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Published in: International Journal on Interactive Design and Manufacturing (IJIDeM) 4/2023

27-04-2023 | Original Paper

Optimization of friction stir welding processes using multi-attributive border approximation area comparison (MABAC) method in neutrosophic fuzzy environment

Authors: Srinjoy Chatterjee, Shankar Chakraborty

Published in: International Journal on Interactive Design and Manufacturing (IJIDeM) | Issue 4/2023

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Abstract

The ability to produce high quality joints, with improved mechanical and metallurgical properties, without any harmful emissions, has caused friction stir welding (FSW) to emerge as an efficient and eco-friendly solid-state welding method that has widespread use in many of the industries, especially railway, aerospace and automotive industries. However, the quality of weld produced by FSW process is significantly impacted by the welding parameters involved. To obtain the optimal values of FSW parameters, multi-criteria decision making (MCDM) methods have proven to be an effective way of dealing with multiple input parameters and conflicting responses. Relative importance assigned to various weld characteristics by the concerned stakeholders (welders, process engineers and end users) also greatly influences the final decision with respect to optimal combination of different input parameters for a given welding operation. In this paper, application of a newly developed MCDM tool, in the form of multi-attributive border approximation area comparison (MABAC) method in neutrosophic fuzzy environment considering truth-membership, indeterminacy-membership and falsity-membership functions in a single decision making framework for parametric optimization of two FSW processes is demonstrated. The optimal combination of input parameters for the first FSW process is obtained as tool rotational speed = 1200 rpm, welding speed = 275 mm/min, shoulder diameter = 18 mm and taper-cylindrical tool pin profile. On the other hand, in the second FSW process, an optimal parametric intermix of tool rotational speed = 1000 rpm, traverse speed = 140 mm/min, tool offset = 1 mm and tilt angle = 1.5° would provide the most desired values of the weld characteristics under consideration. This integrated approach would thus help in effectively optimizing FSW processes in single-valued neutrosophic fuzzy environment.

