Optimization and Finite Element Analysis Simulation on Mechanical Behavior of Wire Arc Additive Manufacturing for SS316L Using Response Surface Methodology
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OpenAlex topics: Additive Manufacturing Materials and Processes · Additive Manufacturing and 3D Printing Technologies · Welding Techniques and Residual Stresses
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References (55)
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1. F. Li, S. Chen, J. Shi, H. Tian, and Y. Zhao, Evaluation and Optimization of a Hybrid Manufacturing Process Combining Wire Arc Additive Manufacturing with Milling for the Fabrication of Stiffened Panels, Appl. Sci., 2017, 7, p 1233. https://doi.org/10.3390/app712123310.3390/app7121233 ↗
2. J. Vora, N. Parikh, R. Chaudhari, V.K. Patel, H. Paramar, D.Y. Pimenov, and K. Giasin, Optimization of Bead Morphology for GMAW-Based Wire-Arc Metal-Cored Wires, Appl. Sci., 2022, 12, p 5060.10.3390/app12105060 ↗
3. M.S. Mohd Mansor, S. Raja, F. Yusof, M.R. Muhamad, Y.H. Manurung, M.S. Adenan, N.I.S. Hussein, and J. Ren, Integrated Approach to Wire Arc Additive Manufacturing (WAAM) Optimization: Harnessing the Synergy of Process Parameters and Deposition Strategies, J. Mater. Res. Technol., 2024, 30, p 2478–2499. https://doi.org/10.1016/j.jmrt.2024.03.17010.1016/j.jmrt.2024.03.170 ↗
4. W. Jin, C. Zhang, S. Jin, Y. Tian, D. Wellmann, and W. Liu, Wire Arc Additive Manufacturing of Stainless Steels: A Review, Appl. Sci., 2020, 10, p 1563. https://doi.org/10.3390/app1005156310.3390/app10051563 ↗
5. Y. Li, Q. Han, I. Horváth, and G. Zhang, Repairing Surface Defects of Metal Parts by Groove Machining and Wire + Arc Based Filling, J. Mater. Process. Technol., 2019, 274, p 116268. https://doi.org/10.1016/j.jmatprotec.2019.11626810.1016/j.jmatprotec.2019.116268 ↗
6. M. Gierth, P. Henckell, Y. Ali, J. Scholl, and J.P. Bergmann, Wire Arc Additive Manufacturing (WAAM) of aluminum alloy AlMg5Mn with energy-reduced Gas Metal Arc Welding (GMAW), Materials, 2020, 13, p 1–22. https://doi.org/10.3390/ma1312267110.3390/ma13122671 ↗
7. Y. Zhuo, C. Yang, C. Fan, S. Lin, C. Chen, and X. Cai, Microstructure and Mechanical Properties of Wire Arc Additive Repairing Ti-6.5Al-2Sn-2Zr-4Mo-4Cr Titanium Alloy, Mater. Sci. Technol., 2020, 36, p 1712–1719. https://doi.org/10.1080/02670836.2020.182206110.1080/02670836.2020.1822061 ↗
8. G.G. Goviazin, A. Shirizly and D. Rittel, Static and Dynamic Mechanical Properties of Wire and Arc Additively Manufactured SS316L and ER70S6, Mech. Mater., 2022, 164, p 104108. https://doi.org/10.1016/j.mechmat.2021.10410810.1016/j.mechmat.2021.104108 ↗
9. Y. Yan, J. Si, X. Di, Y. Guo, Q. Han, and C. Liu, Minimizing Porosity and Optimizing Microstructure of Hot-Wire Arc Additive Manufactured Al-Cu-Mg-Ag Alloy for Strength Increment, J. Manuf. Process., 2024, 118, p 89–102. https://doi.org/10.1016/j.jmapro.2024.03.05310.1016/j.jmapro.2024.03.053 ↗
10. M.M. Tawfik, M.M. Nemat-Alla, and M.M. Dewidar, Enhancing the Properties of Aluminum Alloys Fabricated Using Wire + Arc Additive Manufacturing Technique—A Review, J. Mater. Res. Technol., 2021, 13, p 754–768. https://doi.org/10.1016/j.jmrt.2021.04.07610.1016/j.jmrt.2021.04.076 ↗
11. B. Dong, X. Cai, S. Lin, and C. Fan, Microstructures and Mechanical Properties of Wire Arc Additive Manufactured 5183-Al: Influences of Deposition Dimensions, CIRP J. Manuf. Sci. Technol., 2021, 35, p 744–752. https://doi.org/10.1016/j.cirpj.2021.08.01410.1016/j.cirpj.2021.08.014 ↗
