Materials & Design最新文献_第2页

In-situ fabrication of Ti-TiCx metal matrix composite by laser powder bed fusion with enhanced elastic modulus and superior ductility

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113499

Gaëtan Bernard , Vaclav Pejchal , Olha Sereda , Roland E. Logé

{"title":"In-situ fabrication of Ti-TiCx metal matrix composite by laser powder bed fusion with enhanced elastic modulus and superior ductility","authors":"Gaëtan Bernard , Vaclav Pejchal , Olha Sereda , Roland E. Logé","doi":"10.1016/j.matdes.2024.113499","DOIUrl":"10.1016/j.matdes.2024.113499","url":null,"abstract":"<div><div>The production of high stiffness Ti-based Metal Matrix Composites (Ti-MMCs) displaying significant ductility is extremely challenging due to the high reinforcement content required. This study outlines the production process of stiffness-driven Ti-TiC MMCs displaying a remarkable ductility. The process consists in powder Mechanical Blending, Laser Powder Bed Fusion (LPBF), and a heat treatment. A TiC fraction of more than 20 vol% was formed in-situ through the reaction of titanium with carbon during the LPBF process. The as-built sub-stoichiometric TiC dendrites are converted in equiaxed TiC grains during the heat treatment. The TiC C/Ti ratio was found to be close to 0.5 in as-built conditions, and 0.7 in heat treated conditions, resulting in an effective reinforcement content nearly twice the one expected for stoichiometric TiC, leading to stronger reinforcement. The mechanical analysis revealed a Young’s modulus of up to 149 GPa and total elongations of up to 2.8 %. The former represents a 27 % improvement compared to commercially pure Titanium and the latter exceeds by 115 % reported values for LPBF Ti-MMCs with similar Young’s modulus. It is enabled by the in-situ formation of defect-free TiC reinforcements during the LPBF process combined with their globularisation through heat treatment.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113499"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Extreme high accuracy prediction and design of Fe-C-Cr-Mn-Si steel using machine learning

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113473

Hao Wu, Jianyuan Zhang, Jintao Zhang, Chengjie Ge, Lu Ren, Xinkun Suo

{"title":"Extreme high accuracy prediction and design of Fe-C-Cr-Mn-Si steel using machine learning","authors":"Hao Wu, Jianyuan Zhang, Jintao Zhang, Chengjie Ge, Lu Ren, Xinkun Suo","doi":"10.1016/j.matdes.2024.113473","DOIUrl":"10.1016/j.matdes.2024.113473","url":null,"abstract":"<div><div>Solid solution strengthening theory is essential for designing steel with high microhardness. Experimental determination is quite time consuming and costly. It is necessary to develop an alternate approach to rapidly and accurately predict new solid solution strengthening theory for steel. In this study, a data-driven model combining machine learning (ML), firefly optimization algorithm (FA) and conditional generative adversarial networks (CGANs) were proposed to predict solid solution strengthening theory of Fe-C-Cr-Mn-Si steel. Three alloys were fabricated using cladding to validate the predict accuracy of the models. The results show that the trained support vector regression (SVR) model demonstrated the highest prediction precision for microhardness. The coefficient of determination (<em>R<sup>2</sup></em>) value increased from 0.85 to 0.89 and root mean square error (<em>RMSE</em>) decreased from 0.39 to 0.31 after introducing the modified solid solution strengthening theory. The experimental validation revealed a minimum error of 1.17% between the predicted value and the experimental value. The investigation provides a valuable method to expedite design of Fe-C-Cr-Mn-Si steel with extreme high accuracy.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113473"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Establishing room-temperature multiferroic behaviour in bismuth-based perovskites

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113498

Jun Cao , Bin Yang , Graham Smith , Amit Mahajan , Hangfeng Zhang , Yunyin Lin , Chuying Yu , Vladimir Koval , Dou Zhang , Yu Shi , Chenglong Jia , Giuseppe Viola

