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首页> 外文期刊>International Journal of Fracture >Determination of interface properties between micron-thick metal film and ceramic substrate using peel test
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Determination of interface properties between micron-thick metal film and ceramic substrate using peel test

机译:用剥离试验确定微米厚的金属膜与陶瓷基底之间的界面性质

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摘要

Peel test measurements have been performed to estimate both the interface toughness and the separation strength between copper thin film and Al2O3 substrate with film thicknesses ranging between 1 and 15 μm. An inverse analysis based on the artificial neural network method is adopted to determine the interface parameters. The interface parameters are characterized by the cohesive zone (CZ) model. The results of finite element simulations based on the strain gradient plasticity theory are used to train the artificial neural network. Using both the trained neural network and the experimental measurements for one test result, both the interface toughness and the separation strength are determined. Finally, the finite element predictions adopting the determined interface parameters are performed for the other film thickness cases, and are in agreement with the experimental results.
机译:已经进行了剥离测试测量,以估计膜厚度在1至15μm之间的铜薄膜与Al2 O3 衬底之间的界面韧性和分离强度。采用基于人工神经网络方法的逆分析来确定接口参数。界面参数由内聚区(CZ)模型表征。基于应变梯度可塑性理论的有限元模拟结果被用于训练人工神经网络。使用训练有素的神经网络和一个测试结果的实验​​测量值,可以确定界面韧性和分离强度。最后,在其他膜厚情况下,采用确定的界面参数进行了有限元预测,与实验结果吻合。

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