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增材制造中的多尺度数据处理

Multiscale Data Treatment in Additive Manufacturing.

作者信息

Gogolewski Damian

机构信息

Faculty of Mechatronics and Mechanical Engineering, Kielce University of Technology, Al. Tysiąclecia Państwa Polskiego 7, 25-314 Kielce, Poland.

出版信息

Materials (Basel). 2023 Apr 17;16(8):3168. doi: 10.3390/ma16083168.

Abstract

The article assesses the impact of data treatment on the possibility of assessing the morphological features of additively manufactured spherical surfaces. Tests were carried out on specimens manufactured by PBF-LB/M additive technology, using titanium-powder-based material (Ti6Al4V). The surface topography was assessed using one of the multiscale methods-wavelet transformation. The tests carried out on a wide spectrum of mother wavelet forms emphasized the occurrence of characteristic morphological features on the surface of the tested specimens. Moreover, the significance of the impact of specific metrology operations, measurement data processing and its parameters on the filtration result were noted. Comprehensive assessment of additively manufactured spherical surfaces with simultaneous analysis of the impact of measurement data processing is a novelty and fills a research gap relating to comprehensive surface diagnostics. The research contributes to the development of modern diagnostic systems allowing for a fast and comprehensive assessment of surface topography, taking into account the various stages of data analysis.

摘要

本文评估了数据处理对评估增材制造球形表面形态特征可能性的影响。使用基于钛粉的材料(Ti6Al4V),对通过PBF-LB/M增材技术制造的试样进行了测试。使用多尺度方法之一——小波变换来评估表面形貌。在广泛的母小波形式上进行的测试强调了被测试样表面存在特征性的形态特征。此外,还指出了特定计量操作、测量数据处理及其参数对过滤结果影响的重要性。对增材制造球形表面进行综合评估,并同时分析测量数据处理的影响,这是一项创新,填补了与全面表面诊断相关的研究空白。该研究有助于开发现代诊断系统,能够在考虑数据分析各个阶段的情况下,快速、全面地评估表面形貌。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2637/10143087/64348fe7b137/materials-16-03168-g001.jpg

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