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人工神经网络在单晶合金设计中的应用 被引量:4

Applicction of Artificial Neural Networks in the Design of Single Crystal Superalloys
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摘要 把一种新发展的功能极强的信息处理技术─—计算机人工神经网络技术用于单晶合金的高温持久性能预测并和其它方法进行比较,结果表明:这种方法精度最高。 new technique artificial neural network which is recently developed and has a powerful funtion of processing data,has been applied to predicting creep rupture life in the design of single crystal superal-loys Comparision of method of artificial neural network and other methods has been taken,the results indi-cate that predication of creep rupture life by the method of artificial neural network is the mort accurates.
出处 《材料工程》 EI CAS CSCD 北大核心 1994年第10期22-24,31,共4页 Journal of Materials Engineering
关键词 单晶高温合金 设计 人工神经网络 single crystal suporalloys,alloys design,artificial neural network
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同被引文献25

  • 1刘汉武,王勤峰,郭鹏,刘林.K4169合金叶片熔模铸造过程的温度场及微观组织的耦合模拟[J].钢铁研究学报,2003,15(z1):630-634. 被引量:2
  • 2岳珠峰,吕震宙,郑长卿.镍基单晶高温合金的蠕变损伤规律研究[J].金属学报,1995,31(8). 被引量:8
  • 3郦定强,刘毅,单爱党,林栋梁.大晶粒含钛Fe-36.5Al基合金的超塑性研究[J].金属学报,1996,32(4):417-422. 被引量:9
  • 4YOO Y S, JO C Y. Compositional prediction of creep rupture life of single crystal Ni base superalloy by Bayesian neural network[J]. Materials Science & Engineering, 2002,336 (12) : 22-29.
  • 5BARRON A R. Predicted squared error: a criterion for automatic model selection[C]//Self-Organizing Methods in Modeling: GMDH Type Algorithms, Marcel Decker. New York: Stanley J Farlow, 1984 : 87-103.
  • 6ALLEN M M, BEACH W P. Thermomechanieal treatment for nickel base superalloys:US, 609861[P]. 1976-08-17.
  • 7SHAW S W, COLDFIELD S. Nickel-base superalloys: US, 4207098[P]. 1980-01-10.
  • 8于金江,金涛,赵乃仁,等.一种含铼镍单晶高温合金及其制备工艺:中国,200510046361.0[P],2005-04-30.
  • 9ERICKSON G L, MUSKEGON M. Single crystal nickel-base superalloy: US, 5366695[P].1994-11-22.
  • 10YEN Chia-ming, LIN J C. LI Wu-jeng, An abduetive neural network approach to the design of runner dimensions for the minimization of warpate in injection mouldings[J]. Journal of Mat erials Processing Technology, 2006,174 ( 1 ) : 14-21.

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