期刊文献+
共找到1,927篇文章
< 1 2 97 >
每页显示 20 50 100
Wave Processes and Mass Transfer on the Copper-Stainless Steel Interface under Solid Phase Bonding by High-Temperature Rolling
1
作者 Boris V. Borts Aleksander A. Parkhomenko +1 位作者 Igor O. Vorobyov Alexander A. Lopata 《Open Journal of Metal》 2018年第4期67-74,共8页
The paper presents the study of hierarchy of deformation wave-processes from nano- to macro-structural level, which takes place in dissimilar materials, bonded by high-temperature vacuum rolling in solid phase. The fo... The paper presents the study of hierarchy of deformation wave-processes from nano- to macro-structural level, which takes place in dissimilar materials, bonded by high-temperature vacuum rolling in solid phase. The focus was on the processes that occur on the interface of the bonded materials: mass trasfer of impurities and alloying elements stimulated by deformation, the study of nano- and micro-hardness. 展开更多
关键词 Vacuum Hot ROLLING Solid Phase INTERFACE Cupper-Stainless Steel Microscopy Micro-Hardness Nano-Hardness wave processes SCALING
在线阅读 下载PDF
Review of shock wave detection method in CFD post-processing 被引量:12
2
作者 Wu Ziniu Xu Yizhe +1 位作者 Wang Wenbin Hu Ruifeng 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第3期501-513,共13页
In the present computational fluid dynamics (CFD) community, post-processing is regarded as a procedure to view parameter distribution, detect characteristic structure and reveal physical mechanism of fluid flow bas... In the present computational fluid dynamics (CFD) community, post-processing is regarded as a procedure to view parameter distribution, detect characteristic structure and reveal physical mechanism of fluid flow based on computational or experimental results. Field plots by contours, iso-surfaces, streamlines, vectors and others are traditional post-processing techniques. While the shock wave, as one important and critical flow structure in many aerodynamic problems, can hardly be detected or distinguished in a direct way using these traditional methods, due to possible confusions with other similar discontinuous flow structures like slip line, contact discontinuity, etc. Therefore, method for automatic detection of shock wave in post-processing is of great importance for both academic research and engineering applications. In this paper, the current status of methodologies developed for shock wave detection and implementations in post-processing platform are reviewed, as well as discussions on advantages and limitations of the existing methods and proposals for further studies of shock wave detection method. We also develop an advanced post-processing software, with improved shock detection. 展开更多
关键词 AERODYNAMICS Automatic detection Computational fluid dynamics Shock wave POST-processING
原文传递
Voltage Characteristic Analysis of Ultra-high Voltage Half-wavelength Transmission System Based on Wave Process Method 被引量:2
3
作者 Hao Tian Yutian Liu +2 位作者 Dong Yang Xiaohui Qin Yantao Zhang 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2020年第1期150-158,共9页
The voltage characteristics of a half-wavelength transmission(HWLT)system lack mechanism explanation and systematic summary.In this paper,both the steady-state and fault voltage characteristics are analyzed and explai... The voltage characteristics of a half-wavelength transmission(HWLT)system lack mechanism explanation and systematic summary.In this paper,both the steady-state and fault voltage characteristics are analyzed and explained based on the wave process method.An analysis model is established for HWLT lines and wave propagation equations with different terminal conditions are deduced.For