四种工艺参数对偏高岭土陶瓷材料挤压成型抗弯强度和孔隙率的影响:正交试验优化及预测模型

IF 3.3 3区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Advanced Engineering Materials Pub Date : 2024-12-18 DOI:10.1002/adem.202401197
Ming Wu, Fuchu Liu, Yuxiao Lin, Miao Wang, Yi Wang, Shilin Zhou, Hao Liu, Guangchao Han
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引用次数: 0

摘要

通过优化喷嘴内径、高径比、填充率和打印速度四个关键工艺参数,采用浆料挤压法制备了高强度偏高岭土基多孔陶瓷。采用正交试验对抗弯强度和孔隙率进行调整,采用综合评分法和极差分析法确定最佳工艺参数。建立并验证了强度参数、孔隙度参数和强度孔隙度的预测模型。结果表明:制备高强度高孔隙率陶瓷的最佳工艺参数为喷嘴内径0.51 mm、高径比70%、填充率100%、打印速度15 mm s−1。通过两种方法,即理论值与实际值的相互验证和比较,证明了三种预测模型的正确性和可预测性。理论计算结果与实际计算结果的误差小于7%。本研究为材料挤压快速制备可调强度和孔隙率的陶瓷提供了指导,所建立的预测模型为其在实践中的广泛应用铺平了道路。
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Effect of Four Process Parameters on Flexural Strength and Porosity of Metakaolin Ceramics Fabricated by Material Extrusion: Optimization and Predictive Models via Orthogonal Experiments

A high-strength metakaolin-based porous ceramics are fabricated using slurry-based material extrusion via optimizing four key process parameters, including nozzle internal diameter, height to diameter ratio, filling rate, and printing speed. The orthogonal experiments are used to adjust flexural strength and porosity, and the optimal process parameters are obtained by comprehensive scoring and range analysis methods. The predictive models of strength-parameters, porosity-parameters, and strength-porosity are established and validated. The results show that the optimal process parameters for high-strength and high-porosity ceramics are 0.51 mm nozzle internal diameter, 70% height to diameter ratio, 100% filling rate, and 15 mm s−1 printing speed. The correctness and predictability of three predictive models are proved by two methods, which are the mutual validation and comparison between theoretical and actual values. And the error rates between theoretical and actual results are less than 7%. This work provides guidance for the rapid fabrication of ceramics with adjustable strength and porosity by material extrusion, and the established predictive models can pave the way for its wider application in the practice.

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来源期刊
Advanced Engineering Materials
Advanced Engineering Materials 工程技术-材料科学:综合
CiteScore
5.70
自引率
5.60%
发文量
544
审稿时长
1.7 months
期刊介绍: Advanced Engineering Materials is the membership journal of three leading European Materials Societies - German Materials Society/DGM, - French Materials Society/SF2M, - Swiss Materials Federation/SVMT.
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