A SYSTEMATIC FRAMEWORK FOR FEASIBILITY EVALUATION IN WELDING FLUX DEVELOPMENT
DOI:
https://doi.org/10.4314/njt.2026.5565Keywords:
Feasible criterion space, Flux quality attributes, Multi-objective optimisation, Pareto front, Welding consumableAbstract
The long lead time and resource consumption associated with the traditional trial-and-error method have been a significant challenge in welding flux design (WFD). The methods for assessing feasibility early in the WFD process before committing significant resources to experimentation, are limited. This study presents a systematic framework for evaluating the feasibility of achieving targeted welding flux quality attribute (WFQA) levels, thereby enabling more efficient and informed WFD decisions. Response models, multi-criteria optimization, and Pareto fronts analysis were integrated to delineate the feasible WFQA space. Unlike prior optimization-based approaches, the proposed framework explicitly delineates the feasible WFQA space, thereby integrating feasibility evaluation into the design process and enabling upfront assessment of whether targeted attribute levels are achievable prior to experimentation. This space was subsequently employed for a priori evaluation of the feasibility of a bi-attribute WFD scenario with silicon and manganese transfer as quality attributes. The feasibility of developing six welding fluxes (A-F), with targeted () values: A(0.11%, 0.15%), B(0.07%, 0.26%), C(0.17%, 0.30%), D(0.08%, 0.28%), E(0.16%, 0.04%), F(0.20%, 0.14%) was determined by evaluating whether these values lie within the defined WFQA space. Fluxes B, D, and E were found to be unattainable within the current WFD domain, thereby preventing the excessive consumption of time and resources on infeasible WFQA targets. Future work should focus on extending the framework to multi-attribute systems, particularly those with non-convex Pareto fronts.
References
[1] Sampath, K. “Constraints-Based Modeling Enables Successful Development of a Welding Electrode Specification for Critical Navy Applications,” Welding Journal, 84 (8) p. 131s-138s, 2005.
[2] Surian, E. S. and de Vedia, L. A. “All-weld-metal Design for AWS E10018M, E11018M and E12018M Type Electrodes,” Welding Journal, 78 (6) p. 217s - 228s, 1999.
[3] Anderson, B. Anderson, T. White, G. and Berube, P. "New Development in Aluminum Welding Wire - Alloy 4943," Paper presented at the SNAME Maritime Convention, Providence, Rhode Island, USA, October 2012. doi: 10.5957/SMC-012-P16
[4] Im, H. Choi, C. Jung, J. and Kil, W. "The Latest Technology Development Trends of Flux Cored Wire," Journal of Welding and Joining, 34((6), p. 1-10, 2016. doi:10.5781/JWJ.2016.34.6.1.
[5] Hashiba, Y. Kojima, K. Kasuya, T. Kumagai, T. "Development of Welding Consumables and Welding Process for Newly Developed Steel Plates," NIPPON Steel and SUMITOMO Metal Technical Report, Retrieved 2025. https://www.nipponsteel.com/en/tech/report/nssmc/pdf/110-15.pdf#page=1.80
[6] Raj, A. K. Moharana, B. R. Routray, S. Bal, K. S. "Development of High-Performance Welding Consumables and Filler Materials: A Review," In: Deepak, B.B.V.L., Bahubalendruni, M.R., Parhi, D., Biswal, B.B. (eds) Recent Advancements in Product Design and Manufacturing Systems. IPDIMS 2023. Lecture Notes in Mechanical Engineering. Springer, Singapore, 299-311, 2025. doi: 10.1007/978-981-97-6732-8_27
[7] Patel, D. and Soman, S. N. “Develop a Flux Cored Wire for Submerged Arc Welding of Ni-Mo Low Alloy Steel,” Sådhanå, 45 ((127), 2020. doi: 10.1007/s12046-020-01362-w
[8] Asati, B. Shajan, N. and Arora, K. S. “Development of High Strength Welding Consumable for Arc Welding Carbon Steels,” Materials Today: Proceedings, 2023. doi: 10.1016/j.matpr.2023.07.007
[9] Konstantinov, I. L. Baranov, V. N. Zenkin, E. Y. Sidelnikov, S. B. Arnautov, A. D. Yuryev, P. O. Bezrukikh, A. I. Voroshilov, D. S. Zagirov, N. N. Bespalov, V. M. Belyaev, S. V. and Mansurov, Y. N. “Obtaining Welding Wire from Alloy 1580 by Technology Including the Method of Combined Rolling-Extrusion,” Appl. Phys. A 130, 403, 2024. doi:10.1007/s00339-024-07580-x
