Log in

Improved Energy Efficiency of Laser-Enhanced Nanoparticle Deposition System Analyzed with a Smart Power Monitoring Device

  • Regular Paper
  • Published:
International Journal of Precision Engineering and Manufacturing-Green Technology Aims and scope Submit manuscript

Abstract

Among microscale printing processes, dry nanoparticle printing is an environment friendly process that does not require toxic chemicals. With the increasing demand for microscale printing processes, their energy efficiency is becoming crucial in terms of the sustainability. To overcome the poor adhesion problem of dry nanoparticle printing processes, a laser process is often integrated as a hybrid system to improve the printing quality. In this study, the energy efficiency of the nanoparticle deposition system (NPDS) as well as the laser-enhanced nanoparticle deposition system (L-NPDS) are assessed. A smart power monitoring device is used to measure the energy required for the operation of each component in real time. The energy consumption required for deposition is calculated using a theoretical model in order to calculate the energy efficiency of the process. The results are compared with those of other aerosol printing processes. By introducing laser energy, printing is successfully realized without requiring vacuum conditions. Therefore, the total energy efficiency increases by 3.78 times with the laser process. The recyclability of the nanoparticles is confirmed through X-ray diffraction. In summary, the NPDS process becomes more sustainable with the introduction of an auxiliary laser process.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Data availability

Data available on request from the authors.

Abbreviations

ADM:

Aerosol deposition method

CS:

Cold spray

NPDS:

Nanoparticle deposition system

L-NPDS:

Laser-enhanced nanoparticle deposition system

References

  1. May, G., Barletta, I., Stahl, B., & Taisch, M. (2015). Energy management in production: A novel method to develop key performance indicators for improving energy efficiency. Applied Energy, 149, 46–61.

    Article  Google Scholar 

  2. Mellin, P., et al. (2016). Nano-sized by-products from metal 3D printing, composite manufacturing and fabric production. Journal of Cleaner Production, 139, 1224–1233.

    Article  Google Scholar 

  3. Mattox, D. M. (2010). Handbook of physical vapor deposition (PVD) processing. William Andrew.

    Google Scholar 

  4. Akedo, J., & Lebedev, M. (1999). Microstructure and electrical properties of lead zirconate titanate (Pb (Zr52/Ti48) O3) thick films deposited by aerosol deposition method. Japanese Journal of Applied Physics, 38(9S), 5397.

    Article  Google Scholar 

  5. Akedo, J., Ichiki, M., Kikuchi, K., & Maeda, R. (1998). Jet molding system for realization of three-dimensional micro-structures. Sensors Actuators A Physics, 69(1), 106–112.

    Article  Google Scholar 

  6. Ahn, D. G. (2016). Direct metal additive manufacturing processes and their sustainable applications for green technology: A review. International Journal of Precision Engineering and Manufacturing-Green Technology, 3(4), 381–395.

    Article  Google Scholar 

  7. Stoltenhoff, T., Kreye, H., & Richter, H. J. (2002). An analysis of the cold spray process and its coatings. Journal of Thermal Spray Technology, 11(4), 542–550.

    Article  Google Scholar 

  8. Chun, D.-M., Kim, M.-H., Lee, J.-C., & Ahn, S.-H. (2008). Nano particle deposition system (NPDS) for ceramic and metal coating at room temperature and low vacuum condition. In 2008 International Conference on Smart Manufacturing Application, pp. 383–386.

  9. Chun, D.-M., Choi, J.-O., Lee, C. S., Kanno, I., Kotera, H., & Ahn, S.-H. (2012). Nano-particle deposition system (NPDS): Low energy solvent-free dry spray process for direct patterning of metals and ceramics at room temperature. International Journal of Precision Engineering and Manufacturing, 13(7), 1107–1112.

    Article  Google Scholar 

  10. Akedo, J., & Lebedev, M. (2001). Aerosol deposition method (ADM): a novel method of PZT thick films producing for microactuators. Recent Research Developments in Materials Science (pp. 51–77). Pascal and Francis.

    Google Scholar 

  11. Champagne, V. K., et al. (2007). The Cold Spray Materials Deposition Process (Vol. 187). Elsevier.

    Book  Google Scholar 

  12. Chun, D. M., Kim, M. H., Lee, J. C., & Ahn, S. H. (2008). TiO2 coating on metal and polymer substrates by nano-particle deposition system (NPDS). CIRP Annals, 57(1), 551–554.

    Article  Google Scholar 

  13. Ahn, S.-H., et al. (2017). Effect of laser-excited ceramic nanoparticles on hardness and porosity of dry-sprayed coating. CIRP Annals, 66(1), 519–522.

    Article  Google Scholar 

  14. Song, J.-H., Kim, H.-J., Kim, M.-S., Min, S.-H., Wang, Y., & Ahn, S.-H. (2020). Direct printing of performance tunable strain sensor via nanoparticle laser patterning process. Virtual and Physical Prototy**., 15(3), 265–277.

    Article  Google Scholar 

  15. Baba, S., Tsuda, H., & Akedo, J. (2008). Thickness dependence of electrical properties of PZT films deposited on metal substrates by laser-assisted aerosol deposition. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 55(5), 1009–1016.

    Article  Google Scholar 

  16. Bray, M., Cockburn, A., & O’Neill, W. (2009). The laser-assisted cold spray process and deposit characterisation. Surface and Coatings Technology., 203(19), 2851–2857.

    Article  Google Scholar 

  17. Lee, K.-K., Chua, B.-L., & Ahn, D.-G. (2022). Remanufacturing strategy of engraved part using directed energy deposition process. International Journal of Precision Engineering and Manufacturing-Green Technology, 9, 1575–1582.

