ray pea ks.From the filte red images,we calculate RS and its accuracy for different LEXI locations,look directions,and solar wind densities by using the OpenGGCM subsolar magnetopause location as ground truth.Our method estimates RS with an accuracy of<0.3 RE when the solar wind density exceeds>10 cm-3.The accuracy improves for greater solar wind densities and during southward interplanetary magnetic fields.The method ca ptures the magnetopause motion during southwa rd interplaneta ry magnetic field turnings.Consequently,the technique will enable quantitative analysis of the magnetopause motion and help reveal the dayside reconnection modes for dynamic solar wind conditions.This technique will suppo rt the LEXI and SMILE missions in achieving their scientific o bjectives. 展开更多
关键词 soft X-ray MAGNETOPAUSE RECONNECTION low-pass filter LEXI SMILE
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Design of low-pass filter based on a novel defected ground structure
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作者 钟小明 李国辉 《Journal of Shanghai University(English Edition)》 CAS 2007年第4期396-399,共4页
A novel defected ground structure (DGS) for the microstrip line is proposed in this paper. The DGS lattice has more defect parameters so that it can provide better performance than the conventional dumbbell-shaped D... A novel defected ground structure (DGS) for the microstrip line is proposed in this paper. The DGS lattice has more defect parameters so that it can provide better performance than the conventional dumbbell-shaped DGS. Selectivity is improved by 97.2% with a sharpness factor of 24.6%. The method is applied to the design of a low-pass filter to confirm validity of the proposed DGS. 展开更多
关键词 defected ground structure (DGS) low-pass filter bandgap sharpness factor SELECTIVITY
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Comparative Study of Low-Pass Filter and Phase-Locked Loop Type Speed Filters for Sensorless Control of AC Drives 被引量:1
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作者 Dong Wang Kaiyuan Lu +1 位作者 Peter Omand Rasmussen Zhenyu Yang 《CES Transactions on Electrical Machines and Systems》 2017年第2期207-215,共9页
High quality speed information is one of the key issues in machine sensorless drives,which often requires proper filtering of the estimated speed.This paper comparatively studies typical low-pass filters(LPF)and phase... High quality speed information is one of the key issues in machine sensorless drives,which often requires proper filtering of the estimated speed.This paper comparatively studies typical low-pass filters(LPF)and phase-locked loop(PLL)type filters with respect to ramp speed reference tracking and steady-state performances,as well as the achievement of adaptive cutoff frequency control.An improved LPF-based filter structure with no ramping and steady-state errors caused by filter parameter quantization effects is proposed,which is suitable for applying LPF for sensorless drives of AC machines,especially when fixed-point digital signal processor is selected e.g.in mass production.Furthermore,the potential of adopting PLL for speed filtering is explored.It is demonstrated that PLL type filters can well maintain the advantages offered by the improved LPF.Moreover,it is found that the PLL type filters exhibit almost linear relationship between the cutoff frequency of the PLL filter and its proportional-integral(PI)gains,which can ease the realization of speed filters with adaptive cutoff frequency for improving the speed transient performance.The proposed filters are verified experimentally.The PLL type filter with adaptive cutoff frequency can provide satisfactory performances under various operating conditions and is therefore recommended. 展开更多
