Qiao Shan, Jackson Edward, Coussios Constantin C, Cleveland Robin O
Institute of Biomedical Engineering, Department of Engineering, University of Oxford, Old Road Campus Research Building, Oxford, OX3 7DQ, United Kingdom.
J Acoust Soc Am. 2016 Sep;140(3):2039. doi: 10.1121/1.4962555.
Nonlinear acoustics plays an important role in both diagnostic and therapeutic applications of biomedical ultrasound and a number of research and commercial software packages are available. In this manuscript, predictions of two solvers available in a commercial software package, pzflex, one using the finite-element-method (FEM) and the other a pseudo-spectral method, spectralflex, are compared with measurements and the Khokhlov-Zabolotskaya-Kuznetsov (KZK) Texas code (a finite-difference time-domain algorithm). The pzflex methods solve the continuity equation, momentum equation and equation of state where they account for nonlinearity to second order whereas the KZK code solves a nonlinear wave equation with a paraxial approximation for diffraction. Measurements of the field from a single element 3.3 MHz focused transducer were compared with the simulations and there was good agreement for the fundamental frequency and the harmonics; however the FEM pzflex solver incurred a high computational cost to achieve equivalent accuracy. In addition, pzflex results exhibited non-physical oscillations in the spatial distribution of harmonics when the amplitudes were relatively low. It was found that spectralflex was able to accurately capture the nonlinear fields at reasonable computational cost. These results emphasize the need to benchmark nonlinear simulations before using codes as predictive tools.
非线性声学在生物医学超声的诊断和治疗应用中都发挥着重要作用,并且有许多研究和商业软件包可供使用。在本手稿中,将商业软件包pzflex中可用的两种求解器的预测结果进行了比较,一种使用有限元方法(FEM),另一种是伪谱方法spectralflex,同时与测量结果以及霍克洛 - 扎博洛茨卡娅 - 库兹涅佐夫(KZK)德州代码(一种时域有限差分算法)进行比较。pzflex方法求解连续性方程、动量方程和状态方程,其中考虑到二阶非线性,而KZK代码求解具有傍轴近似衍射的非线性波动方程。将单个3.3MHz聚焦换能器的场测量结果与模拟结果进行比较,基频和谐波方面有很好的一致性;然而,FEM pzflex求解器为达到等效精度付出了高昂的计算成本。此外,当幅度相对较低时,pzflex结果在谐波的空间分布中表现出非物理振荡。研究发现,spectralflex能够以合理的计算成本准确捕捉非线性场。这些结果强调了在将代码用作预测工具之前对非线性模拟进行基准测试的必要性。