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A VSFPWM Strategy for High Frequency Torque Ripple Control of PMSM based on Stator Flux Ripple Prediction
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作者 Jinyang Han Hepeng Su +1 位作者 Weichao Li Hao Yuan 《CES Transactions on Electrical Machines and Systems》 EI CSCD 2024年第4期414-425,共12页
Vector-controlled AC motor drives utilize pulse width modulation(PWM)to synthesize the desired output voltage of the voltage source inverter(VSI).In space vector PWM(SVPWM)techniques,the average realization of the spa... Vector-controlled AC motor drives utilize pulse width modulation(PWM)to synthesize the desired output voltage of the voltage source inverter(VSI).In space vector PWM(SVPWM)techniques,the average realization of the space vector applying the volt-sec balance principle results in an instantaneous error voltage that generates high frequency torque ripple.It may lead to an increase in motor vibration and acoustic noise.This article presents a high frequency torque ripple prediction model based on stator flux ripple and proposes a targeted designed variable switching frequency PWM(VSFPWM)strategy to diminish high frequency torque ripple.The switching frequency is dynamically adjusted according to the peak value of the predicted stator flux ripple to mitigate high frequency torque ripple.In contrast to existing strategies,the strategy outlined in this article directly suppresses high frequency torque ripple,thus remaining unaffected by inaccurate motor parameters.Additionally,due to the introduction of the power factor angle,the proposed strategy can better adapt to the full speed range operating conditions of the motor.Detailed simulations and experiments are provided to validate the effectiveness of the proposed strategy. 展开更多
关键词 Variable switching frequency Stator flux ripple prediction Torque ripple prediction Space vector PWM
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Numerical study of alpha particle loss with toroidal field ripple based on CFETR steady-state scenario
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作者 李钮琦 徐颖峰 +1 位作者 钟方川 张德兵 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第1期503-510,共8页
Effects of plasma equilibrium parameters on the alpha particle loss with the toroidal field ripple based on the CFETR steady-state scenario have been numerically investigated by the orbit-following code GYCAVA. It is ... Effects of plasma equilibrium parameters on the alpha particle loss with the toroidal field ripple based on the CFETR steady-state scenario have been numerically investigated by the orbit-following code GYCAVA. It is found that alpha particle losses decrease and loss regions become narrower with the plasma current increasing or with the magnetic field decreasing. It is because the ripple stochastic transport and the ripple well loss of alpha particle are reduced with the safety factor decreasing. Decrease of the plasma density and temperature can reduce alpha particle losses due to enhancement of the slowing-down effect. The direction of the toroidal magnetic field can significantly affect heat loads induced by lost alpha particle. The vertical asymmetry of heat loads induced by the clockwise and counter-clockwise toroidal magnetic fields are due to the fact that the ripple distribution is asymmetric about the mid-plane, which can be explained by the typical orbits of alpha particle. The maximal heat load of alpha particle for the clockwise toroidal magnetic field is much smaller than that for the counter-clockwise one. 展开更多
关键词 alpha particle loss ripple orbit-following TOKAMAK
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A multi-scale second-order autoregressive recursive filter approach for the sea ice concentration analysis
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作者 Lu Yang Xuefeng Zhang 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2024年第3期115-126,共12页