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Literature
1.
go back to reference Sun, Y., Gong, W., Feng, J., Lu, G., Zhu, R., Li, Y.: A review of the friction stir welding of dissimilar materials between aluminium alloys and copper. Metals 12, 675 (2022)CrossRef Sun, Y., Gong, W., Feng, J., Lu, G., Zhu, R., Li, Y.: A review of the friction stir welding of dissimilar materials between aluminium alloys and copper. Metals 12, 675 (2022)CrossRef
2.
go back to reference Christy, J.V., Mourad, A.H.I., Sherif, M.M., Shivamurthy, B.: Review of recent trends in friction stir welding process of aluminium alloys and aluminium metal matrix composites. Trans. Nonferrous Met. Soc. China 31, 3281–3309 (2021)CrossRef Christy, J.V., Mourad, A.H.I., Sherif, M.M., Shivamurthy, B.: Review of recent trends in friction stir welding process of aluminium alloys and aluminium metal matrix composites. Trans. Nonferrous Met. Soc. China 31, 3281–3309 (2021)CrossRef
3.
go back to reference Rudrapati, R.: Effects of welding process conditions on friction stir welding of polymer composites: A review. Composites Part C 8, 100269 (2022) Rudrapati, R.: Effects of welding process conditions on friction stir welding of polymer composites: A review. Composites Part C 8, 100269 (2022)
4.
go back to reference Cam, G., Mistikoglu, S.: Recent developments in friction stir welding of Al-alloys. J. Mater. Eng. Perform. 23, 1936–1953 (2014)CrossRef Cam, G., Mistikoglu, S.: Recent developments in friction stir welding of Al-alloys. J. Mater. Eng. Perform. 23, 1936–1953 (2014)CrossRef
5.
go back to reference Ma, Z.Y., Feng, A.H., Chen, D.L., Shen, J.: Recent advances in friction stir welding/processing of aluminium alloys: Microstructural evolution and mechanical properties. Crit. Rev. Solid State Mater. Sci. 43, 269–333 (2018)CrossRef Ma, Z.Y., Feng, A.H., Chen, D.L., Shen, J.: Recent advances in friction stir welding/processing of aluminium alloys: Microstructural evolution and mechanical properties. Crit. Rev. Solid State Mater. Sci. 43, 269–333 (2018)CrossRef
6.
go back to reference Mohan, D.G., Wu, C.: A review on friction stir welding of steels. Chin. J. Mech. Eng. 34, 1–29 (2021)CrossRef Mohan, D.G., Wu, C.: A review on friction stir welding of steels. Chin. J. Mech. Eng. 34, 1–29 (2021)CrossRef
7.
go back to reference Sharma, S., Handa, A., Singh, S.: Influencing geometrical parameters of tools in friction stirring technology: A short review. J. Mech. Eng. 71, 257–290 (2021) Sharma, S., Handa, A., Singh, S.: Influencing geometrical parameters of tools in friction stirring technology: A short review. J. Mech. Eng. 71, 257–290 (2021)
8.
go back to reference Janeczek, A., Tomkow, J., Fydrych, D.: The Influence of tool shape and process parameters on mechanical properties of AW-3004 aluminium alloy friction stir welded joints. Materials 14, 3244 (2021)CrossRef Janeczek, A., Tomkow, J., Fydrych, D.: The Influence of tool shape and process parameters on mechanical properties of AW-3004 aluminium alloy friction stir welded joints. Materials 14, 3244 (2021)CrossRef
9.
go back to reference Shehabeldeen, T.A., Abd Elaziz, M., Elsheikh, A.H., Zhou, J.: Modeling of friction stir welding process using adaptive neuro-fuzzy inference system integrated with Harris Hawks optimizer. J. Market. Res. 8, 5882–5892 (2019) Shehabeldeen, T.A., Abd Elaziz, M., Elsheikh, A.H., Zhou, J.: Modeling of friction stir welding process using adaptive neuro-fuzzy inference system integrated with Harris Hawks optimizer. J. Market. Res. 8, 5882–5892 (2019)
11.
go back to reference Van, A.L., Nguyen, T.T.: Optimization of friction stir welding operation using optimal Taguchi-based ANFIS and genetic algorithm. J. Mech. Eng. 68, 424–438 (2022)CrossRef Van, A.L., Nguyen, T.T.: Optimization of friction stir welding operation using optimal Taguchi-based ANFIS and genetic algorithm. J. Mech. Eng. 68, 424–438 (2022)CrossRef
12.
go back to reference Babajanzade Roshan, S., Behboodi Jooibari, M., Teimouri, R., Asgharzadeh-Ahmadi, G., Falahati-Naghibi, M., Sohrabpoor, H.: Optimization of friction stir welding process of AA7075 aluminium alloy to achieve desirable mechanical properties using ANFIS and simulated annealing algorithm. Int. J. Adv. Manuf. Technol. 69, 1803–1818 (2013)CrossRef Babajanzade Roshan, S., Behboodi Jooibari, M., Teimouri, R., Asgharzadeh-Ahmadi, G., Falahati-Naghibi, M., Sohrabpoor, H.: Optimization of friction stir welding process of AA7075 aluminium alloy to achieve desirable mechanical properties using ANFIS and simulated annealing algorithm. Int. J. Adv. Manuf. Technol. 69, 1803–1818 (2013)CrossRef
