TR
EN
Experimental investigation of effects of nano-fluid usage on cooling in machining
Abstract
Application of nano-fluids in machining processes is becoming increasingly common due to their enhanced thermo-physical characteristics. Previous studies indicate that adding nano-particles such as Al2O3, MWCNT, or TiO2 into base fluids improves properties like density, viscosity, and thermal conductivity. This experimental study investigates the impact of addition of these nano-particles at concentrations of 0.5%, 1%, and 1.5% into a boron oil–water mixture. The research was carried out in three main phases: Nano-fluid preparation, thermo-physical property evaluation, and machining experiments on Ti-6Al-4V alloy. The results showed that increasing the nano-particle concentration led to a consistent rise in fluid density at 24.5 °C. However, similar trends were not observed for dynamic viscosity and thermal conductivity, which began to decline beyond 1% concentration of nano-particles. This decrease was attributed to fluid instability issues like precipitation and sedimentation. Furthermore, the use of nano-fluids significantly marked down temperature at the tool–workpiece interface. For instance, a 0.5% concentration of MWCNT particles reduced this temperature by approximately 18%. On the other hand, higher concentrations resulted in increased interface temperatures and worsened surface roughness due to particle deposition. Specifically, the use of 0.5% MWCNT improved surface finish by around 25%. The study concluded that machining performance benefits from nano-fluids only when used at optimal concentrations, as excessive amounts of nano-particles degrades performance-a finding supported by SEM analyses of the cutting inserts.
Keywords
Supporting Institution
Turkish Aerospace Incorporation
Thanks
The authors are grateful to Ankara Yıldırım Beyazıt University and Gazi University for their valuable support to this research. Besides, the authors express their gratitude to Turkish Aerospace Incorporation for their precious support.
References
- Anton Paar Incorporation, Rheometer machine introduction. https://www.anton-paar.com (Date of access: May 02, 2023)
- Bakalova, T. & Svobodová, L. (2019). Quality assessment of milling technology and the biocidal effects of SiO2 or TiO2 nanoadditives in cooling lubricant emulsions. Journal of Manufacturing Processes, 45, 509–519. https://doi.org/10.1016/j.jmapro.2019.07.032
- Choudhary, A., Naskar, A., & Paul, S. (2018). An investigation on application of nano-fluids in high speed grinding of sintered alumina. Journal of Manufacturing Processes, 35, 624–633. https://doi.org/10.1016/j.jmapro.2018.09.013
- Davim, J. P. (2011). Machining of Hard Materials, Springer, USA.
- Deshpande, S. & Deshpande, Y. (2019). A review on cooling systems used in machining processes. Materials Today, 18, 5019–5031. https://doi.org/10.1016/j.matpr.2019.07.496
- Gajrani, K. K., Suvin, P., Kailas, S. V., & Mamilla, R. S. (2019). Thermal, rheological, wettability and hard machining performance of MoS2 and CaF2 based minimum quantity hybrid nano-green cutting fluids. Journal of Materials and Processing Technology, 266, 125–139. https://doi.org/10.1016/j.jmatprotec.2018.10.036
- Groover, M. P. (2010). Fundamentals of Modern Manufacturing: Materials, Processes, and Systems, John Wiley & Sons.
- Jamil, M., Khan, A. M., Hegab, H., Gong, L., Mia, M., Gupta, M. K., & He, N. (2019). Effects of hybrid Al2O3-CNT nanofluids and cryogenic cooling on machining of Ti–6Al–4V. The International Journal of Advanced Manufacturing Technology, 102, 3895–3909. https://doi.org/10.1007/s00170-019-03485-9
Details
Primary Language
English
Subjects
Microfluidics and Nanofluidics
Journal Section
Research Article
Publication Date
May 1, 2026
Submission Date
August 4, 2025
Acceptance Date
April 4, 2026
Published in Issue
Year 2026 Volume: 46 Number: 1
APA
Bilen, K., Kızılkaya, H. Z., & Güldaş, A. (2026). Experimental investigation of effects of nano-fluid usage on cooling in machining. Journal of Thermal Science and Technology, 46(1), 79-89. https://doi.org/10.47480/isibted.1757702
AMA
1.Bilen K, Kızılkaya HZ, Güldaş A. Experimental investigation of effects of nano-fluid usage on cooling in machining. Journal of Thermal Science and Technology. 2026;46(1):79-89. doi:10.47480/isibted.1757702
Chicago
Bilen, Kemal, Hakan Zafer Kızılkaya, and Abdulmecit Güldaş. 2026. “Experimental Investigation of Effects of Nano-Fluid Usage on Cooling in Machining”. Journal of Thermal Science and Technology 46 (1): 79-89. https://doi.org/10.47480/isibted.1757702.
EndNote
Bilen K, Kızılkaya HZ, Güldaş A (May 1, 2026) Experimental investigation of effects of nano-fluid usage on cooling in machining. Journal of Thermal Science and Technology 46 1 79–89.
IEEE
[1]K. Bilen, H. Z. Kızılkaya, and A. Güldaş, “Experimental investigation of effects of nano-fluid usage on cooling in machining”, Journal of Thermal Science and Technology, vol. 46, no. 1, pp. 79–89, May 2026, doi: 10.47480/isibted.1757702.
ISNAD
Bilen, Kemal - Kızılkaya, Hakan Zafer - Güldaş, Abdulmecit. “Experimental Investigation of Effects of Nano-Fluid Usage on Cooling in Machining”. Journal of Thermal Science and Technology 46/1 (May 1, 2026): 79-89. https://doi.org/10.47480/isibted.1757702.
JAMA
1.Bilen K, Kızılkaya HZ, Güldaş A. Experimental investigation of effects of nano-fluid usage on cooling in machining. Journal of Thermal Science and Technology. 2026;46:79–89.
MLA
Bilen, Kemal, et al. “Experimental Investigation of Effects of Nano-Fluid Usage on Cooling in Machining”. Journal of Thermal Science and Technology, vol. 46, no. 1, May 2026, pp. 79-89, doi:10.47480/isibted.1757702.
Vancouver
1.Kemal Bilen, Hakan Zafer Kızılkaya, Abdulmecit Güldaş. Experimental investigation of effects of nano-fluid usage on cooling in machining. Journal of Thermal Science and Technology. 2026 May 1;46(1):79-8. doi:10.47480/isibted.1757702