11th International Scientific Conference Research and Development of Mechanical Elements and Systems IRMES (2025) [pp. 23-26]
AUTHOR(S) / AUTOR(I): Miloš MILOVANČEVIĆ 
, Srđan STOJIČIĆ , Mirjana MILJANOVIĆ , Nikola SIMONOVIĆ, Dragana TRNAVAC
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DOI: 10.46793/IRMES25.023M
ABSTRACT / SAŽETAK:
The primary objective of the research was to investigate the impact that multi-walled carbon nanotubes, aging temperature, aging period, and thickness of interfacial intermetallic compounds had on the ability to forecast the shear strength of composite solder junctions. It was determined that an adaptive neuro fuzzy inference system (ANFIS), which is a form of soft computing methodology that is ideal for nonlinear data samples, was the most appropriate method to apply in order to examine the shear strength of composite solder joints. After loading the data samples into the ANFIS toolbox inside the MATLAB program, the findings that corresponded to those samples were noticed. According to the findings, the thickness of interfacial intermetallic compounds has the most significant influence on the ability to estimate the shear strength of composite solder junctions. Based on the effect that the inputs had on the outputs that were provided, the findings demonstrated a high level of predictive consistency.
KEYWORDS / KLJUČNE REČI:
composite solder; shear strength; carbon nanotube; ANFIS
ACKNOWLEDGEMENT / PROJEKAT:
REFERENCES / LITERATURA:
- Niranjani, L., Rao, B. C., Singh, V., & Kamat, S. (2011). Influence of temperature and strain rate on tensile properties of single walled carbon nanotubes reinforced Sn–Ag–Cu lead free solder alloy composites. Materials Science and Engineering: A, 529, 257-264.
- Wang, H., Hu, X., & Jiang, X. (2020). Effects of Ni modified MWCNTs on the microstructural evolution and shear strength of Sn-3.0 Ag-0.5 Cu composite solder joints. Materials Characterization, 110287.
- Mayappan, R., Hassan, A. A., Ab Ghani, N. A., Yahya, I., & Andas, J. (2016). Improvement in intermetallic thickness and joint strength in carbon nanotube composite Sn-3.5 Ag Lead-free Solder. Materials Today: Proceedings, 3(6), 1338-1344.
- Dele-Afolabi, T. T., Hanim, M. A., Norkhairunnisa, M., Yusoff, H. M., & Suraya, M. T. (2015). Investigating the effect of isothermal aging on the morphology and shear strength of Sn-5Sb solder reinforced with carbon nanotubes. Journal of Alloys and Compounds, 649, 368-374.
- Yang, Z., Zhou, W., & Wu, P. (2014). Effects of Ni- coated carbon nanotubes addition on the microstructure and mechanical properties of Sn–Ag– Cu solder alloys. Materials Science and Engineering: A, 590, 295-300.
- Yim, S., Shin, Y. E., & Kim, J. M. (2018). Influence of multi-walled carbon nanotube (MWCNT) concentration on the thermo-mechanical reliability properties of solderable anisotropic conductive adhesives (SACAs). Microelectronics Reliability, 91, 201-212.
- Nai, M. L., Wei, J., & Gupta, M. (2006). Improving the performance of lead-free solder reinforced with multi-walled carbon nanotubes. Materials Science and Engineering: A, 423(1-2), 166-169.
- Mehrabi, K., Khodabakhshi, F., Zareh, E., Shahbazkhan, A., & Simchi, A. (2016). Effect of alumina nanoparticles on the microstructure and mechanical durability of meltspun lead-free solders based on tin Journal of Alloys and Compounds, 688, 143-155.
- Choi, K., Lee, K. Y., & Oh, T. S. (2008). Fabrication of multiwalled carbon nanotubes- reinforced Sn nanocomposites for lead-free solder by an electrodeposition process. Journal of Physics and Chemistry of Solids, 69(5-6), 1403-1406.
- Jang, J.-S.R, ANFIS: Adaptive-Network-based Fuzzy Inference Systems, IEEE Trans. On Systems, Man, and Cybernetics (1993), Vol.23, 665-685.