journal article·2025-12-30Open access

Design Strategies for Welding-Based Additive Manufacturing: A Review of Topology and Lattice Optimisation Approaches

Ainara Cervera, Virginia Uralde, Juan Manuel Sustacha, Fernando Veiga

Applied Sciences· Volume 16· Issue 1

Abstract

Topology optimisation and lattice design constitute key enablers in the transition towards high-performance and resource-efficient engineering, particularly within the framework of additive manufacturing and welding-based deposition processes. The increasing integration of arc-based technologies, such as Wire Arc Additive Manufacturing, has strengthened the relevance of these methodologies by enabling the fabrication of large-scale, structurally efficient components with controlled material distribution and mechanical performance. These design strategies provide unique opportunities to achieve lightweight structures, functionally graded behaviour, and tailored properties beyond the limitations imposed by conventional manufacturing and joining techniques. The growing demand for functionally efficient components in sectors such as aerospace, biomedical, and automotive engineering continues to drive the adoption of these approaches, where both material efficiency and structural integrity under welding-induced thermal effects are critical. This chapter introduces the fundamentals of topology optimisation and functionally graded lattice architectures, describes their integration into advanced design and manufacturing workflows, including welding-based additive processes, and presents selected case studies that demonstrate their practical impact. Finally, emerging strategies based on generative design and artificial intelligence are discussed as key drivers for the automated and process-aware optimisation of future additively manufactured and welded structures.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Topology Optimization in Engineering · Additive Manufacturing Materials and Processes · Additive Manufacturing and 3D Printing Technologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Engineering, Public University of Navarre, Campus of Tudela, 31500 Tudela, Spain

Department of Engineering, Public University of Navarre, Campus of Arrosadía, 31006 Pamplona, Spain

References (76)

