Multi-objective optimization of drilling parameters for orthopaedic implants

被引:45
作者
Antil, Parvesh [1 ]
Kumar Antil, Sundeep [2 ]
Prakash, Chander [3 ]
Krolczyk, Grzegorz [4 ]
Pruncu, Catalin [5 ,6 ]
机构
[1] CCS HAU, Dept Basic Engn, Coll Agr Engn & Technol, Hisar, Haryana, India
[2] CCS HAU, Dept Soil & Water Engn, Coll Agr Engn & Technol, Hisar, Haryana, India
[3] Lovely Profess Univ, Sch Mech Engn, Phagwara, India
[4] Opole Univ Technol, Fac Mech Engn, Opole, Poland
[5] Imperial Coll London, Dept Mech Engn, Exhibit Rd, London SW7 2AZ, England
[6] Univ Birmingham, Sch Engn, Dept Mech Engn, Birmingham, W Midlands, England
关键词
Electric discharge machining; Grey relational analysis; multi-response optimization; orthopaedic implants;
D O I
10.1177/0020294020947126
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Titanium (Ti) and its alloys have gained immense popularity as biomaterials in recent years. Their excellent specific strength makes them outstanding materials for orthopaedic applications. However, in the orthopaedic application, precise micro-drilling (i.e. implants inserts) is required, which is very challenging for these materials. To overcome this issue, the present research proposes an experimental study corroborated with a multi-objective optimization by simulating the drilling under electric discharge machining of Ti-6Al-4V. Taguchi's methodology-based L-9 orthogonal array was used for the experimental study. Voltage, current, pulse on and pulse off were used as the input parameters for the experimental investigation. In order to achieve suitable precise drilling, the material removal rate and surface finish were used as response parameters. Here, by optimizing parameters of the precise drilling, it is possible to obtain high material removal rate and better surface finish simultaneously. The Grey relational analysis was adopted to analyse the output quality characteristics. The optimized results generated through the Grey relational analysis are highly accurate with respect to the experimental outcomes.
引用
收藏
页码:1902 / 1910
页数:9
相关论文
共 29 条
[1]   A review on current research trends in electrical discharge machining (EDM) [J].
Abbas, Norliana Mohd ;
Solomon, Darius G. ;
Bahari, Md. Fuad .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2007, 47 (7-8) :1214-1228
[2]  
Antil Parvesh, 2018, Materials Science Forum, V928, P144, DOI 10.4028/www.scientific.net/MSF.928.144
[3]  
Antil P., 2014, INT J ADV RES SCI EN, V3, P400
[4]   Modelling and Multi-Objective Optimization during ECDM of Silicon Carbide Reinforced Epoxy Composites [J].
Antil, Parvesh .
SILICON, 2020, 12 (02) :275-288
[5]   Taguchi's Methodology Based Electrochemical Discharge Machining of Polymer Matrix Composites [J].
Antil, Parvesh ;
Singh, Sarbjit ;
Singh, Perminder Jit .
46TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE, NAMRC 46, 2018, 26 :469-473
[6]   Electrochemical Discharge Drilling of SiC Reinforced Polymer Matrix Composite Using Taguchi's Grey Relational Analysis [J].
Antil, Parvesh ;
Singh, Sarbjit ;
Manna, Alakesh .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2018, 43 (03) :1257-1266
[7]   Prediction of Effect of Reinforcement Size and Volume Fraction on the Abrasive Wear Behavior of AA2014/B4Cp MMCs Using Artificial Neural Network [J].
Canakci, Aykut ;
Ozsahin, Sukru ;
Varol, Temel .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (08) :6351-6361
[8]   Dry drilling of alloy Ti-6Al-4V [J].
Cantero, JL ;
Tardío, MM ;
Canteli, JA ;
Marcos, M ;
Miguélez, MH .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2005, 45 (11) :1246-1255
[9]   The effect of machining on surface integrity of titanium alloy Ti-6% Al-4% V [J].
Che-Haron, CH ;
Jawaid, A .
JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2005, 166 (02) :188-192
[10]   Robust design for a flexible bearing with 1-DOF translation using the Taguchi method and the utility concept [J].
Dao, Thanh-Phong ;
Huang, Shyh-Chour .
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2015, 29 (08) :3309-3320