Evaluation of minimal quantity lubrication effects on surface roughness in milling with coated and uncoated tools using kurtosis quantification method approach

被引:0
|
作者
Jamil, Norlida [1 ]
Zamri, Mohd Fawzi [1 ]
Yusoff, Ahmad Razlan [1 ]
机构
[1] Univ Malaysia Pahang, Kolej Kejuruteraan, Kuantan 26300, Pahang, Malaysia
关键词
Kurtosis quantification; acceleration signal; minimal quantity lubrication (MQL);
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The present work's main contribution is applying kurtosis quantification to analyse complicated or random type of milling vibration signals under dry and minimal quantity lubrication (MQL) to achieve good surface quality. The milling process is carried out using coated and uncoated cutting tools on ductile iron under the selected MQL volume flow rate parameter. The results obtained from kurtosis and skewness measurement are then verified with average surface roughness measurement (Ra). From the experimental work, it was found that kurtosis demonstrate the effectiveness on feature extraction. The dry milling using uncoated tools contributes high values of vibration signals and surface roughness. Meanwhile, the Ra values improvement, which reduces by 70% when MQL is applied.
引用
收藏
页码:369 / 370
页数:2
相关论文
共 38 条
  • [21] Intelligent prediction using AI-based modeling and optimization of surface roughness in Al7049 end milling with coconut oil under minimum quantity lubrication
    Lavanya, G.
    Sundaramurthy, K.
    Subburam, V.
    Makesh, M.
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2024, 38 (04) : 2005 - 2014
  • [22] Surface Roughness Evaluation of AZ31B Magnesium Alloy After Rough Milling Using Tools with Different Geometries
    Zagorski, Ireneusz
    STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING, 2024, 70 (7-8): : 355 - 368
  • [23] Characterising surface roughness of Ti-6Al-4V alloy machined using coated and uncoated carbide tools with variable nose radius by machine learning
    Mazid, Abdul Md
    Imam, Tasadduq
    Ahsan, Kazi Badrul
    Khandoker, Neamul
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 124
  • [24] Evaluation of the Surface Integrity when Machining LM6 Aluminum Metal Matrix Composites using Coated and Uncoated Carbide Cutting Tools
    Abu Bakar, Mohd Hadzley
    Ahmad, Siti Sarah Nadia
    Abdullah, Raja Izamshah Raja
    Ali, Mohd Amran Md
    Kasim, Mohd Shahir
    Sulaiman, Mohd Amri
    Raffi, Nurul Fatin Mohamad
    4TH MECHANICAL AND MANUFACTURING ENGINEERING, PTS 1 AND 2, 2014, 465-466 : 1049 - 1053
  • [25] Investigation of roughness, topography, microhardness, white layer and surface chemical composition in high speed milling of Ti-6Al-4V using minimum quantity lubrication
    Hassanpour, Hamed
    Rasti, Amir
    Sadeghi, Mohammad Hossein
    Khosrowshahi, Javad Hashemi
    MACHINING SCIENCE AND TECHNOLOGY, 2020, 24 (05) : 719 - 738
  • [26] Wavelet based decoupled method for the investigation of surface roughness effects in elastohydrodynamic lubrication problems using couple stress fluid
    Shiralashetti, S. C.
    Kantli, M. H.
    AIN SHAMS ENGINEERING JOURNAL, 2018, 9 (04) : 757 - 766
  • [27] An experimental investigation on the effects of combined application of ultrasonic assisted milling (UAM) and minimum quantity lubrication (MQL) on cutting forces and surface roughness of Ti-6AL-4V
    Namlu, Ramazan Hakki
    Sadigh, Bahram Lotfi
    Kilic, Sadik Engin
    MACHINING SCIENCE AND TECHNOLOGY, 2021, 25 (05) : 738 - 775
  • [28] Investigation of Couple Stress Fluid and Surface Roughness Effects in the Elastohydrodynamic Lubrication Problems using Wavelet-Based Decoupled Method
    Shiralashetti, Siddu C.
    Kantli, Mounesha H.
    LUBRICANTS, 2016, 4 (01):
  • [29] Effects of a variety of cutting fluids administered using the minimum quantity lubrication method on the surface grinding process for nickel-based alloys
    Wojcik, Ryszard
    Nadolny, Krzysztof
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2017, 18 (09): : 728 - 740
  • [30] EVALUATION OF TOOL LIFE - TOOL WEAR IN MILLING OF INCONEL 718 SUPERALLOY AND THE INVESTIGATION OF EFFECTS OF CUTTING PARAMETERS ON SURFACE ROUGHNESS WITH TAGUCHI METHOD
    Motorcu, Ali Riza
    Kus, Abdil
    Arslan, Ridvan
    Tekin, Yucel
    Ezentas, Ridvan
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2013, 20 (05): : 765 - 774