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Separation method for multi-source blended seismic data
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作者 王汉闯 陈生昌 +1 位作者 张博 佘德平 《Applied Geophysics》 SCIE CSCD 2013年第3期251-264,357,共15页
Multi-source seismic technology is an efficient seismic acquisition method that requires a group of blended seismic data to be separated into single-source seismic data for subsequent processing. The separation of ble... Multi-source seismic technology is an efficient seismic acquisition method that requires a group of blended seismic data to be separated into single-source seismic data for subsequent processing. The separation of blended seismic data is a linear inverse problem. According to the relationship between the shooting number and the simultaneous source number of the acquisition system, this separation of blended seismic data is divided into an easily determined or overdetermined linear inverse problem and an underdetermined linear inverse problem that is difficult to solve. For the latter, this paper presents an optimization method that imposes the sparsity constraint on wavefields to construct the object function of inversion, and the problem is solved by using the iterative thresholding method. For the most extremely underdetermined separation problem with single-shooting and multiple sources, this paper presents a method of pseudo-deblending with random noise filtering. In this method, approximate common shot gathers are received through the pseudo-deblending process, and the random noises that appear when the approximate common shot gathers are sorted into common receiver gathers are eliminated through filtering methods. The separation methods proposed in this paper are applied to three types of numerical simulation data, including pure data without noise, data with random noise, and data with linear regular noise to obtain satisfactory results. The noise suppression effects of these methods are sufficient, particularly with single-shooting blended seismic data, which verifies the effectiveness of the proposed methods. 展开更多
关键词 multi-source data separation linear inverse problem sparsest constraint pseudo-deblending filtering
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A model of flow separation controlled by dielectric barrier discharge 被引量:5
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作者 Mohammadreza BARZEGARAN Amirreza KOSARI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第5期1660-1669,共10页
Flow separation, as an aerodynamic phenomenon, occurs in specific conditions. The conditions are studied in a wind tunnel on different airfoils. The phenomenon can be delayed or suppressed by exerting an external mome... Flow separation, as an aerodynamic phenomenon, occurs in specific conditions. The conditions are studied in a wind tunnel on different airfoils. The phenomenon can be delayed or suppressed by exerting an external momentum to the flow. Dielectric barrier discharge actuators arranged in a row of 8 and perpendicular to the flow direction can delay flow separation by exerting the momentum. In this study, a mathematical model is developed to predict a parameter, which is utilized to represent flow separation on an NACA0012 airfoil. The model is based on the neurofuzzy method applied to experimental datasets. The neuro model is trained in different flow conditions and the parameter is measured by pressure sensors. 展开更多
关键词 Dielectric barrier discharge Flow separation Mathematical model NACA0012 airfoil NEURO-FUZZY
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Analysis of flow separation control using nanosecond-pulse discharge plasma actuators on a flying wing 被引量:4
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作者 Zheng LI Zhiwei SHI +3 位作者 Hai DU Qijie SUN Chenyao WEI Xi GENG 《Plasma Science and Technology》 SCIE EI CAS CSCD 2018年第11期116-125,共10页