[10] Rahul, M., Sivapirakasam, S.P., Mohan, S., Vishnu, B.R. and Prasanth, C. “Development of Low-Emission Next-Generation Stainless Steel E304–16 And E316–16 Synthetic Electrodes with Mild Steel Core Wire,” Sustainable Materials and Technologies, 44, p. e01372, 2025. doi: 10.1016/j.susmat.2025.e01372
[11] Kanjilal, P. Majumder, S. K. and Pal, T. K. “Prediction of Element Transfer in Submerged Arc Welding,” Welding Journal, 86 (5), p. 135s–148s, 2007
[12] Kanjilal, P., Majumder, S. K., and Pal, T. K. “Prediction of Submerged Arc Weld-Metal Composition from Flux Ingredients with the Help of Statistical Design of Mixture Experiment,” Scandinavian Journal of Metallurgy, 33, p. 146–159, 2004. doi:10.1111/j.1600-0692.2004.00679.x
[13] Ren, D. L. Liao, B. Xu, C. Hu, L. and Xiao, F. R. “High Notch Toughness Agglomerated Flux for Submerged Arc Welding of Pipeline Steel,” Key Engineering Materials, 306,p. 405–410, 2006. doi:10.4028/www.scientific.net/KEM.306-308.405
[14] Sharma, L. and Chhibber, R. “Design and Development of SAW Fluxes using CaO–SiO2–CaF2 and CaO–SiO2–Al2O3 Flux Systems,” Ceramics International, 46 (2), p. 1419–1432, 2020. doi:10.1016/j.ceramint.2019.09.106
[15] Adeyeye, A. D. “Current Trends in Welding Flux Development,” Nigerian Journal of Technology, 40 (2), p. 241–251, 2021. doi: 10.4314/njt.v40i2.9
[16] Sharma, L. and Chhibber, R. “Design and Development of Submerged Arc Welding Slags using CaO-SiO2-CaF2 and CaO-SiO2-Al2O3 System,” Silicon, 11 (6), p. 2763–2773, 2019. doi:10.1007/s12633-019-0068-5
[17] Sharma, L. and Chhibber, R. “Design of TiO2-SiO2-MgO and SiO2-MgO-Al2O3 Based Submerged Arc Fluxes for Multipass Bead on Plate Pipeline Steel Welds,” Journal of Pressure Vessel Technology, 141 (4), 2019. doi: 10.1115/1.4043375
[18] Mishra, S. Sharma, L. and Chhibber, R. "Contact Angle Measurement for SMAW Electrode Coating Fluxes: Effect of Electrode Coating Flux Compositions on Different Wetting Parameters Using Statistical Models," The International Journal on Interactive Design and Manufacturing, 19,p. 5621–5640, 2025. doi:10.1007/s12008-024-02154-w
[19] Sharma, L. Chhibber, R. Kumar, V. and Khan, W. N. “Element Transfer Investigations on Silica Based Submerged Arc Welding Fluxes,” Silicon, 15, pp. 305–319. doi: 10.1007/s12633-022-02004-y
[20] Omiogbemi, I. M. B. Pandey, S. Yawas, D. S. Afolayan M. O. and Dauda E. T. "Effect of Welding Conditions and Flux Compositions on The Metallurgy of Welded Duplex Stainless Steel," Materials Today: Proceedings, 49 (5), p. 1162-1168, 2022. doi: 10.1016/j.matpr.2021.06.161
[21] Gupta, D. Bansal, A. and Jindal, S. “Investigation on Flux Design and their Effect on the Mechanical Properties of the SAW of Duplex Stainless Steel-2205,” Physica Scripta, 100 (2), 2025. doi: 10.1088/1402-4896/adab47
[22] Kumar A. and Chhibber R. “Microhardness and Element Transfer Investigation of Weld Bead using Formulated SiO2-CaO-CaF2-BaO SMAW Electrode Coatings,” Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 239(1), pp. 85-102, 2024. doi:10.1177/09544062241281092
[23] Nwigbo, S. C. Okpe, A. U. Obika, E. N. Chinweze, A. E. and Igwebuike G. C. "The Effect of Flux Composition on Tensile Strength of Re-Engineered E308H-16 Electrode," Advances in Mechanical Engineering, 14 (6), p. 1–9, 2022. doi: 10.1177/16878132221108265
[24] Saini, S. and Singh, K. “Influence of Welding Conditions and Flux Composition on Chemistry of Welds using Recycled Steel Slag in Submerged Arc Welding,” Proc. of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, 239 (3), p. 1234–1244, 2025. doi: 10.1177/09544089231207432
[25] Achebo, J. I. “Development of Compositions of Aluminium Welding Fluxes using Statistical Method,” in Proceedings of the 2nd International Multi-conference of Engineers and Computer Scientists (IMECS), Hong Kong, 2009.iaeng.org/publication/IMECS2009/IMECS2009_pp1876-1878.pdf
[26] Achebo, J. I. “Optimizing Stoichiometric Welding Fluxes using Nested Random Model,” in DAAAM International Scientific Book, B. Katalinic, Ed. Vienna, Austria: DAAAM International, p. 377–394, 2010.
