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在环境温度下对金属设备进行自主气溶和等离子联合喷射打印
Yipu Du1, Jinyu Yang1, Kaidong Song1
1Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
Small (Weinheim an der Bergstrasse, Germany)
|February 16, 2025
概括
一种新的联合喷射打印 (CJP) 方法使环境温度金属打印和现场烧结成为可能. 这一进步集成了用于缺陷纠正的机器学习,显著改善了在敏感材料上功能性设备的制造.
科学领域:
- 材料科学 材料科学 材料科学
- 添加剂制造 添加剂制造 添加剂制造
- 纳米技术 纳米技术
背景情况:
- 传统的金属增材制造需要高温,限制了与温度敏感材料的集成.
- 在不同基板上直接打印功能设备仍然是一个重大挑战.
研究的目的:
- 为环境温度金属打印和现场烧结引入联合喷射打印 (CJP) 方法.
- 展示机器学习的整合,以实时检测和纠正缺陷.
- 展示CJP在温度敏感和生物材料上制造设备的潜力.
主要方法:
- 开发了一种联合喷射打印系统,将气溶喷射和非热气压等离子喷射相结合.
- 使用的金属纳米粒子油墨用于在环境温度下沉积和现场烧结.
- 集成了一种机器学习算法,用于在打印过程中自主检测和纠正缺陷.
主要成果:
- 在环境温度下实现了并发的气溶沉积和现场烧结,消除了后处理.
- 使用机器学习校正,将印刷导电膜的产量从44%提高到94%.
- 成功地在植物叶子上直接打印水分传感器以进行长期监测.
结论:
- CJP方法提供了一个多功能平台,用于在室温下增材制造金属功能设备.
- 这项技术大大缩短了制造时间,并使其能够与温度敏感和生物材料集成.
- 通过协调整合非生物和生物组件,CJP为生物混合系统和可穿戴/可植入设备开辟了新的途径.
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