To effectively extract multi-scale information from observation data and improve computational efficiency,a multi-scale second-order autoregressive recursive filter(MSRF)method is designed.The second-order autoregress... To effectively extract multi-scale information from observation data and improve computational efficiency,a multi-scale second-order autoregressive recursive filter(MSRF)method is designed.The second-order autoregressive filter used in this study has been attempted to replace the traditional first-order recursive filter used in spatial multi-scale recursive filter(SMRF)method.The experimental results indicate that the MSRF scheme successfully extracts various scale information resolved by observations.Moreover,compared with the SMRF scheme,the MSRF scheme improves computational accuracy and efficiency to some extent.The MSRF scheme can not only propagate to a longer distance without the attenuation of innovation,but also reduce the mean absolute deviation between the reconstructed sea ice concentration results and observations reduced by about 3.2%compared to the SMRF scheme.On the other hand,compared with traditional first-order recursive filters using in the SMRF scheme that multiple filters are executed,the MSRF scheme only needs to perform two filter processes in one iteration,greatly improving filtering efficiency.In the two-dimensional experiment of sea ice concentration,the calculation time of the MSRF scheme is only 1/7 of that of SMRF scheme.This means that the MSRF scheme can achieve better performance with less computational cost,which is of great significance for further application in real-time ocean or sea ice data assimilation systems in the future. 展开更多
关键词 second-order auto-regressive filter multi-scale recursive filter sea ice concentration three-dimensional variational data assimilation
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Coordinated Control of Second-order Harmonic Voltage and Current Fluctuations in Cascaded H-bridge Inverter with Supercapacitor and DC-DC Stage at Variable Output Frequencies
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作者 Ye Zhang Zixin Li +3 位作者 Fanqiang Gao Jinhao Zhang Cong Zhao Yaohua Li 《CES Transactions on Electrical Machines and Systems》 EI CSCD 2024年第4期481-492,共12页
In the cascaded H-bridge inverter(CHBI)with supercapacitor and dc-dc stage,inherent second-order harmonic power flows through each submodule(SM),causing fluctuations in both the dc-link voltage and the dc-dc current.T... In the cascaded H-bridge inverter(CHBI)with supercapacitor and dc-dc stage,inherent second-order harmonic power flows through each submodule(SM),causing fluctuations in both the dc-link voltage and the dc-dc current.There exist limitations in handling these fluctuations at variable output frequencies when employing proportional-integral(PI)control to the dc-dc stage.This paper aims to coordinately control these second-order harmonic voltage and current fluctuations in the CHBI.The presented method configures a specific second-order harmonic voltage reference,equipped with a maximum voltage fluctuation constraint and a suitable phase,for the dc-dc stage.A PI-resonant controller is used to track the configured reference.This allows for regulating the second-order harmonic fluctuation in the average dc-link voltage among the SMs within a certain value.Importantly,the second-order harmonic fluctuation in the dc-dc current can also be reduced.Simulation and experimental results demonstrate the effectiveness of the presented method. 展开更多
关键词 Cascaded H-bridge inverter(CHBI) DC-DC current reduction second-order harmonic fluctuation Variable frequencies Proportional-integral-resonant
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The Convergence Rate of Fréchet Distribution under the Second-Order Regular Variation Condition
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作者 Xilai Dai 《Journal of Applied Mathematics and Physics》 2024年第5期1597-1605,共9页
In this article we consider the asymptotic behavior of extreme distribution with the extreme value index γ>0 . The rates of uniform convergence for Fréchet distribution are constructed under the second-order ... In this article we consider the asymptotic behavior of extreme distribution with the extreme value index γ>0 . The rates of uniform convergence for Fréchet distribution are constructed under the second-order regular variation condition. 展开更多
关键词 Convergence Rate second-order Regular Variation Condition Fréchet Distribution Extreme Value Index
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卡尔曼滤波器在海马场电位ripple节律分析中的应用 被引量:1
