{"title":"激光粉末床熔合对GH4169薄壁零件微观结构变化的洞察:耦合有限元/细胞自动机研究","authors":"Peng-Hang Ling \n (, ), Wu-Gui Jiang \n (, ), Zhan-Cai Zhan \n (, ), Tao Chen \n (, ), Qing-Hua Qin \n (, ), Long-Hui Mao \n (, )","doi":"10.1007/s10409-025-24808-x","DOIUrl":null,"url":null,"abstract":"<div><p>The complex characteristics of thin-walled parts fabricated by laser powder bed fusion (LPBF), particularly the dependence of their microstructures on wall thickness and scanning strategies, pose significant challenges for this technology. This paper presents a predictive model for microstructural evolution of LPBF-fabricated thin-walled components, integrating three-dimensional cellular automaton (CA) with finite element (FE) analysis. The FE method is employed to solve the temperature field of thin-walled components during LPBF, and the resulting temperature history is used to predict microstructural evolution in the CA model. Experimental validation via electron back scatter diffraction (EBSD) on a 4 mm-thick specimen confirms a high degree of agreement between model predictions and experimental results. The study reveals that when the thickness of samples prepared by LPBF is reduced from 4 mm to 0.4 mm, there is a significant coarsening of grain size. Additionally, grains at the bottom are observed to be coarser compared to those at the top, which is attributed to epitaxial growth and remelting. Furthermore, the study explores microstructural changes induced by manipulating laser power and scanning speed, while maintaining constant energy density. The findings indicate that grain morphology and size remain consistent across varying parameters, emphasizing the dominant influence of energy density. Within a predefined scanning strategy, an upsurge in laser energy density leads to an enlargement of the average grain size. Notably, the implementation of a cross-scanning strategy alters the melt pool orientation, disrupting the directional grain growth and fostering the formation of finer grains. This underscores the crucial significance of processing techniques in LPBF.</p></div>","PeriodicalId":7109,"journal":{"name":"Acta Mechanica Sinica","volume":"42 7","pages":""},"PeriodicalIF":4.6000,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Insights into microstructural variations in GH4169 thin-walled parts by laser powder bed fusion: a coupling finite-element/cellular-automaton study\",\"authors\":\"Peng-Hang Ling \\n (, ), Wu-Gui Jiang \\n (, ), Zhan-Cai Zhan \\n (, ), Tao Chen \\n (, ), Qing-Hua Qin \\n (, ), Long-Hui Mao \\n (, )\",\"doi\":\"10.1007/s10409-025-24808-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The complex characteristics of thin-walled parts fabricated by laser powder bed fusion (LPBF), particularly the dependence of their microstructures on wall thickness and scanning strategies, pose significant challenges for this technology. This paper presents a predictive model for microstructural evolution of LPBF-fabricated thin-walled components, integrating three-dimensional cellular automaton (CA) with finite element (FE) analysis. The FE method is employed to solve the temperature field of thin-walled components during LPBF, and the resulting temperature history is used to predict microstructural evolution in the CA model. Experimental validation via electron back scatter diffraction (EBSD) on a 4 mm-thick specimen confirms a high degree of agreement between model predictions and experimental results. The study reveals that when the thickness of samples prepared by LPBF is reduced from 4 mm to 0.4 mm, there is a significant coarsening of grain size. Additionally, grains at the bottom are observed to be coarser compared to those at the top, which is attributed to epitaxial growth and remelting. Furthermore, the study explores microstructural changes induced by manipulating laser power and scanning speed, while maintaining constant energy density. The findings indicate that grain morphology and size remain consistent across varying parameters, emphasizing the dominant influence of energy density. Within a predefined scanning strategy, an upsurge in laser energy density leads to an enlargement of the average grain size. Notably, the implementation of a cross-scanning strategy alters the melt pool orientation, disrupting the directional grain growth and fostering the formation of finer grains. This underscores the crucial significance of processing techniques in LPBF.</p></div>\",\"PeriodicalId\":7109,\"journal\":{\"name\":\"Acta Mechanica Sinica\",\"volume\":\"42 7\",\"pages\":\"\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Acta Mechanica Sinica\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10409-025-24808-x\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MECHANICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Mechanica Sinica","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s10409-025-24808-x","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
Insights into microstructural variations in GH4169 thin-walled parts by laser powder bed fusion: a coupling finite-element/cellular-automaton study
The complex characteristics of thin-walled parts fabricated by laser powder bed fusion (LPBF), particularly the dependence of their microstructures on wall thickness and scanning strategies, pose significant challenges for this technology. This paper presents a predictive model for microstructural evolution of LPBF-fabricated thin-walled components, integrating three-dimensional cellular automaton (CA) with finite element (FE) analysis. The FE method is employed to solve the temperature field of thin-walled components during LPBF, and the resulting temperature history is used to predict microstructural evolution in the CA model. Experimental validation via electron back scatter diffraction (EBSD) on a 4 mm-thick specimen confirms a high degree of agreement between model predictions and experimental results. The study reveals that when the thickness of samples prepared by LPBF is reduced from 4 mm to 0.4 mm, there is a significant coarsening of grain size. Additionally, grains at the bottom are observed to be coarser compared to those at the top, which is attributed to epitaxial growth and remelting. Furthermore, the study explores microstructural changes induced by manipulating laser power and scanning speed, while maintaining constant energy density. The findings indicate that grain morphology and size remain consistent across varying parameters, emphasizing the dominant influence of energy density. Within a predefined scanning strategy, an upsurge in laser energy density leads to an enlargement of the average grain size. Notably, the implementation of a cross-scanning strategy alters the melt pool orientation, disrupting the directional grain growth and fostering the formation of finer grains. This underscores the crucial significance of processing techniques in LPBF.
期刊介绍:
Acta Mechanica Sinica, sponsored by the Chinese Society of Theoretical and Applied Mechanics, promotes scientific exchanges and collaboration among Chinese scientists in China and abroad. It features high quality, original papers in all aspects of mechanics and mechanical sciences.
Not only does the journal explore the classical subdivisions of theoretical and applied mechanics such as solid and fluid mechanics, it also explores recently emerging areas such as biomechanics and nanomechanics. In addition, the journal investigates analytical, computational, and experimental progresses in all areas of mechanics. Lastly, it encourages research in interdisciplinary subjects, serving as a bridge between mechanics and other branches of engineering and the sciences.
In addition to research papers, Acta Mechanica Sinica publishes reviews, notes, experimental techniques, scientific events, and other special topics of interest.
Related subjects » Classical Continuum Physics - Computational Intelligence and Complexity - Mechanics