{"title":"Establishing room-temperature multiferroic behaviour in bismuth-based perovskites","authors":"Jun Cao , Bin Yang , Graham Smith , Amit Mahajan , Hangfeng Zhang , Yunyin Lin , Chuying Yu , Vladimir Koval , Dou Zhang , Yu Shi , Chenglong Jia , Giuseppe Viola","doi":"10.1016/j.matdes.2024.113498","DOIUrl":"10.1016/j.matdes.2024.113498","url":null,"abstract":"<div><div>In the search of single-phase multiferroic materials at room temperature, a ceramic system with composition 0.5(0.94Bi<sub>0.5</sub>Na<sub>0.5</sub>TiO<sub>3</sub>-0.06BaTiO<sub>3</sub>)-0.5BiFe<sub>0.8</sub>Mn<sub>0.2</sub>O<sub>3</sub> (BNT-6BT-5BFO2M) was fabricated via the solid-state reaction route, and its crystal structure, dielectric, ferroelectric, and magnetic properties were studied. The results indicate that the ceramic can be considered a single-phase perovskite system with ferroelectric and ferromagnetic characteristics at room temperature. The ferroelectricity is evidenced by the switching of ferroelectric domains, as imaged by piezoresponse force microscopy (PFM). The presence of a weak ferromagnetism is manifested by a non-negligible remnant magnetization in the magnetization-magnetic field loops. The spontaneous net magnetization is mediated by the presence of Mn<sup>4+</sup> ions, which may introduce ferromagnetic Fe<sup>3+</sup>-O-Mn<sup>4+</sup> double-exchange interactions in the system. The PFM images taken during the application of a magnetic field of 2000 Oe revealed that the ferroelectric domain structure at room temperature can be significantly influenced by the magnetic field, reflecting the presence of a magnetoelectric effect that allows the occurrence of magnetic field-induced polarization reorientation.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113498"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Deciphering the mechanical strengthening mechanism: Soft metal doping in ceramic matrices-A case study of TiN-Ag films

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113489

Jing Luan , Fanlin Kong , Junhua Xu , Filipe Fernandes , Manuel Evaristo , Songtao Dong , Albano Cavaleiro , Hongbo Ju

{"title":"Deciphering the mechanical strengthening mechanism: Soft metal doping in ceramic matrices-A case study of TiN-Ag films","authors":"Jing Luan , Fanlin Kong , Junhua Xu , Filipe Fernandes , Manuel Evaristo , Songtao Dong , Albano Cavaleiro , Hongbo Ju","doi":"10.1016/j.matdes.2024.113489","DOIUrl":"10.1016/j.matdes.2024.113489","url":null,"abstract":"<div><div>Soft metals have been widely added into ceramic-based films for fully meeting the demanding requirements of green tribological applications. However, the resulting considerable increase of the mechanical strength by adding a soft metal below 5 at.%, which reversed the rule-of-mixture, was still not fully revealed. In this paper, a case study of TiN-Ag films was carried out to investigate the strengthening mechanism induced by adding soft metal in TiN-Ag composite/multilayered films deposited by magnetron sputtering. The results showed that dual-phases of fcc-TiN and fcc-Ag co-existed in the composite films with the Ag particles embedded in the matrix. In some areas of the Ag particles, with a size below 4 nm, epitaxial growth with the TiN template was detected, which obliged the lattice to be distorted and shrunken. Consequently, both hardness and elastic modulus were enhanced from 21 and 236 GPa, for the reference TiN film, to 26 and 323 GPa for the TiN-Ag composite film with 2.4 at.% Ag. The possibility of having the epitaxial growth of Ag within TiN were also confirmed by designing a TiN/Ag multilayered film with an Ag layer thickness of ∼3 nm.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113489"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142757718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Diamond-coated quartz crystal microbalance sensors: Challenges in high yield production and enhanced detection of ethanol and sars-cov-2 proteins

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113474

Tibor Izsák , Marian Varga , Michal Kočí , Ondrej Szabó , Kateřina Aubrechtová Dragounová , Gabriel Vanko , Miroslav Gál , Jana Korčeková , Michaela Hornychová , Alexandra Poturnayová , Alexander Kromka

