液-圆角加速度计流体系统质量-弹簧-阻尼器模型的粒子群优化

H. Fu, Meiling Wang, Siyuan Cheng, Tong Liu, Xuan Xiao, M. Fu
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引用次数: 0

摘要

本文提出了液体-圆角加速度计(LCAA)中流体系统的优化质量-弹簧-阻尼器(MSD)模型。采用粒子群优化方法确定了MSD模型中弹簧刚度和阻尼系数等参数。仿真结果表明,该模型与瞬态流动模型具有良好的一致性,该模型的有效性得到了验证。通过仿真分析了管半径和管截面积等结构因素对LCAA性能的影响,并通过样机进行了实验验证。所得结论可用于结构优化设计。最后,利用粒子群优化的MSD模型可以有效地预测流体系统的频率响应。
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Mass-Spring-Damper Model Optimized with PSO of the Fluidic System in Liquid-Circular Angular Accelerometer
This paper presents an optimized mass-spring-damper (MSD) model of the fluidic system in liquid-circular angular accelerometer (LCAA). The particle swarm optimization (PSO) is implemented to determine the parameters including stiffness of spring and damping coefficient in MSD model. The simulation results indicate that the proposed model manifests favorable consistency with the transient flow model whose validity has been proved. The influences of structure factors of LCAA, including radius of the tube and cross-sectional area of the tube, are analyzed in simulations, which are then verified by prototypes in experiments. The conclusions are used for structural optimum design. Eventually, the MSD model optimized with PSO is proved to be effective to predict frequency response of fluidic system.
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