使用响应表面方法学对3D打印的水泥材料进行风湿学优化
Chenfei Wang1,2,3,4, Junyin Lian1,2, Yunhui Fang5
1College of Civil Engineering and Architecture, Xiamen University of Technology, Xiamen 361024, China.
Materials (Basel, Switzerland)
|September 13, 2025
概括
响应表面方法 (RSM) 为3D打印的水泥材料优化了添加剂,提高了打印能力. 优化的组合实现了出色的流动性和动态收益应力,验证了可打印混凝土设计的RSM.
科学领域:
- 材料科学 材料科学 材料科学
- 土木工程 土木工程是指土木工程.
- 增材制造 增材制造 增材制造
背景情况:
- 3D打印的水泥材料需要精确的混合比例才能达到最佳性能.
- 可打印性是一个关键因素,受物质质理学和添加物相互作用的影响.
研究的目的:
- 使用响应表面方法 (RSM) 在3D打印的水泥材料中优化添加剂比例.
- 通过控制质性质,提高水泥复合材料的打印能力.
主要方法:
- 使用响应表面方法 (RSM) 采用Box-Behnken中央复合材料设计.
- 评估了加速器,基甲基纤维素 (HPMC) 和聚碳酸超塑化剂 (PCE) 对流动性和动态产量压力的影响.
- 开发了一个数学模型来预测和优化混合物比例.
主要成果:
- 优化的配方 (0.32%加速器,0.24%HPMC,0.23%PCE) 实现了147.5mm的流动性和711Pa的动态收益应力.
- 实验结果与RSM模型的预测值非常接近.
- 优化的混合设计成功满足了3D打印的可打印性要求.
结论:
- RSM是设计可打印混凝土复合材料的有效方法.
- 在3DPC.中为混合比例设计建立了基于RSM的优化框架.
- 这些发现为合理的3DPC混合物设计提供了机制框架,在增材构造中整合了理论和实践.
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