Dielectric barrier discharge (DBD) plasma is one of most promising flow control method for its several advantages. The present work investigates the control authority of nanosecond pulse DBD plasma actuators on a fl... Dielectric barrier discharge (DBD) plasma is one of most promising flow control method for its several advantages. The present work investigates the control authority of nanosecond pulse DBD plasma actuators on a flying wing model's aerodynamic characteristics. The aerodynamic forces and moments are studied by means of experiment and numerical simulation. The numerical simulation results are in good agreement with experiment results. Both results indicate that the NS-DBD plasma actuators have negligible effect on aerodynamic forces and moment at the angles of attack smaller than 16-. However, significant changes can be achieved with actuation when the model's angle of attack is larger than 16° where the flow separation occurs. The spatial flow field structure results from numerical simulation suggest that the volumetric heat produced by NS-DBD plasma actuator changes the local temperature and density and induces several vortex structures, which strengthen the mixing of the shear layer with the main flow and delay separation or even reattach the separated flow. 展开更多
关键词 nanosecond dielectric barrier discharge flying wing aircraft flow separation control
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Experimental Investigation of Flow Separation Control Using Dielectric Barrier Discharge Plasma Actuators 被引量:1
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作者 李钢 聂超群 +2 位作者 李轶明 朱俊强 徐燕骥 《Plasma Science and Technology》 SCIE EI CAS CSCD 2008年第5期605-611,共7页
Influence of plasma actuators as a flow separation control device was investigated experimentally. Hump model was used to demonstrate the effect of plasma actuators on external flow separation, while for internal flow... Influence of plasma actuators as a flow separation control device was investigated experimentally. Hump model was used to demonstrate the effect of plasma actuators on external flow separation, while for internal flow separation a set of compressor cascade was adopted. In order to investigate the modification of the flow structure by the plasma actuator, the flow field was examined non-intrusively by particle image velocimetry measurements in the hump model experiment and by a hot film probe in the compressor cascade experiment. The results showed that the plasma actuator could be effective in controlling the flow separation both over the hump and in the compressor cascade when the incoming velocity was low. As the incoming velocity increased, the plasma actuator was less effective. It is urgent to enhance the intensity of the plasma actuator for its better application. Methods to increase the intensity of plasma actuator were also studied. 展开更多
关键词 dielectric barrier discharge PLASMA separation flow control hump model compressor cascade
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Wind tunnel experiments on flow separation control of an Unmanned Air Vehicle by nanosecond discharge plasma aerodynamic actuation
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作者 陈康 梁华 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第2期278-286,共9页
Plasma flow control(PFC) is a new kind of active flow control technology, which can improve the aerodynamic performances of aircrafts remarkably. The flow separation control of an unmanned air vehicle(UAV) by nano... Plasma flow control(PFC) is a new kind of active flow control technology, which can improve the aerodynamic performances of aircrafts remarkably. The flow separation control of an unmanned air vehicle(UAV) by nanosecond discharge plasma aerodynamic actuation(NDPAA) is investigated experimentally in this paper. Experimental results show that the applied voltages for both the nanosecond discharge and the millisecond discharge are nearly the same, but the current for nanosecond discharge(30 A) is much bigger than that for millisecond discharge(0.1 A). The flow field induced by the NDPAA is similar to a shock wave upward, and has a maximal velocity of less than 0.5 m/s. Fast heating effect for nanosecond discharge induces shock waves in the quiescent air. The lasting time of the shock waves is about 80 μs and its spread velocity is nearly 380 m/s. By using the NDPAA, the flow separation on the suction side of the UAV can be totally suppressed and the critical stall angle of attack increases from 20° to 27° with a maximal lift coefficient increment of 11.24%. The flow separation can be suppressed when the discharge voltage is larger than the threshold value, and the optimum operation frequency for the NDPAA is the one which makes the Strouhal number equal one. The NDPAA is more effective than the millisecond discharge plasma aerodynamic actuation(MDPAA) in boundary layer flow control. The main mechanism for nanosecond discharge is shock effect. Shock effect is more effective in flow control than momentum effect in high speed flow control. 展开更多
