Experimental study and load control of concentric electromagnetic damper under intensive impact load

阻尼器 控制理论(社会学) 非线性系统 拉丁超立方体抽样 灵敏度(控制系统) 平坦度(宇宙学) 还原(数学) 替代模型 同心的 结构工程 有限元法 扭矩 理论(学习稳定性) 执行机构 工程类 减震器 电磁线圈 计算机科学 多项式的 多项式回归 数学 优化设计 阻尼转矩 Sobol序列 遗传算法 非线性回归 二次方程 曲线拟合 联轴节(管道) 非线性规划
作者
Longchun Tao,N. Liu,Dong Yu,Sheng Ruan,Mengxi Ma
出处
期刊:International Journal of Applied Electromagnetics and Mechanics [IOS Press]
标识
DOI:10.1177/13835416261433383
摘要

Background: Conventional electromagnetic dampers impose a bias torque on artillery systems, which adversely affects system stability and performance. Objective: This study aims to propose a novel concentric electromagnetic damper (C-EMD). Based on the principle of electromagnetic induction, it achieves efficient braking to effectively eliminate the aforementioned bias torque effect. Methods: First, a nonlinear dynamic model of the C-EMD was established through theoretical analysis, finite element simulations, and impact experiments. This model was used to analyze the mechanism by which magnetic flux density affects damping performance and the parameter influence patterns. Subsequently, parameter sensitivity analysis was conducted using Optimal Latin Hypercube Design (OLHD) and polynomial regression methods. Finally, a surrogate model based on elliptic basis neural networks was developed, and multi-objective optimization was performed by integrating multi-island genetic algorithms with nonlinear programming by quadratic lagrangian. Results: Modeling analysis revealed that the resultant resistance curve exhibits a saddle-shaped profile with a concave center and elevated ends. Parameter sensitivity analysis results showed that liner thickness and air gap thickness have the most significant impact on performance (contributions >26%), while the influence of outer tube thickness is minimal (only 0.83%). Post-optimization results demonstrated: a reduction in resultant resistance curve flatness to 1.42, an increase in fill ratio to 89.86%, a 4.63% decrease in maximum displacement, and near-complete elimination of the saddle-shaped characteristics. Conclusions: This research provides an innovative solution for enhancing electromagnetic damper performance, with significant practical implications.
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