Zhi-Jian Li , Hong-Liang Dai , Yuan Yao , Wei-Feng Luo , Peng Xiao
{"title":"金属粉末床熔合过程中柱向等轴过渡的半解析模型","authors":"Zhi-Jian Li , Hong-Liang Dai , Yuan Yao , Wei-Feng Luo , Peng Xiao","doi":"10.1016/j.apm.2024.115900","DOIUrl":null,"url":null,"abstract":"<div><div>Columnar-to-equiaxed transition (CET) is crucial to the microstructure design and mechanical performance optimization of metallic parts via powder bed fusion (PBF). It is essential to effectively understand the CET behavior under various process conditions. However, the straightforward relation between process parameters, porosity, and CET of PBF-built alloys remains unclear. To address this, this paper develops an integrated semi-analytical modeling framework to efficiently characterize the CET behavior of multicomponent alloys under various process settings. The thermal behavior of multicomponent alloys during PBF is first predicted based on the differential quadrature method combined with the rule of the mixture. Subsequently, the thermal-induced porosity, element diffusion, rapid solidification, undercooling, and nucleation distributions are comprehensively formulated to analytically capture the CET in PBF-built multicomponent alloys. The predicted model is validated by the comparisons with the reported CET behaviors of five typical multicomponent alloys during PBF. Additionally, the crucial process parameters on the thermal-induced CET during metal PBF are demonstrated, including the energy density, preheating temperature, heat source dimension, part dimension, and compositional content. The results show that the ratio of process-related thermal gradient and solidification velocity plays a dominant role in the CET during metal PBF. When higher energy density or lower preheating temperature is used, the growth of equiaxed grains is significantly suppressed during solidification. In contrast, due to the reduction in thermal gradient, the growth of equiaxed grains is promoted with the increasing length-to-thickness ratio of as-built parts and heat source dimensions. In addition, the addition of ceramic particles can promote CET in the consolidation process of metal PBF. The findings can serve as a guideline for the design and printing of multicomponent alloys with desired mechanical properties.</div></div>","PeriodicalId":50980,"journal":{"name":"Applied Mathematical Modelling","volume":"140 ","pages":"Article 115900"},"PeriodicalIF":4.4000,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Semi-analytical modeling columnar-to-equiaxed transition during metal powder bed fusion\",\"authors\":\"Zhi-Jian Li , Hong-Liang Dai , Yuan Yao , Wei-Feng Luo , Peng Xiao\",\"doi\":\"10.1016/j.apm.2024.115900\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Columnar-to-equiaxed transition (CET) is crucial to the microstructure design and mechanical performance optimization of metallic parts via powder bed fusion (PBF). It is essential to effectively understand the CET behavior under various process conditions. However, the straightforward relation between process parameters, porosity, and CET of PBF-built alloys remains unclear. To address this, this paper develops an integrated semi-analytical modeling framework to efficiently characterize the CET behavior of multicomponent alloys under various process settings. The thermal behavior of multicomponent alloys during PBF is first predicted based on the differential quadrature method combined with the rule of the mixture. Subsequently, the thermal-induced porosity, element diffusion, rapid solidification, undercooling, and nucleation distributions are comprehensively formulated to analytically capture the CET in PBF-built multicomponent alloys. The predicted model is validated by the comparisons with the reported CET behaviors of five typical multicomponent alloys during PBF. Additionally, the crucial process parameters on the thermal-induced CET during metal PBF are demonstrated, including the energy density, preheating temperature, heat source dimension, part dimension, and compositional content. The results show that the ratio of process-related thermal gradient and solidification velocity plays a dominant role in the CET during metal PBF. When higher energy density or lower preheating temperature is used, the growth of equiaxed grains is significantly suppressed during solidification. In contrast, due to the reduction in thermal gradient, the growth of equiaxed grains is promoted with the increasing length-to-thickness ratio of as-built parts and heat source dimensions. In addition, the addition of ceramic particles can promote CET in the consolidation process of metal PBF. The findings can serve as a guideline for the design and printing of multicomponent alloys with desired mechanical properties.</div></div>\",\"PeriodicalId\":50980,\"journal\":{\"name\":\"Applied Mathematical Modelling\",\"volume\":\"140 \",\"pages\":\"Article 115900\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2024-12-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Mathematical Modelling\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0307904X2400653X\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Mathematical Modelling","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0307904X2400653X","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
Semi-analytical modeling columnar-to-equiaxed transition during metal powder bed fusion
Columnar-to-equiaxed transition (CET) is crucial to the microstructure design and mechanical performance optimization of metallic parts via powder bed fusion (PBF). It is essential to effectively understand the CET behavior under various process conditions. However, the straightforward relation between process parameters, porosity, and CET of PBF-built alloys remains unclear. To address this, this paper develops an integrated semi-analytical modeling framework to efficiently characterize the CET behavior of multicomponent alloys under various process settings. The thermal behavior of multicomponent alloys during PBF is first predicted based on the differential quadrature method combined with the rule of the mixture. Subsequently, the thermal-induced porosity, element diffusion, rapid solidification, undercooling, and nucleation distributions are comprehensively formulated to analytically capture the CET in PBF-built multicomponent alloys. The predicted model is validated by the comparisons with the reported CET behaviors of five typical multicomponent alloys during PBF. Additionally, the crucial process parameters on the thermal-induced CET during metal PBF are demonstrated, including the energy density, preheating temperature, heat source dimension, part dimension, and compositional content. The results show that the ratio of process-related thermal gradient and solidification velocity plays a dominant role in the CET during metal PBF. When higher energy density or lower preheating temperature is used, the growth of equiaxed grains is significantly suppressed during solidification. In contrast, due to the reduction in thermal gradient, the growth of equiaxed grains is promoted with the increasing length-to-thickness ratio of as-built parts and heat source dimensions. In addition, the addition of ceramic particles can promote CET in the consolidation process of metal PBF. The findings can serve as a guideline for the design and printing of multicomponent alloys with desired mechanical properties.
期刊介绍:
Applied Mathematical Modelling focuses on research related to the mathematical modelling of engineering and environmental processes, manufacturing, and industrial systems. A significant emerging area of research activity involves multiphysics processes, and contributions in this area are particularly encouraged.
This influential publication covers a wide spectrum of subjects including heat transfer, fluid mechanics, CFD, and transport phenomena; solid mechanics and mechanics of metals; electromagnets and MHD; reliability modelling and system optimization; finite volume, finite element, and boundary element procedures; modelling of inventory, industrial, manufacturing and logistics systems for viable decision making; civil engineering systems and structures; mineral and energy resources; relevant software engineering issues associated with CAD and CAE; and materials and metallurgical engineering.
Applied Mathematical Modelling is primarily interested in papers developing increased insights into real-world problems through novel mathematical modelling, novel applications or a combination of these. Papers employing existing numerical techniques must demonstrate sufficient novelty in the solution of practical problems. Papers on fuzzy logic in decision-making or purely financial mathematics are normally not considered. Research on fractional differential equations, bifurcation, and numerical methods needs to include practical examples. Population dynamics must solve realistic scenarios. Papers in the area of logistics and business modelling should demonstrate meaningful managerial insight. Submissions with no real-world application will not be considered.