12. J.-D. Kim, J.Y. Cheon, and C. Ji, Review on the Wire Arc Additive Manufacturing Process and Trends in Non-ferrous Alloys, J. Weld. Join., 2021, 39, p 603–612. https://doi.org/10.5781/jwj.2021.39.6.510.5781/jwj.2021.39.6.5 ↗
13. M. Gor, H. Soni, V. Wankhede, P. Sahlot, K. Grzelak, I. Szachgluchowicz, and J. Kluczyński, A Critical Review on Effect of Process Parameters on Mechanical and Microstructural Properties of Powder-Bed Fusion Additive Manufacturing of ss316l, Materials, 2021, 14, p 6527. https://doi.org/10.3390/ma1421652710.3390/ma14216527 ↗
14. M. Rafieazad, M. Ghaffari, A. Vahedi Nemani, and A. Nasiri, Microstructural Evolution and Mechanical Properties of a Low-Carbon Low-Alloy Steel Produced by Wire Arc Additive Manufacturing, Int. J. Adv. Manuf. Technol., 2019, 105, p 2121–2134. https://doi.org/10.1007/s00170-019-04393-810.1007/s00170-019-04393-8 ↗
15. Y. Di, Z. Zheng, S. Pang, J. Li, and Y. Zhong, Dimension Prediction and Microstructure Study of Wire Arc Additive Manufactured 316L Stainless Steel Based on Artificial Neural Network and Finite Element Simulation, Micromachines, 2024, 15, p 615. https://doi.org/10.3390/mi1505061510.3390/mi15050615 ↗
16. C. Dharmendra, A. Hadadzadeh, B.S. Amirkhiz, G.D. Janaki Ram, and M. Mohammadi, Microstructural Evolution and Mechanical Behavior of Nickel Aluminum Bronze Cu-9Al-4Fe-4Ni-1Mn Fabricated through Wire-Arc Additive manufacturing, Addit. Manuf., 2019, 30, p 100872. https://doi.org/10.1016/j.addma.2019.10087210.1016/j.addma.2019.100872 ↗
17. B. Saleh, R. Fathi, Y. Tian, N. Radhika, J. Jiang, and A. Ma, Fundamentals and Advances of Wire Arc Additive Manufacturing: Materials, Process Parameters, Potential Applications, and Future Trends, Arch. Civ. Mech. Eng., 2023, 23, p 96. https://doi.org/10.1007/s43452-023-00633-710.1007/s43452-023-00633-7 ↗
18. M. Srivastava, S. Rathee, A. Tiwari, and M. Dongre, Wire arc Additive Manufacturing of Metals: A Review on Processes, Materials and their Behaviour, Mater. Chem. Phys., 2023, 294, p 126988. https://doi.org/10.1016/j.matchemphys.2022.12698810.1016/j.matchemphys.2022.126988 ↗
19. M. Chaturvedi, E. Scutelnicu, C.C. Rusu, L.R. Mistodie, D. Mihailescu, and S. Arungalai Vendan, Wire arc Additive Manufacturing: Review on Recent Findings and Challenges in Industrial Applications and Materials Characterization, Metals, 2021, 11, p 939. https://doi.org/10.3390/met1106093910.3390/met11060939 ↗
20. Z. Zhang, J. Shen, S. Hu, Y. Chen, C. Yin and X. Bu, Optimization of CMT Characteristic Parameters for Swing Arc Additive Manufacturing of AZ91 Magnesium Alloy Based on Process Stability Analysis, Materials, 2023, 16, p 3236. https://doi.org/10.3390/ma1608323610.3390/ma16083236 ↗
21. M. Naveen Srinivas, K.E.K. Vimal, N. Manikandan, and G. Sritharanandh, Parametric Optimization and Multiple Regression Modelling for Fabrication of Aluminium Alloy thin Plate Using Wire Arc Additive Manufacturing, Int. J. Interact. Des. Manuf., 2022 https://doi.org/10.1007/s12008-022-00921-110.1007/s12008-022-00921-1 ↗
22. W.M. Tucho, V.H. Lysne, H. Austbø, A. Sjolyst-Kverneland, and V. Hansen, Investigation of Effects of Process Parameters on Microstructure and Hardness of SLM Manufactured SS316L, J. Alloys Compd., 2018, 740, p 910–925. https://doi.org/10.1016/j.jallcom.2018.01.09810.1016/j.jallcom.2018.01.098 ↗