关键词 Adaptive cutoff frequency low-pass filter machine sensorless drive phase-locked loop speed filter static error
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Microstrip Low-Pass Elliptic Filter Design Based on Implicit Space Mapping Optimization
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作者 Saeed Tavakoli Mahdieh Zeinadini Shahram Mohanna 《International Journal of Communications, Network and System Sciences》 2010年第5期462-465,共4页
It is a time-consuming and often iterative procedure to determine design parameters based on fine, accurate but expensive, models. To decrease the number of fine model evaluations, space mapping techniques may be empl... It is a time-consuming and often iterative procedure to determine design parameters based on fine, accurate but expensive, models. To decrease the number of fine model evaluations, space mapping techniques may be employed. In this approach, it is assumed both fine model and coarse, fast but inaccurate, one are available. First, the coarse model is optimized to obtain design parameters satisfying design objectives. Next, auxiliary parameters are calibrated to match coarse and fine models’ responses. Then, the improved coarse model is re-optimized to obtain new design parameters. The design procedure is stopped when a satisfactory solution is reached. In this paper, an implicit space mapping method is used to design a microstrip low-pass elliptic filter. Simulation results show that only two fine model evaluations are sufficient to get satisfactory results. 展开更多
关键词 IMPLICIT Space Mapping OPTIMIZATION MICROSTRIP low-pass ELLIPTIC FILTER Surrogate Model
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Compact Metamaterial Microstrip Low-Pass Filter
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作者 Sudhakar Sahu Rabindra Kishore Mishra Dipak Ranjan Poddar 《Journal of Electromagnetic Analysis and Applications》 2011年第10期399-405,共7页
Complimentary hexagonal-omega structures are used to design compact, low insertion loss (IL), low pass filter with sharp cut-off. It has been designed for improvement of roll-off performance based on both μ and ε ne... Complimentary hexagonal-omega structures are used to design compact, low insertion loss (IL), low pass filter with sharp cut-off. It has been designed for improvement of roll-off performance based on both μ and ε negative property of the complimentary hex-omega structure while maintaining the filter pass-band performance. By properly designing and loading the hexagonal-omega structure in the ground of microstrip line not only improve the roll-off of the low pass filter, but also reduced the filter size. The simulated results indicate that the proposed filter achieves a flat pass band with no ripples as well as selectivity of 19.68 dB/GHz, corresponding to 5-unit cells hex-omega structures. This significantly exceeds the 5.6 dB/GHz selectivity of the conventional low pass filter design, due to sub-lambda dimensions of the hex-omega structure. A prototype filter implementing area is: 0.712λg x 0.263λg, λg being the guided wavelength at 3-dB cut-off frequency (fc). The proposed filter has a size smaller by 36.2%. 展开更多
关键词 Hex-Omega Structure MICROSTRIP low-pass Filter METAMATERIAL Sharp CUT-OFF
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Novel flexible and transparent microstrip low-pass filter design with Π-shaped DGS
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作者 Liu Zhaohan Han Yunan +1 位作者 Qiu Xianbo Li Xianli 《The Journal of China Universities of Posts and Telecommunications》 2025年第1期88-94,共7页
