| 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 | |
| Corresponding Author | Xue, XH() |
| 2001-09-18 | |
| Source Publication | ACTA METALLURGICA SINICA
 |
| ISSN | 0412-1961 |
| Volume | 37Issue:9Pages:947-951 |
| Abstract | 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. |
| Keyword | artificial neural network deposited metal mechanical property alloyed element |
| Indexed By | SCI |
| Language | 英语 |
| WOS Research Area | Metallurgy & Metallurgical Engineering |
| WOS Subject | Metallurgy & Metallurgical Engineering |
| WOS ID | WOS:000172767200011 |
| Publisher | SCIENCE CHINA PRESS |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.imr.ac.cn/handle/321006/111697 |
| Collection | 中国科学院金属研究所 |
| Corresponding Author | Xue, XH |
| Affiliation | 1.Chinese Acad Sci, Inst Met Res, Shenyang 110016, Peoples R China 2.Tsing Hua Univ, Dept Engn Mech, Beijing 100084, Peoples R China |
| Recommended Citation 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. |
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