Applications and studies on artificial neural network model for mechanical properties deposited metals

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	Applications and studies on artificial neural network model for mechanical properties deposited metals
	Xue, XH ; Qian, BN ; Yu, SF ; Guo, XM ; Yang, K ; Zi, BT
通讯作者	Xue, XH()
	2001-09-18
发表期刊	ACTA METALLURGICA SINICA
ISSN	0412-1961
卷号	37 期号:9 页码:947-951
摘要	A mechanical property prediction model for deposited metals was built upon the experimental data with the aid of artificial neural network (ANN). There are good correlations between the predicted results and the experimental data. Using this prediction model, the effects of alloying elements C, Mn, Ti and impurity elements S, P, O, N on the low temperature toughness of deposited metals were studied, and by using orthogonal designed experiment, a good chemical constitution for deposited metal was obtained. The technique proposed can be served as a reliable tool for deposited metals property control and design.
关键词	artificial neural network deposited metal mechanical property alloyed element
收录类别	SCI
语种	英语
WOS研究方向	Metallurgy & Metallurgical Engineering
WOS类目	Metallurgy & Metallurgical Engineering
WOS记录号	WOS:000172767200011
出版者	SCIENCE CHINA PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.imr.ac.cn/handle/321006/111695
专题	中国科学院金属研究所
通讯作者	Xue, XH
作者单位	1.Chinese Acad Sci, Inst Met Res, Shenyang 110016, Peoples R China 2.Tsing Hua Univ, Dept Engn Mech, Beijing 100084, Peoples R China
推荐引用方式 GB/T 7714	Xue, XH,Qian, BN,Yu, SF,et al. Applications and studies on artificial neural network model for mechanical properties deposited metals[J]. ACTA METALLURGICA SINICA,2001,37(9):947-951.
APA	Xue, XH,Qian, BN,Yu, SF,Guo, XM,Yang, K,&Zi, BT.(2001).Applications and studies on artificial neural network model for mechanical properties deposited metals.ACTA METALLURGICA SINICA,37(9),947-951.
MLA	Xue, XH,et al."Applications and studies on artificial neural network model for mechanical properties deposited metals".ACTA METALLURGICA SINICA 37.9(2001):947-951.