A new design for a transparent low-pass filter(LPF) using a flexible polyethylene terephthalate(PET) material and metallic copper was proposed in this paper. The transparent microstrip filter employs an asymmetric Π-... A new design for a transparent low-pass filter(LPF) using a flexible polyethylene terephthalate(PET) material and metallic copper was proposed in this paper. The transparent microstrip filter employs an asymmetric Π-shaped structure with dimensions of 260.000 mm×13.000 mm×0.148 mm, which owns a narrow transition band and achieves an insertion loss of less than 1.0 dB below 0.26 GHz. Furthermore, the insertion loss of the transparent microstrip filter can exceed 30 dB in the stopband from 1.02 GHz to 6.50 GHz. Square holes are added to the copper layer to improve the transparency of the LPF, and the filter performance can be adjusted by changing the square hole area and resolution. Additionally, multiple identical structures are cascaded to increase the insertion loss in the stopband while maintaining the passband. The transparent microstrip LPF has the characteristics of flexibility, high transparency, and significant insertion loss in the stopband, making it suitable for applications that require electromagnetic protection in a clear field of vision. 展开更多
关键词 transparent filter Π-shaped defected ground structure(Π-shaped DGS) low-pass filter(LPF)
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一种表面热流辨识结果的不确定度分析方法
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作者 周宇 邵元培 +1 位作者 钱炜祺 郑凤麒 《实验流体力学》 北大核心 2026年第1期127-134,共8页
利用热防护层内部温度时序数据辨识表面热流,是获取高速飞行器表面热环境的重要手段。分析及量化辨识结果的不确定度,可为试验数据有效性提供量化标准,支撑热环境“极端工况”安全评估。表面热流辨识是一种典型的不适定问题,测量噪声中... 利用热防护层内部温度时序数据辨识表面热流,是获取高速飞行器表面热环境的重要手段。分析及量化辨识结果的不确定度,可为试验数据有效性提供量化标准,支撑热环境“极端工况”安全评估。表面热流辨识是一种典型的不适定问题,测量噪声中的高频成分会破坏解的稳定性,需要通过正则化获得稳定解。虽然正则化降低了估计结果的不确定性,但给不确定度分析制造了障碍。为此,将正则化看作低通滤波器,将辨识结果转换到频域来分析辨识结果的不确定度。最后,以典型飞行器温度测量组件的表面热流辨识为例,分析了不确定度来源,并利用蒙特卡洛方法验证了不确定度分析方法的有效性。 展开更多
关键词 表面热流 辨识 不适定性 正则化 不确定度 低通滤波器
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Model predictive control and improved low-pass filtering strategies based on wind power fluctuation mitigation 被引量:21
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作者 Yushu SUN Xisheng TANG +4 位作者 Xiaozhe SUN Dongqiang JIA Zhihuang CAO Jing PAN Bin XU 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2019年第3期512-524,共13页
The rapid development of renewable energy sources such as wind power has brought great challenges to the power grid. Wind power penetration can be improved by using hybrid energy storage(ES) to mitigate wind power flu... The rapid development of renewable energy sources such as wind power has brought great challenges to the power grid. Wind power penetration can be improved by using hybrid energy storage(ES) to mitigate wind power fluctuation. We studied the strategy of smoothing wind power fluctuation and the strategy of hybrid ES power distribution. Firstly, an effective control strategy can be extracted by comparing constant-time low-pass filtering(CLF), variable-time low-pass filtering(VLF), wavelet packet decomposition(WPD), empirical mode decomposition(EMD) and model predictive control algorithms with fluctuation rate constraints of the identical grid-connected wind power. Moreover, the mean frequency of ES as the cutoff frequency can be acquired by the Hilbert Huang transform(HHT), and the time constant of filtering algorithm can be obtained. Then, an improved low-pass filtering algorithm(ILFA) is proposed to achieve the power allocation between lithium battery(LB) and supercapacitor(SC), which can overcome the over-charge and over-discharge of ES in the traditional low-pass filtering algorithm(TLFA). In addition, the optimized LB and SC power are further obtained based on the SC priority control strategy combined with the fuzzy control(FC) method. Finally, simulation results show that wind power fluctuation can be effectively suppressed by LB and SC based on the proposed control strategies, which is beneficial to the development of wind and storage system. 展开更多
