Optimal design of thermal control system for space optical remote sensor based on NSGA-II and opto-mechanical-thermal integration analysis
文献类型：期刊论文
| 作者 | Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang |
| 刊名 | Case Studies in Thermal Engineering
 |
| 出版日期 | 2023 |
| 卷号 | 43 |
| ISSN号 | 2214157X |
| DOI | 10.1016/j.csite.2023.102813 |
| 英文摘要 | The thermal control system (TCS) is a key technology for ensuring good imaging quality of a space optical remote sensor (SORS) in orbit, and its research is of practical significance. In this paper, a multidisciplinary optimization method was proposed for the TCS of a SORS. A particle-swarm-optimized back-propagation neural network was used as the surrogate model to reduce the computational cost of the opto-mechanical-thermal integrated simulation model. Subsequently, the mean and variance of the modulation transfer function (MTF) of 12 fields of view of the SORS at the Nyquist frequency were considered as objective functions, multi-objective optimization of the design parameters of the TCS was performed using the non-dominated sorting genetic algorithm Ⅱ (NSGA-Ⅱ), and the Pareto front composed of a series of Pareto solutions was obtained. A compromise solution was selected as the optimal TCS design. The results showed that, upon comparison with the initial design, the optimal design scheme increased the mean of the MTFs of the SORS by 34.4%, reduced the variance by 31.3%, and significantly improved the comprehensive optical performance of the SORS. © 2023 The Authors |
| URL标识 | 查看原文 |
| 源URL | [http://ir.ciomp.ac.cn/handle/181722/68137]  |
| 专题 | 中国科学院长春光学精密机械与物理研究所 |
| 推荐引用方式 GB/T 7714 | Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang. Optimal design of thermal control system for space optical remote sensor based on NSGA-II and opto-mechanical-thermal integration analysis[J]. Case Studies in Thermal Engineering,2023,43. |
| APA | Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang.(2023).Optimal design of thermal control system for space optical remote sensor based on NSGA-II and opto-mechanical-thermal integration analysis.Case Studies in Thermal Engineering,43. |
| MLA | Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang."Optimal design of thermal control system for space optical remote sensor based on NSGA-II and opto-mechanical-thermal integration analysis".Case Studies in Thermal Engineering 43(2023). |
入库方式： OAI收割
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。