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作者 张栌 林龙年 《华东师范大学学报(自然科学版)》 CAS CSCD 北大核心 2011年第6期81-88,共8页
利用自适应自回归(adaptive autoregressive,AAR)模型和卡尔曼滤波器算法,分析小鼠海马CA1区场电位ripple高频振荡的时频特性.研究发现,与传统的基于短时傅立叶变换的实时频谱分析方法相比,利用AAR模型以及卡尔曼滤波器算法的参数化方... 利用自适应自回归(adaptive autoregressive,AAR)模型和卡尔曼滤波器算法,分析小鼠海马CA1区场电位ripple高频振荡的时频特性.研究发现,与传统的基于短时傅立叶变换的实时频谱分析方法相比,利用AAR模型以及卡尔曼滤波器算法的参数化方法在对ripple高频振荡信号进行实时频谱分析时,具有更高的时域和频域分辨率.因此,基于卡尔曼滤波器得到的ripple能量变化,可更为准确、实时地反映ripple高频振荡的发生与变化过程. 展开更多
关键词 卡尔曼滤波器 海马CA1区 ripple 实时频谱分析
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Ripple与SWIFT比较分析研究 被引量:3
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作者 单科举 《金融理论与实践》 北大核心 2016年第10期105-107,共3页
近年来,随着互联网技术的发展,Ripple1作为一种去中心化的支付清算系统,凭借其诸多优势逐步在国内外支付市场推广应用,并对以SWIFT为代表的国际主流支付系统产生影响。目前,我国的金融机构主要通过SWIFT实施跨境支付清算,但Ripple已开... 近年来,随着互联网技术的发展,Ripple1作为一种去中心化的支付清算系统,凭借其诸多优势逐步在国内外支付市场推广应用,并对以SWIFT为代表的国际主流支付系统产生影响。目前,我国的金融机构主要通过SWIFT实施跨境支付清算,但Ripple已开始在中国拓展业务。建议加强对Ripple的运行机制、商业模式等问题的研究,规范其在国内的应用。 展开更多
关键词 ripple SWIFT 支付清算体系
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互联网金融中的RIPPLE:原理、模式与挑战 被引量:10
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作者 王朝阳 郑步高 《上海金融》 CSSCI 北大核心 2015年第3期46-52,共7页
RIPPLE是互联网金融在国际支付领域的一种新模式,是一种为在全球范围内进行转账和支付而设计的关于金融交易的互联网协议。RIPPLE表现出明显的去中心化、平台化特征,在国际支付中具有实时性、近乎零成本、覆盖范围更广等优势,因此可能... RIPPLE是互联网金融在国际支付领域的一种新模式,是一种为在全球范围内进行转账和支付而设计的关于金融交易的互联网协议。RIPPLE表现出明显的去中心化、平台化特征,在国际支付中具有实时性、近乎零成本、覆盖范围更广等优势,因此可能对现在主流的SWIFT体系构成冲击。当然,RIPPLE协议要在未来成为主流的国际支付和清算方式,还面临着诸多困难,其中存在的安全风险也不容忽视,与之相适应的监管措施需要及早建立。 展开更多
关键词 互联网金融 支付体系 ripple协议 SWIFT 虚拟货币 瑞波币(XRP)
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从Ripple看区块链技术对跨境支付模式的变革与创新 被引量:12
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作者 张爱军 《海南金融》 2017年第6期28-35,共8页
以Ripple为代表的区块链跨境支付能降低现有支付清算模式下高昂的时间成本和资金成本,对我国金融机构的跨境支付带来了巨大的机遇和挑战。本文在比较分析我国现有的跨境支付的主要模式和Ripple基于区块链技术的跨境支付模式基础上,指出... 以Ripple为代表的区块链跨境支付能降低现有支付清算模式下高昂的时间成本和资金成本,对我国金融机构的跨境支付带来了巨大的机遇和挑战。本文在比较分析我国现有的跨境支付的主要模式和Ripple基于区块链技术的跨境支付模式基础上,指出了区块链跨境支付的优势和创新效应,并对我国的区块链跨境支付的变革与创新提出了相应的建议。 展开更多
关键词 ripple 区块链 跨境支付 创新
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Second-Order Raman Scattering from n- and p-Type 4H-SiC
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作者 高欣 孙国胜 +4 位作者 李晋闽 王雷 赵万顺 张永新 曾一平 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2004年第12期1555-1560,共6页
The results of second-order Raman-scattering experiments on n- and p-type 4H-SiC are presented,covering the acoustic and the optical overtone spectral regions.Some of the observed structures in the spectra are assigne... The results of second-order Raman-scattering experiments on n- and p-type 4H-SiC are presented,covering the acoustic and the optical overtone spectral regions.Some of the observed structures in the spectra are assigned to particular phonon branches and the points in the Brillouin zone from which the scattering originates.There exists a doublet at 626/636cm -1 with energy difference about 10cm -1 in both n- and p-type 4H-SiC,which is similar to the doublet structure with the same energy difference founded in hexagonal GaN,ZnO, and AlN.The cutoff frequency at 1926cm -1 of the second-order Raman is not the overtone of the A 1(LO) peak of the n-type doping 4H-SiC,but that of the undoping one.The second-order Raman spectrum of 4H-SiC can hardly be affected by doping species or doping density. 展开更多
关键词 H-SiC second-order Raman cutoff frequency
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Ripple区块链技术在国际贸易支付中的应用分析 被引量:1
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作者 刘颖君 《中国市场》 2023年第14期16-19,共4页
Ripple区块链技术在现代社会的发展进程中,有着非常强大的去中心化系统,而这项系统的合理运用也极大程度上改善了我国现阶段面临的比较严重的国际结算信任以及工作效率问题。文章通过对Ripple区块链技术的详细阐述,更进一步增强了对国... Ripple区块链技术在现代社会的发展进程中,有着非常强大的去中心化系统,而这项系统的合理运用也极大程度上改善了我国现阶段面临的比较严重的国际结算信任以及工作效率问题。文章通过对Ripple区块链技术的详细阐述,更进一步增强了对国际贸易支付的有效管理与应用。基于此,文章从我国跨境支付的市场模式、区块链的金融交易运作原理、Ripple区块链在国际贸易中面临的挑战、Ripple区块链在国际贸易支付中的应用分析等层面开展更为详细的研究与分析。 展开更多
关键词 ripple区块链 国际贸易 金融支付
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基于Ripple的区块链技术在支付领域的应用 被引量:6
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作者 刘晓明 《金融科技时代》 2016年第9期38-40,共3页
区块链技术是通过去中心化和去信任的方式,由集体共同维护一个可靠数据库的技术,众多知名机构均认为区块链技术有望革新现有的支付体系。本文介绍了区块链技术及其特征,并结合Ripple网络技术,探讨了区块链技术在支付领域的应用及其发展... 区块链技术是通过去中心化和去信任的方式,由集体共同维护一个可靠数据库的技术,众多知名机构均认为区块链技术有望革新现有的支付体系。本文介绍了区块链技术及其特征,并结合Ripple网络技术,探讨了区块链技术在支付领域的应用及其发展所遇到的问题。 展开更多