13.
go back to reference Vijayan, D., Seshagiri Rao, V.: Parametric optimization of friction stir welding process of age hardenable aluminium alloys—ANFIS modelling. J. Cent. South Univ. 23, 1847–1857 (2016)CrossRef Vijayan, D., Seshagiri Rao, V.: Parametric optimization of friction stir welding process of age hardenable aluminium alloys—ANFIS modelling. J. Cent. South Univ. 23, 1847–1857 (2016)CrossRef
14.
go back to reference Deepandurai, K., Parameshwaran, R.: Multiresponse optimization of FSW parameters for cast AA7075/SiCp composite. Mater. Manuf. Processes 31, 1333–1341 (2016)CrossRef Deepandurai, K., Parameshwaran, R.: Multiresponse optimization of FSW parameters for cast AA7075/SiCp composite. Mater. Manuf. Processes 31, 1333–1341 (2016)CrossRef
15.
go back to reference Parida, B., Pal, S.: Fuzzy assisted grey Taguchi approach for optimisation of multiple weld quality properties in friction stir welding process. Sci. Technol. Weld. Joining 20, 35–41 (2015)CrossRef Parida, B., Pal, S.: Fuzzy assisted grey Taguchi approach for optimisation of multiple weld quality properties in friction stir welding process. Sci. Technol. Weld. Joining 20, 35–41 (2015)CrossRef
16.
go back to reference Sahu, P., Kumari, K., Pal, S., Pal, S.K.: Hybrid fuzzy-grey-Taguchi based multi weld quality optimization of Al/Cu dissimilar friction stir welded joints. Adv. Manuf. 4, 237–247 (2016)CrossRef Sahu, P., Kumari, K., Pal, S., Pal, S.K.: Hybrid fuzzy-grey-Taguchi based multi weld quality optimization of Al/Cu dissimilar friction stir welded joints. Adv. Manuf. 4, 237–247 (2016)CrossRef
17.
go back to reference Chauhan, A., Kumar, S.: An overview of optimization techniques used for friction stir welding process parameters. Res. J. Eng.Technol. 9, 21–26 (2018)CrossRef Chauhan, A., Kumar, S.: An overview of optimization techniques used for friction stir welding process parameters. Res. J. Eng.Technol. 9, 21–26 (2018)CrossRef
18.
go back to reference Singh MK, Porwal RK, Mishra S (2020) Optimization-related studies on the operational parameters of friction stir welding: An overview. In: Singh I, Bajpai P, Panwar K (eds) Trends in Manufacturing Processes. Lecture Notes on Multidisciplinary Industrial Engineering. Springer, Singapore https://doi.org/10.1007/978-981-32-9099-0_1 Singh MK, Porwal RK, Mishra S (2020) Optimization-related studies on the operational parameters of friction stir welding: An overview. In: Singh I, Bajpai P, Panwar K (eds) Trends in Manufacturing Processes. Lecture Notes on Multidisciplinary Industrial Engineering. Springer, Singapore https://​doi.​org/​10.​1007/​978-981-32-9099-0_​1
20.
go back to reference Atanassov, K.T.: Intutionistic fuzzy sets. Fuzzy Sets Syst. 20, 87–96 (1986)CrossRef Atanassov, K.T.: Intutionistic fuzzy sets. Fuzzy Sets Syst. 20, 87–96 (1986)CrossRef
21.
go back to reference Smarandache F (1999) A unifying field in logics: Neutrosophic logic. In: Philosophy, American Research Press 1–141 Smarandache F (1999) A unifying field in logics: Neutrosophic logic. In: Philosophy, American Research Press 1–141
22.
go back to reference Biswas, P., Pramanik, S., Giri, B.C.: Entropy based grey relational analysis for multi-attribute decision making under single valued neutrosophic assessments. Neutrosophic Sets Syst. 2, 102–110 (2014) Biswas, P., Pramanik, S., Giri, B.C.: Entropy based grey relational analysis for multi-attribute decision making under single valued neutrosophic assessments. Neutrosophic Sets Syst. 2, 102–110 (2014)
23.
go back to reference Wang, H., Smarandache, F., Zhang, Y., Sunderraman, R.: Single valued neutrosophic sets. Multispace Multistruct. 4, 410–413 (2010)MATH Wang, H., Smarandache, F., Zhang, Y., Sunderraman, R.: Single valued neutrosophic sets. Multispace Multistruct. 4, 410–413 (2010)MATH
24.
go back to reference Pamučar, D., Ćirović, G.: The selection of transport and handling resources in logistics centers using multi-attributive border approximation area comparison (MABAC). Expert Syst. Appl. 42, 3016–3028 (2015)CrossRef Pamučar, D., Ćirović, G.: The selection of transport and handling resources in logistics centers using multi-attributive border approximation area comparison (MABAC). Expert Syst. Appl. 42, 3016–3028 (2015)CrossRef
