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基于时频-小波分析的压气机失速先兆研究 被引量:2
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作者 吕建伟 李军 《燃气涡轮试验与研究》 2004年第1期29-32,共4页
采用时频-小波分析法对某型发动机的八级轴流压气机级间压力信号的失速先兆及发展信息进行了分析,检验了失速时刻信号的奇异值。结果表明,在失速前的阶段,不同的频率段表现出不同的失速先兆成分。
关键词 时频-小波分析 压气机 失速先兆 数据采集 发动机
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矿用对旋风机失速信号特征的诊断与分析
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作者 陈庆光 邢振想 +1 位作者 姜忠瑞 张永超 《煤炭工程》 北大核心 2022年第3期171-176,共6页
为探究对旋风机失速流动信号的瞬态特征,将对流场信号的瞬时特征具有良好辨识能力的小波分析法引入到对旋风机失速特征的分析中,提出一种FFT技术与小波-时频分析相结合的失速诊断方法。首先,基于出口节流阀模型,对小流量失速工况下对旋... 为探究对旋风机失速流动信号的瞬态特征,将对流场信号的瞬时特征具有良好辨识能力的小波分析法引入到对旋风机失速特征的分析中,提出一种FFT技术与小波-时频分析相结合的失速诊断方法。首先,基于出口节流阀模型,对小流量失速工况下对旋风机内部的三维非定常流动进行数值模拟与分析;然后,利用所提出的失速诊断方法,对对旋风机在失速发生时流场中的静压信号进行处理和分析。结果表明:对旋风机在10个旋转周期后进入失速状态,伴随着前缘溢流与尾缘反流的出现而发生。另外,FFT技术从频域角度确定出失速特征表现为70Hz及140Hz频率分量的出现,而小波-时频分析从时频角度发现对旋风机在第10个旋转周期开始出现70Hz及140Hz频率分量,证明了所提出的方法对对旋风机失速流动特征具有较好的诊断分析能力。 展开更多
关键词 对旋主通风机 失速流动 数值模拟 快速傅里叶变换 小波-时频分析
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Freak wave simulation based on nonlinear model and the research on the time-frequency energy spectrum of simulation results
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作者 崔成 张宁川 李靖波 《Marine Science Bulletin》 CAS 2011年第1期25-39,共15页
VOF (volume of fluid) method has been used to make the numerical simulation of freak wave come true. The comparisons between the numerical results and linear theoretical results corresponding to Eq.(5) have been c... VOF (volume of fluid) method has been used to make the numerical simulation of freak wave come true. The comparisons between the numerical results and linear theoretical results corresponding to Eq.(5) have been carried out to show that the numerical results have a better exhibition of nonlinear characteristics. Wavelet analysis method has been adopted to investigate the time-frequency energy spectrum of simulation freak waves and the results reveal strong nonlinear interaction enables energy to be transferred to high harmonics during the progress of its formation. Varying water depth can enhance the nonlinear interaction, making much more energy be transferred to high harmonics and freak waves with higher asymmetry be generated. 展开更多
关键词 freak wave numerical simulation wavelet analysis varying water depthtime-frequency energy spectrum
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The Simulation and Characteristic Study of Wind Velocity for Long-Span Structures
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作者 周岱 马骏 +1 位作者 吴筑海 陈思 《Journal of Shanghai Jiaotong university(Science)》 EI 2004年第4期41-46,共6页
The new technique that combines wave superposition with the fast Fourier transformation was introduced to simulate the nodal three-dimension relevant wind velocity time series of spatial structures. The wind velocity ... The new technique that combines wave superposition with the fast Fourier transformation was introduced to simulate the nodal three-dimension relevant wind velocity time series of spatial structures. The wind velocity field where the spatial structure is located is assumed to be homogeneous. The wind’s power spectral density is divided into frequency spectral function and coherency function and the spectral functions are transformed as the superposition coefficients. The wavelet analysis has excellent localized characters in both time and frequency domains, which not only makes wind velocity time series analysis more accurate, but also can focus on any detail of the objective signal series. The discrete wavelet transformation was adopted to decompose and reconstruct the discrete wind velocity time series. The stability of wavelet analysis for the wind velocity time series was also proved. 展开更多
关键词 spatial structure wind velocity simulation wavelet analysis wave superposition time-frequency analysis
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A quantitative analysis method for GPR signals based on optimal biorthogonal wavelet 被引量:6
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作者 LIU Hao-ran LING Tong-hua +2 位作者 LI Di-yuan HUANG Fu ZHANG Liang 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第4期879-891,共13页
Due to the disturbances arising from the coherence of reflected waves and from echo noise,problems such as limitations,instability and poor accuracy exist with the current quantitative analysis methods.According to th... Due to the disturbances arising from the coherence of reflected waves and from echo noise,problems such as limitations,instability and poor accuracy exist with the current quantitative analysis methods.According to the intrinsic features of GPR signals and wavelet time–frequency analysis,an optimal wavelet basis named GPR3.3 wavelet is constructed via an improved biorthogonal wavelet construction method to quantitatively analyse the GPR signal.A new quantitative analysis method based on the biorthogonal wavelet(the QAGBW method)is proposed and applied in the analysis of analogue and measured signals.The results show that compared with the Bayesian frequency-domain blind deconvolution and with existing wavelet bases,the QAGBW method based on optimal wavelet can limit the disturbance from factors such as the coherence of reflected waves and echo noise,improve the quantitative analytical precision of the GPR signal,and match the minimum thickness for quantitative analysis with the vertical resolution of GPR detection. 展开更多
关键词 GPR detection signal quantitative analysis wavelet time–frequency analysis biorthogonal wavelet basis
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