关键词 ripple 区块链 去中心化 去信任 支付体系
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Anti-periodic solutions to a class of second-order evolution equations
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作者 张莉娜 薛星美 《Journal of Southeast University(English Edition)》 EI CAS 2003年第4期432-436,共5页
In this paper we discuss the anti-periodic problem for a class of abstractnonlinear second-order evolution equations associated with maximal monotone operators in Hilbertspaces and give some new assumptions on operato... In this paper we discuss the anti-periodic problem for a class of abstractnonlinear second-order evolution equations associated with maximal monotone operators in Hilbertspaces and give some new assumptions on operators. We establish the existence and uniqueness ofanti-periodic solutions, which improve andgeneralize the results that have been obtained. Finally weillustrate the abstract theory by discussing a simple example of an anti-periodic problem fornonlinear partial differential equations. 展开更多
关键词 maximal monotone operator anti-periodic solution poincare inequality second-order evolution equations
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Ripple机制构架、运作模式及监管思考
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作者 张伟 陈桂花 《金融会计》 2017年第6期49-52,共4页
Ripple网络是世界上第一个"去中心化"的开放式支付清算网络,实现了资金点对点之间的转移,颠覆了传统中心交易对手的支付清算模式。本文对Ripple的内在机制构架、市场运作模式、潜在的风险点进行了研究,并在此基础之上,提出了... Ripple网络是世界上第一个"去中心化"的开放式支付清算网络,实现了资金点对点之间的转移,颠覆了传统中心交易对手的支付清算模式。本文对Ripple的内在机制构架、市场运作模式、潜在的风险点进行了研究,并在此基础之上,提出了相关政策监管建议。 展开更多
关键词 ripple 支付清算模式 电子货币 虚拟货币
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基于Ripple共识机制的分布式作战资源分配方法研究 被引量:6
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作者 于鸿源 叶雄兵 +1 位作者 张立韬 刘冰雁 《信息工程大学学报》 2019年第6期750-757,共8页
为确保分布式联合作战指挥条件下,战场空间、电磁频谱等作战资源在各作战行动间分配的一致性,避免产生作战资源运用上的冲突矛盾,基于区块链技术架构中的Ripple共识机制提出分布式作战资源分配方法。提出区分末端节点、协商节点和审核... 为确保分布式联合作战指挥条件下,战场空间、电磁频谱等作战资源在各作战行动间分配的一致性,避免产生作战资源运用上的冲突矛盾,基于区块链技术架构中的Ripple共识机制提出分布式作战资源分配方法。提出区分末端节点、协商节点和审核节点等3类功能节点的作战资源分配作业架构,设计“汇总作战资源使用申请、表决作战资源分配提案、调节作战资源使用冲突、确认作战资源分配结果”等4步作战资源分配流程。案例分析表明,在任意一对协商节点的UNL重复率大于或等于41%,且确认阈值不低于各节点UNL节点数量0.8倍时,能够确保各指挥节点协商得到一致性的作战资源分配结果。 展开更多
关键词 作战资源分配 ripple共识 分布式协同 区块链
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Pre-Compression Volume on Flow Ripple Reduction of a Piston Pump 被引量:18
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作者 XU Bing SONG Yuechao YANG Huayong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第6期1259-1266,共8页
Axial piston pump with pre-compression volume(PCV) has lower flow ripple in large scale of operating condition than the traditional one. However, there is lack of precise simulation model of the axial piston pump wi... Axial piston pump with pre-compression volume(PCV) has lower flow ripple in large scale of operating condition than the traditional one. However, there is lack of precise simulation model of the axial piston pump with PCV, so the parameters of PCV are difticult to be determined. A finite element simulation model for piston pump with PCV is built by considering the piston movement, the fluid characteristic(including fluid compressibility and viscosity) and the leakage flow rate. Then a test of the pump flow ripple called the secondary source method is implemented to validate the simulation model. Thirdly, by comparing results among the simulation results, test results and results from other publications at the same operating condition, the simulation model is validated and used in optimizing the axial piston pump with PCV. According to the pump flow ripples obtained by the simulation model with different PCV parameters, the flow ripple is the smallest when the PCV angle is 13~, the PCV volume is 1.3 ~ I0-4 m3 at such operating condition that the pump suction pressure is 2 MPa, the pump delivery pressure 15 MPa, the pump speed 1 000 r/min, the swash plate angle 13~. At the same time, the flow ripple can be reduced when the pump suction pressure is 2 MPa, the pump delivery pressure is 5 MPa,15 MPa, 22 MPa, pump speed is 400 r/min, 1 000 r/rain, 1 500 r/rain, the swash plate angle is ll~, 13~, 15~ and 17~, respectively. The finite element simulation model proposed provides a method for optimizing the PCV structure and guiding for designing a quieter axial piston pump. 展开更多