23. G.I. Khidhir and S.A. Baban, Efficiency of Dissimilar Friction Welded 1045 Medium Carbon Steel and 316L Austenitic Stainless Steel Joints, J. Mater. Res. Technol., 2019, 8, p 1926–1932. https://doi.org/10.1016/j.jmrt.2019.01.01010.1016/j.jmrt.2019.01.010 ↗
24. S. Ali, M. Irfan, U.M. Niazi, A.M.A. Rani, A. Rashedi, S. Rahman, M.K.A. Khan, M.A. Alsaiari, S. Legutko, J. Petrů and A. Trefil, Microstructure and Mechanical Properties of Modified 316L Stainless Steel Alloy for Biomedical Applications Using Powder Metallurgy, Materials, 2022, 15, p 2822. https://doi.org/10.3390/ma1508282210.3390/ma15082822 ↗
25. D.V. Isquierdo, R.H.M. Siqueira, S.M. Carvalho, and M.S.F. Lima, Effect of the Initial Substrate Temperature on Heat Transfer and Related Phenomena in Austenitic Stainless Steel Parts Fabricated by Additive Manufacturing Using Direct Energy Deposition, J. Mater. Res. Technol., 2022, 18, p 5267–5279. https://doi.org/10.1016/j.jmrt.2022.04.14310.1016/j.jmrt.2022.04.143 ↗
26. K. Moeinfar, F. Khodabakhshi, S.F. Kashani-bozorg, M. Mohammadi, and A.P. Gerlich, A Review on Metallurgical Aspects of Laser Additive Manufacturing (LAM): Stainless Steels, Nickel Superalloys, and Titanium Alloys, J. Mater. Res. Technol., 2022, 16, p 1029–1068. https://doi.org/10.1016/j.jmrt.2021.12.03910.1016/j.jmrt.2021.12.039 ↗
27. T. Larimian, B. AlMangour, D. Grzesiak, G. Walunj, and T. Borkar, Effect of Laser Spot Size, Scanning Strategy, Scanning Speed, and Laser Power on Microstructure and Mechanical Behavior of 316L Stainless Steel Fabricated via Selective Laser Melting, J. Mater. Eng. Perform., 2022, 31, p 2205–2224. https://doi.org/10.1007/s11665-021-06387-810.1007/s11665-021-06387-8 ↗
28. A. Waqas, X. Qin, J. Xiong, H. Wang, and C. Zheng, Optimization of Process Parameters to Improve the Effective Area of Deposition in GMAW-Based Additive Manufacturing and its Mechanical and Microstructural Analysis, Metals, 2019, 9, p 775. https://doi.org/10.3390/met907077510.3390/met9070775 ↗
29. S.N. Ahmad, Y.H. Manurung, M.S. Adenan, F. Yusof, M.F. Mat, K.P. Prajadhiana, Z. Minggu, M. Leitner, and S. Saidin, Experimental Validation of Numerical Simulation on Deformation Behaviour Induced by Wire Arc Additive Manufacturing with Feedstock SS316L on Substrate S235, Int. J. Adv. Manuf. Technol., 2022, 119, p 1951–1964. https://doi.org/10.1007/s00170-021-08340-410.1007/s00170-021-08340-4 ↗
30. C. Rakesh, P. Heet, V. Jay, and P. Vivek, Parametric Study and Investigations of Bead Geometries of GMAW-Based Wire-Arc Additive Manufacturing of 316L Stainless Steels, Metals, 2022, 12, p 1232.10.3390/met12071232 ↗
31. R. Mamedipaka and S. Thapliyal, Data-Driven Model for Predicting Tensile Properties of Wire Arc Additive Manufactured 316L Steels and Its Validation, J. Mater. Eng. Perform., 2024, 33, p 1083–1091. https://doi.org/10.1007/s11665-023-08071-510.1007/s11665-023-08071-5 ↗
32. Y. Zhao, Y. Chen, Z. Wang, J. Ye, and W. Zhao, Mechanical Properties, Microstructural Characteristics and Heat Treatment Effects of WAAM Stainless-Steel Plate Material, J. Build. Eng., 2023, 75, p 106988. https://doi.org/10.1016/j.jobe.2023.10698810.1016/j.jobe.2023.106988 ↗
33. V. Vinoth, S. Sathiyamurthy, J. Prabhakaran, H. Vardhan, and S. Sundaravignesh, Tensile, Hardness, XRD and Surface Vonmises Stress of 316 L Stainless Steel Built by Wire Arc Additive Manufacturing (WAAM), J. Manuf. Eng., 2022, 17(3), p 098–103.