{"title":"Diamond-coated quartz crystal microbalance sensors: Challenges in high yield production and enhanced detection of ethanol and sars-cov-2 proteins","authors":"Tibor Izsák , Marian Varga , Michal Kočí , Ondrej Szabó , Kateřina Aubrechtová Dragounová , Gabriel Vanko , Miroslav Gál , Jana Korčeková , Michaela Hornychová , Alexandra Poturnayová , Alexander Kromka","doi":"10.1016/j.matdes.2024.113474","DOIUrl":"10.1016/j.matdes.2024.113474","url":null,"abstract":"<div><div>This study presents the technological progress in the deposition of diamond thin films on quartz crystal microbalance (QCM) sensors. The linear antenna microwave plasma chemical vapour deposition (CVD) technique effectively grows thin diamond films on QCM substrates (Dia-QCM) differently oriented on the substrate holder in the deposition chamber, resulting in single-sided and double-sided coated QCMs. Each of these coated QCMs offers a distinctive advantage for sensing applications. The double-sided coated QCM sensors exhibited the most effective performance in ethanol detection, demonstrating approx. a 3-fold and 12-fold higher response than single-sided diamond-coated and bare gold QCM sensors, respectively. Furthermore, the single-sided Dia-QCM aptasensors demonstrated superior performance compared to bare gold QCM sensors, with a 2-fold higher response and a lower detection limit for S-RBD protein (LOD<sub>Dia-QCM</sub> = 0.09pg/mL vs. LOD<sub>Au-QCM</sub> = 0.10pg/mL). In experiments conducted in human plasma, the Dia-QCM aptasensor demonstrated the ability to detect S-RBD protein at concentrations as low as 50pg/mL, with high percentage recoveries. These results highlight the potential of linear antenna microwave plasma CVD for the mass production of advanced diamond-coated QCM sensors with different diamond film morphologies (porous, micro- or nanocrystalline) for various applications.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113474"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142759058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113491

Hooman Danesh , Daniele Di Lorenzo , Francisco Chinesta , Stefanie Reese , Tim Brepols

{"title":"FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design","authors":"Hooman Danesh , Daniele Di Lorenzo , Francisco Chinesta , Stefanie Reese , Tim Brepols","doi":"10.1016/j.matdes.2024.113491","DOIUrl":"10.1016/j.matdes.2024.113491","url":null,"abstract":"<div><div>Auxetic structures, known for their negative Poisson's ratio, exhibit effective elastic properties heavily influenced by their underlying geometry and base material properties. While periodic homogenization of auxetic unit cells can be used to investigate these properties, it is computationally expensive and limits design space exploration and inverse analysis. In this paper, the fast Fourier transform (FFT)-based homogenization approach is adopted to efficiently generate data for developing surrogate models, bypassing concerns about periodic mesh generation and boundary conditions typically associated with the finite element method (FEM). Surrogate models are developed for the real-time prediction of the effective elastic properties of auxetic unit cells with orthogonal voids of different shapes. The generated surrogate models accept geometric parameters and base material properties as inputs to predict the effective elastic constants in real-time. This rapid evaluation enables a practical inverse analysis framework for obtaining the optimal design parameters that yield the desired effective response. The performance of the generated surrogate models is rigorously examined through a train/test split methodology, a parametric study, and an inverse problem. Finally, a graphical user interface (GUI) is developed, offering real-time prediction of the effective tangent stiffness and performing inverse analysis to determine optimal geometric parameters.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113491"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142759059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Orientation matters: Assessing the cyclic deformation behaviour of laser powder bed fusion Ti-6Al-4V

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-12-01 DOI: 10.1016/j.matdes.2024.113485

Jieming S. Zhang , Yun Deng , Huifang Liu , Yuanbo T. Tang , Andrew Lui , Patrick S. Grant , Enrique Alabort , Roger C. Reed , Alan C.F. Cocks