关键词 nanosecond discharge plasma aerodynamic actuation UAV separation
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A new gravity & flotation separator with double-tailing discharge and its beneficiation performance 被引量:2
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作者 YANG Hong-li FAN Min-qiang 《Journal of Coal Science & Engineering(China)》 2012年第2期191-195,共5页
Introduced a new gravity and flotation separator with double-tailing dtsctaarge tor nne coat~, u,u ,,,~,.~ cation and cyclone scavenging with flotation in an original way. The beneficiation performance of it was good.... Introduced a new gravity and flotation separator with double-tailing dtsctaarge tor nne coat~, u,u ,,,~,.~ cation and cyclone scavenging with flotation in an original way. The beneficiation performance of it was good. The results show that the gravity and flotation separator with double-tailing discharge can produce high-quality clean coal of 10.46% ash from free coal of 35.56% ash. It can discharge the fine and coarse tailings separately. 展开更多
关键词 gravity and flotation separator double-tailing discharge BENEFICIATION coal slime
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Separation and identification of mixed signal for distributed acoustic sensor using deep learning
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作者 Huaxin Gu Jingming Zhang +9 位作者 Xingwei Chen Feihong Yu Deyu Xu Shuaiqi Liu Weihao Lin Xiaobing Shi Zixing Huang Xiongji Yang Qingchang Hu Liyang Shao 《Opto-Electronic Advances》 2025年第11期56-65,共10页
With the application of Distributed Acoustic Sensors(DAS)across various infrastructures,it will play a pivotal role in shaping smart cities in the future.However,the current single-source detection and identification ... With the application of Distributed Acoustic Sensors(DAS)across various infrastructures,it will play a pivotal role in shaping smart cities in the future.However,the current single-source detection and identification technology might struggle to meet the high precision needs in the intricate environmental conditions of mixed multi-source interference.We propose a new deep neural network-based multi-source signal separation method for DAS and accomplish the separation performance of this method under practical applications.In addition,a new evaluation metric for the separation method is proposed in conjunction with the separation and identification of DAS mixed signals.For mixed signals with different source numbers,the recognizable rate of separated signals can reach 98.33%on average.This study provides a promising solution to the multi-source mixed interference problem faced by DAS in complex environments. 展开更多
关键词 distributed acoustic sensor deep learning multi-source separation pattern recognition
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Flow separation control on swept wing with nanosecond pulse driven DBD plasma actuators 被引量:11
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作者 Zhao Guangyin Li Yinghong +2 位作者 Liang Hua Han Menghu Wu Yun 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2015年第2期368-376,共9页
A 15° swept wing with dielectric barrier discharge plasma actuator is designed. Experimental study of flow separation control with nanosecond pulsed plasma actuation is performed at flow velocity up to 40 m/s. Th... A 15° swept wing with dielectric barrier discharge plasma actuator is designed. Experimental study of flow separation control with nanosecond pulsed plasma actuation is performed at flow velocity up to 40 m/s. The effects of the actuation frequency and voltage on the aerodynamic performance of the swept wing are evaluated by the balanced force and pressure measurements in the wind tunnel. At last, the performances on separation flow control of the three types of actuators with plane and saw-toothed exposed electrodes are compared. The optimal actua- tion frequency for the flow separation control on the swept wing is detected, namely the reduced frequency is 0.775, which is different from 2-D airfoil separation control. There exists a threshold voltage for the low swept wing flow control. Before the threshold voltage, as the actuation voltage increases, the control effects become better. The maximum lift is increased by 23.1% with the drag decreased by 22.4% at 14°, compared with the base line. However, the best effects are obtained on actuator with plane exposed electrode in the low-speed experiment and the abilities of saw-toothed actuators are expected to be verified under high-speed conditions. 展开更多
