Araştırma Makalesi

Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials

Cilt: 8 Sayı: 2 31 Aralık 2025
PDF İndir
TR EN

Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials

Öz

Machining of materials requires high temperature and pressure for chip removal to reproduce the raw surface. Fresh surface after machining determines the quality of the operation and give clues about the accuracy of the parameter selection. Aluminum materials used extensively in prominent sectors i.e. transportation, architecture, industrial areas, aviation, construction industry, electrical and electronics with their properties such as lightness, durability, high corrosion resistance machinability, electrical and thermal conductivity. 7075 materials are an aluminum alloy containing zinc as the primary alloying element. It has superior mechanical properties, exhibiting flexibility, good strength, toughness, and fatigue behavior. Current paper presents Al7075 milling tests were performed under varying cutting conditions (cutting speed, feed rate and cutting tool). During operations, milling times were recorded depending on the cutting parameters considering same cutting length. An average surface roughness (Ra) value was calculated after a series of measurements taken from the machined surfaces. Optimal surface quality and cutting time were determined using graphical and statistical analysis. This study aims to provide insights about overcoming the challenges in milling of aluminum alloys in terms of part quality and productivity.

Anahtar Kelimeler

Al7075 Alloy, Surface roughness, Variance analysis, Cutting time, Cutting length

Kaynakça

  1. Akdeniz, E., Bozdemir, M., Yılmaz, M., & Gezer, M. K. (2024). AL 7075-T6 Frezeleme Operasyonunda Kesme Parametrelerinin Ve Takım Tutucunun Yüzey Pürüzlülüğüne Ve İşleme Hassasiyetine Etkisinin İncelenmesi. Gazi Mühendislik Bilimleri Dergisi, 9(3), 535-543.
  2. Akgün, M., Yurtkuran, H., & Ulas, H. B. (2020). AA7075 alaşımının işlenebilirliğine suni yaşlandırmanın etkisinin analizi ve kesme parametrelerinin optimizasyonu. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 26(1), 75-81.
  3. Armillotta, A. (2021). On the role of complexity in machining time estimation. Journal of Intelligent Manufacturing, 32(8), 2281-2299.
  4. Binali, R. (2024). Experimental and machine learning comparison for measurement the machinability of nickel based alloy in pursuit of sustainability. Measurement, 236, 115142.
  5. Binali, R., Yaldız, S., & Neşeli, S. (2024). Finite element analysis and statistical investigation of S960ql structure steel machinability with milling method. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 46(5), 260.
  6. Çaydaş, U., & Çelik, M. (2017). AA 7075-T6 alaşımının delinmesinde kesme parametrelerinin yüzey pürüzlülüğü, takım sıcaklığı ve ilerleme kuvvetine etkilerinin araştırılması. Politeknik Dergisi, 20(2), 419-425.
  7. Daniyan, I., Tlhabadira, I., Mpofu, K., & Adeodu, A. (2021). Process design and optimization for the milling operation of aluminum alloy (AA6063 T6). Materials Today: Proceedings, 38, 536-543.
  8. Demirpolat, H., Binali, R., Kuntoğlu, M., Salur, E., Makhesana, M. A., Yaghoubi, S., & Usca, Ü. A. (2024). The influences of alloying elements and processing conditions on the machinability of wrought aluminium alloys: A literature review. Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, 09544089241290395.
  9. Duan, Z., Li, C., Ding, W., Zhang, Y., Yang, M., Gao, T., . . . Mao, C. (2021). Milling force model for aviation aluminum alloy: academic insight and perspective analysis. Chinese Journal of Mechanical Engineering, 34(1), 18.
  10. Imad, M., Hopkins, C., Hosseini, A., Yussefian, N. Z., & Kishawy, H. (2022). Intelligent machining: a review of trends, achievements and current progress. International Journal of Computer Integrated Manufacturing, 35(4-5), 359-387.

Kaynak Göster

APA
Deveci, M. Ö., & Polat, Ö. (2025). Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials. Doğu Fen Bilimleri Dergisi, 8(2), 69-79. https://doi.org/10.57244/dfbd.1794481
AMA
1.Deveci MÖ, Polat Ö. Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials. DOFEBD. 2025;8(2):69-79. doi:10.57244/dfbd.1794481
Chicago
Deveci, Mustafa Özgür, ve Ömer Polat. 2025. “Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials”. Doğu Fen Bilimleri Dergisi 8 (2): 69-79. https://doi.org/10.57244/dfbd.1794481.
EndNote
Deveci MÖ, Polat Ö (01 Aralık 2025) Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials. Doğu Fen Bilimleri Dergisi 8 2 69–79.
IEEE
[1]M. Ö. Deveci ve Ö. Polat, “Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials”, DOFEBD, c. 8, sy 2, ss. 69–79, Ara. 2025, doi: 10.57244/dfbd.1794481.
ISNAD
Deveci, Mustafa Özgür - Polat, Ömer. “Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials”. Doğu Fen Bilimleri Dergisi 8/2 (01 Aralık 2025): 69-79. https://doi.org/10.57244/dfbd.1794481.
JAMA
1.Deveci MÖ, Polat Ö. Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials. DOFEBD. 2025;8:69–79.
MLA
Deveci, Mustafa Özgür, ve Ömer Polat. “Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials”. Doğu Fen Bilimleri Dergisi, c. 8, sy 2, Aralık 2025, ss. 69-79, doi:10.57244/dfbd.1794481.
Vancouver
1.Mustafa Özgür Deveci, Ömer Polat. Statistical analysis and optimization of milling parameters for better surface roughness with minimum cutting time in machining of Al7075 materials. DOFEBD. 01 Aralık 2025;8(2):69-7. doi:10.57244/dfbd.1794481