A Computational Framework for Predicting Vibrations in the Front-Loading Washing Machine Using Component-Level Experiments and Mathematical Modeling

IF 3.6 Q1 ENGINEERING, MECHANICAL
Dae-Guen Lim, Seok-Chan Kim, Min-Ho Pak
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Abstract

This study proposes a computational framework for developing a multibody dynamics (MBD) model to accurately predict the vibration behavior of front-loading washing machines. The framework integrates component-level experiments and mathematical modeling to characterize the dynamic behavior of key components, including the free-stroke damper, connecting bushing, and gasket, which significantly influence the machine's vibration. Simplified, yet precise, mathematical models were developed and validated against experimental data to represent these components' dynamic characteristics. The validated models were then integrated into a comprehensive MBD model of a front-loading washing machine. This model was further verified by comparing its predicted vibrations with experimental results obtained from actual washing machines. A parametric study assessed the model's accuracy under various unbalanced mass conditions and revolutions per minute ranges, which revealed that the model is capable of generalization across different operating scenarios. Although some errors remain in specific cases involving phase differences, the overall average error is 20.11%, with a standard deviation of 4.10%. These results demonstrate that the proposed framework effectively captures the vibration behavior of front-loading washing machines, offering a reliable tool for enhancing design and operational efficiency.

Abstract Image

基于部件级实验和数学建模的前装式洗衣机振动预测计算框架
本研究提出了一个计算框架,用于开发多体动力学(MBD)模型,以准确预测前装式洗衣机的振动行为。该框架集成了组件级实验和数学建模,以表征关键组件的动态行为,包括自由行程阻尼器、连接衬套和垫圈,这些组件对机器的振动有显著影响。建立了简化而精确的数学模型,并根据实验数据进行了验证,以表示这些部件的动态特性。然后将验证的模型集成到前装式洗衣机的综合MBD模型中。通过将预测的振动与实际洗衣机的实验结果进行比较,进一步验证了该模型的正确性。参数研究评估了模型在各种不平衡质量条件和每分钟转数范围下的准确性,结果表明该模型能够在不同的操作场景下进行推广。虽然在涉及相位差的具体情况下存在一定误差,但总体平均误差为20.11%,标准差为4.10%。这些结果表明,所提出的框架有效地捕获了前装式洗衣机的振动行为,为提高设计和运行效率提供了可靠的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
3.50
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