Analysis and optimisation of machining parameters in micro turning using RSM

被引:6
作者
Selvakumar, S. [1 ]
Kumar, R. Ravi [2 ]
Ganesan, K. [3 ]
机构
[1] Roever Engn Coll, Fac Mech Engn, Perambalur, Tamil Nadu, India
[2] CMS Coll Engn, Dept Mech Engn, Namakkal 637003, Tamil Nadu, India
[3] PSG Coll Technol, Dept Mech Engn, Coimbatore 641004, Tamil Nadu, India
关键词
micro turning; response surface methodology; RSM; titanium alloy; tool wear; surface roughness; SURFACE-ROUGHNESS; TOOL; IMPROVEMENT; PREDICTION; TI-6AL-4V; LATHE; ALLOY;
D O I
10.1504/IJMPT.2015.070098
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Miniaturisation of industrial products has been the trend of technological development for creating smaller and precision components which plays an important role in today's need. Titanium alloy Gr. 2 is one of the most extensively used Ti alloys for high temperature application components, because of its low weight and high strength even at elevated temperatures for applications like aerospace gas turbine compartments. In this paper, the performance of micro turning of titanium alloy with cermet insert is investigated using response surface methodology and Box-Behnken design (BBD). Two empirical models have been developed for predicting the tool wear and surface roughness. The analysis reveals that the cutting speed and feed rate are more influencing parameters on responses. The optimisation results showed that the combination of medium spindle speed, feed rate, and high depth of cut are necessary to minimise the tool wear and surface roughness. A verification experiment is conducted and compared.
引用
收藏
页码:75 / 97
页数:23
相关论文
共 50 条
[41]   Modeling and optimization of the turning parameters of cobalt alloy (Stellite 6) based on RSM and desirability function [J].
Saidi, Riadh ;
Ben Fathallah, Brahim ;
Mabrouki, Tarek ;
Belhadi, Salim ;
Yallese, Mohamed Athmane .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 100 (9-12) :2945-2968
[42]   Effect of machining parameters on turning process of Inconel 718 [J].
Pinheiro, Cleverson ;
Kondo, Marcel Yuzo ;
Amaral, Simone Simoes ;
Callisaya, Emanuele Schneider ;
Candido De Souza, Jose Vitor ;
De Sampaio Alves, Manoel Cleber ;
Ribeiro, Marcos Valerio .
MATERIALS AND MANUFACTURING PROCESSES, 2021, 36 (12) :1421-1437
[43]   A Study on the Effect of Machining Parameters in Turning of Lead Alloy [J].
Arefi, Gazi Anzum ;
Das, Ratnakar ;
Sahoo, A. K. ;
Routara, B. C. ;
Nanda, B. K. .
MATERIALS TODAY-PROCEEDINGS, 2017, 4 (08) :7562-7572
[44]   Optimisation of parameters affecting surface roughness of Co28Cr6Mo medical material during CNC lathe machining by using the Taguchi and RSM methods [J].
Asilturk, Ilhan ;
Neseli, Suleyman ;
Ince, Mehmet Alper .
MEASUREMENT, 2016, 78 :120-128
[45]   Prediction of tool chatter in turning using RSM and ANN [J].
Kumar, Shailendra ;
Singh, Bhagat .
MATERIALS TODAY-PROCEEDINGS, 2018, 5 (11) :23806-23815
[46]   Optimisation of Machining Parameters using Grey Relation Analysis integrated with Harmony Search for Turning of AISI D2 Steel [J].
Kumari, Soni ;
Kumar, Anshuman ;
Yadav, Rajiv Kumar ;
Vivekananda, K. .
MATERIALS TODAY-PROCEEDINGS, 2018, 5 (05) :12750-12756
[47]   Optimizing EDM process parameters with the use of GRA-based RSM for machining titanium alloy [J].
Mohankumar, Velusamy ;
Kumar, Marudhamuthu Shanmugam Senthil ;
Karthik, Aruchamy ;
Bojer, Amanuel Kumsa ;
Ali, Enas ;
Ghoneim, Sherif S. M. ;
Abou Sharaf, Ahmed B. .
RESULTS IN ENGINEERING, 2025, 26
[48]   Optimization of process parameters in CNC turning of aluminium alloy using hybrid RSM cum TLBO approach [J].
Rudrapati, R. ;
Sahoo, P. ;
Bandyopadhyay, A. .
INTERNATIONAL CONFERENCE ON ADVANCES IN MATERIALS AND MANUFACTURING APPLICATIONS (ICONAMMA-2016), 2016, 149
[49]   Analysis and optimisation of the cutting parameters based on machinability factors in turning AISI 4140 steel [J].
Ozdemir, Mustafa ;
Sahinoglu, Abidin ;
Rafighi, Mohammad ;
Yilmaz, Volkan .
CANADIAN METALLURGICAL QUARTERLY, 2022, 61 (04) :407-417
[50]   A review: use of evolutionary algorithm for optimisation of machining parameters [J].
Zolpakar, Nor Atiqah ;
Yasak, Mohd Fuad ;
Pathak, Sunil .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 115 (1-2) :31-47