steady-state conditions,voltage profiles along HWLT lines are depicted and partial overvoltage occurs when there is an overload or low-power factor.In addition,fault voltage characteristics are analyzed under load-rejection or short-circuit conditions.The series resonance overvoltage will happen when short-circuit faults occur at certain positions and its peak value is influenced by grid strength or fault type.Furthermore,a refined transmission line model is presented to consider non-ideal factors and simulation results demonstrate that geomorphic conditions and electromagnetic environments influence line voltage characteristics to a certain extent. 展开更多
关键词 Half-wavelength transmission wave process METHOD STEADY-STATE VOLTAGE fault VOLTAGE NON-IDEAL factor
原文传递
Analysis of Energy Characteristics in the Process of Freak Wave Generation 被引量:2
4
作者 胡金鹏 张运秋 《China Ocean Engineering》 SCIE EI CSCD 2014年第2期193-205,共13页
The energy characteristics in the evolution of the wave train are investigated to understand the inherent cause of the freak wave generation. The Morlet wavelet spectrum method is employed to analyze the numerical, la... The energy characteristics in the evolution of the wave train are investigated to understand the inherent cause of the freak wave generation. The Morlet wavelet spectrum method is employed to analyze the numerical, laboratory and field evolution data of this generation process. Their energy distributions and variations are discussed with consideration of corresponding surface elevations. Through comparing the energy characteristics of three cases, it is shown that the freak wave generation depends not only on the continuous transfer of wave train energy to a certain region where finally the maximum energy occurs, but also on the distinct shift of the converged energy to high-frequency components in a very short time. And the typical energy characteristics of freak waves are also given. 展开更多
关键词 freak wave generation process wavelet spectrum energy characteristics
在线阅读 下载PDF
The Process of a Laser-Supported Combustion Wave Induced by Millisecond Pulsed Laser on Aluminum Alloy 被引量:1
5
作者 张巍 魏智 +1 位作者 王翼斌 金光勇 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第1期60-62,共3页
We study the process of a laser-supported combustion wave (LSCW) when an aluminum alloy is irradiated by a millisecond pulse laser based on the method of laser shadowgraphy. Under the condition of different laser pa... We study the process of a laser-supported combustion wave (LSCW) when an aluminum alloy is irradiated by a millisecond pulse laser based on the method of laser shadowgraphy. Under the condition of different laser parameters, the obtained results include the velocity, ignition threshold of LSCW and the variation law. The speed of LSCW increases with the laser energy under the same irradiation laser pulse width, and the speed of LSCW reduces with the increase of the laser pulse width under the same irradiation laser energy. Moreover, the ignition time of LSCW becomes shorter by increasing the laser number of the pulse and is not effected by changing the frequencies, when keeping the laser pulse width and energy unchanged. The results of the study can be applied in the laser propulsion technology and metal surface laser heat treatment, etc. 展开更多
关键词 of as in TIME is by The process of a Laser-Supported Combustion wave Induced by Millisecond Pulsed Laser on Aluminum Alloy on
原文传递
Analysis of a Cold Wave Weather Process in Chengdu in March 2010 被引量:8
6
作者 LI Xin-yi XIE Na +2 位作者 SHI Juan LI Yu AN Xia 《Meteorological and Environmental Research》 CAS 2011年第6期1-5,10,共6页