Show source-provided references
1. Salvador Advancements in Welding Techniques: A Comprehensive Review10.48175/IJARSCT-11908 ↗
2. High-Strength and Crack-Free Welding of 2024 Aluminium Alloy via Zr-Core-Al-Shell Wire10.1038/s41467-024-45660-x ↗
3. Milčić, M., Klobčar, D., Milčić, D., Zdravković, N., Đurić, A., and Vuherer, T. (2024). Comparison between Mechanical Properties and Joint Performance of AA 2024-T351 Aluminum Alloy Welded by Friction Stir Welding, Metal Inert Gas and Tungsten Inert Gas Processes. Materials, 17.10.3390/ma17133336 ↗
4. Treutler, K., and Wesling, V. (2021). The Current State of Research of Wire Arc Additive Manufacturing (WAAM): A Review. Appl. Sci., 11.10.3390/app11188619 ↗
5. Ramos, A., Angel, V.G., Siqueiros, M., Sahagun, T., Gonzalez, L., and Ballesteros, R. (2025). Reviewing Additive Manufacturing Techniques: Material Trends and Weight Optimization Possibilities Through Innovative Printing Patterns. Materials, 18.10.3390/ma18061377 ↗
6. Galán, J., and Felip Miralles, F. (2025). Ecodiseño y Nuevas Tecnologías: Avances, Propuestas e Innovaciones Para la Sostenibilida, Tirant Humanidades. Plural.
7. Transformando la Manufactura Global. Ventajas y Retos de la Impresión 3D Frente a Métodos Tradicionales10.17981/bilo.7.2.2025.03 ↗
8. Sachdeva, A., Agrawal, R., Chaudhary, C., Siddhpuria, D., Kashyap, D., and Timung, S. (2023). Sustainability of 3D printing in industry 4.0. 3D Printing Technology for Water Treatment Applications, Elsevier.10.1016/B978-0-323-99861-1.00010-2 ↗
9. Dalpadulo, E., Pollon, M., Vergnano, A., and Leali, F. (2025). Design for Additive Manufacturing of Lattice Structures for Functional Integration of Thermal Management and Shock Absorption. JMMP, 9.10.3390/jmmp9010024 ↗
10. Advances and Challenges in Micro-Lattice Structures: Properties, Applications, and Future Directions10.3934/matersci.2025028 ↗
11. Polo, S., García-Domínguez, A., Rubio, E.M., and Claver, J. (2025). Lattice Structures in Additive Manufacturing for Biomedical Applications: A Systematic Review. Polymers, 17.10.3390/polym17172285 ↗
12. Yang, J., Liu, H., Cai, G., and Jin, H. (2025). Additive Manufacturing and Influencing Factors of Lattice Structures: A Review. Materials, 18.10.3390/ma18071397 ↗
13. Multi-Material and Multiscale Topology Design Optimization of Thermoelastic Lattice Structures
14. A Decade of Design for Additive Manufacturing Research: A Bibliometric Analysis (2014–2024)10.1108/RPJ-02-2025-0086 ↗
15. Advances in 3D Printing with Eco-Friendly Materials: A Sustainable Approach to Manufacturing10.1039/D4SU00718B ↗
16. Aljabali, B.A., Parupelli, S.K., and Desai, S. (2025). Generalized Design for Additive Manufacturing (DfAM) Expert System Using Compliance and Design Rules. Machines, 13.10.3390/machines13010029 ↗
17. Additive Manufacturing in the Medical Sector: From an Empirical Investigation of Challenges and Opportunities Toward the Design of an Ecosystem Model10.1108/IJOPM-12-2023-0948 ↗
18. Gebre, N.M., Gallo, P., and Rossi, S. (2025). Design for Sustainability by Additive Manufacturing: A Study of PLA-Based Door Handle Redesign. Sustainability, 17.10.3390/su17114969 ↗
19. Design Strategies for Bi-Metallic Additive Manufacturing in the Context of Wire and Arc Directed Energy Deposition10.1016/j.matdes.2022.110496 ↗
20. Evolution and Formation of Dissimilar Metal Interfaces in Fusion Welding10.1016/j.actamat.2023.119232 ↗
21. Additive Manufacturing of Steel–Bronze Bimetal by Shaped Metal Deposition: Interface Characteristics and Tensile Properties10.1007/s00170-013-5191-7 ↗
22. Application of Finite Element Analysis in Laser Additive Manufacturing: A Review10.2351/7.0001825 ↗
23. Artificial Intelligence and Statistical Mapping Applied to Additive Manufacturing Toolpath Optimization in Wire-Arc DED10.1007/s40192-025-00415-4 ↗
24. Shen, W., Zhang, P., Li, W., and Qin, H. (2025). Additive Manufacturing for Functional Design: A Review of Capabilities, Strategies and Applications. Rapid Prototyp. J., 1–27.10.1108/RPJ-05-2025-0187 ↗
25. Aims, Scope, Methods, History and Unified Terminology of Computer-Aided Topology Optimization in Structural Mechanics10.1007/s001580050174 ↗
26. Topology Optimisation for Large-Scale Wire-Arc Directed Energy Deposition Considering Environmental Impact and Cost10.1016/j.autcon.2025.106313 ↗
