IEEE Trans Ultrason Ferroelectr Freq Control. 2021 May;68(5):1546-1554. doi: 10.1109/TUFFC.2020.3040174. Epub 2021 Apr 26.
In order to effectively and flexibly control acoustic pattern, an efficient optimization design method of acoustic liquid lens (ALL) is developed by the frame of particle swarm optimization (PSO) algorithm. The ALL is composed of ethanol and dimethicone, and its parameters include ethanol concentration (EC), volume fraction of dimethicone (VFD), and total volume (TV). Based on the established finite element model and orthogonal design method, the data of acoustic pattern and ALL can be obtained by using COMSOL Multiphysics. Based on the simulation data, the neural network models are constructed to characterize the relationship between the parameters of ALL and the performance of acoustic pattern. The optimization design criteria of ALL are constructed based on the performance parameters of acoustic pattern, including focal distance (FD), transverse resolution (TR), and longitudinal resolution (LR). Based on the optimization criteria, the modified PSO algorithm is utilized to optimize the design parameters of ALL in the developed method. According to the desired FD, TR, and LR of acoustic pattern (20, 1, and 17 mm), the optimized EC, VFD, and TV of ALL are about 0.838, 0.165, and 164.4 [Formula: see text]. The performance parameters of acoustic pattern verified by simulation and experiments agree with the desired ones. In addition, using 6 MHz ultrasonic transducer with the optimized ALL, the ultrasonic imaging of tungsten wires and porcine eyeball further demonstrates the effectiveness and feasibility of the developed method.
为了灵活有效地控制声束图案,开发了一种基于粒子群优化(PSO)算法的高效声液透镜(ALL)优化设计方法。ALL 由乙醇和二甲硅油组成,其参数包括乙醇浓度(EC)、二甲硅油体积分数(VFD)和总体积(TV)。基于建立的有限元模型和正交设计方法,可使用 COMSOL Multiphysics 获得声束图案和 ALL 的数据。基于仿真数据,构建神经网络模型来描述 ALL 参数与声束图案性能之间的关系。根据声束图案的性能参数,构建了 ALL 的优化设计标准,包括焦距(FD)、横向分辨率(TR)和纵向分辨率(LR)。基于优化标准,在开发的方法中利用改进的 PSO 算法优化 ALL 的设计参数。根据所需的声束图案 FD、TR 和 LR(20、1 和 17 mm),ALL 的优化 EC、VFD 和 TV 约为 0.838、0.165 和 164.4 [公式:见正文]。通过仿真和实验验证的声束图案性能参数与期望的参数相符。此外,使用优化后的 ALL 和 6MHz 超声换能器,对钨丝和猪眼球进行了超声成像,进一步证明了所开发方法的有效性和可行性。