Effect of metal additive manufacturing surface roughness on laminar flows
Source abstract
Abstract
Purpose Surface roughness inherent to additive manufacturing (AM) is frequently overlooked in the design of components for thermal management and fluid transport, particularly under laminar flow conditions where its effects are often assumed negligible. This study aims to systematically evaluate the impact of different AM roughness scales on flow resistance in such applications. Design/methodology/approach The roughness of side-skin surfaces produced by laser-based powder bed fusion of metals (PBF-LB/M) is decomposed into three components: a base profile with dominant sinusoidal or smoother features from inter-layer meltpool stitching; small-scale roughness caused by partially melted or adhered powder particles; and large-scale random roughness due to process instabilities such as spatter. Laminar flow simulations are performed in circular channels generated from both analytical sinusoidal profiles and profilometry scans of vertically printed AlSi10Mg samples, enabling isolation and quantification of each roughness component’s contribution to flow resistance. Findings Results show that spatter-induced large-scale roughness is the primary contributor to drag, accounting for nearly two-thirds of the total pressure loss in AM channels. Powder–scale roughness is responsible for more than half of the remaining pressure loss, while the base profile contributes the least. These findings provide quantitative insight into the role of each roughness scale in AM-fabricated components. Originality/value This work provides the first systematic decomposition and quantification of multi-scale AM roughness effects on laminar flow resistance, supporting targeted roughness mitigation strategies to enhance the hydraulic performance of AM components.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Additive Manufacturing Materials and Processes · Heat and Mass Transfer in Porous Media · Plasma and Flow Control in Aerodynamics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
University of Waterloo Department of Mechanical and Mechatronics Engineering, , Waterloo,
Funding
Federal Economic Development Agency for Southern Ontario (FedDev Ontario) under the Waterloo Institute for Sustainable Aeronautics · FedDev Ontario grant
References (65)
Show source-provided references
1. Flow in additively manufactured super-rough channels10.1017/flo.2022.13 ↗
2. Effect of post-processing techniques on the surface roughness of laser powder bed fusion processed AlSi12 alloy10.1016/j ↗
3. In situ characterisation of surface roughness and its amplification during multilayer single-track laser powder bed fusion additive manufacturing10.1016/j.addma.2023.103809 ↗
4. Effects of low uniform relative roughness on Single-Phase friction factors in microchannels and minichannels10.1115/ICNMM2007-30031 ↗
5. Direct numerical simulation of turbulent flow over a rough surface based on a surface scan10.1016/j.compfluid.2015.04.008 ↗
6. Experimental study on heat transfer enhancement of 3D-Printed mini tubes under three different flow directions10.1080/01457632.2024.2384160 ↗
7. Choudhari · 2009 · 10
8. Effect of surface roughness on liquid friction and transition characteristics in micro- and mini-channels10.1016/j.applthermaleng.2014.03.028 ↗
9. Direct numerical simulation of turbulent flow in pipes with realistic large roughness at the wall10.1017/jfm.2023.728 ↗
10. The effect of high values of relative surface roughness on heat transfer and pressure drop characteristics in the laminar, transitional, quasi- turbulent and turbulent flow regimes10.1007/s00231-024-03472-1 ↗
11. The effects of surface roughness on fully developed laminar and transitional flow friction factors and heat transfer coefficients in horizontal circular tubes10.1016/j.ijheatmasstransfer.2022.122724 ↗
12. Additive manufacturing for thermal management applications: from experimental results to numerical modeling10.1016/j.ijft.2021.100091 ↗
13. Experimental and numerical analyses of fluid flow inside additively manufactured and smoothed cooling channels10.1016/j.icheatmasstransfer.2022.106128 ↗
14. Influence of scale effect on surface morphology in laser powder bed fusion technology10.1080/17452759.2024.2336157 ↗
15. Characterization of laser powder bed fusion surfaces for heat transfer applications10.1016/j.cirp.2021.04.032 ↗
16. Experimental investigation of additively manufactured high-temperature heat exchangers10.1016/j.ijheatmasstransfer.2023.124774 ↗
17. Large eddy simulations of fully developed turbulent flows over additively manufactured rough surfaces10.1063/5.0143863 ↗
18. Heat transfer enhancement with additively manufactured rough surfaces: insights from large-eddy simulations10.1063/5.0189115 ↗
19. Scrutinizing lattice Boltzmann methods for direct numerical simulations of turbulent channel flows10.1016/j.compfluid.2017.07.005 ↗
20. Gmsh: a 3-D finite element mesh generator with built-in pre- and post-processing facilities10.1002/nme.2579 ↗
21. Flow in a scaled turbine coolant channel with roughness due to additive manufacturing10.1115/GT2019-90931 ↗
