Acoustic emissions in directed energy deposition processes

被引:22
作者
Hauser, Tobias [1 ,3 ]
Reisch, Raven T. [2 ,3 ]
Kamps, Tobias [3 ]
Kaplan, Alexander F. H. [1 ]
Volpp, Joerg [1 ]
机构
[1] Lulea Univ Technol, Dept Engn Sci & Math, S-97187 Lulea, Sweden
[2] Tech Univ Munich, Chair Robot Artificial Intelligence & Real Time S, D-80333 Munich, Germany
[3] Siemens AG, Technol Dept, D-81739 Munich, Germany
基金
瑞典研究理事会;
关键词
Wire arc additive manufacturing; Laser metal deposition; WAAM; LMD; In situ monitoring; Airborne acoustic emissions; ARC;
D O I
10.1007/s00170-021-08598-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Acoustic emissions in directed energy deposition processes such as wire arc additive manufacturing and directed energy deposition with laser beam/metal are investigated within this work, as many insights about the process can be gained from this. In both processes, experienced operators can hear whether a process is running stable or not. Therefore, different experiments for stable and unstable processes with common process anomalies were carried out, and the acoustic emissions as well as process camera images were captured. Thereby, it was found that stable processes show a consistent mean intensity in the acoustic emissions for both processes. For wire arc additive manufacturing, it was found that by the Mel spectrum, a specific spectrum adapted to human hearing, the occurrence of different process anomalies can be detected. The main acoustic source in wire arc additive manufacturing is the plasma expansion of the arc. The acoustic emissions and the occurring process anomalies are mainly correlating with the size of the arc because that is essentially the ionized volume leading to the air pressure which causes the acoustic emissions. For directed energy deposition with laser beam/metal, it was found that by the Mel spectrum, the occurrence of an unstable process can also be detected. The main acoustic emissions are created by the interaction between the powder and the laser beam because the powder particles create an air pressure through the expansion of the particles from the solid state to the liquid state when these particles are melted. These findings can be used to achieve an in situ quality assurance by an in-process analysis of the acoustic emissions.
引用
收藏
页码:3517 / 3532
页数:16
相关论文
共 26 条
  • [1] ABRAMS Industries, 2021, DAT PREM STEEL 1 658
  • [2] ALUNOX GmbH, 2020, DAT EN AW 5087
  • [3] Global rate coefficients for ionization and recombination of carbon, nitrogen, oxygen, and argon
    Annaloro, Julien
    Morel, Vincent
    Bultel, Arnaud
    Omaly, Pierre
    [J]. PHYSICS OF PLASMAS, 2012, 19 (07)
  • [4] Additive manufacturing of metallic components - Process, structure and properties
    DebRoy, T.
    Wei, H. L.
    Zuback, J. S.
    Mukherjee, T.
    Elmer, J. W.
    Milewski, J. O.
    Beese, A. M.
    Wilson-Heid, A.
    De, A.
    Zhang, W.
    [J]. PROGRESS IN MATERIALS SCIENCE, 2018, 92 : 112 - 224
  • [5] Dong XS, 2017, IEEE INT C INTELL TR
  • [6] Defect classification of laser metal deposition using logistic regression and artificial neural networks for pattern recognition
    Gaja, Haythem
    Liou, Frank
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 94 (1-4) : 315 - 326
  • [7] Feasibility study of acoustic signals for on-line monitoring in short circuit gas metal arc welding
    Grad, L
    Grum, J
    Polajnar, I
    Slabe, JM
    [J]. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2004, 44 (05) : 555 - 561
  • [8] Oxidation in wire arc additive manufacturing of aluminium alloys
    Hauser, Tobias
    Reisch, Raven T.
    Breese, Philipp P.
    Nalam, Yogesh
    Joshi, Kaivalya S.
    Bela, Katharina
    Kamps, Tobias
    Volpp, Joerg
    Kaplan, Alexander F. H.
    [J]. ADDITIVE MANUFACTURING, 2021, 41
  • [9] Fluctuation effects in Wire Arc Additive Manufacturing of aluminium analysed by high-speed imaging
    Hauser, Tobias
    Da Silva, Adrien
    Reisch, Raven T.
    Volpp, Joerg
    Kamps, Tobias
    Kaplan, Alexander F. H.
    [J]. JOURNAL OF MANUFACTURING PROCESSES, 2020, 56 : 1088 - 1098
  • [10] Material transitions within multi-material laser deposited intermetallic iron aluminides
    Hauser, Tobias
    Breese, Philipp Peter
    Kamps, Tobias
    Heinze, Christoph
    Volpp, Joerg
    Kaplan, Alexander F. H.
    [J]. ADDITIVE MANUFACTURING, 2020, 34