关键词 Dielectric barrier discharge Flow control Flow separation Nanosecond pulse PLASMA Swept wing
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Flow separation control over an airfoil using continuous alternating current plasma actuator 被引量:1
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作者 Jian-Guo Zheng 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第3期346-355,共10页
The flow separation control over an NACA 0015 airfoil using continuous alternating current(AC)dielectric barrier discharge(DBD)plasma actuator is investigated experimentally and numerically.This work is intended to re... The flow separation control over an NACA 0015 airfoil using continuous alternating current(AC)dielectric barrier discharge(DBD)plasma actuator is investigated experimentally and numerically.This work is intended to report some observations made from our experiment,to which little attention is paid in the previous studies,but which is thought to be important to the understanding of control of complex flow separation with AC DBD.To this end,the response of separated flow to AC plasma actuation is visualized through the time-resolved particle image velocimetry(PIV)measurement,whereas numerical simulation is carried out to complement the experiment.The flow control process at chord-based Reynolds number(Re)of 3.31×105 is investigated.It is found that the response of external flow to plasma forcing is delayed for up to tens of milliseconds and the delay time increases with angle of attack increasing.Also observed is that at the intermediate angle of attack near stall,the forced flow features a well re-organized flow pattern.However,for airfoil at high post-stall angle of attack,the already well suppressed flow field can recover to the massively separated flow state and then reattach to airfoil surface with the flow pattern fluctuating between the two states in an irregular manner.This is contrary to one’s first thought that the forced flow at any angles of attack will become well organized and regular,and reflects the complexity of flow separation control. 展开更多
关键词 dielectric barrier discharge plasma actuator alternating current plasma discharge flow separation flow control delayed response
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Control of flow separation over a wing model with plasma synthetic jets 被引量:1
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作者 Zhi SU Guozheng SONG +5 位作者 Haohua ZONG Hua LIANG Jun LI Like XIE Xuecheng LIU Weiliang KONG 《Plasma Science and Technology》 SCIE EI CAS CSCD 2022年第6期135-147,共13页
An array of 30 plasma synthetic jet actuators(PSJAs)is deployed using a modified multichannel discharge circuit to suppress the flow separation over a straight-wing model.The lift and drag of the wing model are measur... An array of 30 plasma synthetic jet actuators(PSJAs)is deployed using a modified multichannel discharge circuit to suppress the flow separation over a straight-wing model.The lift and drag of the wing model are measured by a force balance,and the velocity fields over the suction surface are captured by a particle imaging velocimetry system.Results show that the flow separation of the straight wing originates from the middle of the model and expands towards the wingtips as the angle of attack increases.The flow separation can be suppressed effectively by the PSJAs array.The best flow control effect is achieved at a dimensionless discharge frequency of F^+=1,with the peak lift coefficient increased by 10.5%and the stall angle postponed by 2°.To further optimize the power consumption of the PSJAs,the influence of the density of PSJAs on the flow control effect is investigated.A threshold of the density exits(with the spanwise spacing of PSJAs being 0.2 times of the chord length in the current research),below which the flow control effect starts to deteriorate remarkably.In addition,for comparison purposes,a dielectric barrier discharge(DBD)plasma actuator is installed at the same location of the PSJAs.At the same power consumption,4.9%increase of the peak lift coefficient is achieved by DBD,while that achieved by PSJAs reaches 5.6%. 展开更多
