Comparison between the machinability of different titanium alloys (Ti-6Al-4V and Ti-6Al-7Nb) employing the multi-objective optimization

被引:5
作者
Mello, Amanda Oliveira [1 ]
Dutra Pereira, Robson Bruno [1 ]
Lauro, Carlos Henrique [1 ,2 ]
Brandao, Lincoln Cardoso [1 ]
Davim, J. Paulo [2 ]
机构
[1] Univ Fed Sao Joao del Rei, Ctr Innovat Sustainable Mfg, Dept Mech Engn & Ind, Praca Frei Orlando 170, BR-36307352 Sao Joao Del Rei, Brazil
[2] Univ Aveiro, Dept Mech Engn, Campus Santiago, P-3810193 Aveiro, Portugal
关键词
Titanium alloys; Cutting force; Surface roughness; Multi-objective optimization; GREY RELATIONAL ANALYSIS; SURFACE-ROUGHNESS; MULTIRESPONSE OPTIMIZATION; MACHINING PARAMETERS; CUTTING PARAMETERS; TURNING OPERATIONS; HARDENED STEEL; QUALITY; PERFORMANCE; PREDICTION;
D O I
10.1007/s40430-021-03216-w
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Titanium and its alloys are amongst the most important metallic materials used by many industries, such as those pertaining to the aerospace, automotive, and biomedical sectors. This is due to the reliability and functionality of titanium components, in addition to their high strength-to-weight ratio and corrosion resistance. Thus, titanium and its alloys are of great importance to the challenging operations of these sectors. The manufacturing of titanium requires great accuracy to ensure that resulting products meet quality requirements, due to its difficult machinability. In this study, the cutting forces and surface roughness of the turning were analysed to compare different titanium alloys, Ti-6Al-4V and Ti-6Al-7Nb, with CVD-coated and uncoated inserts. The effect of control factors on the response variables was measured using ANOVA. Response surface methodology was applied to the creation of a model of responses and to a bi-objective optimization process via the normalized normal constraint method. The Pareto-optimal sets of both alloys were achieved, which may be applied to practical situations to achieve optimal results for these responses. The models and optimization results confirmed the similarity of machinability values between the Ti-6Al-4 V and Ti-6Al-7Nb alloys. The uncoated inserts yielded the best surface roughness and cutting force results when used with both titanium alloys.
引用
收藏
页数:14
相关论文
共 34 条
[1]   Sustainable turning of the Ti-6Al-4V alloy at low feed rates: surface quality assessment [J].
Carou, Diego ;
Ma Rubio, Eva ;
de Agustina, Beatriz ;
Teti, Roberto .
14TH GLOBAL CONFERENCE ON SUSTAINABLE MANUFACTURING, GCSM 2016, 2017, 8 :769-774
[2]   Surface Grinding of Ti-6Al-4V Alloy with SiC Abrasive Wheel at Various Cutting Conditions [J].
de Mello, Antonio Vitor ;
de Silva, Rosemar Batista ;
Machado, Alisson Rocha ;
Gelamo, Rogerio Valentim ;
Diniz, Anselmo Eduardo ;
Moreira de Oliveira, Rodolfo Fischer .
45TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 45), 2017, 10 :590-600
[3]  
Dietzsch M, 1998, INT J MACH TOOL MANU, V38, P625
[4]   Modelling and multi-objective optimization of surface roughness and kerf taper angle in abrasive water jet machining of steel [J].
Dumbhare, Parikshit A. ;
Dubey, Shikha ;
Deshpande, Yogesh V. ;
Andhare, Atul B. ;
Barve, Purushottam S. .
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2018, 40 (05)
[5]   Multi-objective robust design of helical milling hole quality on AISI H13 hardened steel by normalized normal constraint coupled with robust parameter design [J].
Dutra Pereira, Robson Bruno ;
da Silva, Laila Alves ;
Lauro, Carlos Henrique ;
Brandao, Lincoln Cardoso ;
Ferreira, Joao Roberto ;
Davim, J. Paulo .
APPLIED SOFT COMPUTING, 2019, 75 :652-685
[6]   A tutorial on multiobjective optimization: fundamentals and evolutionary methods [J].
Emmerich, Michael T. M. ;
Deutz, Andre H. .
NATURAL COMPUTING, 2018, 17 (03) :585-609
[7]   Microstructural Characterization of Ti-6Al-7Nb Alloy After Severe Plastic Deformation [J].
Gallego, Juno ;
Pinheiro, Tiago Santos ;
Valiev, Ruslan Zufarovich ;
Polyakova, Veronika ;
Bolfarini, Claudemiro ;
Kiminami, Claudio Shyinti ;
Jorge, Alberto Moreira, Jr. ;
Botta, Walter Jose .
MATERIALS RESEARCH-IBERO-AMERICAN JOURNAL OF MATERIALS, 2012, 15 (05) :786-791
[8]   Multi-objective process optimization of wire electrical discharge machining based on response surface methodology [J].
Ghodsiyeh, Danial ;
Golshan, Abolfazl ;
Izman, S. .
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2014, 36 (02) :301-313
[9]   Optimization of process parameters for high speed machining of Ti-6Al-4V using response surface methodology [J].
Hashmi, Khalid H. ;
Zakria, Ghulam ;
Raza, Muhammad Baqar ;
Khalil, Shahid .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 85 (5-8) :1847-1856
[10]   Application of grey relational analysis based on Taguchi method for optimizing machining parameters in hard turning of high chrome cast iron [J].
Kalyon, Ali ;
Gunay, Mustafa ;
Ozyurek, Dursun .
ADVANCES IN MANUFACTURING, 2018, 6 (04) :419-429