精密研磨工艺的选择方面 优化优化
Wojciech Kacalak1, Dariusz Lipiński1, Filip Szafraniec1
1Faculty of Mechanical Engineering, Koszalin University of Technology, Racławicka 15, 75-620 Koszalin, Poland.
Materials (Basel, Switzerland)
|April 9, 2024
概括
这项研究通过考虑概率特征和参数分散来优化研磨过程. 整合工具寿命和干扰效应可以提高研磨效率和成本效益.
科学领域:
- 制造业 工程 制造工程
- 工业工程 工业工程 工业工程
- 材料科学 材料科学 材料科学
背景情况:
- 研磨过程表现出固有的概率特征,导致显著的数据分散.
- 研究,数据提取和有限数据的不确定性阻碍了模拟和回归模型在优化中的准确性.
- 确定磨削工具的耐用性对于有效的研磨过程优化至关重要.
研究的目的:
- 在优化中解决研磨过程的概率性质.
- 分析和定义磨削工具使用寿命的方法,考虑参数分散.
- 将干扰效应纳入研磨效率和成本模型.
主要方法:
- 对影响研磨工艺优化的特征概率特征的分析.
- 在模拟和回归建模中调查不确定性来源.
- 在参数分散下确定磨料工具寿命的方法的开发.
- 在研磨效率和成本关系中包括干扰效应.
主要成果:
- 确定了影响研磨优化目标和局限性的关键概率特征.
- 突出了与建模中的数据质量和数量相关的挑战.
- 定义控制参数可变性的工具寿命的既定方法.
- 量化了概率优化对研磨效率和成本的好处.
结论:
- 优化研磨工艺需要明确考虑其概率性质.
- 准确的工具寿命评估,考虑到参数分散,对于高效的研磨至关重要.
- 整合概率方法可以提高研磨效率并降低成本.
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