22. Experimental investigation on friction factor in pipes with large rough-ness10.1016/j.expthermflusci.2013.06.002 ↗
23. Turbulent flow over rough walls10.1146/annurev.fluid.36.050802.122103 ↗
24. CFD of roughness effects on laminar heat transfer applied to additive manufactured minichannels10.1007/s00231-022-03268-1 ↗
25. Roughness effects at microscale – reassessing Nikuradse’s experiments on liquid flow in rough tubes
26. Effect of surface roughness on heat transfer and fluid flow characteristics at low Reynolds numbers in small diameter tubes10.1080/01457630304069 ↗
27. Laser powder-bed fusion additive manufacturing: physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones10.1016/j.actamat.2016.02.014 ↗
28. Heat transfer and pressure loss measurements in additively manufactured wavy microchannels10.1115/1.4034342 ↗
29. OpenLB—open source lattice Boltzmann code10.1016/j.camwa.2020.04.033 ↗
30. Direct numerical simulation of turbulent heat transfer on the Reynolds analogy over irregular rough surfaces10.1016/j.ijheatfluidflow.2021.108859 ↗
31. Direct numerical simulation of turbulence over systematically varied irregular rough surfaces10.1017/jfm.2018.953 ↗
32. Direct numerical simulation on the effects of surface slope and skewness on rough-wall turbulence10.1063/5.0024038 ↗
33. Wall-modeled large eddy simulation of turbulent heat transfer by the lattice Boltzmann method10.1016/j.jcp.2021.110186 ↗
34. Heat transfer enhancement characteristics of sinusoidal corrugated tubes fabricated via laser powder bed fusion10.1016/j.csite.2024.104722 ↗
35. Effect of post-processing methods on the surface quality of Ti6Al4V fabricated by laser powder bed fusion10.3389/fmats.2023.1126749 ↗
36. Lwanger/wrap image, original-date: 2016-02-16T18:36:29Z
37. Flow in a simulated turbine blade cooling channel with spatially varying roughness caused by additive manufacturing orientation10.1115/1.4050389 ↗
38. CFD and experimental investigation of AM surfaces with different build orientations10.1088/2051-672X/ace53e ↗
39. Turbulent boundary-layer flow over regular multiscale roughness10.1017/jfm.2021.228 ↗
40. Texture of inclined up-facing surfaces in laser powder bed fusion of metals10.1016/j.addma.2021.101970 ↗
41. Roughness-resolved large-eddy simulation of additive manufacturing- like channel flows10.1115/1.4062245 ↗
42. Nikuradse · 1950
43. Towards understanding side-skin sur- face characteristics in laser powder bed fusion10.1557/jmr.2020.125 ↗
44. Influence of contour scans on surface roughness and pore formation using scalmalloy® manufactured by laser powder bed fusion (PBF-LB)10.1002/mawe.202000287 ↗
45. Thermal–hydraulic performance of additively manufactured crossflow minichannel heat exchangers10.1016/j.applthermaleng.2025.126543 ↗
46. Effect of powder particle size distribution on the surface finish of components manufactured by laser powder bed fusion10.1007/s00170-022-10423-9 ↗
47. Understanding laser powder bed fusion surface roughness10.1115/1.4046504 ↗
48. Build direction effects on microchannel tolerance and surface roughness10.1115/1.4031071 ↗
49. Effect of post-processing treatments on surface roughness and mechanical properties of laser powder bed fusion of Ti–6Al–4V10.1016/j.jmrt.2024.08.197 ↗
50. Roughness effects on flow and heat transfer for additively manufactured channels10.1115/1.4032167 ↗
51. Influence of post-processing techniques on the microstructure, properties and surface integrity of Al Si Mg alloy processed by laser powder bed fusion technique10.1016/j.surfcoat.2021.127679 ↗
52. Simulation of surface roughness evolution of additively manufactured material fabricated by laser powder bed fusion and post-processed by burnishing10.1016/j.jmapro.2022.09.045 ↗
53. The MathWorks, Inc · 2023
54. Laser powder bed fusion of additive manufacturing technology10.1007/978-981-99-5513-8 ↗
55. A tensorial approach to computational continuum mechanics using object-oriented techniques10.1063/1.168744 ↗
56. Roughness related to cooling performance of channels made through additive manufacturing10.1115/1.4064310 ↗
57. Evaluation of additively manufactured heat exchanger tubes using experimental and conjugate heat transfer analysis10.1115/GT2023-104056 ↗
58. Outer-layer similarity in the presence of a practical rough-wall topography10.1063/1.2741256 ↗
59. Effects of post-processing on the surface finish, porosity, residual stresses, and fatigue performance of additive manufactured metals: a review10.1007/s11665-021-06021-7 ↗
60. Types of spatter and their features and formation mechanisms in laser powder bed fusion additive manufacturing process10.1016/j.addma.2020.101438 ↗
61. An analysis framework of additively manufactured deterministic porous structures for transpiration cooling10.1007/s11665-023-08481-5 ↗
62. Real-time monitoring of laser powder bed fusion process using high-speed X-ray imaging and diffraction10.1038/s41598-017-03761-2 ↗
63. A new friction factor calculation model and design approach of flow channels based on additive manufacturing10.1115/FPMC2020-2723 ↗
64. Ayachit · 2015 · 978-1-930934-30-6
65. Momentum transfer of a Boltzmann-lattice fluid with boundaries10.1063/1.1399290 ↗