[Objective] The aim was to analyze one cold wave weather process in Chengdu in March in 2010.[Method] Based on the NCEP 1°×1° 6 h interval reanalysis data and daily observation data,using synoptic analy... [Objective] The aim was to analyze one cold wave weather process in Chengdu in March in 2010.[Method] Based on the NCEP 1°×1° 6 h interval reanalysis data and daily observation data,using synoptic analysis and diagnosis methods,and combining with the cold wave forecast index in spring of Sichuan,a cold wave event covering the whole region between March 21 and 24,2010 was analyzed from the aspects of circulation background,influencing weather systems and weather causation.[Result] Results showed that the 500 high-altitude cold vortex,700-850 hPa low layer shear,and ground cold front were the main systems that influenced this cold wave;there was a ridge from Lake Balkhash across Lake Baikal at 500 hPa.The early stage of the process was controlled by the high pressure ridge and the temperature was increasing obviously.The daily mean temperature was high.The range of cold high pressure was large and the central intensity was 1 043.0 hPa;the cold air was strong and deep which was in accordance with the strong surface temperature reduction center.The strong north airstream of Lake Balkhash to Lake Baikal,ground cold high pressure center intensity changes,north and south ocean pressure and temperature differences,850 hPa temperature changes,cold advection movement route and intensity were considered as reference factors for the forecast of cold wave intensity.[Conclusion] The study provided theoretical basis for improving the forecast ability of cold wave weather. 展开更多
关键词 Cold wave Circulation situation Forecast focus process analysis Chengdu China
在线阅读 下载PDF
Numerical simulation of non-gaussian process of wind waves
7
作者 Liu Xin’an and Huang Peiji(Received June 4, 1990 accepted October 10, 1990) 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1991年第2期199-216,共18页
In this paper further mathematical analysis on 'correlation transfer technique' by Polge el al. is carried out, the tenable conditions and the extent of suitability for the said method are proved as well. In c... In this paper further mathematical analysis on 'correlation transfer technique' by Polge el al. is carried out, the tenable conditions and the extent of suitability for the said method are proved as well. In consideration of the influence of skewness of the sea surface elevation on spectral shape, a 'quasi-correlation transfer techique' is developed by the modification of the simulated target spectrum. Meanwhile, the numerical simulation of the non-Gaussian process of wind waves is carried out in view of the two conditions of the surface elevation probability distribution and the spectrum. By using its simulated results, the influence of skewness of the sea surface elevation on two parameters in the distribution of wave heights (which had been fitted by using the Weibull distribution) is analysed. The 'quasi- correlation tranfer technique' is verified and compared with the selection wave data observed in the Jiaozhou Bay in the period of 1980 to 1981. Results make clear (hat, as far as the statistical distribution of the wave heights and the distribution of the maximum (minimum) values of the sea surface elevation are concerned, the said method is obviously superior to the conventional mothed of the linear wave superposition, and that the simulated results are closer to the observation data. 展开更多
关键词 PRO Numerical simulation of non-gaussian process of wind waves
在线阅读 下载PDF
Measurement of intensity difference squeezing via non-degenerate four-wave mixing process in an atomic vapor
8
