AccScience Publishing / ESAM / Online First / DOI: 10.36922/ESAM025340022
ORIGINAL RESEARCH ARTICLE

Dimensional accuracy and surface roughness of thin-wall geometries in laser powder bed fusion of 316L stainless steel

Tianyu Zhang1 Lang Yuan1*
Show Less
1 Department of Mechanical Engineering, Molinaroli College of Engineering and Computing, University of South Carolina, Columbia, South Carolina, United States of America
ESAM 2025, 1(3), 025340022 https://doi.org/10.36922/ESAM025340022
Received: 19 August 2025 | Revised: 27 August 2025 | Accepted: 28 August 2025 | Published online: 10 September 2025
© 2025 by the Author(s). This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution 4.0 International License ( https://creativecommons.org/licenses/by/4.0/ )
Abstract

Thin-wall geometries produced by laser powder bed fusion combine high manufacturing efficiency, design flexibility, and cost-effectiveness for specialized applications. In such features, surface quality directly impacts dimensional accuracy and functional performance. This study investigates the effects of laser power, scan path, build orientation, and nominal gap distance on the top- and vertical-surface roughness, surface features, and dimensional error (DE) of 316L stainless steel thin walls. Optical microscopy was employed to characterize melt pool morphology and surface characteristics. Increasing laser power enlarges melt pools, promotes lateral migration, and induces dross formation on vertical surfaces, raising roughness and DE. Incorporating a contour scan with an inward offset reduces the scanned area, limits melt pool migration, and improves dimensional accuracy. Print orientation has a negligible influence on DE under the tested conditions, while small gaps may close entirely at high power due to large melt pools and migration. Compared to cubes fabricated with identical parameters, thin walls exhibit rougher top surfaces at high power, attributed to reduced track overlap, limited wetting from previous layers, and powder redistribution near vertical edges, whereas vertical-surface behavior remains similar. These findings provide practical guidelines for optimizing dimensional accuracy and surface quality in thin walls through coordinated control of process parameters and geometry.

Graphical abstract
Keywords
Additive manufacturing
Thin-wall structures
Surface roughness
Dimensional accuracy
Melt pool migration
Funding
The authors would like to acknowledge the support from the National Science Foundation under grant number 2029425, the U.S. Department of Commerce, the National Institute of Standards and Technology under grant number 70NANB23H030, and the U.S. Department of Energy, Savannah River National Laboratory under contract no. 89303321CEM000080.
Conflict of interest
Lang Yuan is an Editorial Board Member of this journal but was not in any way involved in the editorial and peer-review process conducted for this paper, directly or indirectly. Separately, the other author declared that he/she has no known competing financial interests or personal relationships that could have influenced the work reported in this paper.
References
  1. Yakout M, Cadamuro A, Elbestawi MA, Veldhuis SC. The selection of process parameters in additive manufacturing for aerospace alloys. Int J Adv Manuf Technol. 2017; 92(5-8):2081-2098. doi: 10.1007/s00170-017-0280-7

 

  1. Jing G, Wang Z. Defects, densification mechanism and mechanical properties of 300M steel deposited by high power selective laser melting. Addit Manuf. 2021;38:101831. doi: 10.1016/j.addma.2020.101831

 

  1. Gu DD, Meiners W, Wissenbach K, Poprawe R. Laser additive manufacturing of metallic components: Materials, processes and mechanisms. Int Mater Rev. 2012;57(3):133-164. doi: 10.1179/1743280411Y.0000000014

 

  1. DebRoy T, Wei HL, Zuback JS, et al. Additive manufacturing of metallic components - Process, structure and properties. Prog Mater Sci. 2018;92:112-224. doi: 10.1016/j.pmatsci.2017.10.001

 

  1. Rastan H, Abdi A, Hamawandi B, Ignatowicz M, Meyer JP, Palm B. Heat transfer study of enhanced additively manufactured minichannel heat exchangers. Int J Heat Mass Transf. 2020;161:120271. doi: 10.1016/j.ijheatmasstransfer.2020.120271

 

  1. Tian B, Chang W, Santi E, Li C, Zhang T, Yuan L. Two- Phase Milli/Microchannel Cooling for SiC Power Module Using Dielectric Fluid Coolant. In: 2021 IEEE Electric Ship Technologies Symposium, ESTS 2021. 2021. doi: 10.1109/ESTS49166.2021.9512324

 

  1. Chakraborty A, Tangestani R, Esmati K, Sabiston T, Yuan L, Martin É. Mitigating inherent micro-cracking in laser additively manufactured RENÉ 108 thin-wall components. Thin Walled Struct. 2023;184:110514. doi: 10.1016/J.TWS.2022.110514

 

