Abstract
The main factors affecting the mechanical properties of the deposited metal in arc hardfacing are primarily the chemical composition and the cooling rate. The latter depends on the filler materials composition, hardfacing condition (mode), and hardfacing technology, determining the geometric parameters and parameters of the welded bead shape, the amount of deposited metal dilution with the base metal, and the amount of the introduced heat. The goal of this work is to analyze the effect of exothermic addition introduction to the core filler and the effect of welding condition on weld bead morphology, thermal indicators, and mechanical properties of the deposited metal. The deposited metal of the Fe-C-Cr-Cu-Ti-V-Al alloying system was used. The Taguchi technique was adopted as the experimental plan design, as follows: the orthogonal array L9 (3 ^ 4) and signal-to-noise ratio (S/N). The analysis of variance (ANOVA) was also applied for determination of the variables contribution to the dependent parameters. Application of the Taguchi method is simpler, more efficient, and quicker. It requires fewer experiments to determine the optimal values of the studied variables. Microstructural studies using an optical microscope were additionally performed for individual samples of the weld metal with the best mechanical properties, for each of the experimental flux-cored wires. We determined that introduction of CuO-Al exothermic addition of to the core filler had a significant effect on such indicators of the weld bead morphology as the weld reinforcement height and the weld reinforcement form factor (WRFF). Introduction of exothermic addition (CuO-Al) to the core filler had a significant effect on the welding current (I), heat input rate (HIR), and microhardness. The arc voltage (Р(Ua) = 45.8 %) had the greatest influence on the microhardness value, while the percentage of exothermic addition in the core filler (P (EM) = 26.9%) and the wire feed rate (P (WFS) = 21.5%) had a smaller effect. It was shown that it is important to take into account complex parameters, such as dilution variation and weld reinforcement form factor (WRFF) for the geometric characteristics of the weld bead and heat input rate (HIR) for heat indicators in order to optimize hardfacing conditions and composition of the core filler (introduction of exothermic addition). According to the results of the article, the value is the most correlated with the average values of microhardness.
Similar content being viewed by others
Data availability
Not applicable.
References
Mendez PF, Barnes N, Bell K, Borle SD, Gajapathi SS, Guest SD, Wood G (2014) Welding processes for wear resistant overlays. J Manuf Process 16(1):4–25. https://doi.org/10.1016/j.jmapro.2013.06.011
Ivanov O, Prysyazhnyuk P, Lutsak D, Matviienkiv O, Aulin V (2020) Improvement of abrasion resistance of production equipment wear parts by hardfacing with flux-cored wires containing boron carbide/metal powder reaction mixtures. Manag Syst Prod Eng 28(3):178–183. https://doi.org/10.2478/mspe-2020-0026
Kejžar R, Grum J (2005) Hardfacing of wear-resistant deposits by MAG welding with a flux-cored wire having graphite in its filling. Mater Manuf Process 20(6):961–976. https://doi.org/10.1081/AMP-200060424
Klimpel A, Dobrzański LA, Janicki D (2015) A study of worn wear plates of fan blades of steel mill fumes suction system. J Mater Process Technol 164-165:1062–1067. https://doi.org/10.1016/j.jmatprotec.2005.02.219
Gucwa M, Winczek J (2015) The properties of high chromium hardfacings made with using pulsed arc. Arch Found Eng 15(1):37–40
Efremenko BV, Belik AG, Chejlyakh YA, Alamdarlo MB (2017) Automatic Welding, 2017, № 09. Avtomaticheskaya Svarka (Autom Weld) 9:17–22. https://doi.org/10.15407/tpwj2017.09.03
Klimpel A, Lisiecki A, Klimpel AS, Rzeźnikiewicz A (2006) Robotized GMA surfacing of cermetal deposits. J Achiev Mater Manuf Eng 18:395–398
