Optimization of the surface roughness and material removal rate in turning of unidirectional glass fiber reinforced plastics using the fuzzy-grey relational technique

被引:0
|
作者
Kumar, Surinder [1 ]
Meenu [1 ]
机构
[1] Natl Inst Technol, Dept Mech Engn, Kurukshetra 136119, Haryana, India
关键词
Unidirectional glass fiber reinforced plastics; Polycrystalline diamond cutting tool; fuzzy-grey; Material removal rate; Surface roughness; GFRP COMPOSITES; INTELLIGENT SELECTION; MACHINABILITY; MODEL;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper fuzzy-grey relation technique is applied to experimental results in order to optimize the turning of unidirectional glass fiber reinforced plastics composite with consideration to multiple performance measures. The overall grey relational grade is found using fuzzy logic. To conduct experimentation L-18 orthogonal array of Taguchi is used. Cutting speed, depth of cut, feed rate, tool rake angle, tool nose radius and environment (dry, wet, cool) are taken as parameters for experimentation. Castrol water miscible soluble coolant (1:6) volumetric concentrations is used as cutting fluid. A1B1C1D1E3F1 is found to be the optimal setting for optimizing material removal rate and surface roughness. Depth of cut followed by cutting speed is found to be most influential factor by the average of grey relational grade analysis using Fuzzy logic.
引用
收藏
页码:7 / 19
页数:13
相关论文
共 50 条
  • [41] Optimization of Material Removal Rate, Surface Roughness and Kerf Width in WireED Machining of Ti-6Al-4V Using RSM and Grey Relation
    Doreswamy, D.
    Shreyas, D. S.
    Bhat, S. K.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2022, 35 (11): : 2247 - 2255
  • [42] Multi objective optimization using different methods of assigning weights to energy consumption responses, surface roughness and material removal rate during rough turning operation
    Kumar, Raman
    Bilga, Paramjit Singh
    Singh, Sehijpal
    JOURNAL OF CLEANER PRODUCTION, 2017, 164 : 45 - 57
  • [43] Optimization of surface roughness, tool wear and material removal rate in turning of Inconel 718 with ceramic composite tools using MCDM methods based on Taguchi methodology
    Boumaza, H.
    Belhadi, S.
    Yallese, M. A.
    Safi, K.
    Haddad, A.
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2022, 48 (01):
  • [44] Optimization of surface roughness, tool wear and material removal rate in turning of Inconel 718 with ceramic composite tools using MCDM methods based on Taguchi methodology
    H Boumaza
    S Belhadi
    M A Yallese
    K Safi
    A Haddad
    Sādhanā, 48
  • [45] Optimization of surface roughness and material removal rate in milling of AISI 1005 carbon steel using Taguchi approach
    Kumar, Sunil
    Saravanan, I
    Patnaik, Lokeswar
    MATERIALS TODAY-PROCEEDINGS, 2020, 22 : 654 - 658
  • [46] Optimization of Material Removal Rate and Surface Roughness in EDM Machining of Metal Matrix Composite using Genetic Algorithm
    Aharwal, K. R.
    Sitaram
    Krishna, C. M.
    MATERIALS TODAY-PROCEEDINGS, 2018, 5 (02) : 5391 - 5397
  • [47] Modeling and optimization of material removal rate and surface roughness for Al6010 HMMCs on WEDM using Response Surface Methodology
    Kumar, Mukesh
    Tamang, S. K.
    Devi, Dipika
    Dabi, M.
    Prasad, K. K.
    Thirumalai, R.
    JOURNAL OF CERAMIC PROCESSING RESEARCH, 2022, 23 (03): : 373 - 382
  • [48] Estimate of cutting forces and surface roughness in end milling of glass fiber reinforced plastic composites using fuzzy logic system
    Celik, Yahya Hisman
    Kilickap, Erol
    Yardimeden, Ahmet
    SCIENCE AND ENGINEERING OF COMPOSITE MATERIALS, 2014, 21 (03) : 435 - 443
  • [49] Prediction of surface roughness and material removal rate in wire electrical discharge machining on aluminum based alloys/composites using Taguchi coupled Grey Relational Analysis and Artificial Neural Networks
    Thankachan, Titus
    Prakash, K. Soorya
    Malini, R.
    Ramu, S.
    Sundararaj, Prabhu
    Rajandran, Sivakumar
    Rammasamy, Devaraj
    Jothi, Sathiskumar
    APPLIED SURFACE SCIENCE, 2019, 472 : 22 - 35
  • [50] Multi-objective optimization of surface roughness and cutting forces in high-speed turning of Inconel 718 using Taguchi grey relational analysis (TGRA)
    Pawade, Raju Shrihari
    Joshi, Suhas S.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 56 (1-4): : 47 - 62