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The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating
Li, Xiaodong1; He, Xu1; He, Yuanzhen1; Zhang, Hui2; Zhang, Zhong2; Lin, Dennis K. J.3
2017
Source PublicationJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
ISSN0162-1459
Volume112Issue:520Pages:1417-1429
AbstractA 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.
KeywordCross array D-optimal design Incomplete block design Minimum number of level changes Random block effect
DOI10.1080/01621459.2017.1281812
Language英语
Funding ProjectSpecial 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 Research AreaMathematics
WOS SubjectStatistics & Probability
WOS IDWOS:000423299400004
PublisherAMER STATISTICAL ASSOC
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Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/29494
Collection应用数学研究所
Affiliation1.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
Recommended Citation
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.
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