关键词 pre-compression volume flow ripple operating condition axial piston pump
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Flow Ripple of Axial Piston Pump with Computational Fluid Dynamic Simulation Using Compressible Hydraulic Oil 被引量:21
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作者 MA Ji'en XU Bing ZHANG Bin YANG Huayong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2010年第1期45-52,共8页
The flow ripple, which is the source of noise in an axial piston pump, is widely studied today with the computational fluid dynamic(CFD) technology development. In the traditional CFD modeling, the fluid compressibi... The flow ripple, which is the source of noise in an axial piston pump, is widely studied today with the computational fluid dynamic(CFD) technology development. In the traditional CFD modeling, the fluid compressibility, which strongly influences the accuracy of the flow ripple simulation results, is often neglected. So a compressible sub-model was added with user defined function(UDF) in the CFD model to predict the flow ripple. At the same time, a test rig of flow ripple was built to study the validity of simulation. The flow ripple of pump was tested with different working parameters, including the rotation speed and the working pressure. The comparisons with experimental results show that the validity of the CFD model with compressible hydraulic oil is acceptable in analyzing the flow tipple characteristics. In this paper, the improved CFD model increases the accuracy of flow ripple rate to about one-magnitude order. Therefore, the compressible model of hydraulic oil is necessary in the flow ripple investigation of CFD simulation. The compressibility of hydraulic oil has significant effect on flow ripple, and the compression ripple takes about 88% of the total flow ripple of pump. Leakage ripple has the lowest proportion of about 4%, and geometrical ripple leakage ripple takes the remnant 8%. Besides, the influence of working parameters was investigated through the CFD simulations and experimental measurements. Comparison results show that the amplitude of flow ripple grows with the increasing of rotation speed and working pressure, and the flow ripple rate is independent of the rotation speed. However, flow ripple rate of piston pump grows with the increasing of working pressure, because the leakage ripple will increase with the pressure growing. The investigation on flow ripple of an axial piston pump using compressible hydraulic oil provides a more validity simulation model for the CFD analyzing and is beneficial to further understanding of the flow ripple characteristics in an axial piston pump. 展开更多
关键词 axial piston pump flow ripple computational fluid dynamics
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Anti-interference beam pattern design based on second-order cone programming optimization 被引量:1
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作者 戴文舒 鲍凯凯 +1 位作者 王萍 王黎明 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第3期255-260,共6页
When signal-to-interference ratio is low, the energy of strong interference leaked from the side lobe of beam pattern will infect the detection of weak target. Therefore, the beam pattern needs to be op... When signal-to-interference ratio is low, the energy of strong interference leaked from the side lobe of beam pattern will infect the detection of weak target. Therefore, the beam pattern needs to be optimized. The existing Dolph-Chebyshev weighting method can get the lowest side lobe level under given main lobe width, but for the other non-uniform circular array and nonlinear array, the low side lobe pattern needs to be designed specially. The second order cone programming optimization (SOCP) algorithm proposed in the paper transforms the optimization of the beam pattern into a standard convex optimization problem. Thus there is a paradigm to follow for any array formation, which not only achieves the purpose of Dolph-Chebyshev weighting, but also solves the problem of the increased side lobe when the signal is at end fire direction The simulation proves that the SOCP algorithm can detect the weak target better than the conventional beam forming. 展开更多
