The Design and Analysis for the Icing Wind Tunnel Experiment of a New Deicing Coating
文献类型：期刊论文
| 作者 | Li, Xiaodong1; He, Xu1 ; He, Yuanzhen1; Zhang, Hui2; Zhang, Zhong2; Lin, Dennis K. J.3
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| 刊名 | JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
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| 出版日期 | 2017 |
| 卷号 | 112期号:520页码:1417-1429 |
| 关键词 | Cross array D-optimal design Incomplete block design Minimum number of level changes Random block effect |
| ISSN号 | 0162-1459 |
| DOI | 10.1080/01621459.2017.1281812 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000423299400004 |
| 出版者 | AMER STATISTICAL ASSOC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/29493]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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