Yu Yangyang Peng Zhifang Wang Chunshui Yan Guangzong. A Model for Creep Rupture Life of Ni-base Alloy Based on Artificial Neural Networks Method[J]. Special Casting & Nonferrous Alloys, 2005,(2):96-98.
Yu Yangyang Peng Zhifang Wang Chunshui Yan Guangzong. A Model for Creep Rupture Life of Ni-base Alloy Based on Artificial Neural Networks Method[J]. Special Casting & Nonferrous Alloys, 2005,(2):96-98.DOI：
基于神经网络的镍基高温合金蠕变断裂寿命研究
摘要
利用人工神经网络
使用BP算法对镍基高温合金蠕变断裂寿命进行研究。建立不同成分镍基变形合金在不同温度下
外应力与蠕变断裂寿命之间关系模型
并进行网络训练
对合金的蠕变断裂寿命进行模拟。结果表明
模拟结果与实测结果符合良好
采用人工神经网络方法可以为镍基变形合金蠕变断裂寿命的预测提供一种有效的手段
Abstract
The creep rupture life of Ni-base superalloy was investigated by the BP algorithm based on ANN method.The model of relation among different temperatures
external stress and creep rupture life of the alloy with different compositions was developed.The simulation for creep rupture life of the alloy was conducted through net training.The simulated results was well in agreement with the measured ones.It shows that ANN method is an available and efficient way to predict the Ni-base superalloy’s creep rupture life.
关键词
神经网络BP算法镍基合金断裂寿命
Keywords
Artificial Neural Networks（ANN）BP AlgorithmNi-base SuperalloyCreep Rupture Life
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