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Study of the influence factors on the accuracy of sound field reconstruction based on wave superposition method

机译:基于波形叠加法的声场重建精度影响因素研究

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Wave superposition method is a numerical method for sound field reconstruction, which can be applied in sound source identification and fault diagnosis. This study aims to obtain some guidelines to increase the reconstruction accuracy. A number of influence factors are analyzed through theoretical analysis and numerical simulation, including equivalent sources, measurement array, reconstruction distance and regularization methods. Results show that the distribution of the equivalent sources has a great impact on the reconstruction accuracy. The equivalent sources should be collocated interior to the radiator. It's better that the equivalent source surface conforms to the radiator's surface, while the measurement array doesn't need to be conformal to the radiator's surface. Relatively, the reconstruction distance has a little influence on the reconstruction accuracy. At last, four different regularization methods together with two regularization parameter selection approaches are combined with wave superposition method to solve the ill-posed problem. Comparative results indicate that Tikhonov and truncate singular value decomposition regularization methods work well with wave superposition method. In sum, these conclusions are useful to get higher reconstruction accuracy and consequently help wave superposition method become an effective fault diagnosis tool.
机译:波形叠加方法是声场重建的数值方法,可以应用于声源识别和故障诊断。本研究旨在获得提高重建准确性的一些指导方针。通过理论分析和数值模拟分析了许多影响因素,包括等效源,测量阵列,重建距离和正则化方法。结果表明,相当源的分布对重建准确性有很大影响。等效源应与散热器的搭配内部。相应的源表面符合散热器表面更好,而测量阵列不需要对散热器的表面共形。相对而言,重建距离对重建准确性有点影响。最后,四种不同的正则化方法与两个正则化参数选择方法一起与波叠加方法相结合,以解决不存在的问题。比较结果表明,Tikhonov和Truncate奇异值分解正规化方法用波浪叠加法工作很好。总之,这些结论可用于获得更高的重建精度,因此有助于波浪叠加方法成为一种有效的故障诊断工具。

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