Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

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1. Introduction

Multimaterial heterogeneous structures are considered to have great potential to break the strength-ductility trade-off. This study prepared bimetallic hierarchical structures (BHSs) of different proportions of hot work tool steel RMD535 and martensitic stainless steel RMD650 using directed energy deposition-arc/wire (DED-Arc/wire) technology with alternating deposition by dual robots. The microstructural evolution and interface characteristics were studied using optical microscopy (OM), scanning electron microscopy (SEM), X-ray diffraction (XRD), energy dispersive spectroscopy (EDS), and electron backscatter diffraction (EBSD) techniques. Mechanical properties were explored through hardness testing, loading-unloading-reloading tensile tests (LUR), and fracture morphology analysis. Additionally, the heterogeneous deformation mechanisms affecting strength and ductility were discussed by combining digital image correlation (DIC) methods, heterogeneous deformation induced (HDI) stress, and geometrically necessary dislocations (GNDs) calculations.

The results indicate that due to the remelting effect, dilution, and differences in thermal conductivity, the interfaces of RMD650–535 and RMD535–650 exhibit different elemental diffusion behaviors. In the hard zone of RMD650 stainless steel, skeletal δ-ferrite phases are embedded in a fine low-carbon lath martensite matrix; while in the soft zone of RMD535 hot work tool steel, it mainly consists of coarser martensite and bainite. As the proportion of hard material decreases, both yield strength and ultimate tensile strength decrease. Among them, the BHSs with 75% hard and 25% soft materials exhibit the highest yield strength (890.97 MPa) and slightly lower elongation (7.41%). When the proportion of soft material is below 50%, the HDI strengthening effect surpasses the softening effect, and the HDI stress increases with the proportion of hard material. Due to strain distribution, the strain in BHSs is distributed over a longer gauge length, resulting in additional strengthening and delaying strain/stress localization. These findings demonstrate the potential of DED-Arc/wire technology in constructing bimetallic hierarchical multimaterial structures.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

2. Highlights of the Article

1. Dual Robot Collaborative Deposition Technology Achieves Bimetallic Hierarchical Structures Using dual robot alternating deposition DED-Arc/wire technology, bimetallic hierarchical structures (BHSs) of hot work tool steel (RMD535) and martensitic stainless steel (RMD650) were successfully fabricated. By precisely controlling the material ratio (e.g., 75% hard/25% soft), defect-free interfaces were achieved, providing a new method for the manufacturing of multimaterial heterogeneous structures.

2. Heterogeneous Deformation Induced (HDI) Strengthening Mechanism Optimizes Strength and Ductility The study found that when the proportion of soft material is below 50%, the HDI strengthening effect surpasses the softening effect. Through strain distribution and geometrically necessary dislocation (GND) regulation, BHSs maintain a high yield strength of 890.97 MPa with a 7.41% elongation, breaking the traditional strength-ductility trade-off limitation.

3. Interface Element Diffusion Behavior and Microstructural Regulation Revealed the gradient diffusion pattern of Cr elements at the interface due to remelting effects and differences in thermal conductivity, forming a δ-ferrite/fine martensite composite structure in the hard zone, and coarse martensite/bainite in the soft zone, providing a theoretical basis for multimaterial interface design through dilution effects.

3. Research Background

In the field of metallic materials, the enhancement of strength often comes at the expense of ductility, a phenomenon known as the strength-ductility trade-off, which stems from the inherent limitations of strain hardening capability. This trade-off characteristic limits the application of materials in extreme environments (such as aerospace, nuclear power, and marine applications) where high strength and high ductility are required. For example, forging molds must withstand high temperatures (400–800°C) and repeated impact loads. While increasing strength and hardness can effectively resist plastic deformation and wear, the degradation of ductility can lead to premature cracking and fracture.

Mitigating the strength-ductility trade-off through traditional techniques (such as complex alloy design and thermomechanical processing) is challenging. These methods belong to intrinsic toughening mechanisms, relying on factors such as grain size, morphology, and precipitated phases. In recent years, heterogeneous structured metallic materials have shown great potential in achieving high strength and high ductility. Typical structures include bimetallic structures, gradient structures, hierarchical structures, and harmonious structures, with multimaterial combinations such as hard-soft material combinations like steel-steel, steel-copper, steel-nickel, aluminum-copper, nickel-titanium, etc. These materials exhibit significant differences in chemical composition, microstructure, strength, and ductility in adjacent regions, forming periodic structures on the micron to millimeter scale.

