模态测试和有限元更新喷雾器弹杆架的模态测试和有限元更新
Qi Chen1, Shaohao Zhou1, Yuanfeng Xiao1
1College of Mechanical and Electrical Engineering, Sichuan Agricultural University, Ya'an, 625014, China.
Scientific reports
|October 1, 2024
概括
这项研究通过减少有限元模型和现实世界测试之间的错误来增强喷雾器弹杆托架模拟. 先进的方法提高了准确性,使结构分析更可靠和更具成本效益.
科学领域:
- 农业工程 农业工程
- 机械工程 机械工程
- 计算力学 计算力学 计算力学
背景情况:
- 有限元模型 (FEM) 经常显示与实际结构行为的差异.
- 精确的动态特征对于喷雾器弹杆架设计和优化至关重要.
- 减少模拟错误可以降低物理测试成本,改善设计决策.
研究的目的:
- 为了提高喷雾器弹杆托架有限元模型的精度.
- 为了提高动态特征模拟的可信度.
- 为了最大限度地减少模拟和实验结果之间的误差.
主要方法:
- 进行了模态实验,以获得基线动态参数.
- 使用Ansys Workbench 18.0.0进行了有限元分析.
- 基于Kriging的响应表面建模和多目标遗传算法 (MOGA) 用于模型更新.
- 使用灵敏度分析进一步细化模型参数.
主要成果:
- 与实验数据相比,初始FEM显示最大相对误差为11.93%.
- 响应表面方法将最大相对误差降低到4.6%.
- 灵敏度分析结果显示,最大相对误差为4.96%.
- 更新后的FEM实现了在工程允许范围内的错误.
结论:
- 开发的方法显著提高了喷雾器杆托架有限元模型的精度.
- 响应表面方法在减少错误方面被证明比灵敏度分析更有效.
- 更新的模型提供可靠的动态特性,支持知情设计优化和降低成本.
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