Applications and studies on artificial neural network model for mechanical properties deposited metals
文献类型：期刊论文
| 作者 | Xue, XH; Qian, BN; Yu, SF; Guo, XM; Yang, K; Zi, BT |
| 刊名 | ACTA METALLURGICA SINICA
 |
| 出版日期 | 2001-09-18 |
| 卷号 | 37期号:9页码:947-951 |
| 关键词 | artificial neural network deposited metal mechanical property alloyed element |
| ISSN号 | 0412-1961 |
| 通讯作者 | Xue, XH() |
| 英文摘要 | 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. |
| WOS研究方向 | Metallurgy & Metallurgical Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000172767200011 |
| 出版者 | SCIENCE CHINA PRESS |
| 源URL | [http://ir.imr.ac.cn/handle/321006/111694]  |
| 专题 | 金属研究所_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. |
入库方式： OAI收割
来源：金属研究所
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