关键词 Wind power FLUCTUATION MITIGATION CONTROL STRATEGIES Model predictive CONTROL ALGORITHM Hybrid energy storage(ES) IMPROVED low-pass filtering algorithm(ILFA) Fuzzy control(FC) Strategy
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The construction of generalized B-spline low-pass filters related to possibility density 被引量:2
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作者 CHEN QiuHui LI LuoQing MALONEK Helmuth 《Science China Mathematics》 SCIE 2012年第12期2481-2491,共11页
Starting from piecewise constant functions, a novel family of generalized symmetric B-splines, with realizable ideal low-pass filters, are constructed. The first order generalized B-spline low-pass filter is closely r... Starting from piecewise constant functions, a novel family of generalized symmetric B-splines, with realizable ideal low-pass filters, are constructed. The first order generalized B-spline low-pass filter is closely related to functions analytic in a neighborhood of the unit disc and the generalized sinc functions. The properties of this kind of low-pass filters are investigated. The behavior of the generalized B-spline low-pass filter related to normalized Gaussian distribution is considered. 展开更多
关键词 low-pass filter generalized B-spline analytic function Gaussian distribution
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Design of High-Efficiency broadband power amplifier using low-pass bias network 被引量:1
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作者 Yu Qijin Yu Cuiping +1 位作者 Tang Bihua Liu Yuan'an 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2016年第1期91-96,共6页
A novel design of high-efficiency broadband power amplifier (BPA) with the low-pass bias networkto enhance the efficiency and output power is presented in this paper. Compared with other bias networks, the proposed ... A novel design of high-efficiency broadband power amplifier (BPA) with the low-pass bias networkto enhance the efficiency and output power is presented in this paper. Compared with other bias networks, the proposed low-pass bias network shows a smaller baseband impedance, which can reduce the electrical memory effect. While it provides a larger radio frequency (RF) impedance, which can prevent the leakage of the output power from bias network. A BPA with the proposed bias network is designed using commercial GaN device Cree40025F. The designed BPA shows a fractional bandwidth of 40%, from 1.8 GHz to 2.7 GHz. The measured results exhibit 73.9 % drain efficiency (DE) value with output power of 43.5 dBm at 2.7 GHz, which appears an enhancement of 9.5% and 2.5 dBm comparing with that adopts LC bias network. 展开更多
关键词 broadband power amplifier low-pass bias network high-efficiency BROADBAND
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Design of low-pass filter with 3-interations Koch fractal Pi-shaped DGS 被引量:1
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作者 Han Yunan Yuan Siyu +1 位作者 Sun Xiaoyu Mei Chaofan 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2018年第3期92-96,共5页
