高级检索+

基于声学方法的喷嘴流量估计

Nozzle Flow Estimation Based on Acoustic Method

  • 摘要: 为了研究喷嘴喷雾状态时的声音与流量之间的关系,利用声音信号采集系统收集喷嘴喷雾时的声音,对收集到的声音信号进行快速傅里叶变换(FFT),计算功率谱密度(PSD)及带内功率,进行流量与声学信号之间的相关性分析。结果表明:喷嘴位于圆盘阵列圆心正前方6cm位置时所得声音数据噪声最小,确定为最佳位置。最后,通过曲线拟合工具箱,建立了归一化带内功率能量与喷嘴流量拟合曲线,其误差平方和SSE为0.865,拟合标准差RMSE为0.93,表明了基于声学信号准确估计喷嘴流速的可行性。

     

    Abstract: In order to study the relationship between the sound and the flow rate of the nozzle spray state, the sound signal collection system is used to collect the sound of the nozzle spray, the Fast Fourier Transform(FFT) is performed on the collected sound signal, and the Power Spectral Density(PSD) is calculated, calculate the in-band power, and analyze the correlation between the flow rate and the acoustic signal, and finally get: The nozzle is located at a position 6 cm directly in front of the center of the disc array, and the resulting noise of the sound data is determined to be the optimal position with the smallest noise. Afterwards, through the curve fitting toolbox, a normalized fitting curve of power energy and nozzle flow was established. The Sum of Squared Errors(SSE)was 0.865, and the standard deviation Root Mean Square Error(RMSE)was 0.93. These results demonstrate the feasibility of accurately estimating the nozzle flow rate based on acoustic signals.

     

/

返回文章
返回