作者 于旭东 孟增明 张靖 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第9期415-420,共6页
We report the measurement of the intensity difference squeezing via the non-degenerate four-wave mixing process in a rubidium atomic vapor medium. Two pairs of balanced detection systems are employed to measure the pr... We report the measurement of the intensity difference squeezing via the non-degenerate four-wave mixing process in a rubidium atomic vapor medium. Two pairs of balanced detection systems are employed to measure the probe and the conjugate beams, respectively. It is convenient to get the quantum shot noise limit, the squeezed and the amplified noise power spectra. We also investigate the influence of the input extra quadrature amplitude noise of the probe beam. The influence of the extra noise can be minimized and the squeezing can be optimized under the proper parameter condition. We measure the -3.7-dB intensity difference squeezing when the probe beam has a 3-dB extra quadrature amplitude noise. This result is slightly smaller than -4.1 dB when the ideal coherent light (no extra noise) for the probe beam is used. 展开更多
关键词 four-wave mixing process intensity difference squeezing self-balanced detection
原文传递
Intensification of the Banana Drying Processes by Using EFL Electromagnetic Waves
9
作者 Arif Memmedov Teymuraz Abbasov Mustafa Şeker 《World Journal of Engineering and Technology》 2016年第2期281-289,共9页
Drying of the banana in the hot water has a negative impact on the quality of the product and drying effect. The purposes of this study are increasing the drying rate, using the relatively low temperature to improve t... Drying of the banana in the hot water has a negative impact on the quality of the product and drying effect. The purposes of this study are increasing the drying rate, using the relatively low temperature to improve the quality (40℃, 50℃ and 60℃) and investigate the use of electromagnetic waves to increase the drying speed. Therefore, experiments are performed using 5 kHz,10 kHz and 15 kHz low frequency electromagnetic waves in the air velocity values of 0.5 m/s, 1 m/s, 1.5 m/s and 2 m/s and 40℃, 50℃, 60℃ centigrade degrees of air blast in a special compartment. Mathematical model of the drying process has been created as using the electrical circuits methods and experimental results. As a result, a simple equation describing the drying process has been obtained. Nonlinear expression of the diffusion coefficient for a different situation in this equation has been identified for the first time. The obtained theoretical results and experimental results have been provided a good agreement. This study is considered to be useful for all studies in the drying area. 展开更多
关键词 Electromagnetic wave Drying process Heat and Mass Transfer FREQUENCY Banana Drying
在线阅读 下载PDF
A real time processing system of seismic waves using personal computers-Function and characteristics
10
作者 范军 陈天长 +4 位作者 韩渭宾 曾健 长谷川昭 堀内茂木 郑斯华 《Acta Seismologica Sinica(English Edition)》 CSCD 1998年第3期106-110,共5页
Seismological Bureau of Sichuan Province, Chengdu 610041, China2) Center for Analysis and Prediction, State Seismological Bureau, Beijing 100036, China3) Observation Center for Prediction of Earthquakes and Volcanic E... Seismological Bureau of Sichuan Province, Chengdu 610041, China2) Center for Analysis and Prediction, State Seismological Bureau, Beijing 100036, China3) Observation Center for Prediction of Earthquakes and Volcanic Eruptions, Faculty of Sciences, Tohoku University, Sendai 98077, Japan 展开更多
关键词 seismic wave real time processing realtime waveform display AR model the Akaike′s information criteria (AIC)
在线阅读 下载PDF
