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An efficient analysis and optimization method for the powertrain mounting system with hybrid random and interval uncertainties

机译:具有混合随机和间隔不确定性的动力总成安装系统的有效分析和优化方法

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In the traditional uncertainty-based analyses and optimizations of the automotive powertrain mounting system (PMS), uncertain parameters are usually treated as either random variables or interval variables. In this article, an efficient analysis and optimization method is proposed for PMS designs with hybrid random and interval uncertainties. An efficient analysis method, named the hybrid perturbation-finite difference method (HPFDM), is first derived to calculate the uncertain responses of the natural frequencies (NFs) and the decoupling ratios (DRs) of the PMS. Then, an optimization model of the PMS with hybrid uncertainties is established based on the HPFDM, where the uncertain responses of the relevant NFs and DRs are taken to create optimization constraints and optimization objectives. With the aid of the HPFDM, the nested optimization model can be solved efficiently. Finally, a numerical example is presented to demonstrate the effectiveness of the proposed method.
机译:在传统的基于不确定性的分析和汽车动力总成安装系统(PMS)的优化中,不确定参数通常被视为随机变量或间隔变量。 在本文中,提出了有效的分析和优化方法,用于PMS设计,具有混合随机和间隔不确定性。 首先导出命名为混合扰动有限差分方法(HPFDM)的有效分析方法,以计算PMS的天然频率(NFS)和去耦比(DRS)的不确定响应。 然后,基于HPFDM建立了具有混合不确定性的PM的优化模型,其中相关NFS和DRS的不确定响应以创建优化约束和优化目标。 借助HPFDM,可以有效地解决嵌套优化模型。 最后,提出了一个数值示例以证明所提出的方法的有效性。

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