A novel asymmetrical Pi-shaped defected ground structure (DGS) with 3-interations Koch fractal curves is proposed to design a microstrip low-pass filter (LPF) with uhra-wide stop-band (SB). The proposed LPFs wit... A novel asymmetrical Pi-shaped defected ground structure (DGS) with 3-interations Koch fractal curves is proposed to design a microstrip low-pass filter (LPF) with uhra-wide stop-band (SB). The proposed LPFs with a single resonator and two cascaded resonators are both designed, simulated, manufactured and measured. Simulation and experiment results demonstrate that the designed LPF has a very sharp transition band (TB) and an ultra-wide SB performance compared with the existed similar symmetrical and asymmetrical DGS. The proposed LPF with two cascaded resonators is with a compact size of 36. 8 mm x 24.0 mm, a very low insertion loss of less than 0.7 dB under 1.9 GHz, and a wide SB from 2.2 GHz to 8 GHz with rejection of larger than 30 dB. 展开更多
关键词 low-pass filter defected ground structure Koch fractal curve broad stop-band
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A new relative radiometric consistency processing method for change detection based on wavelet transform and a low-pass filter 被引量:1
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作者 SUN KaiMin SUI HaiGang +1 位作者 LI DeRen XU Chuan 《Science China(Technological Sciences)》 SCIE EI CAS 2010年第S1期7-14,共8页
The research purpose of this paper is to show the limitations of the existing radiometric normalization approaches and their disadvantages in change detection of artificial objects by comparing the existing approaches... The research purpose of this paper is to show the limitations of the existing radiometric normalization approaches and their disadvantages in change detection of artificial objects by comparing the existing approaches,on the basis of which a preprocessing approach to radiometric consistency,based on wavelet transform and a spatial low-pass filter,has been devised.This approach first separates the high frequency information and low frequency information by wavelet transform.Then,the processing of relative radiometric consistency based on a low-pass filter is conducted on the low frequency parts.After processing,an inverse wavelet transform is conducted to obtain the results image.The experimental results show that this approach can substantially reduce the influence on change detection of linear or nonlinear radiometric differences in multi-temporal images. 展开更多
关键词 wavelet transform radiometric normalization low-pass filter change detection
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一种改进数字锁相放大器设计方法
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作者 白千帆 李开宇 +1 位作者 周立夫 廖紫悦 《机械制造与自动化》 2026年第1期167-171,共5页
在强噪声背景下,检测微弱信号的数字锁相放大器中的数字低通滤波器,当截止频率极低时,存在符合设计目标的滤波器参数会导致系统计算量过大、实时性差的问题。为了解决此问题,引入多速率信号处理方法与当前滤波器设计方法结合,提出一种... 在强噪声背景下,检测微弱信号的数字锁相放大器中的数字低通滤波器,当截止频率极低时,存在符合设计目标的滤波器参数会导致系统计算量过大、实时性差的问题。为了解决此问题,引入多速率信号处理方法与当前滤波器设计方法结合,提出一种基于自适应降采样低通滤波器的数字锁相放大器设计方法。实验结果表明:此方法可以有效检测出强噪声背景下特征频率信号的幅值,计算量小,优于现有的数字锁相放大器设计方法。 展开更多
关键词 微弱信号检测 数字锁相放大器 低通滤波器 自适应滤波器
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Design and implementation of a low-pass filter for microsensor signal processing
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作者 王竹萍 仲顺安 +1 位作者 丁英涛 王晓清 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2010年第12期101-104,共4页
