{"title":"柔性接触模式下复合材料曲面壳体部件机器人磨削的材料去除和工艺优化研究","authors":"Jian-wei Ma, Guang-ye Shi, Xiang-rui Zeng, Hui-teng Yan, Wei-nan Chen, Hang Yuan","doi":"10.1007/s40430-024-05162-9","DOIUrl":null,"url":null,"abstract":"<p>Composite material curved shell components are key parts of the new generation of high-speed aircraft and missile systems; grinding quality of these components directly affects service performance of the equipment. Optimizing processing process parameters with material removal depth and surface roughness as quality targets is an effective means to improve grinding quality. In this paper, flexible grinding disc is used to process such curved components; for this grinding method under flexible contact mode, deformation of the grinding tool is associated with actual geometric surface shape of the components, then a method for analysing deformation in grinding contact area is proposed combined with the compression physical characteristics of grinding tool, material removal depth prediction model is established based on this method, and processing path interval is optimized with the goal of uniform material removal. Surface roughness prediction model is obtained by conducting experiments and regression analysis, which can be combined with the material removal depth prediction model to achieve grinding quality prediction. In order to meet the actual processing quality requirements of achieving the target range of roughness, reducing material removal depth and improving machining efficiency, a multi-objective optimization method based on grey correlation analysis is proposed. Verification experiment results show that research of this article effectively achieves prediction of grinding quality and improvement of removal uniformity, optimal process parameter combination can reach material removal depth of 21.4 μm and surface roughness <i>Ra</i> of 1.31 μm, improves processing efficiency by 38.2%, improving the comprehensive grinding quality.</p>","PeriodicalId":17252,"journal":{"name":"Journal of The Brazilian Society of Mechanical Sciences and Engineering","volume":null,"pages":null},"PeriodicalIF":1.8000,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Study on material removal and process optimization of composite material curved shell components robot grinding under flexible contact mode\",\"authors\":\"Jian-wei Ma, Guang-ye Shi, Xiang-rui Zeng, Hui-teng Yan, Wei-nan Chen, Hang Yuan\",\"doi\":\"10.1007/s40430-024-05162-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Composite material curved shell components are key parts of the new generation of high-speed aircraft and missile systems; grinding quality of these components directly affects service performance of the equipment. Optimizing processing process parameters with material removal depth and surface roughness as quality targets is an effective means to improve grinding quality. In this paper, flexible grinding disc is used to process such curved components; for this grinding method under flexible contact mode, deformation of the grinding tool is associated with actual geometric surface shape of the components, then a method for analysing deformation in grinding contact area is proposed combined with the compression physical characteristics of grinding tool, material removal depth prediction model is established based on this method, and processing path interval is optimized with the goal of uniform material removal. Surface roughness prediction model is obtained by conducting experiments and regression analysis, which can be combined with the material removal depth prediction model to achieve grinding quality prediction. In order to meet the actual processing quality requirements of achieving the target range of roughness, reducing material removal depth and improving machining efficiency, a multi-objective optimization method based on grey correlation analysis is proposed. 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引用次数: 0
摘要
复合材料曲面壳体组件是新一代高速飞机和导弹系统的关键部件,其磨削质量直接影响到设备的服役性能。以材料去除深度和表面粗糙度为质量目标,优化加工工艺参数是提高磨削质量的有效手段。本文采用柔性磨盘加工此类曲面零件,针对这种柔性接触模式下的磨削方法,将磨具的变形与零件的实际几何表面形状联系起来,结合磨具的压缩物理特性,提出了一种分析磨削接触区变形的方法,并以此为基础建立了材料去除深度预测模型,以均匀的材料去除为目标优化了加工路径间隔。通过实验和回归分析得到表面粗糙度预测模型,结合材料去除深度预测模型实现磨削质量预测。为了满足达到粗糙度目标范围、降低材料去除深度、提高加工效率等实际加工质量要求,提出了一种基于灰色关联分析的多目标优化方法。验证实验结果表明,本文的研究有效地实现了磨削质量的预测和去除均匀性的改善,最优工艺参数组合可达到材料去除深度 21.4 μm,表面粗糙度 Ra 1.31 μm,提高加工效率 38.2%,提高了综合磨削质量。
Study on material removal and process optimization of composite material curved shell components robot grinding under flexible contact mode
Composite material curved shell components are key parts of the new generation of high-speed aircraft and missile systems; grinding quality of these components directly affects service performance of the equipment. Optimizing processing process parameters with material removal depth and surface roughness as quality targets is an effective means to improve grinding quality. In this paper, flexible grinding disc is used to process such curved components; for this grinding method under flexible contact mode, deformation of the grinding tool is associated with actual geometric surface shape of the components, then a method for analysing deformation in grinding contact area is proposed combined with the compression physical characteristics of grinding tool, material removal depth prediction model is established based on this method, and processing path interval is optimized with the goal of uniform material removal. Surface roughness prediction model is obtained by conducting experiments and regression analysis, which can be combined with the material removal depth prediction model to achieve grinding quality prediction. In order to meet the actual processing quality requirements of achieving the target range of roughness, reducing material removal depth and improving machining efficiency, a multi-objective optimization method based on grey correlation analysis is proposed. Verification experiment results show that research of this article effectively achieves prediction of grinding quality and improvement of removal uniformity, optimal process parameter combination can reach material removal depth of 21.4 μm and surface roughness Ra of 1.31 μm, improves processing efficiency by 38.2%, improving the comprehensive grinding quality.
期刊介绍:
The Journal of the Brazilian Society of Mechanical Sciences and Engineering publishes manuscripts on research, development and design related to science and technology in Mechanical Engineering. It is an interdisciplinary journal with interfaces to other branches of Engineering, as well as with Physics and Applied Mathematics. The Journal accepts manuscripts in four different formats: Full Length Articles, Review Articles, Book Reviews and Letters to the Editor.
Interfaces with other branches of engineering, along with physics, applied mathematics and more
Presents manuscripts on research, development and design related to science and technology in mechanical engineering.