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基于响应面法和有限元法的飞机发动机机体钻孔变形建模研究

A Study of the Response Surface Methodology and Finite Element Method to Model Aircraft Engine Body Deformations During Hole Drilling.

作者信息

Matras Andrzej, Machno Magdalena

机构信息

Department of Production Engineering, Faculty of Mechanical Engineering, Cracow University of Technology, 31-155 Cracow, Poland.

Department of Rail Vehicles and Transport, Faculty of Mechanical Engineering, Cracow University of Technology, 31-155 Cracow, Poland.

出版信息

Materials (Basel). 2024 Dec 19;17(24):6214. doi: 10.3390/ma17246214.

DOI:10.3390/ma17246214
PMID:39769814
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11678498/
Abstract

The aviation industry is still looking for effective manufacturing methods. Currently, the challenge is still the machining of shapes in thin-walled materials. This work focuses on the analysis of the influence of these parameters on deformations during the drilling process of holes in the adapters of aircraft engine body accessories. The drilling process was carried out in the thin-walled superalloy Inconel 718, which is classified as a difficult-to-machine material. During the analyses, experimental studies based on the Response Surface Method (RSM) and finite element method (FEM) calculations were carried out simultaneously. The aim of this work was to analyze the developed mathematical models describing nonlinear relationships between cutting parameters, cutting forces, and deformations of the aircraft engine body characterized by a complex, thin-walled geometric structure. By using the proposed solutions, it is possible to achieve integration between the techniques of conducting research, performing calculations using FEM, and designing the machining. The advantage of this comprehensive approach used in our work is the development of mathematical models that strongly fit the results of the research. The results of analyses and calculations presented in the article and the research methodology used can be applied to industrial conditions.

摘要

航空工业仍在寻找有效的制造方法。目前,挑战依然是薄壁材料中形状的加工。这项工作聚焦于分析这些参数对飞机发动机机体附件转接器上钻孔过程中变形的影响。钻孔过程是在薄壁高温合金因科镍合金718上进行的,该材料被归类为难加工材料。在分析过程中,同时开展了基于响应面法(RSM)的实验研究和有限元法(FEM)计算。这项工作的目的是分析所建立的数学模型,该模型描述了切削参数、切削力与具有复杂薄壁几何结构的飞机发动机机体变形之间的非线性关系。通过使用所提出的解决方案,能够实现研究技术、使用有限元法进行计算以及加工设计之间的整合。我们工作中所采用的这种综合方法的优点是开发出了与研究结果高度契合的数学模型。本文给出的分析和计算结果以及所使用的研究方法可应用于工业生产条件。

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本文引用的文献

1
Understanding the Effect of Drilling Parameters on Hole Quality of Fiber-Reinforced Polymer Structures.理解钻孔参数对纤维增强聚合物结构孔质量的影响。
Polymers (Basel). 2024 Aug 21;16(16):2370. doi: 10.3390/polym16162370.
2
Modelling and Analysis of the Effect of EDM-Drilling Parameters on the Machining Performance of Inconel 718 Using the RSM and ANNs Methods.基于响应曲面法和人工神经网络方法对电火花加工参数对Inconel 718加工性能影响的建模与分析
Materials (Basel). 2022 Feb 2;15(3):1152. doi: 10.3390/ma15031152.