存在不确定性的结构电池响应数值分析

IF 0.6 Q3 ENGINEERING, MULTIDISCIPLINARY
Syahiir Kamil, Mohamad Syazwan Zafwan Mohamad Suffian, Ahmad Kamal Ariffin, Abdul Hadi Azman
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引用次数: 0

摘要

为了进一步减少对石油的依赖和世界污染,人们对在汽车部件中嵌入电池(如锂聚合物电池)越来越感兴趣。结构电池的实施被认为是下一代混合动力和电动汽车的下一个有前途的方法。拟议的研究致力于对各种参数下的结构电池行为进行不确定性分析。为了帮助进行分析,使用 Visual Basic 成功开发了一种基于消除方法的专用算法,用于解决不确定参数下的数值问题。采用具有线性弹性行为的恒应变三角形元素作为结构模型,以简化模型。材料属性和载荷的不确定性被模拟为模糊随机变量。在评估不确定性参数的影响时,使用了区间蒙特卡罗模拟和区间有限元法来计算结构行为的边界。通过比较区间蒙特卡罗仿真和确定性仿真的结果来评估不确定性因素影响的重要性。结果表明,如果考虑到不确定性参数,根据确定性参数可认为安全的结构电池可能不安全。所提出的方法可以检测到通过确定性方法不一定能检测到的结果。通过得出更广泛的结果,可以进一步预防和考虑避免灾难性事件的发生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Numerical Analysis of Structural Batteries Response with the Presence of Uncertainty
In order to further reduce oil dependence and world pollution, there’s growing interest in embedding batteries such as Li-Po batteries within vehicle components. The implementation of structural batteries is believed to be the next promising approach for next-generation hybrid and electric vehicles. The proposed research is devoted to the uncertainty analysis of structural battery behavior under various parameters. To help with the analysis, a dedicated algorithm based on an elimination approach to solve numerical problems with uncertain parameters is successfully developed using Visual Basic. The Constant Strain Triangle element with linear elastic behavior is used as a structural model to simplify the model. Uncertainty of the material properties and loading are modeled as Fuzzy Random Variables. In evaluating the influence of the uncertainty parameters, Interval Monte Carlo Simulation and the interval finite element method are used to compute the bounds of the structure behavior. Simulation results between the Interval Monte Carlo and Deterministic are compared to evaluate the significance of the uncertainty factor influences. It is shown that the structural batteries that can be considered safe based on deterministic parameters may be unsafe if the uncertainty parameters are considered. The proposed approach could detect the results that are not necessarily detected through deterministic means. By producing a broader result, further prevention and consideration can be made to avoid catastrophic events.
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来源期刊
Jurnal Kejuruteraan
Jurnal Kejuruteraan ENGINEERING, MULTIDISCIPLINARY-
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16.70%
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审稿时长
24 weeks
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