在热闭模具造工艺中使用的造工具的耐用性-一项审查
Grzegorz Ficak1,2, Aneta Łukaszek-Sołek2, Marek Hawryluk3
1GK FORGE, Przemysłowa 10 Street, 43-440 Goleszów, Poland.
Materials (Basel, Switzerland)
|November 27, 2024
概括
本研究对造工具磨损机制进行了分类,并讨论了提高模具耐用性的方法. 它探讨了工具再生技术和数字磨损预测,使用阿查德和人工神经网络等模型.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 部落学 (tribology) 是一个学科.
背景情况:
- 造工具,特别是模具,容易磨损,影响其使用寿命和运行效率.
- 了解磨损机制对于制定提高在热加工应用中工具耐用性的策略至关重要.
研究的目的:
- 为了对影响造工具的磨损机制进行分类.
- 审查提高模具耐用性的方法,包括材料选择,热处理,表面工程和滑.
- 介绍工具再生技术,并讨论数值磨损预测模型.
主要方法:
- 磨损机制的分类.
- 对提高耐用性的策略进行审查 (材料选择,热处理,表面工程,滑).
- 分析工具再生方法 (重新造型,激光再生).
- 对数值磨损预测模型 (阿查德模型,人工神经网络) 的讨论.
主要成果:
- 识别了造工具中的关键磨损机制.
- 详细介绍了延长机器寿命的各种方法.
- 介绍并比较了再造型和激光再生技术.
- 评估了阿查德模型和人工神经网络用于磨损预测.
结论:
- 有效的模具耐用性取决于材料选择,加工,表面处理和维护的组合.
- 通过既有模型和先进的计算方法,如ANN,可以实现准确的磨损预测.
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