  1. Kaur I, Singh P. State-of-the-art in heat exchanger additive manufacturing. Int J Heat Mass Transf. 2021;178:121600. doi: 10.1016/J.IJHEATMASSTRANSFER.2021.121600

 

  1. Wu Z, Narra SP, Rollett A. Exploring the fabrication limits of thin-wall structures in a laser powder bed fusion process. Int J Adv Manuf Technol. 2020;110(1-2):191-207. doi: 10.1007/s00170-020-05827-4

 

  1. Mehrabi O, Seyedkashi SMH, Moradi M. Functionally graded additive manufacturing of thin-walled 316L stainless steel-inconel 625 by direct laser metal deposition process: Characterization and evaluation. Metals (Basel). 2023;13(6):1108. doi: 10.3390/met13061108

 

  1. Feng Z, Wang G, Hao Z, et al. Influence of scale effect on surface morphology in laser powder bed fusion technology. Virtual Phys Prototyp. 2024;19(1):e2336157. doi: 10.1080/17452759.2024.2336157

 

  1. Poncelet O, Marteleur M, van der Rest C, et al. Critical assessment of the impact of process parameters on vertical roughness and hardness of thin walls of AlSi10Mg processed by laser powder bed fusion. Addit Manuf. 2021;38:101801. doi: 10.1016/J.ADDMA.2020.101801

 

  1. Thompson SM, Aspin ZS, Shamsaei N, Elwany A, Bian L. Additive manufacturing of heat exchangers: A case study on a multi-layered Ti-6Al-4V oscillating heat pipe. Addit Manuf. 2015;8:163-174. doi: 10.1016/j.addma.2015.09.003

 

  1. Zhang Z, Huang Y, Rani Kasinathan A, et al. 3-Dimensional heat transfer modeling for laser powder-bed fusion additive manufacturing with volumetric heat sources based on varied thermal conductivity and absorptivity. Opt Laser Technol. 2019;109:297-312. doi: 10.1016/j.optlastec.2018.08.012

 

  1. Lee J, Hussain A, Ha J, et al. Mechanical properties of Ti-6Al-4V thin walls fabricated by laser powder bed fusion. Addit Manuf. 2024;94:104484. doi: 10.1016/J.ADDMA.2024.104484

 

  1. Zhang J, Wang H. Magnetically driven internal finishing of AISI 316L stainless steel tubes generated by laser powder bed fusion. J Manuf Process. 2022;76:155-166. doi: 10.1016/j.jmapro.2022.02.009

 

  1. Favero G, Berti G, Bonesso M, et al. Experimental and numerical analyses of fluid flow inside additively manufactured and smoothed cooling channels. Int Commun Heat Mass Transfer. 2022;135:106128. doi: 10.1016/J.ICHEATMASSTRANSFER.2022.106128

 

  1. Cao L, Li J, Hu J, Liu H, Wu Y, Zhou Q. Optimization of surface roughness and dimensional accuracy in LPBF additive manufacturing. Opt Laser Technol. 2021;142:107246. doi: 10.1016/j.optlastec.2021.107246

 

  1. Wang D, Yang Y, Yi Z, Su X. Research on the fabricating quality optimization of the overhanging surface in SLM process. Int J Adv Manuf Technol. 2013;65(9-12):1471-1484. doi: 10.1007/s00170-012-4271-4

 

  1. Lu Z, Tan MJ, Zhang Y, An J, Chua CK. Impact of machine factors on the surface quality of parts fabricated via powder bed fusion. Eng Sci Addit Manuf. 2025;1(2):025240014. doi: 10.36922/ESAM025240014

 

  1. Feng S, Kamat AM, Sabooni S, Pei Y. Experimental and numerical investigation of the origin of surface roughness in laser powder bed fused overhang regions. Virtual Phys Prototyp. 2021;16(S1):S66-S84. doi: 10.1080/17452759.2021.1896970

 

  1. Zhang T, Yuan L. Interaction of contour and hatch parameters on vertical surface roughness in laser powder bed fusion. J Mater Res Technol. 2024;32:3390-3401. doi: 10.1016/j.jmrt.2024.08.170

 

  1. Klingaa CG, Dahmen T, Baier S, Mohanty S, Hattel JH. X-ray CT and image analysis methodology for local roughness characterization in cooling channels made by metal additive manufacturing. Addit Manuf. 2020;32:101032. doi: 10.1016/j.addma.2019.101032

 

  1. Klingaa CG, Dahmen T, Baier-Stegmaier S, Mohanty S, Hattel JH. Investigation of the roughness variation along the length of LPBF manufactured straight channels. Nondestr Test Eval. 2020;35(3):304-314. doi: 10.1080/10589759.2020.1785445

 

