A novel method for chemistry tabulation of strained premixed/stratified flames based on principal component analysis
文献类型：期刊论文
| 作者 | Tang Peng2; Zhang Hongda1; Ye Taohong2; Yu Zhou2; Xia Zhaoyang2 |
| 刊名 | 应用数学和力学：英文版
 |
| 出版日期 | 2018 |
| 卷号 | 39.0期号:006页码:855-866 |
| 关键词 | 火焰结构 主要部件 化学数据 拉紧 表格 Schmidt PCA 关联系数 |
| ISSN号 | 0253-4827 |
| 其他题名 | A novel method for chemistry tabulation of strained premixed/stratified flames based on principal component analysis |
| 英文摘要 | The principal component analysis （PCA） is used to analyze the high dimen- sional chemistry data of laminar premixed/stratified flames under strain effects. The first few principal components （PCs） with larger contribution ratios axe chosen as the tabu- lated scalars to build the look-up chemistry table. Prior tests show that strained premixed flame structure can be well reconstructed. To highlight the physical meanings of the tabu- lated scalars in stratified flames, a modified PCA method is developed, where the mixture fraction is used to replace one of the PCs with the highest correlation coefficient. The other two tabulated scalars are then modified with the Schmidt orthogonalization. The modified tabulated scalars not only have clear physical meanings, but also contain passive scalars. The PCA method has good commonality, and can be extended for building the thermo-chemistry table including strain rate effects when different fuels are used. |
| 语种 | 中文 |
| CSCD记录号 | CSCD:6237745 |
| 源URL | [http://ir.imr.ac.cn/handle/321006/156274]  |
| 专题 | 金属研究所_中国科学院金属研究所 |
| 作者单位 | 1.中国科学院金属研究所 2.中国科学技术大学 |
| 推荐引用方式 GB/T 7714 | Tang Peng,Zhang Hongda,Ye Taohong,et al. A novel method for chemistry tabulation of strained premixed/stratified flames based on principal component analysis[J]. 应用数学和力学：英文版,2018,39.0(006):855-866. |
| APA | Tang Peng,Zhang Hongda,Ye Taohong,Yu Zhou,&Xia Zhaoyang.(2018).A novel method for chemistry tabulation of strained premixed/stratified flames based on principal component analysis.应用数学和力学：英文版,39.0(006),855-866. |
| MLA | Tang Peng,et al."A novel method for chemistry tabulation of strained premixed/stratified flames based on principal component analysis".应用数学和力学：英文版 39.0.006(2018):855-866. |
入库方式： OAI收割
来源：金属研究所
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