Structural precision control with manufacturability-performance balancing for metallic thin-walled ring

IF 8 1区 工程技术 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Binyu Yan , Bao Meng , Yao Ma , Xinzhou Wu , Yubo He , Min Wan
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Abstract

The structural dimensions of thin-walled components with irregular cross-sectional geometries have a significant impact on their service performances. The interaction of deviations across multi-dimensions during manufacturing introduces substantial challenges in achieving precise performance control. To ensure the superiority and stability of the rebound performance of metallic seal rings, this study presented a structural precision control method to harmonize the manufacturability, performances and manufacturing cost for complex components with multiple structures. Using the multi-structured metallic seal rings as application case, the influence of structural variables on rebound performance was analyzed and four factors were identified as significant factors. With the response surface method, a quantitative relationship between significant factors and rebound rate was established. Considering the structural manufacturability, high performance and cost, a structural group was selected for precision control. Introducing deviation variables to the quantitative function of rebound rate, the boundary constraints of the tolerance intervals were solved under performance goal and manufacturability accounting for multi-stage fabrication. With objective functions, the optimal tolerance intervals were iteratively calculated through a genetic algorithm. Experimental results demonstrated that all the rebound rates exceeded 95% with the dimensional precision in the constraint intervals. Furthermore, the developed rebound rate prediction model exhibits high accuracy, with a maximum error below 5%. With the service performance and cost assured, through the application of the strategic dimensional reconciliation of manufacturing tolerance control framework, the complexities in maintaining structural precision across the various stages of fabricating components with intricate geometries have been substantially reduced.

Abstract Image

金属薄壁环制造性能平衡的结构精度控制
不规则截面薄壁构件的结构尺寸对其使用性能有重要影响。在制造过程中,多维度偏差的相互作用为实现精确的性能控制带来了巨大的挑战。为保证金属密封圈回弹性能的优越性和稳定性,提出了一种结构精度控制方法,以协调具有多种结构的复杂部件的可制造性、性能和制造成本。以多结构金属密封圈为例,分析了结构变量对回弹性能的影响,确定了4个显著影响因素。利用响应面法,建立了显著因素与回弹率之间的定量关系。考虑到结构的可制造性、高性能和成本,选择了一组结构进行精密控制。在回弹率定量函数中引入偏差变量,求解了考虑多阶段加工的性能目标和可制造性条件下公差区间的边界约束。以目标函数为基础,通过遗传算法迭代计算出最优容错区间。实验结果表明,在约束区间内的尺寸精度均超过95%。此外,所建立的回弹率预测模型具有较高的精度,最大误差在5%以下。在保证服务性能和成本的前提下,通过应用制造公差控制框架的战略性尺寸协调,大大降低了在制造具有复杂几何形状的零件的各个阶段保持结构精度的复杂性。
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来源期刊
Advanced Engineering Informatics
Advanced Engineering Informatics 工程技术-工程:综合
CiteScore
12.40
自引率
18.20%
发文量
292
审稿时长
45 days
期刊介绍: Advanced Engineering Informatics is an international Journal that solicits research papers with an emphasis on 'knowledge' and 'engineering applications'. The Journal seeks original papers that report progress in applying methods of engineering informatics. These papers should have engineering relevance and help provide a scientific base for more reliable, spontaneous, and creative engineering decision-making. Additionally, papers should demonstrate the science of supporting knowledge-intensive engineering tasks and validate the generality, power, and scalability of new methods through rigorous evaluation, preferably both qualitatively and quantitatively. Abstracting and indexing for Advanced Engineering Informatics include Science Citation Index Expanded, Scopus and INSPEC.
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