Rapid Prototyping Journal最新文献_第3页

Predictive modeling for online in-plane shape deviation inspection and compensation of additive manufacturing 用于在线平面形状偏差检测和增材制造补偿的预测模型

IF 3.9 4区工程技术

Rapid Prototyping Journal Pub Date : 2023-12-01 DOI: 10.1108/rpj-03-2023-0076

Hao Wang, Hamzeh Al Shraida, Yu Jin

{"title":"Predictive modeling for online in-plane shape deviation inspection and compensation of additive manufacturing","authors":"Hao Wang, Hamzeh Al Shraida, Yu Jin","doi":"10.1108/rpj-03-2023-0076","DOIUrl":"https://doi.org/10.1108/rpj-03-2023-0076","url":null,"abstract":"\u0000Purpose\u0000Limited geometric accuracy is one of the major challenges that hinder the wider application of additive manufacturing (AM). This paper aims to predict in-plane shape deviation for online inspection and compensation to prevent error accumulation and improve shape fidelity in AM.\u0000\u0000\u0000Design/methodology/approach\u0000A sequence-to-sequence model with an attention mechanism (Seq2Seq+Attention) is proposed and implemented to predict subsequent layers or the occluded toolpath deviations after the multiresolution alignment. A shape compensation plan can be performed for the large deviation predicted.\u0000\u0000\u0000Findings\u0000The proposed Seq2Seq+Attention model is able to provide consistent prediction accuracy. The compensation plan proposed based on the predicted deviation can significantly improve the printing fidelity for those layers detected with large deviations.\u0000\u0000\u0000Practical implications\u0000Based on the experiments conducted on the knee joint samples, the proposed method outperforms the other three machine learning methods for both subsequent layer and occluded toolpath deviation prediction.\u0000\u0000\u0000Originality/value\u0000This work fills a research gap for predicting in-plane deviation not only for subsequent layers but also for occluded paths due to the missing scanning measurements. It is also combined with the multiresolution alignment and change point detection to determine the necessity of a compensation plan with updated G-code.\u0000","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":" 12","pages":""},"PeriodicalIF":3.9,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138611917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

On 3D printed intelligent diaphragmatic hernia sensor 关于 3D 打印智能膈疝传感器

IF 3.9 4区工程技术

Rapid Prototyping Journal Pub Date : 2023-11-29 DOI: 10.1108/rpj-05-2023-0179

Rupinder Singh, Gurwinder Singh, Arun Anand

{"title":"On 3D printed intelligent diaphragmatic hernia sensor","authors":"Rupinder Singh, Gurwinder Singh, Arun Anand","doi":"10.1108/rpj-05-2023-0179","DOIUrl":"https://doi.org/10.1108/rpj-05-2023-0179","url":null,"abstract":"Purpose The purpose of this paper is to design and manufacture an intelligent 3D printed sensor to monitor the re-occurrence of diaphragmatic hernia (DH; after surgery) in bovines as an Internet of Things (IOT)-based solution. Design/methodology/approach The approach used in this study is based on a bibliographic analysis for the re-occurrence of DH in the bovine after surgery. Using SolidWorks and ANSYS, the computer-aided design model of the implant was 3D printed based on literature and discussions on surgical techniques with a veterinarian. To ensure the error-proof design, load test and strain–stress rate analyses with boundary distortion have been carried out for the implant sub-assembly. Findings An innovative IOT-based additive manufacturing solution has been presented for the construction of a mesh-type sensor (for the health monitoring of bovine after surgery). Originality/value An innovative mesh-type sensor has been fabricated by integration of metal and polymer 3D printing (comprising 17–4 precipitate hardened stainless steel and polyvinylidene fluoride-hydroxyapatite-chitosan) without sacrificing strength and specific absorption ratio value.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"69 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2023-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139210460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Fabrication of continuous woven E-glass fiber composite using vat photopolymerization additive manufacturing process 使用大桶光聚合增材制造工艺制造连续编织 E 玻璃纤维复合材料

