High throughput experiment assisted discovery of new Ni-base superalloys

doi:10.1016/j.scriptamat.2019.11.019

CORC > 自动化研究所 > 中国科学院自动化研究所 > 类脑智能研究中心 > 微观重建与智能分析

	High throughput experiment assisted discovery of new Ni-base superalloys
	Wang, Zi 3; Zhang, Lina 4; Li, Weifu 4; Qin, Zijun 3; Wang, Zexin 3; Li, Zihang 3; Tan, Liming 1; Zhu, Lilong 2; Liu, Feng 3; Han, Hua 4
刊名	SCRIPTA MATERIALIA
	2020-03-01
卷号	178 页码:134-138
关键词	High throughput Superalloy Microstructure Hardness Mechanical properties
ISSN号	1359-6462
DOI	10.1016/j.scriptamat.2019.11.019
通讯作者	Tan, Liming(limingtan@csu.edu.cn) ; Liu, Feng(liufeng@csu.edu.cn)
英文摘要	In this work, a diffusion multiple consist of Ni-base superalloys with complex compositions rather than simple metals or compounds is introduce, to discover the new Ni-base polycrystalline superalloys in combination with high strength and microstructure stability. Additionally, machine learning based image recognition has been use to characterize the microstructure, especially the gamma' precipitates. The microhardness is also utilized to rank the mechanical properties of Ni-base superalloys with different compositions. Thus, the composition, microstructure, and property are integrated by the high throughput experiment to discover novel superalloys, which can also be applied to discover other alloys with complex chemical components. (C) 2019 Acta Materialia Inc. Published by Elsevier Ltd. All rights reserved.
资助项目	National Key Research and Development Program of China[2016YFB0701404] ; National Natural Science Foundation of China[91860105]
WOS关键词	PHASE-DIAGRAM ; YIELD-STRESS ; MICROSTRUCTURE ; STRENGTH ; MODEL ; PREDICTION ; CO
WOS研究方向	Science & Technology - Other Topics ; Materials Science ; Metallurgy & Metallurgical Engineering
语种	英语
出版者	PERGAMON-ELSEVIER SCIENCE LTD
WOS记录号	WOS:000510947200027
资助机构	National Key Research and Development Program of China ; National Natural Science Foundation of China
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/28582]
专题	类脑智能研究中心_微观重建与智能分析
通讯作者	Tan, Liming; Liu, Feng
作者单位	1.Cent S Univ, Sch Met & Environm, 932 South Lushan Rd, Changsha 410083, Hunan, Peoples R China 2.Yantai Univ, Inst Adv Studies Precis Mat, Yantai 264005, Shandong, Peoples R China 3.Cent S Univ, State Key Lab Powder Met, 932 South Lushan Rd, Changsha 410083, Hunan, Peoples R China 4.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Wang, Zi,Zhang, Lina,Li, Weifu,et al. High throughput experiment assisted discovery of new Ni-base superalloys[J]. SCRIPTA MATERIALIA,2020,178:134-138.
APA	Wang, Zi.,Zhang, Lina.,Li, Weifu.,Qin, Zijun.,Wang, Zexin.,...&Jiang, Liang.(2020).High throughput experiment assisted discovery of new Ni-base superalloys.SCRIPTA MATERIALIA,178,134-138.
MLA	Wang, Zi,et al."High throughput experiment assisted discovery of new Ni-base superalloys".SCRIPTA MATERIALIA 178(2020):134-138.