A Numerical Model of Coastal Processes of Sand Beaches Based on Long-Term Wave Series
11
作者 Zhang Changkuan, Wang Zhen and Zhang Dongsheng Associate Professor, Dept. of Navigation and Ocean Engineering, Hohai University, Nanjing 210024 Lecturer, Dept. of Navigation and Ocean Engineering, Hohai University, Nanjing 210024 Professor, Dept. of Navigation and Ocean Engineering, Hohai University, Nanjing 210024 《China Ocean Engineering》 SCIE EI 1995年第2期139-148,共10页
A numerical model of shoreline change of sand beaches based on long-term field wave data is proposed, the explicit and implicit finite difference forms of the model are described, and an application of the model is pr... A numerical model of shoreline change of sand beaches based on long-term field wave data is proposed, the explicit and implicit finite difference forms of the model are described, and an application of the model is presented. Results of the application indicate that the model is sensitive to the order of the input wave data, and that the effects of long-term wave series and the effects of the mean annual wave conditions on the model are different. Instead of a single wave condition, the wave series will make the calibration and the verification of the model more practical and the results of the model more reasonable. 展开更多
关键词 sand beach coastal process numerical model wave series
在线阅读 下载PDF
ASYMPTOTICS OF THE SOLUTIONS TO STOCHASTIC WAVE EQUATIONS DRIVEN BY A NON-GAUSSIAN LéVY PROCESS
12
作者 Yiming JIANG Suxin WANG Xingchun WANG 《Acta Mathematica Scientia》 SCIE CSCD 2019年第3期731-746,共16页
In this article, we consider the long time behavior of the solutions to stochastic wave equations driven by a non-Gaussian Lévy process. We shall prove that under some appropriate conditions, the exponential stab... In this article, we consider the long time behavior of the solutions to stochastic wave equations driven by a non-Gaussian Lévy process. We shall prove that under some appropriate conditions, the exponential stability of the solutions holds. Finally, we give two examples to illustrate our results. 展开更多
关键词 Stochastic wave equations non-Gaussian Lévy processes exponential stability second moment stability
在线阅读 下载PDF
Data Analysis Methods and Signal Processing Techniques in Gravitational Wave Detection
13
作者 Bojun Yan 《Journal of Applied Mathematics and Physics》 2024年第11期3774-3783,共10页
Gravitational wave detection is one of the most cutting-edge research areas in modern physics, with its success relying on advanced data analysis and signal processing techniques. This study provides a comprehensive r... Gravitational wave detection is one of the most cutting-edge research areas in modern physics, with its success relying on advanced data analysis and signal processing techniques. This study provides a comprehensive review of data analysis methods and signal processing techniques in gravitational wave detection. The research begins by introducing the characteristics of gravitational wave signals and the challenges faced in their detection, such as extremely low signal-to-noise ratios and complex noise backgrounds. It then systematically analyzes the application of time-frequency analysis methods in extracting transient gravitational wave signals, including wavelet transforms and Hilbert-Huang transforms. The study focuses on discussing the crucial role of matched filtering techniques in improving signal detection sensitivity and explores strategies for template bank optimization. Additionally, the research evaluates the potential of machine learning algorithms, especially deep learning networks, in rapidly identifying and classifying gravitational wave