IF 3.9 4区工程技术

Rapid Prototyping Journal Pub Date : 2023-11-20 DOI: 10.1108/rpj-02-2023-0062

Annada Prasad Moharana, Ratnesh Raj, A. Dixit

{"title":"Fabrication of continuous woven E-glass fiber composite using vat photopolymerization additive manufacturing process","authors":"Annada Prasad Moharana, Ratnesh Raj, A. Dixit","doi":"10.1108/rpj-02-2023-0062","DOIUrl":"https://doi.org/10.1108/rpj-02-2023-0062","url":null,"abstract":"Purpose The industrial application of continuous glass fabric-reinforced polymer composites (GFRPCs) is growing; however, the manufacturing boundedness of complex structures and the high cost of molds restrict their use. This research proposes a three-dimensional (3 D) printing process for GFRPCs that allows low-cost and rapid fabrication of complex composite parts. Design/methodology/approach The composite is manufactured using a digital light processing (DLP) based Vat-photopolymerization (VPP) process. For the composites, suitable resin material and glass fabrics are chosen based on their strength, stiffness, and printability. Jacob's working curve characterizes the curing parameters for adequate adhesion between the matrix and fabrics. The tensile and flexural properties were examined using UTM. The fabric distribution and compactness of the cured resin were analyzed in scanning electron microscopy. Findings The result showed that the object could print at a glass fabric content of 40 volume%. In DLP-based VPP printing technology, the adequate exposure time was found to be 30 seconds for making a GFRPC. The tensile strength and Young's modulus values were increased by 5.54 and 8.81 times, respectively than non-reinforced cured specimens. The flexural strength and modulus were also effectively increased to 2.8 and 3 times more than the neat specimens. In addition, the process is found to help fabricate the functional component. Originality/value The experimental procedure to fabricate GFRPC specimens through DLP-based AM is a spectacular experimental approach.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"20 3","pages":""},"PeriodicalIF":3.9,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139258218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Direct-print thermally responsive 4D textiles by depositing PLA on prestretched fabrics 通过在预拉伸织物上沉积聚乳酸，直接打印热响应 4D 纺织品

IF 3.9 4区工程技术

Rapid Prototyping Journal Pub Date : 2023-11-17 DOI: 10.1108/rpj-04-2023-0125

Jinyu Zhang, Danni Shen, yuxiang Yu, Defu Bao, Chao Li, Jiapei Qin

{"title":"Direct-print thermally responsive 4D textiles by depositing PLA on prestretched fabrics","authors":"Jinyu Zhang, Danni Shen, yuxiang Yu, Defu Bao, Chao Li, Jiapei Qin","doi":"10.1108/rpj-04-2023-0125","DOIUrl":"https://doi.org/10.1108/rpj-04-2023-0125","url":null,"abstract":"Purpose This study aims to develop a four-dimensional (4D) textile composite that self-forms upon thermal stimulation while eliminating thermomechanical programming steps by using fused deposition modeling (FDM) 3D printing technology, and tries to refine the product development path for this composite. Design/methodology/approach Polylactic acid (PLA) printing filaments were deposited on prestretched Lycra-knitted fabric using desktop-level FDM 3D printing technology to construct a three-layer structure of thermally responsive 4D textiles. Subsequently, the effects of different PLA thicknesses and Lycra knit fabric relative elongation on the permanent shape of thermally responsive 4D textiles were studied. Finally, a simulation program was written, and a case in this study demonstrates the usage of thermally responsive 4D textiles and the simulation program to design a wrist support product. Findings The constructed three-layer structure of PLA and Lycra knitted fabric can self-form under thermal stimulation. The material can also achieve reversible transformation between a permanent shape and multiple temporary shapes. Thinner PLA deposition and higher relative elongation of the Lycra-knitted fabric result in the greater curvature of the permanent shape of the thermally responsive 4D textile. The simulation program accurately predicted the permanent form of multiple basic shapes. Originality/value The proposed method enables 4D textiles to directly self-form upon thermal, which helps to improve the manufacturing efficiency of 4D textiles. The thermal responsiveness of the composite also contributes to building an intelligent human–material–environment interaction system.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"9 3-4","pages":""},"PeriodicalIF":3.9,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139263848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Additively manufactured rectangular waveguides for the electromagnetic characterization of materials using the transmission/reflection line method 使用透射/反射线方法对材料进行电磁特性表征的加材制造矩形波导