{"title":"Orientation matters: Assessing the cyclic deformation behaviour of laser powder bed fusion Ti-6Al-4V","authors":"Jieming S. Zhang , Yun Deng , Huifang Liu , Yuanbo T. Tang , Andrew Lui , Patrick S. Grant , Enrique Alabort , Roger C. Reed , Alan C.F. Cocks","doi":"10.1016/j.matdes.2024.113485","DOIUrl":"10.1016/j.matdes.2024.113485","url":null,"abstract":"<div><div>The orientation dependency of the fatigue behaviour of laser powder bed fusion Ti-6Al-4V has been analyzed and rationalized. Seven build orientations relative to the build plate have been studied. The 75° specimen demonstrates the highest fatigue life owing to the optimal surface quality and low proportions of grains near-parallel to the loading direction. When the build orientation is 30° or below, only defects on the downward-facing surface serve as the fatigue crack initiation sites as a result of the poor surface quality. Beyond 45°, cracks begin to initiate from the otherward-facing surface owing to the reduced variation in <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>a</mi></mrow></msub></math></span> across the sample surface. The large variation in the size and number of pore clusters near the initiation site governs the highest fatigue scatter of the 75° specimen whereas the difference in crack initiation sites of the 45° specimen results in the large difference in fatigue life. Our results demonstrate that the orientation effect is a critical factor to consider for the design of fatigue-tolerant intricate components.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113485"},"PeriodicalIF":7.6,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142746878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Polyurethane-modified room-temperature curing epoxy super adhesive for artifact restoration and light emitting diode encapsulation 用于文物修复和发光二极管封装的聚氨酯改性室温固化环氧超级粘合剂

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-11-26 DOI: 10.1016/j.matdes.2024.113480

Peixin Niu , Diedie Xu , Jun Zhu , Zhiying Zhao , Ailing Sun , Liuhe Wei , Yuhan Li

{"title":"Polyurethane-modified room-temperature curing epoxy super adhesive for artifact restoration and light emitting diode encapsulation","authors":"Peixin Niu , Diedie Xu , Jun Zhu , Zhiying Zhao , Ailing Sun , Liuhe Wei , Yuhan Li","doi":"10.1016/j.matdes.2024.113480","DOIUrl":"10.1016/j.matdes.2024.113480","url":null,"abstract":"<div><div>Epoxy adhesives are widely used for their strong adhesion but face challenges due to high curing temperatures and brittleness, limiting their application in precision manufacturing and fine industries. In an innovative endeavor to address these limitations, we have synthesized a novel adhesive system by incorporating epoxy-functionalized polyurethane into the conventional bisphenol A-based epoxy resin. Upon subjecting the adhesive to a 24h curing period at ambient temperature, the resulting material exhibited remarkable mechanical properties. Specifically, the shear strength, tensile strength, and fracture toughness of the cured adhesive were 20.6 MPa, 36.7 MPa, and 2.87 MPa·m<sup>1/2</sup>, respectively, while the unmodified epoxy resin had values of only 1.9 MPa, 15.5 MPa, and 1.0 MPa·m<sup>1/2</sup>. Adhesive system unique crosslinked structure has been discovered to confer blue aggregation-induced emission fluorescent properties. We have successfully applied this interesting characteristic in the restoration of cultural relics and the encapsulation of light emitting diode. The research has yielded a groundbreaking adhesive formulation that not only overcomes the traditional limitations associated with epoxy materials but also introduces novel functionalities that extend its utility into diverse and sophisticated applications.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113480"},"PeriodicalIF":7.6,"publicationDate":"2024-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142706845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Improvement of bone regeneration by a synergistic combination of octacalcium phosphate and water glass 磷酸八钙和水玻璃的协同组合改善骨再生效果

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-11-22 DOI: 10.1016/j.matdes.2024.113484

Won-Pyo Lee , Euisin Yang , Woong Kim , Riessa Nanda Mertamani , Hana Lee , Se Eun Kim , Kyung Mi Shim , Seong Soo Kang , Sukyoung Kim , Seok-Jun Kim , Jooseong Kim