关键词 flow separation plasma synthetic jet DENSITY dielectric barrier discharge
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Study on Intermittent Discharge Characteristics of Typical Solid Insulation Defects in Gas Insulated Switchgear
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作者 Xu Yang Jing Zhang +3 位作者 Chuanxian Luo Qinqing Huang HuiXu Guozhi Zhang 《Energy Engineering》 EI 2023年第9期2115-2132,共18页
In response to the problem of frequent leakage and false alarm of partial discharge insulation defects in GIS,this paper conducts experimental research on intermittent discharge characteristics of common solid insulat... In response to the problem of frequent leakage and false alarm of partial discharge insulation defects in GIS,this paper conducts experimental research on intermittent discharge characteristics of common solid insulation defects in GIS.Using true GIS to build amulti-source testing platform for intermittent discharge of solid insulation defects,and using pulse current method,ultra-high frequency method,ultrasonic method,and gas characteristic component detectionmethod to study the variation law of intermittent discharge characteristics of solid insulation defects.The results showthat:the intermittent discharge state of metal fouling defects on the solid insulation surface decreases with the extension of the discharge time,the discharge time interval as a whole shows an increasing trend,and the metal fouling defects on the solid insulation surface in the intermittent discharge state is difficult to develop into a breakdown discharge fault.The overall discharge amount of air gap defects inside solid insulation also shows the law of increasing first and then decreasing,and the discharge amount of air gap defects inside solid insulation stays at a large level for a long time during intermittent discharge,and there is a risk of breakdown,and the discharge will gradually evolve into continuous discharge;ultrasonic method and characteristic component detection method cannot realize the effective perception of intermittent discharge of metal fouling.The 50-period mapping information commonly used in the power field cannot reflect the intermittent discharge variation law of solid insulation,and the 200-period UHF mapping composed of four groups of 50-period UHF mapping data can initially derive the intermittent discharge distribution law of solid insulation defects.The research results of this paper are of great significance to expand the knowledge of intermittent discharge characteristics and the detection of GIS discharge defects in the field. 展开更多
关键词 GIS solid insulation INTERMITTENT partial discharge multi-source characteristics
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Separation Maps for Classification of Multiple Partial Discharges:A Comparative Study Focusing on Time and Frequency Characteristics
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作者 Jannery Rivas Omar Rivera-Caballero +2 位作者 Héctor Poveda Jorge Alfredo Ardila-Rey Carlos Boya-Lara 《High Voltage》 2025年第5期1176-1189,共14页
Electrical insulation faults produce partial discharges(PD),which can be analysed to identify specific types of defects.PD clustering is a widely used method to identify PD sources,although its success depends largely... Electrical insulation faults produce partial discharges(PD),which can be analysed to identify specific types of defects.PD clustering is a widely used method to identify PD sources,although its success depends largely on the feature maps used.In this paper,three widely used feature maps,or separation maps,are compared:chromatic,energy wavelet with principal component analysis(EW-PCA),and time-frequency(TF).To compare and evaluate,five scenarios with multi-PD environments with noise were developed.The clustering ability of the