journal article·2025-06-08Open access

A Multiscale Study on Substrate Size Effect and Energy Density Regulation on Dynamic Response of Dilution Rate in Laser Cladding Iron-Based Coatings

Danqing Yin, Meng Wang, Yonglei Wang, Meng Zhang, Jinglong Dong, Zhaohua Huang, Junming Chang, Haoqi Zhao, Sumsun Naher

Coatings· Volume 15· Issue 6

Abstract

This study systematically revealed the synergistic effects of laser power, cladding speed, and substrate diameter on the dilution rate and hardness of iron-based alloy coatings on the surface of 45 steel through the integration of finite element simulation, elemental migration analysis, and response surface methodology (RSM). The experiments showed that when the substrate diameter was greater than 50 mm, the coupling effect of thermal diffusion retardation and molten pool expansion caused a nonlinear surge in the dilution rate. The growth rate of the molten pool depth increased by 46% (from 0.28 to 0.41 μm), and the melting volume of the substrate expanded by 1.7 times. The dilution rate reached 15.6%–31.7% through a dual-regulation mechanism involving energy density (1.43–3.75 J/mm2) and substrate diameter (30–60 mm), with a significant hardness demarcation of 343–738 HV. Substrates with a small diameter (30 mm) achieved a peak hardness of 738 HV at an energy density of 2.14 J/mm2 through ultra-fast cooling (>1.5 × 104 K/s), while those with a large diameter (60 mm) exhibited a hardness drop to 426.5 HV due to grain coarsening. The multi-method integrated model constructed in this study achieved a dilution rate prediction error of less than 5% (R2 = 0.9775), with a prediction deviation of less than 2% under extreme parameters (diameter of 55 mm and power of 4800 W). The study proposed an optimized process window with a substrate diameter of 42–57 mm and an energy density of 1.43–2.14 J/mm2, providing a physically mechanism-driven intelligent parameter design strategy for laser cladding repair of shaft parts.
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Research context

OpenAlex topics: Additive Manufacturing Materials and Processes · High Entropy Alloys Studies · Welding Techniques and Residual Stresses

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

Affiliations

Longmen Laboratory, Henan University of Science and Technology, Luoyang 471000, China

School of Materials Science and Engineering, Henan University of Science and Technology, Luoyang 471023, China

Luoyang Leishuo Additive Manufacturing Co. Ltd., Luoyang 471100, China

School of Science & Technology Department of Engineering, University of London, London WC1E 7HU, UK

Funding

Longmen Laboratory Frontier Exploration Projects · Henan International Science and technology cooperation project · Luoyang City Core Technology Research and Development Public Welfare Special Project · National Natural Science Foundation of China · Henan Key Technologies R&D Program · China Postdoctoral Science Foundation

References (37)