27. Reduction of the Environmental Impact of Complex-Shaped Steel Joints Through Topology Optimization and Large-Scale Metal 3D Printing10.1016/j.rineng.2025.105610 ↗
28. Sell, S., Villani, K., and Stautner, M. (2025). Reducing Delivery Times by Utilising On-Site Wire Arc Additive Manufacturing with Digital-Twin Methods. Computers, 14.10.3390/computers14060221 ↗
29. Optimisation-Driven Design in the Architectural, Engineering and Construction Industry10.1680/jstbu.22.00032 ↗
30. Mitropoulou, C.C., Fourkiotis, Y., Lagaros, N.D., and Karlaftis, M.G. (2013). Evolution Strategies-Based Metaheuristics in Structural Design Optimization. Metaheuristic Applications in Structures and Infrastructures, Elsevier.10.1016/B978-0-12-398364-0.00004-8 ↗
31. Topology Optimization of 2.5D Parts Using the SIMP Method with a Variable Thickness Approach10.1016/j.promfg.2018.10.009 ↗
32. Chen, L., Zhang, H., Wang, W., and Zhang, Q. (2023). Topology Optimization Based on SA-BESO. Appl. Sci., 13.10.3390/app13074566 ↗
33. A Nodal Variable ESO (BESO) Method for Structural Topology Optimization10.1016/j.finel.2014.03.012 ↗
34. A Level set Method for Structural Topology Optimization10.1016/S0045-7825(02)00559-5 ↗
35. An Adaptive Method of Moving Asymptotes for Topology Optimization Based on the Trust Region10.1016/j.cma.2021.114202 ↗
36. Topology Optimization of Efficient and Strong Hybrid Compliant Mechanisms Using a Mixed Mesh of Beams and Flexure Hinges with Strength Control10.1016/j.mechmachtheory.2017.10.022 ↗
37. Comparative Study of Topology Optimization Techniques10.2514/1.31053 ↗
38. A Hybrid Topology Optimization Methodology Combining Simulated Annealing and SIMP10.1016/j.compstruc.2011.04.008 ↗
39. Reddy K., S.N., Maranan, V., Simpson, T.W., Palmer, T., and Dickman, C.J. (2016, January 21–24). Application of Topology Optimization and Design for Additive Manufacturing Guidelines on an Automotive Component. Proceedings of the Volume 2A: 42nd Design Automation Conference, Charlotte, NC, USA.10.1115/DETC2016-59719 ↗
40. Novel Sensorized Additive Manufacturing-Based Enlighted Tooling Concepts for Aeronautical Parts10.1038/s41598-024-68786-w ↗
41. Fraternali, F., Daraio, C., and Rimoli, J. (2019). Editorial: Multiscale Lattices and Composite Materials: Optimal Design, Modeling and Characterization. Front. Mater., 6.10.3389/fmats.2019.00199 ↗
42. Multiscale Structural Optimization Towards Three-Dimensional Printable Structures10.1007/s00158-019-02220-y ↗
43. Mechanical Attributes and Wave Propagation Characteristics of TPMS Lattice Structures10.1016/j.mechmat.2022.104363 ↗
44. Investigation into Multiaxial Mechanical Behaviors of Kelvin and Octet-B Polymeric Closed-Cell Foams10.1016/j.tws.2022.109405 ↗
45. A Novel Convective Heat Transfer Enhancement Method Based on Precise Control of Gyroid-Type TPMS Lattice Structure10.1016/j.applthermaleng.2023.120797 ↗
46. Behaviour of 3D Printed Re-Entrant Chiral Auxetic (RCA) Geometries Under In-Plane and Out-Of-Plane Loadings10.1088/1361-665X/ac2811 ↗
47. Overview of Methods and Software for the Design of Functionally Graded Lattice Structures10.1002/adem.202200483 ↗
48. Top, N., Şahin, İ., and Gökçe, H. (2023). The Mechanical Properties of Functionally Graded Lattice Structures Derived Using Computer-Aided Design for Additive Manufacturing. Appl. Sci., 13.10.3390/app132111667 ↗
49. Concurrent Geometrico-Topological Tuning of Nanoengineered Auxetic Lattices Fabricated by Material Extrusion for Enhancing Multifunctionality: Multiscale Experiments, Finite Element Modeling and Data-Driven Prediction
50. Effect of the Lattice Structures on Mechanical Characterisation of Additively Manufactured Ti-6Al-4V for Biomedical Application
51. Rodrigues, T.A., Duarte, V., Miranda, R.M., Santos, T.G., and Oliveira, J.P. (2019). Current Status and Perspectives on Wire and Arc Additive Manufacturing (WAAM). Materials, 12.10.3390/ma12071121 ↗
52. Thermo-Mechanical Analysis of Wire and Arc Additive Layer Manufacturing Process on Large Multi-Layer Parts10.1016/j.commatsci.2011.06.023 ↗
53. Toward Large-Scale Simulation of Residual Stress and Distortion in Wire and Arc Additive Manufacturing