{"title":"Improvement of bone regeneration by a synergistic combination of octacalcium phosphate and water glass","authors":"Won-Pyo Lee , Euisin Yang , Woong Kim , Riessa Nanda Mertamani , Hana Lee , Se Eun Kim , Kyung Mi Shim , Seong Soo Kang , Sukyoung Kim , Seok-Jun Kim , Jooseong Kim","doi":"10.1016/j.matdes.2024.113484","DOIUrl":"10.1016/j.matdes.2024.113484","url":null,"abstract":"<div><div>Octacalcium phosphate (OCP) is a precursor of biological apatite minerals that can be used in synthetic bone grafts. In this work, a new type of synthetic bone grafts was developed by adding water glass to OCP (W-OCP). The OCP phase is generally known to be thermodynamically unstable and rapidly hydrolyzes to apatite. However, X-ray diffraction confirmed that OCP can remain stable even in the presence of water glass. In a rabbit calvarial defect model, W-OCP increased the bone area by 22.4 %, which was significantly higher than that of defects only at week 4 (p < 0.05). In clinical trials, the new bone formation rate was 49.5 %, confirming that W-OCP had an extremely high application potential as a new bone graft material. After treating MG-63 cells with a W-OCP elution medium, changes in gene expression levels that promoted bone formation were verified via microarray analysis. From the results, W-OCP can be inferred that sodium and silicate ions in water glass play an important role in the recruitment of osteoblasts, significantly increasing the bone growth rate at the early implantation stages. The obtained results suggest that W-OCP can be potentially applied as a new type of synthetic bone materials.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113484"},"PeriodicalIF":7.6,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142706842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Reduction of the residual warpage of fused deposition modeling by negative thermal expansion filler 通过负热膨胀填料减少熔融沉积模型的残余翘曲

IF 7.6 2区材料科学

Materials & Design Pub Date : 2024-11-20 DOI: 10.1016/j.matdes.2024.113472

Masaya Sakagami, Saito Ishiue, Maiki Kawaguchi, Akihiro Takezawa

{"title":"Reduction of the residual warpage of fused deposition modeling by negative thermal expansion filler","authors":"Masaya Sakagami, Saito Ishiue, Maiki Kawaguchi, Akihiro Takezawa","doi":"10.1016/j.matdes.2024.113472","DOIUrl":"10.1016/j.matdes.2024.113472","url":null,"abstract":"<div><div>We investigated the suppression of residual warpage using a negative thermal expansion (NTE) material filler, Zn<sub>1.6</sub>Mg<sub>0.4</sub>P<sub>2</sub>O<sub>7</sub>. To focus on the effect of thermal expansion on residual warpage, we used acrylonitrile-butadiene-styrene, which is an amorphous polymer with a small volume change around the liquid–solid phase transition, as the matrix. Composite pellets were prepared using a kneader, and filaments were produced for fused deposition modeling (FDM) using an extruder. We fabricated a bar-like test piece using a standard FDM machine and measured the warpage deformation using 3D scanning. The experimental results were supported by the finite element method. We also compared similarly sized SiO<sub>2</sub> powders to discuss the advantages of NTE over conventional fillers. The warpage of a 100 mm x 5 mm x 2 mm bar-like test piece was reduced by approximately 75% by introducing Zn<sub>1.6</sub>Mg<sub>0.4</sub>P<sub>2</sub>O<sub>7</sub> at 40 vol%. The effect of Zn<sub>1.6</sub>Mg<sub>0.4</sub>P<sub>2</sub>O<sub>7</sub> at 30 vol% is similar to that of a conventional SiO<sub>2</sub> filler at 40 vol%. Reducing the residual deformation through fillers would reduce energy consumption and simplify the device by avoiding build stage and chamber heating.</div></div>","PeriodicalId":383,"journal":{"name":"Materials & Design","volume":"248 ","pages":"Article 113472"},"PeriodicalIF":7.6,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142706919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0