Show source-provided references
1. Microstructural evolution of laser clad Stellite 31 powder on Inconel 713 LC superalloy10.1016/j.surfcoat.2021.127633 ↗
2. Cao, Y., Yan, K., Shi, W., Zhou, R., Li, B., and Qin, J. (2024). Experimental Study on the Microstructure and Tribological Properties of Laser-Clad Ni60-WC Composite Coatings. Materials, 17.10.3390/ma17184638 ↗
3. Microstructure and high temperature tribological behavior of laser cladding Ni60A alloys coatings on 45 steel substrate10.1016/S1003-6326(15)63754-2 ↗
4. Gao, Y., Bai, S., Jiang, S., Lu, P., Zhang, D., Jie, M., and Liu, Y. (2024). Effect of the Laser Cladding Parameters on Microstructure and Elevated Temperature Wear of FeCrNiTiZr Coatings. Materials, 17.10.3390/ma17184444 ↗
5. Microstructural evolution of laser-clad 75Cr3C2+25(80Ni20Cr) powder on Inconel 718 superalloy10.1016/j.jmatprotec.2020.116735 ↗
6. Characterization of dilution action in laser-induction hybrid cladding10.1016/j.optlastec.2010.12.005 ↗
7. Experimental investigation and statistical optimization of laser surface cladding parameters10.1007/s00170-014-6338-x ↗
8. Sliding wear resistance of TiCp reinforced titanium composite coating produced by laser cladding10.1016/j.surfcoat.2010.02.070 ↗
9. Parameter optimization and experimental study of the sprocket repairing using laser cladding10.1007/s00170-017-0066-y ↗
10. Liu, W., Li, L., Mi, G., Wang, J., and Pan, Y. (2022). Effect of Fe Content on Microstructure and Properties of Laser Cladding Inconel 625 Alloy. Materials, 15.10.3390/ma15228200 ↗
11. Li, Y.-X., Zhang, P.-F., Bai, P.-K., Zhao, Z.-Y., and Liu, B. (2018). Analysis of Geometrical Characteristics and Properties of Laser Cladding 85 wt.% Ti + 15 wt.% TiBCN Powder on 7075 Aluminum Alloy Substrate. Materials, 11.10.3390/ma11091551 ↗
12. Suppression of dilution in Ni-Cr-Si-B alloy cladding layer by controlling diode laser beam profile10.1016/j.optlastec.2017.09.019 ↗
13. Recent research and development status of laser cladding: A review10.1016/j.optlastec.2021.106915 ↗
14. Geometry and dilution rate analysis and prediction of laser cladding10.1007/s00170-019-03932-7 ↗
15. Optimization of dilution rate of laser cladding repair based on deep learning10.1007/s00170-020-05969-5 ↗
16. Analysis and prediction of geometrical shapes and dilution rate in laser cladding repair of Ti-6Al-4V alloy10.1007/s00170-024-14432-8 ↗
17. Bruck, G.J. (1988, January 15–18). Fundamentals and Industrial Applications of High Power Laser Beam Cladding. Proceedings of the Society of Photo-Optical Instrumentation Engineers, San Diego, CA, USA.10.1117/12.947699 ↗
18. Numerical simulation and surface morphology of laser cladding of nickel-based C276 alloy coatings on AerMet100 steel surface10.1016/j.jmrt.2023.10.045 ↗
19. Numerical simulation and experimental investigation of the laser cladding processes of Ti6Al4V with coaxial shroud protection10.1016/j.jmrt.2023.08.163 ↗
20. Finite element simulation analysis of flow heat transfer behavior and molten pool characteristics during 0Cr16Ni5Mo1 laser cladding10.1016/j.jmrt.2024.03.154 ↗
21. A new approach to evaluation of bead geometry and cladded layer in laser additive manufacturing of Inconel 718 using the experimental design, inverse analysis and numerical simulation10.1016/j.optlastec.2025.112464 ↗
22. Wang, K., Zhang, Z., Xiang, D., and Ju, J. (2022). Research and Progress of Laser Cladding: Process, Materials and Applications. Coatings, 12.10.3390/coatings12101382 ↗
23. Optimization of multilayer laser cladding process parameters based on NSGA-II-MOPSO algorithm10.1016/j.optlastec.2024.111025 ↗
24. Powder catchment efficiency in laser cladding (directed energy deposition). An investigation into standard laser cladding and the ABA cladding technique10.2351/7.0000904 ↗
25. Deep learning-driven precision control of dilution rate in multi-pass laser cladding: Experiment and simulation10.1007/s00170-023-11732-3 ↗
26. FEM modeling and experimental verification for dilution control in laser cladding10.1016/j.jmatprotec.2010.09.007 ↗
27. Laser Cladding Deposition of a Fe-based Metallic Glass on 304 Stainless Steel Substrates10.1007/s11666-022-01325-z ↗
28. Fabrication of Fe-based amorphous composite coating by laser cladding10.1016/j.jnoncrysol.2022.121648 ↗
29. Laser cladding of Fe-based corrosion and wear-resistant alloy: Genetic design, microstructure, and properties10.1016/j.surfcoat.2022.128117 ↗
30. Influence of thermal conductivity on the predicted temperature fields in welding of steels10.1016/j.ijthermalsci.2024.109066 ↗
31. Experimental and numerical simulation studies of the flow characteristics and temperature field of Fe-based powders in extreme high-speed laser cladding10.1016/j.optlastec.2023.110317 ↗
32. (2023). Metallic Materials—Knoop Hardness Test—Part 1: Test Method (Standard No. ISO 4545-1:2023).
33. Microstructure and properties of lightweight Al0.2CrNbTiV refractory high entropy alloy coating with different dilutions deposited by high speed laser cladding10.1016/j.surfcoat.2022.128873 ↗
34. Component mixing, fluid flow and cooling rate in laser cladding of Fe-Cr-based alloys on 45 steel10.1016/j.ijleo.2022.170318 ↗
35. Instruments, F.P. (2025, May 27). Emissivity—Metals. Available online: https://www.flukeprocessinstruments.com/en-us/service-and-support/knowledge-center/infrared-technology.
36. Hybrid multi-objective optimization based on response surface methodology for laser-cladding repair and remanufacturing technology10.1016/j.optlastec.2024.112347 ↗
37. (2023). Geometrical Product Specifications (GPS)—Surface Texture: Profile—Part 2: Terms, Definitions and Surface Texture Parameters (Standard No. ISO 21920-2:2021).