    Article  Google Scholar 

  18. Herth, E., & Rauch, J.-Y. (2022). ICPECVD-dielectric thin-films CMOS-compatible: Trends in eco-friendly deposition. International Journal of Precision Engineering and Manufacturing-Green Technology, 9, 933–940.

    Article  Google Scholar 

  19. Woo, W. S., Kim, E. J., Jeong, H. I., & Lee, C. M. (2020). Laser-assisted machining of Ti-6Al-4V fabricated by DED additive manufacturing. International Journal of Precision Engineering and Manufacturing-Green Technology, 7(3), 559–572.

    Article  Google Scholar 

  20. Zhang, H., Moon, S. K., & Ngo, T. H. (2020). 3D printed electronics of non-contact ink writing techniques: Status and promise. International Journal of Precision Engineering and Manufacturing-Green Technology, 7(2), 511–524.

    Article  Google Scholar 

  21. Wilkinson, N. J., Smith, M. A. A., Kay, R. W., & Harris, R. A. (2019). A review of aerosol jet printing—a non-traditional hybrid process for micro-manufacturing. International Journal of Advanced Manufacturing Technology, 105(11), 4599–4619.

    Article  Google Scholar 

  22. Kang, J. H., & Jung, S. Y. (2022). Sensor for the prognostics and health management of multiple im**ing jet nozzles. International Journal of Precision Engineering and Manufacturing-Green Technology, 9, 1563–1573.

    Article  Google Scholar 

  23. Fysikopoulos, A., Pastras, G., Alexopoulos, T., & Chryssolouris, G. (2014). On a generalized approach to manufacturing energy efficiency. International Journal of Advanced Manufacturing Technology, 73(9–12), 1437–1452.

    Article  Google Scholar 

  24. Apostolos, F., Alexios, P., Georgios, P., Panagiotis, S., & George, C. (2013). Energy efficiency of manufacturing processes: A critical review. Procedia CIRP, 7, 628–633.

    Article  Google Scholar 

  25. Song, J.-H., Ahn, S.-H., & Wang, Y. (2021). A multiscale adhesion model for deposition prediction in laser enhanced nanoparticle deposition process. Acta Materialia, 208, 116740.

    Article  Google Scholar 

  26. Thompson, B., & Yoon, H.-S. (2015). Velocity-regulated path planning algorithm for aerosol printing systems. Journal of Manufacturing Science and Engineering, 137(3), 031020.

    Article  Google Scholar 

  27. Zheng, P., et al. (2018). Smart manufacturing systems for Industry 4.0: Conceptual framework, scenarios, and future perspectives. Frontiers of Mechanical Engineering, 13(2), 137–150.

    Article  Google Scholar 

  28. Akedo, J., Nakano, S., Park, J., Baba, S., & Ashida, K. (2008). The aerosol deposition method—For production of high performance micro devices with low cost and low energy consumption—. Synthesiology English Edition, 1(2), 121–130.

    Article  Google Scholar 

  29. AlMangour, B. (2018). Fundamentals of cold spray processing: evolution and future perspectives. Cold-spray coatings (pp. 3–24). Springer.

    Chapter  Google Scholar 

  30. Psarommatis, F., Sousa, J., Mendonça, J. P., & Kiritsis, D. (2021). Zero-defect manufacturing the approach for higher manufacturing sustainability in the era of industry 4.0: a position paper. International Journal of Production Research, 60, 1–19.

    Google Scholar 

  31. Song, J.-H., Choi, K.-H., Dai, R., Choi, J.-O., Ahn, S.-H., & Wang, Y. (2018). Controlled kinetic Monte Carlo simulation of laser improved nano particle deposition process. Powder Technology, 325, 651–658.

    Article  Google Scholar 

  32. Jung, W.-K., Kim, H., Park, Y.-C., Lee, J.-W., & Ahn, S.-H. (2020). Smart sewing work measurement system using IoT-based power monitoring device and approximation algorithm. International Journal of Production Research, 58(20), 6202–6216.

    Article  Google Scholar 

  33. Reijnders, L. (2006). Cleaner nanotechnology and hazard reduction of manufactured nanoparticles. Journal of Cleaner Production, 14(2), 124–133.

    Article  Google Scholar 

  34. Yang, M. (2009). Air compressor efficiency in a Vietnamese enterprise. Energy Policy, 37(6), 2327–2337.

    Article  Google Scholar 

  35. Baba, S., & Akedo, J. (2005). Thickness dependence of aerosol-deposited Pb (Zr, Ti) O3 films on stainless-steel sheet annealed by CO2 laser radiation. Journal of Crystal Growth, 275(1–2), e1247–e1252.

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Research Foundation of Korea (NRF) funded by Ministry of Science and ICT (MSIT) (No. NRF-2021R1A2B5B03087094, NRF-2021R1G1A1093618), SNU-Hojeon Garment Smart Factory Research Center funded by Hojeon Ltd. (SNU-0423-20200083), and Brain Korea 21 Plus Project.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sung-Hoon Ahn.

Ethics declarations

Conflict of Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Song, JH., Jung, WK. & Ahn, SH. Improved Energy Efficiency of Laser-Enhanced Nanoparticle Deposition System Analyzed with a Smart Power Monitoring Device. Int. J. of Precis. Eng. and Manuf.-Green Tech. 10, 747–756 (2023). https://doi.org/10.1007/s40684-022-00494-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40684-022-00494-0

Keywords

Navigation