34. J. Vora, H. Parmar, R. Chaudhari, S. Khanna, M. Doshi, and V. Patel, Experimental Investigations on Mechanical Properties of Multi-Layered Structure Fabricated by GMAW-Based WAAM of SS316L, J. Mater. Res. Technol., 2022, 20, p 2748–2757. https://doi.org/10.1016/j.jmrt.2022.08.07410.1016/j.jmrt.2022.08.074 ↗
35. R. Sasikumar, A.R. Kannan, S.M. Kumar, R. Pramod, N.P. Kumar, N.S. Shanmugam, Y. Palguna, and S. Sivankalai, Wire Arc Additive Manufacturing of Functionally Graded Material with SS 316L and IN625: Microstructural and Mechanical Perspectives, CIRP J. Manuf. Sci. Technol., 2022, 38, p 230–242. https://doi.org/10.1016/j.cirpj.2022.05.00510.1016/j.cirpj.2022.05.005 ↗
36. G. Struzikiewicz, W. Zębala, A. Matras, M. Machno, Ł Ślusarczyk, S. Hichert, and F. Laufer, Turning Research of Additive Laser Molten Stainless Steel 316L Obtained by 3D Printing, Materials, 2019, 12, p 182. https://doi.org/10.3390/ma1201018210.3390/ma12010182 ↗
37. L. Zhao, J. Zhang, J. Yang, J. Hou, J. Li, and J. Lin, Microstructure and Mechanical Properties of 316L Stainless Steel Manufactured by Multi-Laser Selective Laser Melting (SLM), Mater. Sci. Eng. A, 2024, 913, p 147053. https://doi.org/10.1016/j.msea.2024.14705310.1016/j.msea.2024.147053 ↗
38. M.A. Mahmood, A. Ur Rehman, M.M. Azeem, A. Alkhouzaam, and M. Khraisheh, On the Development of Part-Scale FEM Modeling for Laser Powder Bed Fusion of AISI 316L Stainless Steel with Experimental Verification, Int. J. Adv. Manuf. Technol., 2023, 127, p 2229–2255. https://doi.org/10.1007/s00170-023-11572-110.1007/s00170-023-11572-1 ↗
39. W.J. Oh, C.M. Lee, and D.H. Kim, Prediction of deposition bead geometry in wire arc additive manufacturing using machine learning, J. Mater. Res. Technol., 2022, 20, p 4283–4296. https://doi.org/10.1016/j.jmrt.2022.08.15410.1016/j.jmrt.2022.08.154 ↗
40. S. Saravanakumar, S. Sathiyamurthy, P. Pathmanaban, and P. Devi, Integrating Machine Learning and Response Surface Methodology for Analyzing Anisotropic Mechanical Properties of Biocomposites, Compos, Interfaces, 2024, 31, p 1–28. https://doi.org/10.1080/09276440.2023.226023910.1080/09276440.2023.2260239 ↗
41. J. Vora, R. Pandey, P. Dodiya, V. Patel, S. Khanna, V. Vaghasia, and R. Chaudhari, Fabrication of Multi-Walled Structure through Parametric Study of Bead Geometries of GMAW-Based WAAM Process of SS309L, Materials, 2023, 16, p 5147. https://doi.org/10.3390/ma1614514710.3390/ma16145147 ↗
42. S. Li, L.J. Zhang, J. Ning, X. Wang, G.F. Zhang, J.X. Zhang, and S.J. Na, Microstructures and Mechanical Properties of Al-Zn-Mg Aluminium Alloy Samples Produced by Wire + Arc Additive Manufacturing, J. Mater. Res. Technol., 2020, 9, p 13770–13780. https://doi.org/10.1016/j.jmrt.2020.09.11410.1016/j.jmrt.2020.09.114 ↗
43. T. Kurzynowski, K. Gruber, W. Stopyra, B. Kuźnicka, and E. Chlebus, Correlation Between Process Parameters, Microstructure and Properties of 316 L Stainless Steel Processed by Selective Laser Melting, Mater. Sci. Eng. A, 2018, 718, p 64–73. https://doi.org/10.1016/j.msea.2018.01.10310.1016/j.msea.2018.01.103 ↗
44. T. Larimian, M. Kannan, D. Grzesiak, B. AlMangour, and T. Borkar, Effect of Energy Density and Scanning Strategy on Densification, Microstructure and Mechanical Properties of 316L Stainless Steel Processed Via Selective Laser Melting, Mater. Sci. Eng. A, 2020, 770, p 138455. https://doi.org/10.1016/j.msea.2019.13845510.1016/j.msea.2019.138455 ↗