4区工程技术

Rapid Prototyping Journal Pub Date : 2023-11-10 DOI: 10.1108/rpj-06-2023-0197

Connor Shane Smith, Alanna Julius, Christian Arbeeny, John Davenport Stevens

{"title":"Additively manufactured rectangular waveguides for the electromagnetic characterization of materials using the transmission/reflection line method","authors":"Connor Shane Smith, Alanna Julius, Christian Arbeeny, John Davenport Stevens","doi":"10.1108/rpj-06-2023-0197","DOIUrl":"https://doi.org/10.1108/rpj-06-2023-0197","url":null,"abstract":"Purpose Radio frequency (RF) technology relies on the electromagnetic properties of the materials used, which includes their complex permittivities and loss tangents. To measure these properties, techniques for material characterization such as the transmission/reflection method are used in conjunction with conversion techniques to calculate these values from scattering parameters. Unfortunately, these techniques rely on relatively expensive rectangular waveguide adaptors and components, especially if testing over large frequency ranges. This paper aims to overcome this challenge by developing a more affordable test equipment solution based on additively manufactured waveguide sections. Design/methodology/approach To evaluate the effectiveness of using additively manufactured waveguides to perform electromagnetic characterization with the transmission/reflection method, samples of PLA Tough with varying infill percentages and samples made from several Formlabs photopolymer resins are fabricated and analyzed. Findings Results show that the method yielded permittivity and loss tangent values for the measured materials that generally agree with those found in the literature, supporting its credibility. Originality/value The accessibility of this measurement technique will ideally allow for more electromagnetic material characterization to occur and expand the possible use of additive manufacturing in future RF designs. This work also provides characterization of several Formlabs photopolymer resins, which have not been widely analyzed in the current literature.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"56 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135091614","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Numerical and experimental investigation on the heat transfer and mass transport in LPBF in-situ alloying of Al/Cu alloy Al/Cu合金LPBF原位合金化传热传质的数值与实验研究

4区工程技术

Rapid Prototyping Journal Pub Date : 2023-11-08 DOI: 10.1108/rpj-01-2023-0015

Yang Zhou, Zhong Li, Yuhe Huang, Xiaohan Chen, Xinggang Li, Xiaogang Hu, Qiang Zhu

{"title":"Numerical and experimental investigation on the heat transfer and mass transport in LPBF in-situ alloying of Al/Cu alloy","authors":"Yang Zhou, Zhong Li, Yuhe Huang, Xiaohan Chen, Xinggang Li, Xiaogang Hu, Qiang Zhu","doi":"10.1108/rpj-01-2023-0015","DOIUrl":"https://doi.org/10.1108/rpj-01-2023-0015","url":null,"abstract":"Purpose Laser powder bed fusion (LPBF) in-situ alloying is a recently developed technology that provides a facile approach to optimizing the microstructural and compositional characteristics of the components for high performance goals. However, the complex mass and heat transfer behavior of the molten pool results in an inhomogeneous composition distribution within the samples fabricated by LPBF in-situ alloying. The study aims to investigate the heat and mass transfer behavior of an in-situ alloyed molten pool by developing a three-dimensional transient thermal-flow model that couples the metallurgical behavior of the alloy, thereby revealing the formation mechanism of composition inhomogeneity. Design/methodology/approach A multispecies multiphase computational fluid dynamic model was developed with thermodynamic factors derived from the phase diagram of the selected alloy system. The characteristics of the Al/Cu powder bed in-situ alloying process were investigated as a benchmark. The metallurgical behaviors including powder melting, thermal-flow, element transfer and solidification were investigated. Findings The Peclet number indicates that the mass transfer in the molten pool is dominated by convection. The large variation in material properties and temperature results in the presence of partially melted Cu-powder and pre-solidified particles in the molten pool, which further hinder the convection mixing. The study of simulation and experiment indicates that optimizing the laser energy input is beneficial for element homogenization. The effective time and driving force of the convection stirring can be improved by increasing the volume energy density. Originality/value This study provides an in-depth understanding of the formation mechanism of composition inhomogeneity in alloy fabricated by LPBF in-situ alloying.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":" 64","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135340477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Multimaterial 3D printing of auxetic jounce bumpers for automotive suspensions 汽车悬架减震保险杠的多材料3D打印