maps was evaluated using two performance indicators:intercluster distance and intracluster distance.The results indicate that the EW-PCA map performed the best in all scenarios,correctly identifying the largest number of data points and producing the clearest and most distinct clusters.The TF map created distinct clusters in several scenarios,but not all.The chromatic map created distinct clusters in all scenarios but was not as well defined as the other two separation maps.Given the results,it is important in fieldwork to use a wide range of PD clustering,accompanied by performance metrics that support a less biased decision tailored to the test object. 展开更多
关键词 feature mapsor identify specific types defectspd wavelet principal component feature maps partial discharges pd which electrical insulation faults separation mapsare separation maps
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A model for Nanosecond Pulsed Dielectric Barrier Discharge(NSDBD)actuator and its investigation on the mechanisms of separation control over an airfoil 被引量:12
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作者 CHEN ZhenLi HAO LinZhao ZHANG BinQian 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第5期1055-1065,共11页
In order to simulate the flow control problem by using Nanosecond Pulsed Dielectric Barrier Discharge(NSDBD),a one-zone inhomogeneous phenomenological model is constructed based on the experimental and theoretical res... In order to simulate the flow control problem by using Nanosecond Pulsed Dielectric Barrier Discharge(NSDBD),a one-zone inhomogeneous phenomenological model is constructed based on the experimental and theoretical results.The model is coupled with the unsteady Navier-Stokes equations,which can well predict the compression-expansion wave structures and wave speed compared with experimental results and can be applied to the simulation of the flow control by using NSDBD.The model is adopted to investigate the separation control over NACA0015 airfoil using the NSDBD plasma actuator.The separation-control mechanisms are revealed that the spanwise vortices produced by the plasma actuation play the key role.Each plasma actuation can produce a spanwise vortex around the separation point near the leading edge.The spanwise vortices make the separated free-shear layer unstable and shed away,move downstream along the upper wall,control the flow near the wall,and bring outer flow with high kinetic energy into the near wall region to realize the effective separation control over the upper surface of the airfoil. 展开更多
关键词 PLASMA Nanosecond Pulsed Dielectric Barrier discharge (NSDBD) flow control flow separation numerical simulation
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Separator coatings as efficient physical and chemical hosts of polysulfides for high-sulfur-loaded rechargeable lithium–sulfur batteries 被引量:4
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作者 Masud Rana Ming Li +4 位作者 Qiu He Bin Luo Lianzhou Wang Ian Gentle Ruth Knibbe 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2020年第5期51-60,共10页
Lithium-sulfur batteries(LSBs)are promising alternative energy storage devices to the commercial lithium-ion batteries.However,the LSBs have several limitations including the low electronic conductivity of sulfur(5... Lithium-sulfur batteries(LSBs)are promising alternative energy storage devices to the commercial lithium-ion batteries.However,the LSBs have several limitations including the low electronic conductivity of sulfur(5×10^-30S cm^-1),associated lithium polysulfides(PSs),and their migration from the cathode to the anode.In this study,a separator coated with a Ketjen black(KB)/Nafion composite was used in an LSB with a sulfur loading up to 7.88 mg cm^-2to mitigate the PS migration.A minimum specific capacity(Cs)loss of 0.06%was obtained at 0.2 C-rate at a high sulfur loading of 4.39 mg cm^-2.Furthermore,an initial areal capacity up to 6.70 mAh cm^-2 was obtained at a sulfur loading of 7.88 mg cm^-2.The low Cs loss and high areal capacity associated with the high sulfur loading are attributed to the large surface area of the KB and sulfonate group(SO3^-)of Nafion,respectively,which could physically and chemically trap the PSs. 展开更多
