Performance of Al2O3/TiO2 Hybrid Nano-Cutting Fluid in MQL Turning Operation via RSM Approach

被引:11
作者
Arifuddin, Ariffin [1 ]
Redhwan, Abd Aziz Mohammad [1 ]
Azmi, Wan Hamzah [2 ,3 ]
Zawawi, Nurul Nadia Mohd [2 ]
机构
[1] Univ Coll TATI, Fac Engn Technol, Kemaman 24000, Terengganu, Malaysia
[2] Ctr Res Adv Fluid & Proc, Lebuhraya Tun Razak, Kuantan 26300, Pahang, Malaysia
[3] Univ Malaysia Pahang, Fac Mech & Automot Engn Technol, Pekan 26600, Pahang, Malaysia
关键词
minimum quantity lubrication; Al2O3-TiO2 hybrid nanofluids; nano-cutting fluid; CNC turning; response surface method; OPTIMIZATION; NANOFLUIDS; STEEL; ALLOY; DRY;
D O I
10.3390/lubricants10120366
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Cutting fluids can be used to cool workpieces at high cutting speeds and remove chips from cutting zones. The effectiveness of cutting fluids may be improved with the addition of hybrid nanoparticle dispersion. This study evaluates the effectiveness of an Al2O3-TiO2 hybrid as a cutting fluid in turning operations. The Al2O3-TiO2 hybrid nano-cutting fluid was prepared using a one-step method in computer numerical control (CNC) coolant with concentrations of up to 4%. Utilizing air-assisted nano-cutting fluids injected through a minimum quantity lubrication (MQL) setup, the effectiveness of turning cutting performance, cutting temperature (degrees C), average surface roughness (Ra), and tool wear (%) were evaluated. Then, the response surface method (RSM) was utilized as the design of experiment (DOE) to optimize the turning cutting performance parameters. The combination of 4% hybrid nano-cutting fluid concentration, 0.1 mm/rev feed rate, and 0.55 mm depth of cut yielded the lowest cutting temperature, surface roughness, and tool wear values of 25.3 degrees C, 0.480 mu m, and 0.0104%, respectively. The 4% concentration of Al2O3/TiO2 hybrid nano-cutting fluid inclusion achieved the highest surface roughness reduction that led to better surface finish and the lowest tool-wear reduction led to longer tool life. Therefore, Al2O3/TiO2 hybrid nano-cutting fluids were strongly recommended in turning operations for CNC lathes.
引用
收藏
页数:16
相关论文
共 32 条
[1]   Effects of cutting fluids with nano-silver and borax additives on milling performance of aluminium alloys [J].
Cetin, M. Huseyin ;
Kilincarslan, Sena Kabave .
JOURNAL OF MANUFACTURING PROCESSES, 2020, 50 :170-182
[2]   Evaluation of vegetable based cutting fluids with extreme pressure and cutting parameters in turning of AISI 304L by Taguchi method [J].
Cetin, M. Huseyin ;
Ozcelik, Babur ;
Kuram, Emel ;
Demirbas, Erhan .
JOURNAL OF CLEANER PRODUCTION, 2011, 19 (17-18) :2049-2056
[3]  
Debnath S., 2021, Sustainable Manufacturing, P109, DOI [10.1016/B978-0-12-818115-7.00014-6, DOI 10.1016/B978-0-12-818115-7.00014-6]
[4]   Optimization of penetration rate in rotary percussive drilling using two techniques: Taguchi analysis and response surface methodology (RMS) [J].
Derdour, Fatima Zohra ;
Kezzar, Mohamed ;
Khochemane, Lakhdar .
POWDER TECHNOLOGY, 2018, 339 :846-853
[5]   Effect of nanoparticles in cutting fluid for structural machining of Inconel 718 [J].
Faheem, Abdul ;
Husain, Taliv ;
Hasan, Faisal ;
Murtaza, Qasim .
ADVANCES IN MATERIALS AND PROCESSING TECHNOLOGIES, 2022, 8 (01) :259-276
[6]   RETRACTED: Optimization of machining parameters and cutting fluids during nano-fluid based minimum quantity lubrication turning of titanium alloy by using evolutionary techniques (Retracted article. See vol. 391, 2023) [J].
Gupta, Munish Kumar ;
Sood, P. K. ;
Sharma, Vishal S. .
JOURNAL OF CLEANER PRODUCTION, 2016, 135 :1276-1288
[7]  
Ilman Hakimi Chua Abdullah M., 2019, Journal of Advanced Research in Fluid Mechanics and Thermal Sciences Journal homepage, V61, P129
[8]   Rotating flow assessment of magnetized mixture fluid suspended with hybrid nanoparticles and chemical reactions of species [J].
Khan, Noor Saeed ;
Shah, Qayyum ;
Sohail, Arif ;
Ullah, Zafar ;
Kaewkhao, Attapol ;
Kumam, Poom ;
Zubair, Seema ;
Ullah, Naeem ;
Thounthong, Phatiphat .
SCIENTIFIC REPORTS, 2021, 11 (01)
[9]  
Kopac J., 2009, J ACHIEVEMENTS MAT M, V34, P180
[10]   Stability analysis of heat transfer hybrid/water nanofluids [J].
Kumar, P. C. Mukesh ;
Palanisamy, K. ;
Vijayan, V. .
MATERIALS TODAY-PROCEEDINGS, 2020, 21 :708-712