Under thermomechanical loads, heterogeneous structures undergo local inhomogeneous deformation due to the elastic-plastic incompatibility of different regions. Strain gradients and geometrically necessary dislocations (GNDs) are generated at heterogeneous interfaces, forming long-range internal stresses between hard/soft materials, leading to additional strain hardening, accompanied by strain/stress distribution. Furthermore, heterogeneous interfaces can consume crack tip propagation energy through mechanisms such as crack bridging, passivation, deflection, and stress redistribution, delaying component fracture. Therefore, heterogeneous structures can inherit the strength, ductility, density, or thermal/electrical conductivity characteristics of multimaterials, producing a strengthening effect that surpasses that of a single material.

Traditional preparation methods for heterogeneous structures (such as chemical vapor deposition, powder metallurgy, casting, shot peening, or hot/cold rolling-annealing) are difficult to adapt to materials with different thermophysical properties and complex geometries. In contrast, additive manufacturing technology naturally possesses the advantage of on-demand distribution of multimaterials through layer-by-layer deposition of arbitrary materials. Existing studies categorize multimaterial additive manufacturing into three types: (1) Material A is deposited on Material B, forming a bimetallic structure; (2) Along the build direction, the content of Material A increases while that of Material B decreases, forming a gradient structure; (3) Materials A and B are alternately deposited to construct bimetallic hierarchical structures (BHSs). For example, Zhang et al. fabricated a copper-H13 tool steel bimetallic structure using laser-directed energy deposition (DED), introducing a nickel-based interlayer (D22) to enhance interface bonding strength, with a thermal conductivity 100% higher than that of pure H13; Zhang et al. constructed a Ti-6Al-4V/316L stainless steel gradient heterogeneous structure, achieving a tensile strength of 1.3 GPa and a uniform elongation of 9% through a β+α′ dual-phase microstructure and progressive phase transformation-induced plasticity effect; Tan et al. used DED to fabricate BHSs of martensitic aging steel and AISI 420 stainless steel, achieving a strength of 1.32 GPa and an elongation of 7.5% due to the multiscale heterogeneous structure.

Compared to laser additive manufacturing, arc/wire directed energy deposition (DED-Arc/wire) has advantages of high productivity (2–8 kg/h) and low energy consumption, making it particularly suitable for rapid prototyping of large components. Ahsan et al. fabricated a low-carbon steel-austenitic stainless steel bimetallic structure using DED-Arc/wire, achieving a 35% and 250% increase in tensile strength and elongation, respectively, after heat treatment at 800–1100°C; Chen et al. developed a layered structure of 304 stainless steel/low-carbon steel, achieving a strength of 999.8 MPa (about twice that of a single material) and an elongation of 28.2%; Han et al. used dual-wire DED-Arc/wire to fabricate functionally graded materials of Ti6Al4V-Inconel 625, with average compressive strength and strain of 1390.25 MPa and 10.96%, respectively.

Currently, there is limited research on the impact of hard/soft material ratios on the performance of heterogeneous structures. This study prepared bimetallic hierarchical structures of different proportions of hot work tool steel RMD535 and martensitic stainless steel RMD650 using DED-Arc/wire technology, analyzing microstructural evolution and interface characteristics through OM, SEM, XRD, EDS, and EBSD techniques, and further exploring mechanical properties through hardness testing, loading-unloading-reloading (LUR) tensile tests, and fracture morphology analysis. Additionally, the heterogeneous deformation mechanisms affecting strength and ductility were discussed by combining digital image correlation (DIC) methods, heterogeneous deformation induced (HDI) stress, and GNDs calculations.

