The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating

doi:10.1080/01621459.2017.1281812

CSpace > 应用数学研究所

	The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating
	Li, Xiaodong 1; He, Xu1 ; He, Yuanzhen 1; Zhang, Hui 2; Zhang, Zhong 2; Lin, Dennis K. J.3
	2017
发表期刊	JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
ISSN	0162-1459
卷号	112 期号:520 页码:1417-1429
摘要	A new kind of deicing coating is developed to provide aircraft with efficient and durable protection from icing-induced dangers. The icing wind tunnel experiment is indispensable in confirming the usefulness of a deicing coating. Due to the high cost of each batch relative to the available budget, an efficient design of the icing wind tunnel experiment is crucial. The challenges in designing this experiment are multi-fold. It involves between-block factors and within-block factors, incomplete blocking with random effects, related factors, hard-to-change factors, and nuisance factors. Traditional designs and theories cannot be directly applied. To overcome these challenges, we propose using a step-by-step design strategy that includes applying a cross array structure for between-block factors and within-block factors, a group of balanced conditions for optimizing incomplete blocking, a run order method to achieve the minimum number of level changes for hard-to-change factors, and a zero aliased matrix for the nuisance factors. New ( theoretical) results for D-optimal design of incomplete blocking experiments with random block effects and minimum number of level changes are obtained. Results of the experiments show that this novel deicing coating is promising in offering both high efficiency of ice reduction and a long service lifetime. The methodology proposed here is generalizable to other applications that involve nonstandard design problems. Supplementary materials for this article are available online.
关键词	Cross array D-optimal design Incomplete block design Minimum number of level changes Random block effect
DOI	10.1080/01621459.2017.1281812
语种	英语
资助项目	Special National Key Research and Development Plan[2016YFD0400206] ; National Natural Science Foundation of China[NSFC 11501550] ; National Natural Science Foundation of China[NSFC 11671386] ; National Natural Science Foundation of China[NSFC 11225210] ; Strategic Priority Research Program of the Chinese Academy of Sciences[XDA09030200] ; Chinese Ministry of Science and Technology[2016YFF0203801]
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:000423299400004
出版者	AMER STATISTICAL ASSOC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/29494
专题	应用数学研究所
通讯作者	Li, Xiaodong
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Natl Ctr Nanosci & Technol, Beijing, Peoples R China 3.Penn State Univ, Dept Stat, University Pk, PA 16802 USA
推荐引用方式 GB/T 7714	Li, Xiaodong,He, Xu,He, Yuanzhen,et al. The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,2017,112(520):1417-1429.
APA	Li, Xiaodong,He, Xu,He, Yuanzhen,Zhang, Hui,Zhang, Zhong,&Lin, Dennis K. J..(2017).The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,112(520),1417-1429.
MLA	Li, Xiaodong,et al."The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating".JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 112.520(2017):1417-1429.