{"title":"Formation mechanisms and control strategies of geometric errors induced by edge bumping during laser powder bed fusion","authors":"Haolin Liu, Huiliang Wei, Qingyuan Yin, Jiashun Yue, Tingting Liu, Wenhe Liao","doi":"10.1016/j.addma.2025.104970","DOIUrl":null,"url":null,"abstract":"<div><div>Edge bumping, a typical abnormal surface feature during the laser powder bed fusion (LPBF) process, can significantly affect the geometric accuracy of the final product. In a representative case, edge bumping induced severe geometric errors in lattice structures, including both strut necking and out-of-tolerance deviations. Despite the critical influences, the formation mechanisms and control strategies of edge bumping remain unclear. This study comprehensively investigated the characteristics of edge bumping for both standard octagonal specimens and general samples (such as topological features and overhang structures) with various geometries and dimensions, utilizing in-situ monitoring, ex-situ characterization and numerical modelling approaches. The results showed that edge bumping manifested as edge protrusions on the part top surface, exacerbated by higher laser power, slower scanning speeds, and increased laser rotations at edges. The formation mechanisms of edge bumping were revealed for the first time in this work, which comprised spatter knockdown by the laser, extra powder entrainment into the molten pool, and molten material flow and solidification at the rear of the molten pool. To mitigate the geometric errors, control strategies of edge bumping considering LPBF energy densities and inter-track cooling intervals were developed. Efficient suppressions were achieved, with edge bumping height reduced to 0.04 mm for the standard octagonal specimens, and the dimensional accuracy of lattice structures increased significantly from 68.0 % to over 96.9 %. The novel findings provide valuable insights for understanding the complexity of the transient processes, and improving the LPBF quality of engineering structures.</div></div>","PeriodicalId":7172,"journal":{"name":"Additive manufacturing","volume":"111 ","pages":"Article 104970"},"PeriodicalIF":11.1000,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Additive manufacturing","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214860425003343","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 0
Abstract
Edge bumping, a typical abnormal surface feature during the laser powder bed fusion (LPBF) process, can significantly affect the geometric accuracy of the final product. In a representative case, edge bumping induced severe geometric errors in lattice structures, including both strut necking and out-of-tolerance deviations. Despite the critical influences, the formation mechanisms and control strategies of edge bumping remain unclear. This study comprehensively investigated the characteristics of edge bumping for both standard octagonal specimens and general samples (such as topological features and overhang structures) with various geometries and dimensions, utilizing in-situ monitoring, ex-situ characterization and numerical modelling approaches. The results showed that edge bumping manifested as edge protrusions on the part top surface, exacerbated by higher laser power, slower scanning speeds, and increased laser rotations at edges. The formation mechanisms of edge bumping were revealed for the first time in this work, which comprised spatter knockdown by the laser, extra powder entrainment into the molten pool, and molten material flow and solidification at the rear of the molten pool. To mitigate the geometric errors, control strategies of edge bumping considering LPBF energy densities and inter-track cooling intervals were developed. Efficient suppressions were achieved, with edge bumping height reduced to 0.04 mm for the standard octagonal specimens, and the dimensional accuracy of lattice structures increased significantly from 68.0 % to over 96.9 %. The novel findings provide valuable insights for understanding the complexity of the transient processes, and improving the LPBF quality of engineering structures.
期刊介绍:
Additive Manufacturing stands as a peer-reviewed journal dedicated to delivering high-quality research papers and reviews in the field of additive manufacturing, serving both academia and industry leaders. The journal's objective is to recognize the innovative essence of additive manufacturing and its diverse applications, providing a comprehensive overview of current developments and future prospects.
The transformative potential of additive manufacturing technologies in product design and manufacturing is poised to disrupt traditional approaches. In response to this paradigm shift, a distinctive and comprehensive publication outlet was essential. Additive Manufacturing fulfills this need, offering a platform for engineers, materials scientists, and practitioners across academia and various industries to document and share innovations in these evolving technologies.