4. Visual Analysis

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 1. Schematic of the Dual Robot Collaborative DED-Arc/wire System for Fabricating Bimetallic Hierarchical Structures This system is equipped with two GMAW welding robots, used for depositing RMD535 and RMD650 materials, respectively.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 2. Schematic of Bimetallic Hierarchical Thin-Walled Component and Sampling Locations for Metallographic/Mechanical Property Tests (a) Component dimensions (130×70×12 mm); (b) Sample extraction locations marked, including tensile samples and metallographic analysis areas.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 3. Physical Image of Thin-Walled Component (W8) Fabricated by DED-Arc/wire Method The lower half of the component is made of RMD650 stainless steel, while the upper half is made of RMD535 hot work tool steel, with no visible defects in the interface region.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 4. Microstructure (OM and SEM) at Different Locations of Bimetallic Hierarchical Thin-Walled Component W8 (a) Low magnification macrostructure along the build direction; (b) High magnification OM image of the RMD535–650 interface; (c) High magnification SEM microstructure of the upper RMD535 region (mainly coarse martensite and bainite); (d) High magnification SEM microstructure of the lower RMD650 region (skeletal δ-ferrite phase embedded in fine lath martensite matrix). In the figure, α′, α′T, αB, and δ represent martensite, tempered martensite, bainite, and δ-ferrite, respectively.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 5. Microstructure (OM and SEM) at Different Locations of Bimetallic Thin-Walled Component W3 (a) Low magnification macrostructure along the build direction; (b) High magnification OM image of the bimetallic hierarchical structure; (c) High magnification SEM image of the RMD535 region (lath martensite and columnar bainite); (d) High magnification SEM image of the RMD650 region (worm-like δ-ferrite in the fine martensite matrix). Phase annotations are the same as in Figure 4.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 6. Schaeffler-Delong Phase Diagram Used to predict the content of δ-ferrite and solidification mode, RMD650 (Cr_eq/Ni_eq=2.36) is located in the ferrite region (F mode), while RMD535 (Cr_eq/Ni_eq=0.77) is located in the austenite region (A mode).

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 7. EDS Element Distribution Map of RMD650 Region The skeletal region marked by white arrows is enriched in Cr and Mo elements, while the surrounding matrix is rich in Ni elements, confirming the presence of δ-ferrite phase.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 8. XRD Diffraction Patterns of Bimetallic Thin-Walled Component W8 Only α-Fe (BCC) phase was detected in all regions, with no austenite peaks. The reduced intensity of diffraction peaks at the interface indicates weakened preferred orientation.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 9. Element Distribution Analysis of the Interface Region of Component W8 (a) SEM image of the interface; (b) Cr element line scan curve along the build direction; (c-e) Elemental distribution maps of Cr, Mo, and Ni at the interface, showing a transition zone (ITZ) of approximately 60 μm width.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 10. Element Distribution Analysis of the Interface Region of Component W3 (a) SEM image of the interface; (b) Cr element line scan curve showing four characteristic regions (I-IV); (c-e) Elemental distribution of Cr, Mo, and Ni at the interface, revealing a composition gradient due to dilution effects.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 11. Schematic of Element Diffusion Mechanism in the Interface Transition Zone (a) Convection behavior of the molten pool of RMD535 deposited on the RMD650 layer (driven by electromagnetic forces and Marangoni effects); (b) Remixing and diffusion paths of Cr elements during the deposition process of component W3 (GHJI is the dilution zone, MNKL is the unmixed zone).

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 12. Microhardness Distribution in the Interface Region of Bimetallic Hierarchical Structures (BHSs) W1 (pure RMD650) average hardness 383HV, W7 (pure RMD535) 273HV, W8 shows a decreasing trend in hardness at the interface, while W3/W4/W5 show periodic fluctuations in hardness due to alternating distribution of hard/soft materials.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 13. Engineering Stress-Strain Curves of Components W1-W8 No obvious yield point, yield strength determined using the 0.2% offset method, W1 (pure RMD650) yield strength 851.05±31.28 MPa, elongation 9.27±0.09%; W7 (pure RMD535) yield strength 693.80±3.96 MPa, elongation 11.43±0.27%.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 14. Comparison of Yield Strength and Elongation of Bimetallic Hierarchical Structures with Different Ratios Yield strength decreases as the proportion of hard material decreases, with the 75% hard + 25% soft combination (W2) exhibiting the highest yield strength (890.97 MPa) and moderate elongation (7.41%).

