Page 38 - IJAMD-1-3
P. 38
International Journal of AI for
Materials and Design
Prediction of wall geometry for wire arc additive manufacturing
27. Xiong J, Zhang G, Hu J, Wu L. Bead geometry prediction and intelligent laboratory systems. 1989;6:259-272.
for robotic GMAW-based rapid manufacturing through 34. Turgut B, Gürol U, Onler R. Effect of interlayer dwell time
a neural network and a second-order regression analysis. on output quality in wire arc additive manufacturing of low
J Intell Manuf. 2014;25:157-163.
carbon low alloy steel components. Int J Adv Manuf Technol.
doi: 10.1007/s10845- 012-0682-1 2023;126:5277-5288.
28. Ríos S, Colegrove PA, Martina F, Williams SW. Analytical doi: 10.1007/s00170-023-11481-3
process model for wire + arc additive manufacturing. Addit 35. Suryakumara S, Karunakaran KP, Bernard A,
Manuf. 2018;21:651-657.
Chandrasekhar U, Raghavender N, Sharma D. Weld bead
doi: 10.1016/j.addma.2018.04.003 modeling and process optimization in Hybrid Layered
Manufacturing. Comput Aided Des. 2011;43:331-344.
29. Nagesh DS, Datta GL. Prediction of weld bead geometry and
penetration in shielded metal-arc welding using artificial doi: 10.1016/j.cad.2011.01.006
neural networks. J Mater Process Technol. 2002;123:303-312.
36. Hu Z, Qin X, Li Y, Ni M. Welding parameters prediction
doi: 10.1016/S0924-0136(02)00101-2 for arbitrary layer height in robotic wire and arc additive
manufacturing. J Mech Sci Technol. 2020;34:1683-1695.
30. Rao PS, Gupta OP, Murty SSN, Rao ABK. Effect of process
parameters and mathematical model for the prediction of doi: 10.1007/s12206-020-0331-0
bead geometry in pulsed GMA welding. Int J Adv Manuf 37. Wang L, Xue J, Wang Q. Correlation between arc mode,
Technol. 2009;45:496-505.
microstructure, and mechanical properties during wire arc
doi: 10.1007/s00170-009-1991-1 additive manufacturing of 316L stainless steel. Mater Sci Eng
A. 2019;751:183-190.
31. Bourlet C, Zimmer-Chevret S, Pesci R, Bigot R, Robineau A,
Scandella F. Microstructure and mechanical properties of doi: 10.1016/j.msea.2019.02.078
high strength steel deposits obtained by Wire-Arc Additive 38. Wahsh L, ElShater A, Mansour A, et al. Parameter selection
Manufacturing. J Mater Process Technol. 2020;285:116759.
for wire arc additive manufacturing (WAAM) process.
doi: 10.1016/j.jmatprotec.2020.116759 Mater Sci Technol. 2018;1:78-85.
32. Spencer JD, Dickens PM, Wykes CM. Rapid prototyping of doi: 10.7449/2018mst/2018/mst_2018_78_85
metal parts by three-dimensional welding. Proc Inst Mech 39. Patel VK, Savsani VJ. A multi-objective improved teaching-
Eng Part B J Eng Manuf. 1998;212:175-182.
learning based optimization algorithm (MO-ITLBO). Inf
doi: 10.1243/0954405981515590 Sci. 2016;357:182-200.
33. Sthle L, Wold S. Analysis of variance (ANOVA), chemometrics doi: 10.1016/j.ins.2014.05.049
Volume 1 Issue 3 (2024) 32 doi: 10.36922/ijamd.4285