A novel low-pass filter that consists of a switched capacitor filter (SCF) and its antialiasing prefilter and smoothing postfilter is proposed for a microsensor signal processing system, which is used in separation ... A novel low-pass filter that consists of a switched capacitor filter (SCF) and its antialiasing prefilter and smoothing postfilter is proposed for a microsensor signal processing system, which is used in separation point detection on the surface of micro air vehicles. In the system, the filter is not only applied to finish the function of filtering but also used as the front end antialiasing filter of the over sampling analog-to-digital converter. This proposed implementation mostly relies on the design of a high-precision SCF employing a correlated double sampling technique and optimisation switches. Simultaneously, the multiple-loop feedback low pass filter with good high frequency attenuation characteristics is applied as the pre- and postfilter. The design is implemented in the Central Semiconductor Manufacturing Corporation (CSMC) 0.5 μm double-poly three-metal (2P3M) 3 chip die area occupies only 0.39 mm2 and dissipatesl.53 mW. 3 V CMOS technology, with satisfactory results, The 展开更多
关键词 FILTER low-pass LOW-POWER microsensor signal processing system
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基于随机森林的旋转机械故障诊断方法研究
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作者 赵鹏翔 杨佳霖 +1 位作者 丛琳 李娜 《机械设计与制造工程》 2026年第1期98-102,共5页
针对现有旋转机械在线故障诊断模型存在数据训练误差大、分类效率低、精度差等问题,提出一种经过二次改进的随机森林模型以改善其诊断效果。在构建模型时先基于Boosting learning算法和泰勒公式展开,保留每次迭代过程中的优化函数,以提... 针对现有旋转机械在线故障诊断模型存在数据训练误差大、分类效率低、精度差等问题,提出一种经过二次改进的随机森林模型以改善其诊断效果。在构建模型时先基于Boosting learning算法和泰勒公式展开,保留每次迭代过程中的优化函数,以提高模型的训练性能;利用傅里叶核函数构造低通滤波器,提取弱故障信号的特征;基于遗传算法(GA)对随机森林模型进行二次优化,通过个体决策树变异和交叉,选择最佳子决策树并精简随机森林模型,既提高了个体投票精度,又改善了模型的训练能力与测试效率。实验结果表明,所提出的改进随机森林模型对故障数据的训练误差控制良好,在故障分类效率和分类精度等方面具有较为明显的优势。 展开更多
关键词 随机森林 低通滤波器 提升学习 遗传算法
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计及多重反馈低通滤波器的传感器电气系统设计
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作者 于孟冬 王晨玉 +2 位作者 高宏涛 陈实 王堃铣 《电子设计工程》 2026年第5期96-101,共6页
针对复杂电磁环境与传感器非线性特性耦合导致的输出信号高频噪声混叠失真、低频信号保真度不足问题,设计了一种计及多重反馈低通滤波器的传感器电气系统。在硬件设计方面,采用折叠式共源共栅拓扑改装运算放大器,加设多重反馈低通滤波器... 针对复杂电磁环境与传感器非线性特性耦合导致的输出信号高频噪声混叠失真、低频信号保真度不足问题,设计了一种计及多重反馈低通滤波器的传感器电气系统。在硬件设计方面,采用折叠式共源共栅拓扑改装运算放大器,加设多重反馈低通滤波器,调整传感信号调理电路,并联STM32F4处理元件与四通道数字隔离器、驱动、主控、电源电路。在软件设计方面,通过模拟-数字信号采样、调制处理、滤波器降噪,实现对高频噪声的抑制和信号的校准。以PT100温度传感器为对象,对比传统AD9959/STM32F4、IEEE 145.1系统及消融实验显示,优化系统传感误差较传统系统平均降低38%,信噪比提升32%,移除滤波器后信噪比波动值为1.2~1.5 dB。由此可以得出结论,多重反馈低通滤波器可有效抑制高频噪声,满足工业场景高精度、抗干扰传感需求。 展开更多
关键词 反馈滤波器 低通滤波器 传感器 电气系统 多重反馈
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高效跟踪头的注意力跟踪算法 被引量:1
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作者 杨晓强 胡淏 《计算机工程与应用》 北大核心 2025年第17期282-291,共10页
为提升跟踪任务中网络跟踪精度及运行速度,提出了一种改进的注意力机制跟踪算法(MFATrack)。针对复杂背景对网络跟踪目标产生的干扰,使用深度可分离卷积、ECA与低通滤波器相结合的动态跟踪模块(MFAM)提升网络目标判别性特征的发掘能力... 为提升跟踪任务中网络跟踪精度及运行速度,提出了一种改进的注意力机制跟踪算法(MFATrack)。针对复杂背景对网络跟踪目标产生的干扰,使用深度可分离卷积、ECA与低通滤波器相结合的动态跟踪模块(MFAM)提升网络目标判别性特征的发掘能力。设计了基于MFAM跟踪头网络,减少深层网络信息损耗并提升其稳定性,提升网络的运行速度。损失函数中,将分类与回归损失相融合,分类损失融合了感知化交并比,回归中采用广义交并比损失,使得网络在训练中更加关注于被跟踪目标。实验结果表明,相比基础算法,在GOT-10k数据集上准确率提升了4.1个百分点,数据集OTB中心误差值提升了1.9个百分点,在UAV123的跟踪成功率上提升了3.6个百分点。 展开更多
关键词 目标跟踪 感知化交并比 注意力机制 低通滤波器
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基于改进电流平均值法的PMSM谐波电流抑制策略 被引量:1
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作者 谷鑫 马兰港 +1 位作者 李奕旸 金雪峰 《天津工业大学学报》 北大核心 2025年第2期63-71,共9页
针对传统永磁同步电机谐波电流抑制算法中基于低通滤波器和电流平均值法的谐波电流提取方法无法兼顾电流提取精度和动态响应速度的问题,提出了一种基于改进电流平均值法的谐波电流提取方法。将谐波电流信号进行多旋转坐标系变换后,先后... 针对传统永磁同步电机谐波电流抑制算法中基于低通滤波器和电流平均值法的谐波电流提取方法无法兼顾电流提取精度和动态响应速度的问题,提出了一种基于改进电流平均值法的谐波电流提取方法。将谐波电流信号进行多旋转坐标系变换后,先后经过低通滤波器和电流平均值算法模块进行滤波,从而在保证谐波电流提取精度的同时,加快提取的动态响应速度。将所提出的电流提取方法与电流PI控制策略相结合,通过仿真分析对所提方法的有效性进行了验证。结果表明:电机在500、1500和3000 r/min 3种典型转速下,采用所提方法前后,定子电流总谐波畸变率分别从11.54%、8.14%和8.25%降到了6.84%、4.45%和5.66%,实现了对永磁同步电机5、7次谐波电流的有效抑制。 展开更多
关键词 永磁同步电机 谐波电流提取 谐波电流抑制 低通滤波器 电流平均值法
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