Optimisation of multiple response characteristics on end milling of aluminium alloy using Taguchi-Grey relational approach

被引:56
|
作者
Pillai, Jayakrishnan Unnikrishna [1 ]
Sanghrajka, Ikshit [1 ]
Shunmugavel, Manikandakumar [1 ]
Muthuramalingam, T. [2 ]
Goldberg, Moshe [1 ]
Littlefair, Guy [3 ]
机构
[1] Deakin Univ, Sch Engn, Fac Sci Engn & Built Environm, Waurn Ponds, Vic 3216, Australia
[2] SRM Inst Sci & Technol, Dept Mech Engn, Kattankulathur, India
[3] Auckland Univ Technol, Fac Design & Creat Technol, Auckland, New Zealand
关键词
Milling; Grey relational analysis; Robotic machining centres; Optimisation; SURFACE-ROUGHNESS; PROCESS PARAMETERS; MACHINING PARAMETERS; CUTTING PARAMETERS; TURNING OPERATIONS; NEURAL-NETWORK; DESIGN; STEEL;
D O I
10.1016/j.measurement.2018.04.052
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Computer Aided Manufacturing improves productivity in the modern manufacturing environment, however optimisation of numerous factors involved in automated manufacturing or material removal environment is critical to produce high quality products. This present study aims to derive a set of optimal process parameter combination for end milling process of Al6005A alloy on a 6-axis robotic machining centre. In addition, the effect of process parameters such as tool path strategic, spindle speed and feed rate on the performance characteristics such as machining time and surface roughness have been studied using Taguchi-Grey relational optimisation method. From the experimental results, it has been found that the tool path strategy has the most considerable influence on the performance characteristics considered, since it can optimise the motion of the robotic machining arm to provide high productivity and product quality. The optimal combination of the process parameters has been estimated using Taguchi-Grey relational analysis and the improvement of performance characteristics has been verified in the confirmation test for optimising milling processes of robotic machining centers.
引用
收藏
页码:291 / 298
页数:8
相关论文
共 50 条
  • [31] Multi-objective Optimization of Woven Fabric Parameters Using Taguchi-Grey Relational Analysis
    Almetwally, Alsaid Ahemd
    JOURNAL OF NATURAL FIBERS, 2020, 17 (10) : 1468 - 1478
  • [32] Optimisation of multiple quality characteristics of hardfacing using grey-based Taguchi method
    Ilo, S.
    Just, Ch
    Xhiku, F.
    MATERIALS & DESIGN, 2012, 33 : 459 - 468
  • [33] Multi-response optimisation of wear parameters of B4C reinforced Al-Fe-Si composites: Using Taguchi-grey relational analysis
    Talluri, Bharat Kumar
    Rao, R. Narasimha
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2024,
  • [34] MULTI RESPONSE CHARACTERISTICS OF PROCESS PARAMETERS DURING END MILLING OF GFRP USING GREY-BASED TAGUCHI METHOD
    Sreenivasulu, Reddy
    INDEPENDENT JOURNAL OF MANAGEMENT & PRODUCTION, 2014, 5 (02): : 299 - 313
  • [35] Optimization of Mixing Parameters in Nanosilica Toughened Cement Mortar Using Taguchi-Grey Relational Analysis
    Vasanthi, P.
    Selvan, S. Senthil
    SILICON, 2022, 14 (01) : 127 - 133
  • [36] Multi-response milling process optimization using the Taguchi method coupled to grey relational analysis
    Shankar, Subramaniam
    Mohanraj, Thangamuthu
    Karuppusamy, Sevagoundanoor
    MATERIALS TESTING, 2016, 58 (05) : 462 - 470
  • [37] Optimisation of mechanical behaviour of Calotropis gigantea and Prosopis juliflora natural fibre-based hybrid composites by using Taguchi-Grey relational analysis
    Ganesan, Velmurugan
    Shanmugam, Vigneshwaran
    Alagumalai, Vasudevan
    Kaliyamoorthy, Babu
    Das, Oisik
    Misra, Manjusri
    COMPOSITES PART C: OPEN ACCESS, 2024, 13
  • [38] Taguchi-grey relational based multi response optimization of electrical process parameters in electrical discharge machining
    Muthuramalingam, T. (muthu1060@gmail.com), 1600, National Institute of Science Communication and Information Resources (20):
  • [39] Taguchi-grey relational based multi response optimization of electrical process parameters in electrical discharge machining
    Muthuramalingam, T.
    Mohan, B.
    INDIAN JOURNAL OF ENGINEERING AND MATERIALS SCIENCES, 2013, 20 (06) : 471 - 475
  • [40] Hybrid taguchi-grey relational analysis approach for optimizing cutter operational parameters in selective cauliflower harvesting
    Kushwah, Ajay
    Sharma, P. K.
    Kushwaha, H. L.
    Sharma, Brij Bihari
    Shrivastava, A. K.
    Nag, Ramineni Harsha
    Chowdhury, Manojit
    Carpenter, Gopal
    Yadav, Rashmi
    SCIENTIFIC REPORTS, 2024, 14 (01):