Gramajo J, Gualco А, Svoboda Н (2019) Effect of welding parameters on nanostructured Fe-(C,B)-(Cr, Nb) alloys. Mater Res 22(6):1–8. https://doi.org/10.1590/1980-5373-mr-2019-0469
Meena SL, Butola R, Murtaza Q, Jayantilal H, Niranjan MS (2017) Metallurgical investigations of microstructure and micro hardness across the various zones in synergic MIG welding of stainless steel. Mater Today Proc 4(8):8240–8249. https://doi.org/10.1016/j.matpr.2017.07.166
Brezinová J, Draganovská D, Guzanová A, Balog P, Viňáš J (2016) Influence of the hardfacing welds structure on their wear resistance. Metals 6(2):1–12. https://doi.org/10.3390/met6020036
Gucwa M, Winczek J, Bęczkowski R, Dośpiał M (2016) Structure and properties of coatings made with self-shielded cored wire. Arch Found Eng 16(3):39–42. https://doi.org/10.1515/afe-2016-0046
Shen S, Oguocha INA, Yannacopoulos S (2012) Effect of heat input on weld bead geometry of submerged arc welded ASTM A709 grade 50 steel joints. J Mater Process Technol 212(1):286–294. https://doi.org/10.1016/j.jmatprotec.2007.05.026
Saha MK, Mondal A, Hazra R, Das S (2018) Anticorrosion performance of FCAW cladding with regard to the influence of heat input. J Weld Join 36(5):61–69. https://doi.org/10.5781/JWJ.2018.36.5.8
Rao NV, Reddy GM, Nagarjuna S (2011) Weld overlay cladding of high strength low alloy steel with austenitic stainless steel–structure and properties. Mater Des 32(4):2496–2506
Park JH, Cheepu M, Cho SM (2020) Analysis and characterization of the weld pool and bead geometry of Inconel 625 super-TIG welds. Metals 10(3):365
Yao H, Gong J, Cheng S, Liu C, Huang H (2020) Effects of travel speed on the microstructure and abrasion resistance of hardfacing alloys deposited with composite powder particles and solid wire. Metals 10(6):740. https://doi.org/10.3390/met10060740
Ramasubbu V, Chakraborty G, Albert SK, Bhaduri AK (2011) Effect of dilution on GTAW Colmonoy 6 (AWS NiCr–C) hardface deposit made on 316LN stainless steel. Mater Sci Technol 27(2):573–580. https://doi.org/10.1179/026708309X12526555493431
Senthilkumar B, Kannan T (2015) Effect of flux-cored arc welding process parameters on bead geometry in super duplex stainless steel claddings. Measurement 62:127–136. https://doi.org/10.1016/j.measurement.2014.11.007
Evans GM (1982) The effect of heat input on the microstructure and properties of C-Mn all-weld-metal deposits. Weld J 61(4):125–132
Gualco A, Svoboda HG, Surian ES, de Vedia LA (2010) Effect of welding procedure on wear behaviour of a modified martensitic tool steel hardfacing deposit. Mater Des 31(9):4165–4173. https://doi.org/10.1016/j.matdes.2010.04.026
Dobra RM, Farbas N, Pascu R (2014) Evaluation of abrasive wear resistance of Fe-Cr-C hardfacing alloys deposited on active components of the agricultural components. Adv Mater Res 1029:188–193. https://doi.org/10.4028/www.scientific.net/AMR.1029.188
Brezinová J, Draganovská D, Guzanová A, Balog P, Viňáš J (2016) Influence of the hardfacing welds structure on their wear resistance. Metals 6(2):36. https://doi.org/10.3390/met6020036
Dilawary SAA, Motallebzadeh A, Houdková Š, Medlin R, Haviar S, Lukáč F, Cimenoglu H (2018) Modification of M2 hardfacing: effect of molybdenum alloying and laser surface melting on microstructure and wear performance. Wear 404:111–121. https://doi.org/10.1016/j.wear.2018.03.013
Lorenz S, Kannengießer T, Posch G (2012) Suitability of high-alloyed flux-cored wire electrodes for laser-GMA hybrid welding. Weld Cut 11(3):181–187
Henckell P, Gierth M, Ali Y, Reimann J, Bergmann JP (2020) Reduction of energy input in wire arc additive manufacturing (WAAM) with gas metal arc welding (GMAW). Materials. 13(11):2491. https://doi.org/10.3390/ma13112491
Park YD, Kang N, Malene SH, Olson DL (2007) Effect of exothermic additions on heat generation and arc process efficiency in flux-cored arc welding. Met Mater Int 13(6):501–509. https://doi.org/10.1007/BF03027910
Vlasov AF, Makarenko NA (2016) Special features of heating and melting electrodes with an exothermic mixture in the coating. Weld Int 30(9):717–722