4区工程技术

Rapid Prototyping Journal Pub Date : 2023-10-31 DOI: 10.1108/rpj-02-2023-0066

Alberto Giubilini, Paolo Minetola

{"title":"Multimaterial 3D printing of auxetic jounce bumpers for automotive suspensions","authors":"Alberto Giubilini, Paolo Minetola","doi":"10.1108/rpj-02-2023-0066","DOIUrl":"https://doi.org/10.1108/rpj-02-2023-0066","url":null,"abstract":"Purpose The purpose of this study is to evaluate the 3D printability of a multimaterial, fully self-supporting auxetic structure. This will contribute to expanding the application of additive manufacturing (AM) to new products, such as automotive suspensions. Design/methodology/approach An experimental approach for sample fabrication on a multiextruder 3D printer and characterization by compression testing was conducted along with numerical simulations, which were used to support the design of different auxetic configurations for the jounce bumper. Findings The effect of stacking different auxetic cell modules was discussed, and the findings demonstrated that a one-piece printed structure has a better performance than one composed of multiple single modules stacked on top of each other. Research limitations/implications The quality of the 3D printing process affected the performance of the final components and reproducibility of the results. Therefore, researchers are encouraged to further study component fabrication optimization to achieve a more reliable process. Practical implications This research work can help improve the manufacturing and functionality of a critical element of automotive suspension systems, such as the jounce bumper, which can efficiently reduce noise, vibration and harshness by absorbing impact energy. Originality/value In previous research, auxetic structures for the application of jounce bumpers have already been suggested. However, to the best of the authors’ knowledge, in this work, an AM approach was used for the first time to fabricate multimaterial auxetic structures, not only by co-printing a flexible thermoplastic polymer with a stiffer one but also by continuously extruding multilevel structures of auxetic cell modules.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"100 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135927880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Investigation and optimization of hot pressed porcelain dental prostheses production by MSLA application MSLA应用于热压烤瓷义齿生产的研究与优化

4区工程技术

Rapid Prototyping Journal Pub Date : 2023-10-30 DOI: 10.1108/rpj-05-2023-0180

Ana Carla Cordeiro, Gustavo George Verdieri Nuernberg, Lilian Cristina Côcco, Marlon Wesley Machado Cunico

{"title":"Investigation and optimization of hot pressed porcelain dental prostheses production by MSLA application","authors":"Ana Carla Cordeiro, Gustavo George Verdieri Nuernberg, Lilian Cristina Côcco, Marlon Wesley Machado Cunico","doi":"10.1108/rpj-05-2023-0180","DOIUrl":"https://doi.org/10.1108/rpj-05-2023-0180","url":null,"abstract":"Purpose Different technologies may currently be used to produce dental prostheses, such as additive manufacturing and traditional milling. This study aims to evaluate and improve the fabrication process for hot-pressed porcelain dental prostheses and compare the use of masked stereolithography apparatus (MSLA) casting to computer-aided design/computer-aided manufacturing (CAD/CAM) casting. The cost-benefit analysis of producing dental prostheses through various technologies, including additive manufacturing and traditional milling, has not been fully explored. The cost of materials and processes used to produce prostheses varies based on complexity of design and materials used, and long-term effects, such as durability and wear and tear, must be taken into account. Design/methodology/approach Using key elements of part costs and estimation cost models, a multivariable approach was used to evaluate the practicality of the recommended strategy and process improvement. Findings The research found that MSLA casting provides a higher return on investment than CAD/CAM casting, and the optimized production process could be more suitable for the size and annual demand for prostheses. Originality/value Overall, this study highlights the need for a more comprehensive understanding of the cost-benefit analysis of different dental prosthesis production methods and emphasises the importance of evaluating long-term effects on the cost-benefit analysis.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136018904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Method for manufacturing ergonomic bespoke external breast prostheses using low-cost computer-aided technology 利用低成本计算机辅助技术制造符合人体工程学的定制乳房外部假体的方法