45. M.J.K. Lodhi, K.M. Deen, M.C. Greenlee-Wacker, and W. Haider, Additively Manufactured 316L Stainless Steel with Improved Corrosion Resistance and Biological Response for Biomedical Applications, Addit. Manuf., 2019, 27, p 8–19. https://doi.org/10.1016/j.addma.2019.02.00510.1016/j.addma.2019.02.005 ↗
46. O. Basil Quent, C.C. Nwobi-Okoye, P.U. Ochieze, and I.A. Ochieze, Microstructural and Properties Evaluation of A356 Alloy/Cow Horn Particulate Composites Produced by Spark Plasma Sintering, J. Chin. Adv. Mater. Soc., 2018, 6, p 30–43. https://doi.org/10.1080/22243682.2017.138760410.1080/22243682.2017.1387604 ↗
47. S. Sengottaiyan, S. Subbarayan, V. Viswanathan, and P. Pugazhendi, Optimized Machine Learning with Hyperparameter Tuning and Response Surface Methodology for Predicting Tribological Performance in Bio-Composite Materials, Polymer Compos., 2024, 45, p 9421–9439. https://doi.org/10.1002/pc.2841810.1002/pc.28418 ↗
48. S. Saravanakumar, S. Sathiyamurthy, and V. Vinoth, Enhancing Machining Accuracy of Banana Fiber-Reinforced Composites with Ensemble Machine Learning, Meas. J. Int. Meas. Confed., 2024, 235, p 114912. https://doi.org/10.1016/j.measurement.2024.11491210.1016/j.measurement.2024.114912 ↗
49. S. Sathiyamurthy, S. Saravanakumar, N. Ananthi, and P. Devi, Optimization of Fiber Length and Filler Content for Improving the Mechanical Behaviour of Musa Acuminate Fiber-Reinforced Epoxy Composite Using Response Surface Methodology, J. Ceram. Process. Res., 2023, 24, p 683–692. https://doi.org/10.36410/jcpr.2023.24.4.68310.36410/jcpr.2023.24.4.683 ↗
50. S. Saravanakumar, S. Sathiyamurthy, N. Ananthi, and P. Devi, Optimization of Drilling characteristics of Al2O3 and Boiled Eggshell Filler-Added Hybrid Bio Composite from Agriculture Residue, Biomass Convers. Biorefin., 2023 https://doi.org/10.1007/s13399-023-04572-410.1007/s13399-023-04572-4 ↗
51. S. Sathiyamurthy, S. Saravanakumar, and V. Vinoth, Enhancing Tribological Performance of Hybrid Fiber-Reinforced Composites through Machine Learning and Response Surface Methodology, J. Reinf. Plast. Compos., 2024 https://doi.org/10.1177/0731684424125642110.1177/07316844241256421 ↗
52. V. Vinoth, S. Sathiyamurthy, S. Saravanakumar, and R. Senthilkumar, Integrating Response Surface Methodology and Machine Learning for Analyzing the Unconventional Machining Properties of Hybrid Fiber-Reinforced Composites, Polymer Compos., 2024, 45, p 6077–6092. https://doi.org/10.1002/pc.2818010.1002/pc.28180 ↗
53. G. Periyappillai, S. Sathiyamurthy, and S. Saravanakumar, Optimized Machine Learning Prediction and RSM Optimization of Mechanical Properties in Boiled Eggshell Filler-Added Biocomposites, Fibers Polymers, 2024, 25, p 3115–3133. https://doi.org/10.1007/s12221-024-00638-w10.1007/s12221-024-00638-w ↗
54. R. Geng, J. Du, Z. Wei, S. Xu, and N. Ma, Modelling and Experimental Observation of the Deposition Geometry and Microstructure Evolution of Aluminum Alloy Fabricated by Wire-Arc Additive Manufacturing, J. Manuf. Process., 2021, 64, p 369–378. https://doi.org/10.1016/j.jmapro.2021.01.03710.1016/j.jmapro.2021.01.037 ↗
55. X. Chen, J. Li, X. Cheng, B. He, H. Wang, and Z. Huang, Microstructure and Mechanical Properties of the Austenitic Stainless Steel 316L Fabricated by Gas Metal Arc Additive Manufacturing, Mater. Sci. Eng. A, 2017, 703, p 567–577. https://doi.org/10.1016/j.msea.2017.05.02410.1016/j.msea.2017.05.024 ↗