Trembach B, Grin A, Trembach I (2020) Study of the influence of the addition of an exothermic mixture and the ratio of the components of the exothermic mixture on the melting indices at FCAW. Ukrain J Mech Eng Mater Sci 6(1):47–53
Chigarev VV, Zarechenskii DA, Belik AG (2016) Optimisation of the composition and melting parameters of powder strips with the exothermic mixture in the filler. Weld Int 30(7):557–559. https://doi.org/10.1080/09507116.2015.1099892
Wang G, Yang Q (1997) Spectroscopic study in temperature of underwater welding arc. Chin J Mech Eng 33:93–98
Allen JW, Olson DL, Frost RH (1998) Exothermically assisted shielded metal arc welding. Weld J 77:277–285
Kumar A, Singh K (2020) Development of exothermic flux for enhanced penetration in submerged arc welding. J Adv Manuf Syst 19(01):131–146. https://doi.org/10.1142/S0219686720500079
Malene SH, Park YD, Olson DL (2007) Response of exothermic additions to the flux-cored arc welding electrode - part 1. Effectiveness of exothermically reacting magnesium-type flux additions was investigated with the flux cored arc welding process. Weld J 86(10):293–302
Li HL, Liu D, Guo N, Chen H, Du YP, Feng JC (2017) The effect of alumino-thermic addition on underwater wet welding process stability. J Mater Process Technol 245:149–156. https://doi.org/10.1016/j.jmatprotec.2017.02.023
Zharikov SV, Grin AG (2015) Investigation of slags in surfacing with exothermic flux-cored wires. Weld Int 29(5):386–389. https://doi.org/10.1080/09507116.2014.934538
Trembach B, Grin A, Makarenko N, Zharikov S, Trembach I, Markov O (2020) Influence of the core filler composition on the recovery of alloying elements during the self-shielded flux-cored arc welding. J Mater Res Technol 9(5):10520–10528. https://doi.org/10.1016/j.jmrt.2020.07.052
Trembach B, Grin A, Zharikov S, Trembach I (2018) Investigation of characteristic of powder wire with the CUO/Al exothermic mixture. Sci J TNTU 92(4):13–23. https://doi.org/10.33108/visnyk_tntu2018.04.013
Zhang L, Okudan G, Basantes-Defaz ADC, Gneiting RM, Subramaniam S, Ozevin D, Indacochea E (2020) Characterization of GMAW (Gas Metal Arc Welding) penetration using ultrasonics. Materials 13(10):2307. https://doi.org/10.3390/ma13102307
Yi Y, Xing J, Wan M, Yu L, Lu Y, Jian Y (2017) Effect of Cu on microstructure, crystallography and mechanical properties in Fe-B-C-Cu alloys. Mater Sci Eng A 708:274–284. https://doi.org/10.1016/j.msea.2017.09.135
Ohtsuka H, Ghosh G, Nagai K (1997) Effects of Cu on diffusional transformation behavior and microstructure in Fe-Mn-Si-C steels. ISIJ Int 37(3):296–301
Abe JO, Popoola OM, Popoola API, Ajenifuja E, Adebiyi DI (2019) Application of Taguchi design method for optimization of spark plasma sintering process parameters for Ti-6Al-4V/h-BN binary composite. Eng Res Express 1(025043):1–20. https://doi.org/10.1088/2631-8695/ab561c
Fei NC, Mehat NM, Kamaruddin S (2013) Practical applications of Taguchi method for optimization of processing parameters for plastic injection moulding: a retrospective review. ISRN Ind Eng 2013:1–11. https://doi.org/10.1155/2013/462174
Raghunath N, Pandey PM (2007) Improving accuracy through shrinkage modelling by using Taguchi method in selective laser sintering. Int J Mach Tools Manuf 47(6):985–995. https://doi.org/10.1016/j.ijmachtools.2006.07.001
Öktem H, Erzurumlu T, Cöl M (2006) A study of the Taguchi optimization method for surface roughness in finish milling of mold surfaces. Int J Adv Manuf Technol 28(7-8):694–700. https://doi.org/10.1007/s00170-004-2435-6
Azadeh A, Miri-Nargesi SS, Goldansaz SM, Zoraghi N (2012) Design and implementation of an integrated Taguchi method for continuous assessment and improvement of manufacturing systems. Int J Adv Manuf Technol 59:1073–1089. https://doi.org/10.1007/s00170-011-3549-2
Datta S, Bandyopadhyay A, Pal PK (2008) Grey-based taguchi method for optimization of bead geometry in submerged arc bead-on-plate welding. Int J Adv Manuf Technol 39(11-12):1136–1143. https://doi.org/10.1007/s00170-007-1283-6