[27] Kumar, V. Mohan, N. and Khamba, J. S. “Development of Agglomerated Acidic Flux for Submerged Arc Welding,” Estonian Journal of Engineering, 16 ((2), p. 135–141, 2010. doi: 10.3176/eng.2010.2.02
[28] Kumar, A. “Study of Element Transfer for Silica Based Flux Constituents by Taguchi Analysis in Submerged Arc Welding,” International Journal of Research, 8 (1), p. 149–152, 2019.
[29] Choudhary, S. Shandley, R. and Kumar, A. “Optimization of Agglomerated Fluxes in Submerged Arc Welding,” Materials Today, 5 (2)p. 5049–5057, 2018. doi:10.1016/j.matpr.2017.12.083
[30] Kumar, K. Sharma, L. Chhibber, R. Mohapatra, S. K. and Sharma, R. K. “Design and Development of Welding Electrode for Structural Steel,” Practical Metallography, 62 (3), p. 195-211, 2025. doi:10.1515/pm-2025-0003
[31] Adeyeye, A. D. Akpan, O. U. Adedeji, P. A. "Mixture Model with Inverse Terms for Weld-Metal Chemistry Prediction as a Function of Saw Flux Ingredients," Nigerian Journal of Technology, 41, p. 870-878, 2022. doi: 10.4314/njt.v41i5.7
[32] Adeyeye, A. D. and Oyawale, F. A. “Optimisation of Weldmetal Chemical Composition from Welding-Flux Ingredients: a Non-Pre-Emptive Goal Programming Approach,” Maejo International Journal of Science and Technology, 4 ((2), p. 347–359, 2010
[33] Adeyeye, A. D. and Oyawale F. A. “Lexicographic Multi-Objective Optimization Approach for Welding Flux System Design,” European Journal of Engineering Science and Technology, 4 (1), p. 1-14, 2022. doi: 10.33422/ejest.v4i1.593
[34] Saini, S. and Singh, K. “Experimental Investigations and Optimization of Weld Bead Characteristics during Submerged Arc Welding using Recycled Steel Slag as a Flux,” Proc. of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, 238 (3), p. 1116-1126, 2025. doi:10.1177/09544089221150713
[35] Jindal, S. Chhibber, and R. Mehta, N. P. “Modeling Flux Chemistry for Submerged Arc Weldments of High Strength Low-Alloy Steel,” Proc IMechE Part B: J. Engineering Manufacture, 228 (10), p. 1259–1272, 2014. doi:10.1177/0954405413517364
[36] Mahajan, S. and Chhibber, R. “Design and Development of Shielded Metal Arc Welding (SMAW) Electrode Coatings using a CaO-CaF2-SiO2 and CaO-SiO2-Al2O3 Flux System,” Journal of The Minerals, Metals and Materials Society, 71 (7), p. 2435–2444, 2020. https://doi.org/10.1007/s11837-019-3494-9
[37] Mahajan, S. and Chhibber, R. “Investigation on Slags of CaO-CaF2-SiO2-Al2O3 Based Electrode Coatings Developed for Power Plant Welds,” Ceramics International, 46 (7), p. 8774–8786, 2020, doi:10.1016/j.ceramint.2019.12.117.
[38] Adeyeye, A. D. and Allu, A. J. "A Compromise Programming Approach to Welding Flux Performance Optimization," Proc. of the Int. Conf. on Industrial Engineering and Operations Management. p. 53-63, 2017. https://ieomsociety.org/bogota2017/papers/16.pdf
[39] Singh, B. Khan, Z. A. Siddiquee, A. N. and Maheshwari, S. “Optimal Design of Flux for Submerged Arc Weld Properties Based on RSM Coupled with GRA and PCA,” International Journal Manufacturing Technology and Management, 34 (1), p. 97-109, 2020. doi:10.1504/IJMTM.2020.105820
[40] Irechukwu C. C. Lawal, S. A. Sadiq1, I. O. Abdullahi, A. A. and Abutu, J. “Optimization of FCA and MIG Welding Parameters for AISI-1045 Steel,” Nigerian Journal of Technology, 44 (4), p. 576-589, 2025. doi:10.4314/njt.2025.5580
[41] Adeyeye, A. D. and Osinubi, D. E. “Framework for Incorporating Stakeholders’ Preferences in Lifecycle Welding Flux,” Global Journal of Engineering and Technology Advances, 7, (2), p. 12-25, 2021. doi:10.30574/gjeta.2021.7.2.0064
[42] Adeyeye, A. D. and Oyawale, F. A. “Multi-objective Methods for Welding Flux Performance Optimization,” RMZ – Materials and Geoenvironment, 57 (2), p. 251–270, 2010
[43] Adeyeye, A. D. and Agarin, E. P. T. “Comparative Analysis of Weighted-Sum Scalarization and Compromise Programming for SAW Flux Optimization” Proceedings of the 2nd World Congress on Industrial Engineering and Operations Management, Windsor, Canada, p. 687-696, 2025. doi: 10.46254/WC02.20250212
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