关键词 anti-interference beam pattern second-order cone programming optimization (SOCP) weak signal detection
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Impact of Typical Steady-state Conditions and Transient Conditions on Flow Ripple and Its Test Accuracy for Axial Piston Pump 被引量:15
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作者 XU Bing HU Min ZHANG Junhui 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第5期1012-1022,共11页
The current research about the flow ripple of axial piston pump mainly focuses on the effect of the structure of parts on the flow ripple. Therein, the structure of parts are usually designed and optimized at rated wo... The current research about the flow ripple of axial piston pump mainly focuses on the effect of the structure of parts on the flow ripple. Therein, the structure of parts are usually designed and optimized at rated working conditions. However, the pump usually has to work in large-scale and time-variant working conditions. Therefore, the flow ripple characteristics of pump and analysis for its test accuracy with respect to variant steady-state conditions and transient conditions in a wide range of operating parameters are focused in this paper. First, a simulation model has been constructed, which takes the kinematics of oil film within friction pairs into account for higher accuracy. Afterwards, a test bed which adopts Secondary Source Method is built to verify the model. The simulation and tests results show that the angular position of the piston, corresponding to the position where the peak flow ripple is produced, varies with the different pressure. The pulsating amplitude and pulsation rate of flow ripple increase with the rise of pressure and the variation rate of pressure. For the pump working at a constant speed, the flow pulsation rate decreases dramatically with the increasing speed when the speed is less than 27.78% of the maximum speed, subsequently presents a small decrease tendency with the speed further increasing. With the rise of the variation rate of speed, the pulsating amplitude and pulsation rate of flow ripple increase. As the swash plate angle augments, the pulsating amplitude of flow ripple increases, nevertheless the flow pulsation rate decreases. In contrast with the effect of the variation of pressure, the test accuracy of flow ripple is more sensitive to the variation of speed. It makes the test accuracy above 96.20% available for the pulsating amplitude of pressure deviating within a range of ~6% from the mean pressure. However, with a variation of speed deviating within a range of ±2% from the mean speed, the attainable test accuracy of flow ripple is above 93.07%. The model constructed in this research proposes a method to determine the flow ripple characteristics of pump and its attainable test accuracy under the large-scale and time-variant working conditions. Meanwhile, a discussion about the variation of flow ripple and its obtainable test accuracy with the conditions of the pump working in wide operating ranges is given as well. 展开更多
关键词 axial piston pump flow ripple test accuracy steady-state condition transient condition wide operating ranges
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Influence of PWM Modes on Commutation Torque Ripples in Sensorless Brushless DC Motor Control System 被引量:7
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作者 ZHANG Xiang jun, CHEN Bo shi School of Electromechanical Engineering and Automation, Shanghai University, Shanghai 200072, China 《Journal of Shanghai University(English Edition)》 CAS 2001年第3期217-223,共7页
This paper introduces four PWM modes used in the sensorless brushless DC motor control system, analyzes their different influences on the commutation torque ripple in detail, and selects the best PWM mode in four give... This paper introduces four PWM modes used in the sensorless brushless DC motor control system, analyzes their different influences on the commutation torque ripple in detail, and selects the best PWM mode in four given types to reduce commutation torque ripple of Brushless OC(BLDC) motors. Simulation and experimental results show that the selection is correct and practical. 展开更多
关键词 sensorless BLDC motors PWM modes commutation torque ripple
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