Numerical power prediction for waDED produced aluminium ER5183 wall structures on vertical substrate plates
Source abstract
Abstract
Abstract Due to high melting rates, wire and arc directed energy deposition (waDED) enables the efficient production of large metallic components. Compared to other additive manufacturing processes, operating and material costs are relatively low. The used arc welding process, however, leads to high heat input into the component. To mitigate heat accumulation, cooling strategies can be employed. It is also possible to reduce heat accumulation by adjusting the welding power according to the current component temperature. In this study, a proportional–integral–derivative (PID) control function provided by the finite element software LS-DYNA is utilized to numerically predict optimized waDED welding powers for the first time. Experiments using tungsten inert gas (TIG) welding and aluminium substrate plates are conducted to obtain data required for the calibration of the finite element method (FEM) model. Following calibration, the maximum power deviation between experiment and simulation is 76W, corresponding to an error of only 5%. The calibrated FEM-model is used to predict optimized welding powers for a multi-layer wall structure. Good seam qualities are achieved using the numerically predicted welding powers, effectively preventing variations in seam width caused by insufficient or excessive heat input.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Additive Manufacturing Materials and Processes · Welding Techniques and Residual Stresses · High Entropy Alloys Studies
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (31)
Show source-provided references
1. Challenges associated with the wire arc additive manufacturing (WAAM) of aluminum alloys10.1088/2053-1591/ab4dd4 ↗
2. Wire + Arc additive manufacturing10.1179/1743284715Y.0000000073 ↗
3. Additive manufacturing using WAAM with AA5183 wire10.1016/j.jmatprotec.2018.04.014 ↗
4. A novel cold wire gas metal arc (CW-GMA) process for high productivity additive manufacturing10.1016/j.addma.2023.103681 ↗
5. The effect of wire size on high deposition rate wire and plasma arc additive manufacture of Ti-6Al-4V10.1016/j.jmatprotec.2020.116842 ↗
6. Numerical simulation and evaluation of the world’s first metal additively manufactured bridge10.1016/j.istruc.2022.06.012 ↗
7. Lachmayer · 201810.1007/978-3-662-56463-9 ↗
8. Applications of wire arc additive manufacturing (WAAM) for aerospace component manufacturing10.1007/s00170-023-11623-7 ↗
9. Arc-welding based additive manufacturing for body reinforcement in automotive engineering10.1007/s40194-020-00959-3 ↗
10. Concept and validation of an active cooling technique to mitigate heat accumulation in WAAM10.1007/s00170-020-05201-4 ↗
11. Effects of heat accumulation on the arc characteristics and metal transfer behavior in Wire Arc Additive Manufacturing of Ti6Al4V10.1016/j.jmatprotec.2017.07.037 ↗
12. Heat source management in wire-arc additive manufacturing process for Al-Mg and Al-Si alloys10.1016/j.addma.2019.01.007 ↗
13. Invited review article: strategies and processes for high quality wire arc additive manufacturing10.1016/j.addma.2018.06.020 ↗
14. Increasing the manufacturing efficiency of WAAM by advanced cooling strategies10.1007/s40194-020-00930-2 ↗
15. A study on power-controlled wire-arc additive manufacturing using a data-driven surrogate model10.1007/s00170-021-07358-y ↗
16. Thermo-mechanical Analysis of Wire and Arc Additive Manufacturing Process
17. Simulation of microstructure evolution during wam process
18. Model predictive control of layer width in wire arc additive manufacturing10.1016/j.jmapro.2020.07.060 ↗
19. Control of deposition height in WAAM using visual inspection of previous and current layers10.1007/s10845-020-01634-6 ↗
20. Process modeling and control for additive manufacturing of Ti-6Al-4V using plasma arc welding - methodology and experimental validation10.1016/j.jmapro.2024.07.072 ↗
21. Closed-loop high-fidelity simulation integrating finite element modeling with feedback controls in additive manufacturing10.1115/1.4048364 ↗
22. Chen · 2019
23. Weman · 2003
24. A new finite element model for welding heat sources10.1007/BF02667333 ↗
25. Modelling of wire-arc additive manufacturing - a review10.1016/j.aime.2023.100121 ↗
26. Analytical solutions of the thermal field induced by moving double-ellipsoidal and double-elliptical heat sources in a semi-infinite body10.1002/cnm.1324 ↗
27. Modeling metal deposition in heat transfer analyses of additive manufacturing processes10.1016/j.finel.2014.04.003 ↗
28. 2021
29. Improved CWM Platform for Modelling Welding Procedures and Their Effects on Structural Behaviour
30. Modeling and convergence analysis of directed energy deposition simulations with hybrid implicit / explicit and implicit solutions10.5604/01.3001.0013.4086 ↗
31. 2021