Research on reliability method of complex mechanical structure based on active learning
文献类型：会议论文
| 作者 | Wang P(王鹏)2 ; Luo HT(骆海涛)1; Sun ZL (孙志礼)2
|
| 出版日期 | 2019 |
| 会议日期 | October 25-27, 2019 |
| 会议地点 | Hohhot, China |
| 关键词 | reliability Kriging Monte Carlo learning function failure probability |
| 页码 | 103-106 |
| 其他题名 | Research on reliability method of complex mechanical structure based on active learning.pdf |
| 英文摘要 | In order to solve the problem of implicit function and long simulation time in reliability analysis of complex mechanical structure, the reliability calculation method based on Kriging and Monte Carlo is adopted. In order to improve the accuracy of Kriging model quickly, the sample points which minimize the value of learning function are selected and substituted into the model. A learning stopping condition is proposed, which ensures the prediction accuracy of sample point symbols and significantly reduces the number of learning times. Finally, the numerical minimization problem and the artillery coordinator are taken as examples to verify the correctness of the proposed method. |
| 产权排序 | 2 |
| 会议录 | Proceedings - 2019 4th International Conference on Mechanical, Control and Computer Engineering, ICMCCE 2019
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | New York |
| 语种 | 英语 |
| ISBN号 | 978-1-7281-4689-8 |
| 源URL | [http://ir.sia.cn/handle/173321/26279]  |
| 专题 | 沈阳自动化研究所_空间自动化技术研究室 |
| 通讯作者 | Wang P(王鹏) |
| 作者单位 | 1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 2.School of Mechanical Engineering and Automation, Northeastern University, Shenyang, China |
| 推荐引用方式 GB/T 7714 | Wang P,Luo HT,Sun ZL . Research on reliability method of complex mechanical structure based on active learning[C]. 见:. Hohhot, China. October 25-27, 2019. |
入库方式： OAI收割
来源：沈阳自动化研究所
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