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 15. True Stress-Strain Curves and Back Stress Evolution of Loading-Unloading-Reloading (LUR) Tensile Tests(a) True stress-strain curve of LUR tests and schematic of unloading-reloading yield points; (b) Evolution of back stress with true strain, showing an increase in back stress with an increase in the proportion of hard material.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 16. In Situ DIC Strain Distribution Maps During Tensile Testing(a) W1 (pure RMD650) shows uniform strain distribution; (b) W8 (bottom 50% RMD650/top 50% RMD535) shows preferential deformation in the soft region (RMD535); (c) W3 (67% RMD650/33% RMD535 hierarchical structure) shows strain distributed in the alternating hard/soft regions, delaying localization.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 17. EBSD Analysis of Heterogeneous Interface of Tensile Sample W3(a) Inverse pole figure (IPF) shows grain orientation; (b) GND density distribution map; (c) Grain boundary distribution map (black for low-angle grain boundaries, red for high-angle grain boundaries); (d) GND density histogram, with GND density significantly higher at the interface than in single material regions.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 18. Schematic of Back Stress and Forward Stress Mechanisms at the RMD535-RMD650 Interface The hard zone (RMD650) generates back stress (σb), while the soft zone (RMD535) bears forward stress (σf). Heterogeneous deformation induced (HDI) strengthening is achieved through strain gradients and GND accumulation.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 19. Comparison of Fracture Morphology SEM Images(a) W1 (pure RMD650) exhibits quasi-cleavage fracture; (b) W2 (75% RMD650) shows mixed ductile dimples and cleavage features; (c)-(h) As the proportion of soft material increases (W3-W8), the size of ductile dimples increases and becomes more uniformly distributed, indicating improved plasticity.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 20. Comparison of Microstructures (OM) of W2 and W6(a) The δ-ferrite in the interface region of W2 is located within dendrites; (b) The diluted RMD650 region of W6 shows a reduced proportion of δ-ferrite distributed along the original austenite grain boundaries (PAGBs), with martensite and bainite being predominant.

Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

Figure 21. Chemical Composition Analysis of Particles at the Bottom of Ductile Dimples EDS point scanning confirmed that the separated phase within the ductile dimples is rich in Cr/Mo carbides (e.g., M23C6), with significant differences in elemental distribution compared to the matrix.

5. Conclusion of the Article

This study successfully fabricated bimetallic hierarchical structures (BHSs) of different proportions of hot work tool steel RMD535 and martensitic stainless steel RMD650 using dual robot collaborative DED-Arc/wire technology, systematically investigating their microstructural evolution, interface characteristics, and mechanical properties. The results indicate that due to the remelting effect, dilution, and differences in thermal conductivity, the interfaces of RMD650–535 and RMD535–650 exhibit different elemental diffusion behaviors. In the hard zone of RMD650, skeletal δ-ferrite phases are embedded in a fine low-carbon lath martensite matrix; while in the soft zone of RMD535, it mainly consists of coarser martensite and bainite structures. As the proportion of hard material decreases, both yield strength and ultimate tensile strength show a downward trend, with the BHSs of 75% hard and 25% soft materials exhibiting the highest yield strength (890.97 MPa) and moderate elongation (7.41%).

Through loading-unloading-reloading (LUR) tensile tests and digital image correlation (DIC) analysis, it was found that when the proportion of soft material is below 50%, the heterogeneous deformation induced (HDI) strengthening effect surpasses the softening effect, and the HDI stress increases with the proportion of hard material. The strain in the bimetallic hierarchical structure is distributed over a longer gauge length due to the distribution effect, resulting in additional strengthening and delaying strain/stress localization. Furthermore, the gradient diffusion of Cr elements in the interface transition zone (ITZ) (approximately 60 μm wide) confirms the metallurgical compatibility of the two materials, and the interface bonding strength is higher than that of the soft material body.

This study confirms the potential of DED-Arc/wire technology in constructing bimetallic hierarchical multimaterial structures. By controlling the hard/soft material ratio and interface design, it is possible to break through the traditional strength-ductility trade-off limitations, providing new material solutions for extreme environment applications such as aerospace and mold repair.

Full Text Link

https://doi.org/10.1016/j.addma.2023.103495

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Collaborative Manufacturing with Dual Robots! Validation of Industrial Application Potential for DED-Arc/Wire Bimetallic Hierarchical Structures at Wuhan University of Technology

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