25.
go back to reference Peng, X., Dai, J.: Approaches to single-valued neutrosophic MADM based on MABAC, TOPSIS and new similarity measure with score function. Neural Comput. Appl. 29, 939–954 (2018)CrossRef Peng, X., Dai, J.: Approaches to single-valued neutrosophic MADM based on MABAC, TOPSIS and new similarity measure with score function. Neural Comput. Appl. 29, 939–954 (2018)CrossRef
26.
go back to reference Jain, N., Kumar, R.: Multi-response optimization of process parameters in friction stir welded aluminium 6061–T6 alloy using Taguchi grey relational analysis. World J. Eng. 19, 707–716 (2022)CrossRef Jain, N., Kumar, R.: Multi-response optimization of process parameters in friction stir welded aluminium 6061–T6 alloy using Taguchi grey relational analysis. World J. Eng. 19, 707–716 (2022)CrossRef
27.
go back to reference Biswas, P., Pramanik, S., Giri, B.C.: TOPSIS method for multi-attribute decision-making under single-valued neutrosophic environment. Neural Comput. Appl. 27, 727–737 (2016)CrossRef Biswas, P., Pramanik, S., Giri, B.C.: TOPSIS method for multi-attribute decision-making under single-valued neutrosophic environment. Neural Comput. Appl. 27, 727–737 (2016)CrossRef
28.
go back to reference Tamjidy, M., Baharudin, B.H.T., Paslar, S., Matori, K.A., Sulaiman, S., Fadaeifard, F.: Multi-objective optimization of friction stir welding process parameters of AA6061-T6 and AA7075-T6 using a biogeography-based optimization algorithm. Materials 10, 533 (2017)CrossRef Tamjidy, M., Baharudin, B.H.T., Paslar, S., Matori, K.A., Sulaiman, S., Fadaeifard, F.: Multi-objective optimization of friction stir welding process parameters of AA6061-T6 and AA7075-T6 using a biogeography-based optimization algorithm. Materials 10, 533 (2017)CrossRef
29.
go back to reference Saeedy, S., Givi, M.B.: Investigation of the effects of critical process parameters of friction stir welding of polyethylene. Proc. Inst. Mech. Eng. Part B J. Eng. Manuf. 225, 1305–1310 (2011)CrossRef Saeedy, S., Givi, M.B.: Investigation of the effects of critical process parameters of friction stir welding of polyethylene. Proc. Inst. Mech. Eng. Part B J. Eng. Manuf. 225, 1305–1310 (2011)CrossRef
30.
go back to reference Aydin, M.: Effects of welding parameters and pre-heating on the friction stir welding of UHMW-polyethylene. Polym. Plast. Technol. Eng. 39, 595–601 (2010)CrossRef Aydin, M.: Effects of welding parameters and pre-heating on the friction stir welding of UHMW-polyethylene. Polym. Plast. Technol. Eng. 39, 595–601 (2010)CrossRef
31.
go back to reference Fuse, K., Badheka, V.: Effect of shoulder diameter on bobbin tool friction stir welding of AA 6061–T6 alloy. Mater. Today Proc. 42, 810–815 (2021)CrossRef Fuse, K., Badheka, V.: Effect of shoulder diameter on bobbin tool friction stir welding of AA 6061–T6 alloy. Mater. Today Proc. 42, 810–815 (2021)CrossRef
32.
go back to reference Kadaganchi, R., Gankidi, M.R., Gokhale, H.: Optimization of process parameters of aluminium alloy AA 2014–T6 friction stir welds by response surface methodology. Def. Technol. 11, 209–219 (2015)CrossRef Kadaganchi, R., Gankidi, M.R., Gokhale, H.: Optimization of process parameters of aluminium alloy AA 2014–T6 friction stir welds by response surface methodology. Def. Technol. 11, 209–219 (2015)CrossRef
33.
go back to reference Rajamanickam, N., Balusamy, V.: Effects of process parameters on mechanical properties of friction stir welds using design of experiments. Indian J. Eng. Mater. Sci. 15, 293–299 (2008) Rajamanickam, N., Balusamy, V.: Effects of process parameters on mechanical properties of friction stir welds using design of experiments. Indian J. Eng. Mater. Sci. 15, 293–299 (2008)
Metadata
Title
Optimization of friction stir welding processes using multi-attributive border approximation area comparison (MABAC) method in neutrosophic fuzzy environment
Authors
Srinjoy Chatterjee
Shankar Chakraborty
Publication date
27-04-2023
Publisher
Springer Paris
Published in
International Journal on Interactive Design and Manufacturing (IJIDeM) / Issue 4/2023
Print ISSN: 1955-2513
Electronic ISSN: 1955-2505
DOI
https://doi.org/10.1007/s12008-023-01308-6

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