Skip to main content

Advertisement

Log in

In situ quality control of the selective laser melting process using a high-speed, real-time melt pool monitoring system

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

This paper discusses the principle and the relevance of an in situ monitoring system for selective laser melting (SLM). This system enables the operator to monitor the quality of the SLM job on-line and estimate the quality of the part accordingly. The monitoring system consists of two major developments in hardware and software. The first development, essential for a suitable monitoring system, is the design of a complete optical sensor set-up. This set-up is equipped with two commercially available optical sensors connected to a field-programmable gate array (FPGA) which communicates directly with the machine control unit. While the sensors ensure a high-quality measurement of the melt pool, the FPGA’s main task is to transfer the images from the sensors into relevant values at high sample rates (above 10 kHz). The second development is the data analysis system to translate and visualize measured sensor values in the format of interpretable process quality images. The visualization is mainly done by a “mapping algorithm,” which transfers the measurements from a time-domain into a position-domain representation. Further off-line experiments illustrate an excellent compatibility between the in situ monitoring and the actual quality of the products. The resulting images coming out of this model illustrate melt pool variations which can be linked to pores that are present in the parts.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Abe F, Osakada K, Shiomi M, Uematsu K, Matsumoto M (2001) The manufacturing of hard tools from metallic powders by selective laser melting. J Mater Process Technol 111(1–3):210–213. doi:10.1016/S0924-0136(01)00522-2

    Article  Google Scholar 

  2. Berger U (2001) Rapid tooling and computer tomography for aluminium casting of automotive components. In: uRapid 2001 International users conference on rapid prototyping & rapid tooling & rapid manufacturing

  3. Bourell DL, Leu MC, Rosen DW (2009) Roadmap for additive manufacturing: identifying the future of freeform processing. The University of Texas at Austin, Laboratory for Freeform Fabrication, Advanced Manufacturing Center

  4. Chivel Y, Smurov I (2010) On-line temperature monitoring in selective laser sintering/melting. Phys Procedia 5, Part B:515–521. doi:10.1016/j.phpro.2010.08.079

  5. Clijsters S, Craeghs T, Kruth JP (2011) A priori process parameter adjustment for SLM process optimization. In: VRAP Int. Conf. Advanced Research in Virtual and Rapid Prototyping, pp. 553–560. Leira

  6. Clijsters S, Craeghs T, Moesen M, Kruth JP (2012) Optimization of thin wall structures in selective laser melting. In: Direc Digital Manufacturing Conference, Fraunhofer, Berlin

  7. Craeghs T (2012) A monitoring system for on-line control of selective laser melting. Ph.D. Thesis, KU Leuven

  8. Doubenskaia M, Pavlov M, Chivel Y (2010) Optical system for on-line monitoring and temperature control in selective laser melting technology. Key Eng Mater 437:458–461

    Article  Google Scholar 

  9. Kempen K, Thijs L, Humbeeck JV, Kruth JP (2012) Mechanical properties of AlSi10Mg produced by selective laser melting. Phys Procedia 39:439–446

    Article  Google Scholar 

  10. Klocke F, Wirtz H, Meiners W (1996) Direct manufacturing of metal prototypes and prototype tools. In: Proceedings solid freeform fabrication symposium, Austin, August 1996

  11. Kruth J, Van Vaerenbergh J, Mercelis P, Lauwers B, Naert I (2004) Dental prostheses by selective laser sintering. In: 10mes Assises Europennes de Prototypage Rapide, Paris, 14 & 15 September 2004

  12. Kruth JP, Deckers J, Yasa E (2008) Experimental investigation of laser surface remelting for the improvement of selective laser melting process. In: SFF 2008

  13. Kruth JP, Mercelis P, Vaerenbergh JV, Froyen L, Rombouts M (2005) Binding mechanisms in selective laser sintering and melting. Rapid Prototyp J 11/1:26–36

    Article  Google Scholar 

  14. Lott P, Schleifenbaum H, Meiners W, Wissenbach K, Hinke C, Bültmann J (2011) Design of an optical system for the in situ process monitoring of selective laser melting (SLM). Phys Procedia 12, Part A:683–690. doi:10.1016/j.phpro.2011.03.085

  15. Rangaswamy P, Griffith M, Prime M, Holden T, Rogge R, Edwards J, Sebring R (2005) Residual stresses in LENS components using neutron diffraction and contour method. Mater Sci Eng: A 399:72–83. doi:10.1016/j.msea.2005.02.019

    Article  Google Scholar 

  16. Rehme O, Emmelmann C (2006) Rapid manufacturing of lattice structures with selective laser melting. In: Proceedings SPIE Photonics West, LASE, 2006 Symposium

  17. Shiomi M, Osakada K, Nakamura K, Yamashita T, Abe F (2004) Residual stress within metallic model made by selective laser melting process. CIRP Ann Manuf Technol 53(1):195–198. doi:10.1016/S0007-8506(07)60677-5

    Article  Google Scholar 

  18. Thijs L, Verhaeghe F, Craeghs T, Humbeeck JV, Kruth JP (2010) A study of the microstructural evolution during selective laser melting of Ti-6Al-4V. Acta Mater 58 (9):3303–3312. doi:10.1016/j.actamat.2010.02.004

    Article  Google Scholar 

  19. Voet A, Dehaes J, Mingneau J, Kruth JP, Vaerenbergh JV (2005) Study of the wear behaviour of conventional and rapid tooling mould materials. In: International Conference Polymers & Moulds Innovations PMI, Gent, Belgium, April 20–23, 2005

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. Clijsters.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Clijsters, S., Craeghs, T., Buls, S. et al. In situ quality control of the selective laser melting process using a high-speed, real-time melt pool monitoring system. Int J Adv Manuf Technol 75, 1089–1101 (2014). https://doi.org/10.1007/s00170-014-6214-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-014-6214-8

Keywords

Navigation