  1. Gockel J, Sheridan L, Koerper B, Whip B. The influence of additive manufacturing processing parameters on surface roughness and fatigue life. Int J Fatigue. 2019;124:380-388. doi: 10.1016/j.ijfatigue.2019.03.025

 

  1. Patel S, Rogalsky A, Vlasea M. Towards understanding side-skin surface characteristics in laser powder bed fusion. J Mater Res. 2020;35(15):2055-2064. doi: 10.1557/jmr.2020.125

 

  1. Mumtaz KA, Hopkinson N. Selective laser melting of thin wall parts using pulse shaping. J Mater Process Technol. 2010;210(2):279-287. doi: 10.1016/j.jmatprotec.2009.09.011

 

  1. Jamshidinia M, Kovacevic R. The influence of heat accumulation on the surface roughness in powder-bed additive manufacturing. Surf Topogr. 2015;3(1):014003. doi: 10.1088/2051-672X/3/1/014003

 

  1. Bhatt A, Huang Y, Leung CLA, et al. In situ characterisation of surface roughness and its amplification during multilayer single-track laser powder bed fusion additive manufacturing. Addit Manuf. 2023;77:103809. doi: 10.1016/j.addma.2023.103809

 

  1. Vu HM, Meiniger S, Ringel B, et al. Investigation on surface characteristics of wall structures out of stainless steel 316L manufactured by laser powder bed fusion. Prog Addit Manuf. 2024;9(6):2041-2060. doi: 10.1007/S40964-023-00559-9/FIGURES/15

 

  1. Zhang Z, Zhang T, Sun C, Karna S, Yuan L. Understanding melt pool behavior of 316L stainless steel in laser powder bed fusion additive manufacturing. Micromachines (Basel). 2024;15(2):170. doi: 10.3390/mi15020170

 

  1. Zhang T, Yuan L. Melt pool characteristics on surface roughness and printability of 316L stainless steel in laser powder bed fusion. Rapid Prototyp J. 2024. doi: 10.1108/RPJ-02-2024-0078

 

  1. Tian Y, Tomus D, Rometsch P, Wu X. Influences of processing parameters on surface roughness of Hastelloy X produced by selective laser melting. Addit Manuf. 2017;13:103-112. doi: 10.1016/j.addma.2016.10.010

 

  1. Charles A, Bayat M, Elkaseer A, Thijs L, Hattel JH, Scholz S. Elucidation of dross formation in laser powder bed fusion at down-facing surfaces: Phenomenon-oriented multiphysics simulation and experimental validation. Addit Manuf. 2022;50:102551. doi: 10.1016/j.addma.2021.102551

 

  1. Charles A, Elkaseer A, Paggi U, Thijs L, Hagenmeyer V, Scholz S. Down-facing surfaces in laser powder bed fusion of Ti6Al4V: Effect of dross formation on dimensional accuracy and surface texture. Addit Manuf. 2021;46:102148. doi: 10.1016/j.addma.2021.102148

 

  1. Wrobel R, Del Guidice L, Scheel P, et al. Influence of wall thickness on microstructure and mechanical properties of thin-walled 316L stainless steel produced by laser powder bed fusion. Mater Des. 2024;238:112652. doi: 10.1016/j.matdes.2024.112652

 

  1. Zhang T, Yuan L. Understanding surface roughness on vertical surfaces of 316 L stainless steel in laser powder bed fusion additive manufacturing. Powder Technol. 2022;411:117957. doi: 10.1016/j.powtec.2022.117957

 

  1. Mussatto A, Groarke R, O’Neill A, Obeidi MA, Delaure Y, Brabazon D. Influences of powder morphology and spreading parameters on the powder bed topography uniformity in powder bed fusion metal additive manufacturing. Addit Manuf. 2021;38:101807. doi: 10.1016/j.addma.2020.101807

 

  1. Averardi A, Cola C, Zeltmann SE, Gupta N. Effect of particle size distribution on the packing of powder beds: A critical discussion relevant to additive manufacturing. Mater Today Commun. 2020;24:100964. doi: 10.1016/j.mtcomm.2020.100964

 

  1. Snyder JC, Thole KA. Understanding laser powder bed fusion surface roughness. J Manuf Sci Eng Trans ASME. 2020;142(7):1071003. doi: 10.1115/1.4046504/1074958

 

  1. Leung CLA, Marussi S, Towrie M, Atwood RC, Withers PJ, Lee PD. The effect of powder oxidation on defect formation in laser additive manufacturing. Acta Mater. 2019;166:294-305. doi: 10.1016/j.actamat.2018.12.027
Share
Back to top
Engineering Science in Additive Manufacturing, Electronic ISSN: 3082-849X Published by AccScience Publishing