events. The study also analyzes the application of Bayesian inference methods in parameter estimation and model selection, as well as their advantages in handling uncertainties. However, the research also points out the challenges faced by current technologies, such as dealing with non-Gaussian noise and improving computational efficiency. To address these issues, the study proposes a hybrid analysis framework combining physical models and data-driven methods. Finally, the research looks ahead to the potential applications of quantum computing in future gravitational wave data analysis. This study provides a comprehensive theoretical foundation for the optimization and innovation of gravitational wave data analysis methods, contributing to the advancement of gravitational wave astronomy. 展开更多
关键词 Gravitational wave Detection Data Analysis Signal processing Matched Filtering Machine Learning
在线阅读 下载PDF
High-Resolution Broadband Millimeter-Wave Astrophysical Spectrometer with Triple Product Acousto-Optical Processor 被引量:1
14
作者 Miguel Chavez Dagostino Alexandre S. Shcherbakov +1 位作者 Adan Omar Arellanes Vahram Chavushyan 《International Journal of Astronomy and Astrophysics》 2013年第4期421-430,共10页
An advanced conceptual design of a high-bit-rate triple product acousto-optical processor is presented that can be applied in a number of astrophysical problems. We briefly describe the Large Millimeter Telescope as o... An advanced conceptual design of a high-bit-rate triple product acousto-optical processor is presented that can be applied in a number of astrophysical problems. We briefly describe the Large Millimeter Telescope as one of the potential observational infrastructures where the acousto-optical spectrometer can be successfully used. A summary on the study of molecular gas in relatively old (age > 10 Myr) disks around main sequence stars is provided. We have identified this as one of the science cases in which the proposed processor can have a big impact. Then we put forward triple product acousto-optical processor is able to realize algorithm of the space-and-time integrating, which is desirable for a wideband spectrum analysis of radio-wave signals with an improved resolution providing the resolution power of about 105 - 106. It includes 1D-acousto-optic cells as the input devices for a 2D-optical data processing. The importance of this algorithm is based on exploiting the chirp Z-transform technique providing a 2D-Fourier transform of the input signals. The system produces the folded spectrum, accumulating advantages of both space and time integrating. Its frequency bandwidth is practically equal to the bandwidth of transducers inherent in acousto-optical cells. Then, similar processor is able to provide really high frequency resolution, which is practically equal to the reciprocal of the CCD-matrix photo-detector integration time. Here, the current state of developing the triple product acousto-optical processor in frames of the astrophysical instrumentation is shortly discussed. 展开更多
关键词 Astrophysical Instrumentation Radio-Astronomy MILLIMETER-wave SPECTROMETER Space-and-Time Integrating Acousto-Optical Devices Optical processing System
暂未订购
震源-盆地-结构整体物理模型地震模拟:FK-SE-FE方法 被引量:1
15
作者 吴孟桃 王斌 +2 位作者 巴振宁 戴靠山 梁建文 《振动工程学报》 北大核心 2026年第1期167-179,共13页
震源特性、传播路径和场地条件是影响地震动的关键因素,相关研究为结构抗震设计提供基础。本文针对考虑震源-路径-场地效应的工程结构地震响应进行模拟,建立了FK-SE-FE强耦合方法。该方法充分融合了频率-波数域(FK)技术半解析求解内源... 震源特性、传播路径和场地条件是影响地震动的关键因素,相关研究为结构抗震设计提供基础。本文针对考虑震源-路径-场地效应的工程结构地震响应进行模拟,建立了FK-SE-FE强耦合方法。该方法充分融合了频率-波数域(FK)技术半解析求解内源格林函数、谱元法(SEM)高效计算大尺度场地波动,以及有限元法(FEM)精细表征结构弹塑性行为的优势。通过“震源-场地”和“场地-结构”两方面的算例比较,验证了方法的正确性和精度。以美国SAC钢框架结构基准模型为实例,开展位错点源、沉积盆地和上部结构的地震模拟及其作用效应分析,重点探讨了有无沉积盆地和是否考虑土-结构相互作用对钢框架结构地震响应的影响。结果表明:与从模型底部直接输入加速度地震波的方案相比,考虑土-结构相互作用情况的结构顶层峰值响应显著降低;波传播过程中沉积盆地的存在显著增大了结构的整体地震响应和最大形变沿层高的分布,且结构开始振动时间明显延后。 展开更多
