Multi-response Optimization of Ni55.8Ti Shape Memory Alloy Using Taguchi-Grey Relational Analysis Approach

被引：24

作者：

Rathi, Piyush ^{[1
]}

Ghiya, Rutvik ^{[1
]}

Shah, Hem ^{[1
]}

Srivastava, Pratyush ^{[1
]}

Patel, Shalin ^{[1
]}

Chaudhari, Rakesh ^{[1
]}

Vora, Jay ^{[1
]}

机构：

[1] Pandit Deendayal Petr Univ, Dept Mech Engn, Gandhinagar, India

来源：

RECENT ADVANCES IN MECHANICAL INFRASTRUCTURE ( ICRAM 2019) | 2020年

关键词：

WEDM; Anova; Shape memory alloys; Nitinol; Grey relational analysis; PARAMETERS; WEDM;

D O I：

10.1007/978-981-32-9971-9_2

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Wire electrical discharge machining process is largely applicable to any conductive material regardless of its hardness. The present study aims to investigate the influence of input process parameters such as pulse on time, pulse off time and current on output responses of MRR and SR for Ni55.8Ti shape memory alloy. Taguchi's L9 orthogonal array design has been utilized to conduct the experiments. ANOVA is used to study significance and non-significance of the response variables. All the process parameters are found to be significant for both the output responses. Grey relational analysis have been used to obtain an optimal combination of WEDM parameters to maximize the cutting rate while minimizing surface roughness for shape memory alloys, which is themost preferred material for aerospace and biomedical application because of its high resistance to corrosion and a non-toxic nature. Predicted values obtained at an optimal condition using GRA have been validated by experimental trail and show a very close relation.

引用

页码：13 / 23

页数：11

共 19 条

[1]

[Anonymous], 2003, GREY RELATIONAL MODE

[2]

Bharti P.S., 2010, International Journal of Engineering Science and Technology, V2, P6464

[3]

Deng Julong, 1989, Journal of Grey Systems, V1, P1

[4] Multi Objective Optimization of Process Parameters in WEDM during Machining of SS304 [J].

Gowd, G. Harinath ;

Reddy, M. Gunasekhar ;

Sreenivasulu, Bathina ;

Ravuri, Manu .

INTERNATIONAL CONFERENCE ON ADVANCES IN MANUFACTURING AND MATERIALS ENGINEERING (ICAMME 2014), 2014, 5 :1408-1416

[5] A review of shape memory alloy research, applications and opportunities [J].

Jani, Jaronie Mohd ;

Leary, Martin ;

Subic, Aleksandar ;

Gibson, Mark A. .

MATERIALS & DESIGN, 2014, 56 :1078-1113

[6] Optimisation of the EDM process based on the orthogonal array with fuzzy logic and grey relational analysis method [J].

Lin, CL ;

Lin, JL ;

Ko, TC .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2002, 19 (04) :271-277

[7] A study on the machining characteristics of TiNi shape memory alloys [J].

Lin, HC ;

Lin, KM ;

Chen, YC .

JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2000, 105 (03) :327-332

[8] Modeling and optimization of Wire-EDM parameters for machining of Ni55.8Ti shape memory alloy using hybrid approach of Taguchi and NSGA-II [J].

Magabe, Raymond ;

Sharma, Neeraj ;

Gupta, Kapil ;

Paulo Davim, J. .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 102 (5-8) :1703-1717

[9] Application of GRNN and multivariate hybrid approach to predict and optimize WEDM responses for Ni-Ti shape memory alloy [J].

Majumder, Himadri ;

Maity, Kalipada .

APPLIED SOFT COMPUTING, 2018, 70 :665-679

[10] Effect of electrode material in wire electro discharge machining characteristics of Ti50Ni50-xCux shape memory alloy [J].

Manjaiah, M. ;

Narendranath, S. ;

Basavarajappa, S. ;

Gaitonde, V. N. .

PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2015, 41 :68-77

← 1 2 →