Multiscale Data Treatment in Additive Manufacturing

被引:4
作者
Gogolewski, Damian [1 ]
机构
[1] Kielce Univ Technol, Fac Mechatron & Mech Engn, Al Tysiaclecia Panstwa Polskiego 7, PL-25314 Kielce, Poland
关键词
wavelet transformation; multiscale analysis; surface texture; PBF-LB; M; additive manufacturing; WAVELET TRANSFORM; SURFACE TEXTURE; SPLINE FILTER; TOPOGRAPHY;
D O I
10.3390/ma16083168
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
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.
引用
收藏
页数:13
相关论文
共 55 条
  • [1] Application of the wavelet transform to acoustic emission signals for built-up edge monitoring in stainless steel machining
    Ahmed, Yassmin Seid
    Arif, A. F. M.
    Veldhuis, Stephen Clarence
    [J]. MEASUREMENT, 2020, 154 (154)
  • [2] Discrimination of Surface Topographies Created by Two-Stage Process by Means of Multiscale Analysis
    Bartkowiak, Tomasz
    Grochalski, Karol
    Gapinski, Bartosz
    Wieczorowski, Michal
    [J]. MATERIALS, 2021, 14 (22)
  • [3] Multiscale Characterizations of Surface Anisotropies
    Bartkowiak, Tomasz
    Berglund, Johan
    Brown, Christopher A.
    [J]. MATERIALS, 2020, 13 (13)
  • [4] Multiscale 3D Curvature Analysis of Processed Surface Textures of Aluminum Alloy 6061 T6
    Bartkowiak, Tomasz
    Brown, Christopher A.
    [J]. MATERIALS, 2019, 12 (02)
  • [5] Method for translating 3D bone defects into personalized implants made by Additive Manufacturing
    Bedo, Tibor
    Munteanu, Sorin Ion
    Popescu, Ioana
    Chiriac, Alexandru
    Pop, Mihai Alin
    Milosan, Ioan
    Munteanu, Daniel
    [J]. MATERIALS TODAY-PROCEEDINGS, 2019, 19 : 1032 - 1040
  • [6] Wavelet-Like Transform to Optimize the Order of an Autoregressive Neural Network Model to Predict the Dissolved Gas Concentration in Power Transformer Oil from Sensor Data
    Bezerra, Francisco Elanio
    Zemuner Garcia, Fernando Andre
    Nabeta, Silvio Ikuyo
    Martha de Souza, Gilberto Francisco
    Chabu, Ivan Eduardo
    Santos, Josemir Coelho
    Nagao Junior, Shigueru
    Pereira, Fabio Henrique
    [J]. SENSORS, 2020, 20 (09)
  • [7] Rapid Prototyping of Pneumatic Directional Control Valves
    Blasiak, Slawomir
    Laski, Pawel Andrzej
    Takosoglu, Jakub Emanuel
    [J]. POLYMERS, 2021, 13 (09)
  • [8] Blateyron F., 2017, P 16 INT C METROLOGY
  • [9] Multiscale analyses and characterizations of surface topographies
    Brown, Christopher A.
    Hansen, Hans N.
    Jiang, Xiang Jane
    Blateyron, Francois
    Berglund, Johan
    Senin, Nicola
    Bartkowiak, Tomasz
    Dixon, Barnali
    Le Goic, Gaetan
    Quinsat, Yann
    James Stemp, W.
    Thompson, Mary Kathryn
    Ungar, Peter S.
    Zahouani, E. Hassan
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2018, 67 (02) : 839 - 862
  • [10] Wavelet analysis for surface characterisation: an experimental assessment
    Bruzzone, AAG
    Montanaro, JS
    Ferrando, A
    Lonardo, PM
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2004, 53 (01) : 479 - 482