关键词 位错点源 盆地效应 结构基准模型 地震波传播 全过程模拟
在线阅读 下载PDF
基于水平剪切导波的对接焊缝无基准快速检测方法研究
16
作者 褚拯 李松茂 +2 位作者 王喜顺 苗鸿臣 康国政 《实验力学》 北大核心 2026年第1期51-60,共10页
对接焊缝广泛应用于各类工程结构中,对焊缝完整性进行有效检测是确保结构安全服役的重要前提。然而,目前广泛采用的超声体波检测法存在检测效率低、对检测人员技术水平依赖性强等问题,亟须发展一种更为高效的新型检测方法。沿焊缝传播的... 对接焊缝广泛应用于各类工程结构中,对焊缝完整性进行有效检测是确保结构安全服役的重要前提。然而,目前广泛采用的超声体波检测法存在检测效率低、对检测人员技术水平依赖性强等问题,亟须发展一种更为高效的新型检测方法。沿焊缝传播的类SH0波(零阶水平剪切波)被认为是实现对接焊缝高效检测的理想导波模态,然而,在应用于厚壁焊缝结构时,仍然面临着信噪比低、缺陷识别困难等挑战。为此,本文提出了一种无需参考基准信号即可实现对接焊缝高效检测的新方法。文中首先介绍了该检测方法的基本原理,随后通过有限元仿真展示了其具体实施流程,最后通过实验验证了该方法的有效性。结果表明,所提方法具有无需基准信号、检测效率高等优点,适用于大型结构中对接焊缝的快速检测。 展开更多
关键词 对接焊缝 导波 信号处理 无损检测
原文传递
5G-R网络切片部署及运维管理技术方案研究
17
作者 董从堂 丁建文 +2 位作者 孙斌 翟晗 王玮 《铁道通信信号》 2026年第3期15-23,共9页
为满足新一代铁路专用移动通信系统(5G-R)建设需求,针对典型运营场景与差异化业务需求带来的网络能力挑战,重点研究5G-R网络切片部署及运维管理技术。通过解析典型运营场景的业务特征,提出相应的网络切片部署方案:面向列车运行控制业务... 为满足新一代铁路专用移动通信系统(5G-R)建设需求,针对典型运营场景与差异化业务需求带来的网络能力挑战,重点研究5G-R网络切片部署及运维管理技术。通过解析典型运营场景的业务特征,提出相应的网络切片部署方案:面向列车运行控制业务,构建用户面隔离的切片部署方案;前瞻性探索毫米波基站场景下的高频段切片部署方案;针对地方铁路运营需求,设计核心网切片部署方案。在此基础上,基于网络切片管理的标准架构,构建“切片资源评估-切片开通-切片监控-服务等级协议保障”全生命周期的5G-R网络切片运维管理体系,完善5G-R运营支撑系统的理论架构,为实现铁路通信“按需服务、精准管控”的智能化转型提供关键技术支撑。 展开更多
关键词 铁路专用移动通信系统 网络切片 列车运行控制系统 毫米波 全流程运维管理
在线阅读 下载PDF
基于UG_WAVE技术的典型工艺的快速生成
18
作者 窦沙沙 夏建生 《现代制造工程》 CSCD 2008年第10期36-37,57,共3页
利用UG5.0软件的WAVE技术制作了典型零件的加工工艺模板,采用参数化驱动,可以快速地生成类似零件的各工艺模型及文件,从而大大提高工艺编制的速度,且为实现工艺的标准化、规范化奠定基础,为CAPP的实现提供了3D工艺模板。
关键词 计算机辅助工艺设计 wave 工艺模版 快速生成
在线阅读 下载PDF
基于CEEMDAN-IWT的冲击波压力信号降噪方法
19
作者 陈家辉 孔德仁 《振动.测试与诊断》 北大核心 2026年第1期32-40,214,共10页
针对实测爆炸冲击波信号中包含大量噪声信号,对试验结果分析及弹药爆炸毁伤威力评估造成一定影响等问题,提出了一种基于自适应噪声完备经验模态分解(complete ensemble empirical mode decomposition with adaptive noise,简称CEEMDAN)... 针对实测爆炸冲击波信号中包含大量噪声信号,对试验结果分析及弹药爆炸毁伤威力评估造成一定影响等问题,提出了一种基于自适应噪声完备经验模态分解(complete ensemble empirical mode decomposition with adaptive noise,简称CEEMDAN)和改进的小波阈值(improved wavelet threshold,简称IWT)的冲击波信号联合降噪方法。首先,将待处理信号通过CEEMDAN进行模态分解,得到系列本征模态分量(intrinsic mode functions,简称IMFs);其次,对传统的小波阈值方法进行改进,通过计算各分量每层分解并重构后的信号信噪比(signal noise ratio,简称SNR),定量确定最佳分解层数以提高降噪精度;然后,利用IWT对含噪的IMFs进行阈值降噪处理并重构,进而实现信号降噪;最后,对CEEMDAN-IWT方法的降噪性能开展相关试验验证。研究结果表明:相比于经验模态分解(empirical mode decomposition,简称EMD)、小波阈值、CEEMDAN等方法,采用CEEMDAN-IWT方法降噪后,信号信噪比分别提高了32.18、6.85和22.19 dB,且均方根误差最低;降噪前后冲击波正压作用时间与比冲量的最大相对偏差分别为1.31%和0.86%,峰值上升最大滞后时间为0.002 ms,各表征参量在降噪前后的偏差值明显低于其他降噪方法。可见,CEEMDAN-IWT方法在有效去除噪声信号的同时,能够最大程度地保留原始信号特征信息,降噪效果优于其他降噪方法,其计算效率可满足工程测试中对批量数据的处理要求。 展开更多
关键词 信号处理 冲击波 完全自适应噪声集合经验模态分解 改进的小波阈值
在线阅读 下载PDF
基于毫米波雷达的生猪呼吸频率检测方法
20
作者 介邓飞 王杨 +2 位作者 姜朋辉 李天乐 何金成 《南方农业学报》 北大核心 2026年第2期329-339,共11页
【目的】建立基于毫米波雷达结合深度学习的非接触式生猪呼吸频率检测方法,为生猪规模化养殖提供智能化、精细化的健康监测方案,提升养殖效率及降低发病风险,推动畜牧业现代化管理的发展进程。【方法】以AWR1843BOOST雷达采集生猪呼吸... 【目的】建立基于毫米波雷达结合深度学习的非接触式生猪呼吸频率检测方法,为生猪规模化养殖提供智能化、精细化的健康监测方案,提升养殖效率及降低发病风险,推动畜牧业现代化管理的发展进程。【方法】以AWR1843BOOST雷达采集生猪呼吸雷达数据,针对多径与噪声干扰设计双对齐校准(DACM)算法进行相位对齐与解卷绕,并通过卡尔曼滤波实现信号去噪与平滑跟踪;随后构建以EfficientNetV1模型为骨干,融合CBAM模块与DilatedConv模块,并引入轻量级Transformer模块,实现局部多尺度特征与全局依赖的高效融合,最终通过全局平均池化和全连接层输出呼吸频率预测值。【结果】相对于MobileNetV3模型和ResNet1D模型,EfficientNet-CBAM-Transformer模型具有更优的预测效果,在验证集上的平均绝对误差(MAE)为1.06 bpm、平均绝对百分比误差(MAPE)为1.33 bpm、均方根误差(RMSE)为5.5%、决定系数(R^(2))为0.91,与原始的EfficientNetV1模型相比,MAE、RMSE、MAPE分别降低了31.17%、28.49%和29.49%,而R^(2)提升了7.06%。EfficientNet-CBAM-Transformer模型通过自动搜索,同时对网络深度、宽度和输入分辨率进行统一缩放,能在相同运算下获得更优的特征表达能力。EfficientNet-CBAM-Transformer模型的预测结果更接近于真实值,拟合回归方程的R^(2)为0.86;真实值与预测值MAE大于1.00 bpm的样本减少至6组,较原始EfficientNetV1模型降低了50%,表明改进后的模型具有更优的检测精度。【结论】基于雷达回波数据建立的EfficientNet-CBAM-Transformer模型回归预测效果最优,其检测精度能满足实际生产对生猪呼吸频率检测的需求,为生猪健康的实时监测提供高效、非侵入式的智能化技术,也为便携式设备与在线智能化检测的后续开发提供了技术支撑。 展开更多
关键词 生猪 毫米波雷达 呼吸频率 信号处理 实时监测
在线阅读 下载PDF
上一页 1 2 97 下一页 到第
使用帮助 返回顶部