4区工程技术

Rapid Prototyping Journal Pub Date : 2023-10-25 DOI: 10.1108/rpj-06-2023-0200

Lucia Regina, José Aguiomar Foggiatto

{"title":"Method for manufacturing ergonomic bespoke external breast prostheses using low-cost computer-aided technology","authors":"Lucia Regina, José Aguiomar Foggiatto","doi":"10.1108/rpj-06-2023-0200","DOIUrl":"https://doi.org/10.1108/rpj-06-2023-0200","url":null,"abstract":"Purpose Breast cancer is the most diagnosed type of cancer in the world, and mastectomies to remove tumors are still common. An external breast prosthesis (EBP) can be used to minimize the asymmetry, due to the ablation. Some governments do not cover costs of that assistive technology, and women end up using socks and fabric pockets filled with seeds, to simulate the volume lost in the surgery. This study aims to offer to those women a decent solution, ergonomic, but still affordable. Design/methodology/approach The authors interviewed 20 mastectomized Brazilian women, listened to their relate and 3D scanned them, to give rise to personalized external lightweight breast prostheses. The authors used free software for computer-aided design and computer-aided manufacturing, and low-cost 3D printers. From the strategy of bespoke products, this study generalized the method, to conceive mass customized prostheses, in a compromise solution that reduces personalization, conserving the best features of design. Findings This study achieved a method to manufacture ergonomic, bespoke external breast prostheses, using low-cost technology. Previous literature made them using expensive scanners, software and printers. Research limitations/implications The authors validated this method during pandemic, which restricted the number of patients the authors could have access to. This impacted authors’ possibility to work on matching the color of the final product and real skin. The authors understood, though, that precision of color, in the final product, is challenging, because of the peculiar aspects of human skin. Originality/value Using the method the authors proposed, personalized external breast prostheses can be manufactured using low-cost resources, democratizing better quality of life for more breast cancer survivors.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135217877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Development of process-structure linkage for Inconel 718 processed by laser powder bed fusion: a numerical modeling approach 激光粉末床熔合Inconel 718工艺结构联动的数值模拟方法研究

4区工程技术

Rapid Prototyping Journal Pub Date : 2023-10-19 DOI: 10.1108/rpj-02-2023-0064

Anuj Kumar, Mukul Shukla

{"title":"Development of process-structure linkage for Inconel 718 processed by laser powder bed fusion: a numerical modeling approach","authors":"Anuj Kumar, Mukul Shukla","doi":"10.1108/rpj-02-2023-0064","DOIUrl":"https://doi.org/10.1108/rpj-02-2023-0064","url":null,"abstract":"Purpose Understanding and tailoring the solidification characteristics and microstructure evolution in as-built parts fabricated by laser powder bed fusion (LPBF) is crucial as they influence the final properties. Experimental approaches to address this issue are time and capital-intensive. This study aims to develop an efficient numerical modeling approach to develop the process–structure (P-S) linkage for LPBF-processed Inconel 718. Design/methodology/approach In this study, a numerical approach based on the finite element method and cellular automata was used to model the multilayer, multitrack LPBF build for predicting the solidification characteristics (thermal gradient G and solidification rate R) and the average grain size. Validations from published experimental studies were also carried out to ensure the reliability of the proposed numerical approach. Furthermore, microstructure simulations were used to develop P-S linkage by evaluating the effects of key LPBF process parameters on G × R, G/R and average grain size. A solidification or G-R map was also developed to comprehend the P-S linkage. Findings It was concluded from the developed G-R map that low laser power and high scan speed will result in a finer microstructure due to an increase in G × R, but due to a decrease in G/R, columnar characteristics are also reduced. Moreover, increasing the layer thickness and decreasing the hatch spacing lowers the G × R, raises the G/R and generates a coarse columnar microstructure. Originality/value The proposed numerical modeling approach was used to parametrically investigate the effect of LPBF parameters on the resulting microstructure. A G-R map was also developed that enables the tailoring of the as-built LPBF microstructure through solidification characteristics by tuning the process parameters.","PeriodicalId":20981,"journal":{"name":"Rapid Prototyping Journal","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135666878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0