54. Strut Formation Control and Processing Time Optimization for Wire Arc Additive Manufacturing of Lattice Structures10.1016/j.jmapro.2022.05.043 ↗
55. The State-of-the-Art of Wire Arc Directed Energy Deposition (WA-DED) as an Additive Manufacturing Process for Large Metallic Component Manufacture10.1080/0951192X.2022.2162597 ↗
56. Banga, H.K., Kumar, R., Channi, H.K., and Kaur, S. (2023). Parametric Design and Stress Analysis of 3D Printed Prosthetic Finger. Innovative Processes and Materials in Additive Manufacturing, Elsevier.10.1016/B978-0-323-86011-6.00014-3 ↗
57. Integrating Experiments, Finite Element Analysis, and Interpretable Machine Learning to Evaluate the Auxetic Response of 3D Printed Re-Entrant Metamaterials10.1016/j.jmrt.2023.06.038 ↗
58. Effect of Wire and Arc Additive Manufacturing (WAAM) Process Parameters on Bead Geometry and Microstructure
59. Different Path Strategies for Directed Energy Deposition of Crossing Intersections from Stainless Steel SS316L-Si10.1016/j.jmapro.2022.10.039 ↗
60. Liu, Y., Xie, D., Liu, Y., Tian, Z., Shangguan, S., Liao, J., and Hua, Z. (2025). The Influence of PBF-LB/M Part Forming Angle and Support Structure Parameters on the Distortion of Oral Stent. Materials, 18.10.3390/ma18194588 ↗
61. WAAM of Structural Components—Building Strategies for Varying Wall Thicknesses10.1007/s40194-023-01481-y ↗
62. Park, K.-M., Min, K.-S., and Roh, Y.-S. (2021). Design Optimization of Lattice Structures under Compression: Study of Unit Cell Types and Cell Arrangements. Materials, 15.10.3390/ma15010097 ↗
63. Uralde, V., Veiga, F., Suarez, A., Aldalur, E., and Ballesteros, T. (2023). Symmetry Analysis in Wire Arc Direct Energy Deposition for Overlapping and Oscillatory Strategies in Mild Steel. Symmetry, 15.10.3390/sym15061231 ↗
64. Uralde, V., Veiga, F., Suárez, A., and Ballesteros, T. (2024). Method for Selecting the Optimal Technology in Metal Additive Manufacturing Using an Analytical Hierarchical Process 2024, Mendeley Data.
65. Dimopoulos, A., Chryssinas, G., Mavroforaki, D., Gan, T.-H., and Chatzakos, P. (2024). An Interactive Web-Based Platform for Support Generation and Optimisation for Metal Laser Powder Bed Fusion. Materials, 17.10.3390/ma17071639 ↗
66. Deposition Sequence Optimization for Minimizing Substrate Plate Distortion Using the Simplified WAAM Simulation10.1016/j.jmsy.2025.05.010 ↗
67. Investigation of Distribution of Mechanical Properties inside of Wire Arc Additive Manufacturing Parts10.4028/p-gg8rOr ↗
68. Combining Multiple Lattice-Topology Functional Grading Strategies for Enhancing the Dynamic Compressive Behavior of TPMS-Based Metamaterials10.1016/j.jmrt.2023.10.247 ↗
69. Sustainability of 3D Printing in Infrastructure Development10.1016/j.procir.2023.08.035 ↗
70. Uralde, V., Suárez, A., Veiga, F., Villanueva, P., and Ballesteros, T. (2024). Advancements and Methodologies in Directed Energy Deposition (DED-Arc) Manufacturing: Design Strategies, Material Hybridization, Process Optimization and Artificial Intelligence. Additive Manufacturing—Present and Sustainable Future, Materials and Applications, IntechOpen.10.5772/intechopen.1006965 ↗
71. Arana, M., Ukar, E., Rodriguez, I., Iturrioz, A., and Alvarez, P. (2021). Strategies to Reduce Porosity in Al-Mg WAAM Parts and Their Impact on Mechanical Properties. Metals, 11.10.3390/met11030524 ↗
72. A WAAM Benchmark: From Process Parameters to Thermal Effects on Weld Pool Shape, Microstructure and Residual Stresses10.1016/j.mtcomm.2022.104235 ↗
73. Prospective Life Cycle Assessment of Future Wire Arc Additive Manufacturing Deposition Process for Large-Scale Steel Parts10.1016/j.eiar.2025.108111 ↗
74. Segovia-Guerrero, L., Baladés, N., Gallardo-Galán, J.J., Gil-Mena, A.J., and Sales, D.L. (2025). Additive vs. Subtractive Manufacturing: A Comparative Life Cycle and Cost Analyses of Steel Mill Spare Parts. J. Manuf. Mater. Process., 9.10.3390/jmmp9040138 ↗
75. Fernández-Zabalza, A., Rodríguez-Díaz, Á., Veiga, F., Suárez, A., Uralde, V., Ballesteros, T., and Alfaro, J.R. (2025). AI-Driven Predictive Modeling of Homogeneous Bead Geometry for WAAM Processes. Int. J. Adv. Manuf. Technol., 1–12.10.1007/s00170-025-16061-1 ↗
76. 3D-Printed Multifunctional Materials Enabled by Artificial-Intelligence-Assisted Fabrication Technologies10.1038/s41578-020-00235-2 ↗