关键词 Lithium-sulfur battery separATOR coating PHYSICAL and CHEMICAL confinement Self-discharge HIGH SULFUR loading Specific capacity loss HIGH areal capacity
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低雷诺数下基于介质阻挡放电等离子体激励的翼型小迎角阻力控制实验研究
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作者 阳鹏宇 张鑫 +3 位作者 左峥瑜 马志明 李昌 张秋云 《力学学报》 北大核心 2025年第5期1043-1053,共11页
以提升高空长航时无人机在低雷诺数下的气动性能为背景,以GAW-1翼型为研究对象,以对称布局介质阻挡放电等离子体激励器为控制手段,采用测力与测压相结合的方法,在0.5 m×0.6 m低速风洞开展了低雷诺数下翼型等离子体流动控制实验研究... 以提升高空长航时无人机在低雷诺数下的气动性能为背景,以GAW-1翼型为研究对象,以对称布局介质阻挡放电等离子体激励器为控制手段,采用测力与测压相结合的方法,在0.5 m×0.6 m低速风洞开展了低雷诺数下翼型等离子体流动控制实验研究,辨析了阻力反常变化的产生机制,探索了等离子体流动控制机理.翼型弦长为160 mm,实验雷诺数为8.3×10^(4)和1.56×10^(5).结果表明:(1)施加激励前,当雷诺数为8.3×10^(4)时,翼型升力出现了非线性变化,阻力出现了先增大后减小的反常情况.在较大迎角范围内,翼型绕流流场保持了完全层流分离形态,随后发生了从完全层流分离向后缘附着的快速过渡.这种流动形态的变化成为升力非线性和阻力反常变化的主要机制;当雷诺数为1.56×10^(5)时,翼型升阻特性的变化趋于正常;(2)施加激励后,等离子体促进层流分离剪切层失稳,使完全层流分离形态在较小迎角下转变为后缘附着形态,有效改善翼型低雷诺数小迎角的升阻力特性,将升阻比最大提高了87.9%.研究结果为提升高空长航时无人机气动性能提供了技术支撑. 展开更多
关键词 流动控制 等离子体 介质阻挡放电 层流分离 风洞实验
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立式螺旋卸料火花液离心分离机设计
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作者 赵战峰 薛萍 朱派龙 《机械工程师》 2025年第2期83-86,90,共5页
为了实现绿色制造,进一步降低环保隐患,提升电火花线切割机床的加工质量,研制了电火花工作液的立式螺旋卸料离心分离机,主动分离电火花工作液中的杂质。离心分离机根据不同密度的物质在离心场中所受离心力不同的原理工作,可以高效可靠... 为了实现绿色制造,进一步降低环保隐患,提升电火花线切割机床的加工质量,研制了电火花工作液的立式螺旋卸料离心分离机,主动分离电火花工作液中的杂质。离心分离机根据不同密度的物质在离心场中所受离心力不同的原理工作,可以高效可靠地实现固液分离。经过试验证明,所设计的离心机可以满足电火花机床对火花液品质的要求。 展开更多
关键词 立式螺旋卸料离心机 电火花线切割加工 电火花工作液 固液离心分离
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基于SBSS与CNN的750 kV变压器和尖板的放电信号声纹识别 被引量:1
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作者 包艳艳 杨广泽 +1 位作者 陈伟 冯婷娜 《西南交通大学学报》 北大核心 2025年第3期781-792,共12页
变压器绝缘水平和健康状态对电网的安全稳定至关重要,为研究750 kV变压器内部存在放电故障时,箱体外采集的可听声信号中可能混杂有电晕声、鸟鸣等其他干扰信号的工程实际问题,提出一种基于稀疏表示理论(SBSS)与卷积神经网络(CNN)的750 k... 变压器绝缘水平和健康状态对电网的安全稳定至关重要,为研究750 kV变压器内部存在放电故障时,箱体外采集的可听声信号中可能混杂有电晕声、鸟鸣等其他干扰信号的工程实际问题,提出一种基于稀疏表示理论(SBSS)与卷积神经网络(CNN)的750 kV变压器与尖板放电混叠信号的声纹识别方法.首先,采集武胜750 kV变电站变压器正常运行声信号作为背景声,构建针-板放电模型得到放电声信号和现场常见干扰声作为前景声,通过添加不同信噪比的前景声到背景声中构造混叠声信号;然后,利用基于稀疏表示理论的盲分离算法实现目标前景声纹图谱和冗余背景声纹图谱的分离;最后,对CNN模型超参数进行优化,以提高模型对分离后的各类前景声纹谱图的分类性能.研究结果表明:通过盲源分离算法可以剔除冗余背景声干扰,使神经网络聚焦于前景声的分类识别;本文方法可实现混叠声信号中前景声纹的分离,分离后,CNN、支持向量机(SVM)和反向传播神经网络(BPNN)的识别准确率分别提高7.6%、17.2%和14.3%. 展开更多
关键词 局部放电 时频谱图 稀疏表示 盲分离 卷积神经网络 深度学习
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“洪泽新河”河湖分离方案研究
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作者 冷晴 王海 秦晨晨 《南水北调与水利科技(中英文)》 北大核心 2025年第S1期89-93,共5页
受洪泽湖泥沙淤积影响,淮河流域洪涝灾害问题长期存在。河湖分离的治理思路中“洪泽新河”方案是最主要的方案。“洪泽新河”方案,即淮干主流直入溧河洼,汇合怀洪新河,沿西大堤,开古河道,直达三河闸,另一部分沿南大堤分流入高良涧闸和... 受洪泽湖泥沙淤积影响,淮河流域洪涝灾害问题长期存在。河湖分离的治理思路中“洪泽新河”方案是最主要的方案。“洪泽新河”方案,即淮干主流直入溧河洼,汇合怀洪新河,沿西大堤,开古河道,直达三河闸,另一部分沿南大堤分流入高良涧闸和二河闸。该方案可在一定程度上解决洪泽湖泥沙淤积问题,提升淮河流域防洪能力。根据河道特性初步拟定“洪泽新河”方案的分离河道河宽1 000 m、河底高程4.5 m,并建立一维水动力数学模型,对在河湖分离条件下的淮河中游蚌埠闸至入海口段的水位变化及其效果进行了研究。结果表明:当对淮河干流进行疏浚,并将蚌埠闸至小柳巷河道高程为4~17 m的范围统一疏浚到4 m时,上游来水量为百年一遇条件下,蚌埠闸闸下水位可降低至21.20 m,降洪效果最佳。 展开更多
关键词 河湖分离方案 淮河 泄流能力 数学模型
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基于TasNet和NGCC的变压器局放声源定位
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作者 刘扬 严天峰 +1 位作者 郑礼 张卓 《现代雷达》 北大核心 2025年第5期52-58,共7页
针对变压器局放声源定位准确率较低且延时较长的问题,文中提出了一种基于时域语音分离卷积网络(TasNet)和神经网络类的广义互相关的变压器局放声源定位方法。首先通过麦克风阵列和TasNet对音频序列的特征进行识别并分离,然后基于卷积神... 针对变压器局放声源定位准确率较低且延时较长的问题,文中提出了一种基于时域语音分离卷积网络(TasNet)和神经网络类的广义互相关的变压器局放声源定位方法。首先通过麦克风阵列和TasNet对音频序列的特征进行识别并分离,然后基于卷积神经网络获取局放声源对应的到达时间差估计值,最后通过构建定位框架对变压器局放声源进行定位,从而输出局放声源的位置信息。实验证明,与传统的基于广义互相关-相位变换的方法相比,文中提出的方法显著提高了局放声源定位的准确性和效率。 展开更多
关键词 局放声源定位 神经网络类的广义互相关 时域语音分离卷积网络 到达时间差
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重介浅槽分选机应用及研究进展
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作者 叶贵川 于东皓 +3 位作者 董宪姝 孙玉金 付元鹏 吕宏广 《煤炭工程》 北大核心 2025年第4期173-182,共10页
为全面掌握重介浅槽分选机应用及研究进展,梳理了重介浅槽分选机在我国煤炭生产企业的应用情况,总结了其分选理论研究进展,详细概括了降低其分选粒度下限的研究进展,并汇总了常见问题及改造成效。结果表明:重介浅槽分选机在动力煤选煤... 为全面掌握重介浅槽分选机应用及研究进展,梳理了重介浅槽分选机在我国煤炭生产企业的应用情况,总结了其分选理论研究进展,详细概括了降低其分选粒度下限的研究进展,并汇总了常见问题及改造成效。结果表明:重介浅槽分选机在动力煤选煤厂中主要作为块煤(200~13 mm)的分选设备,在炼焦煤选煤厂或者井下分选工艺环节中则主要作为块煤(300~50 mm)的预排矸设备;重介浅槽分选理论研究聚焦于流场分布特征及颗粒运动行为的数值模拟,相应的试验研究和动力学分析较为缺乏,理论研究的广度和深度有待进一步增强;降低重介浅槽分选机的粒度下限具有显著的经济和社会效益,但目前的相关举措主要是操作参数改进和上升流系统改进,重介浅槽分选机结构参数与分选粒度下限的适配关系尚未探明;重介浅槽分选系统的智能化建设任重而道远,未来应着重发展煤、水、介、工艺参数的全面智能感知体系,优化悬浮液密度、上升流和水平流流量调控策略;上升流系统堵塞和排料系统故障是重介浅槽分选机在实际运行中存在的最主要的问题,众多选煤厂在实践中进行了诸多有益探索,可为其他企业进行技术改造时提供参考。 展开更多
关键词 重介浅槽分选机 流场分布 预排矸 粒度下限
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