Pal S, Malviya S, Pal S, Samantaray A (2009) Improvement of value qualities parameters in a beat metal inactive gas welding procedure utilizing dim based Taguchi technique. Worldw J Adv Manuf Technol 44:1250–1260
Senthilkumar B, Kannan T, Madesh R (2017) Optimization of flux-cored arc welding process parameters by using genetic algorithm. Int J Adv Manuf Technol 93(1-4):35–41. https://doi.org/10.1007/s00170-015-7636-7
Chaulia PK, Das R (2008) Process parameter optimization for fly ash brick by Taguchi method. Mater Res 11(2):159–164. https://doi.org/10.1590/S1516-14392008000200008
Babinec AA, Rjabcev IA, Panfilov AI, Peremit'ko VV (2016) Influence of the methods of arc hardfacing with flux-cored wire electrode on the penetration of the base metal and the formation of the deposited metal. Zbìrnik naukovih prac′ Dnìprodzeržins′kogo deržavnogo tehnìčnogo unìversitetu 29(2):33–37
Klimpel A (2019) Industrial surfacing and hardfacing technology, fundamentals and applications. Weld Technol Rev 91(12):33–42. https://doi.org/10.26628/wtr.v91i12.1094
Świerczyńska A, Łabanowski J, Fydrych D (2014) The effect of welding conditions on mechanical properties of superduplex stainless steel welded joints. Adv Mater Sci 14(1):14–23
Hussin MH, Lah NAC (2020) Weld bead surface defects formation and its implications–a review. J Adv Res Fluid Mech Thermal Sci 72(2):41–55
Mohamat SA, Ibrahim IA, Amir A, Ghalib A (2012) The effect of flux core arc welding (FCAW) processes on different parameters. Procedia Eng 41:1497–1501. https://doi.org/10.1016/j.proeng.2012.07.341
Markov OE, Gerasimenko OV, Shapoval AA, Abdulov OR, Zhytnikov RU (2019) Computerized simulation of shortened ingots with a controlled crystallization for manufacturing of high-quality forgings. Int J Adv Manuf Technol 103:3057–3065. https://doi.org/10.1007/s00170-019-03749-4
Markov OE, Gerasimenko OV, Kukhar VV, Abdulov OR, Ragulina NV (2019) Computational and experimental modeling of new forging ingots with a directional solidification: the relative heights of 1.1. J Braz Soc Mech Sci Eng 41(8):310. https://doi.org/10.1007/s40430-019-1810-z
Guerra FV, Bedolla-Jacuinde A, Mejia I, Zuno-Silva J, Cardoso-Legorreta E (2017) Effect of copper additions on secondary carbide precipitation in high chromium with cast iron. In: Characterization of metals and alloys. Springer, Cham, pp 61–81. https://doi.org/10.1007/978-3-319-31694-9_6
Funding
This research received no external funding.
Author information
Authors and Affiliations
Contributions
Bohdan Trembach: Conceptualization, methodology, writing – original draft and editingOleg Markov and Aleksandr Grin: Validation and writing – reviewNataliia Makarenko, Mikhail Turchanin, and Aleksandr Grin: Formal analysis and project administrationIllia Trembach and Bohdan Trembach: InvestigationIllia Trembach: Article writing helpAll authors have read and agreed to the published version of the manuscript.
Corresponding author
Ethics declarations
Ethics approval
This manuscript was submitted to only one journal. The submitted work is original and does not have been published elsewhere in any form or language (partially or in full). Results have been presented clearly, honestly, and without fabrication, falsification, or inappropriate data manipulation (including image-based manipulation). Authors adhered to rules for acquiring, selecting, and processing data. Data, text, and theories were the authors own.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Conflict of interest
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Trembach, B., Grin, A., Turchanin, M. et al. Application of Taguchi method and ANOVA analysis for optimization of process parameters and exothermic addition (CuO-Al) introduction in the core filler during self-shielded flux-cored arc welding. Int J Adv Manuf Technol 114, 1099–1118 (2021). https://doi.org/10.1007/s00170-021-06869-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00170-021-06869-y