中国科学院长春光学精密机械与物理研究所

QQ客服 官方微博 反馈留言

	Optimal design of thermal control system for space optical remote sensor based on NSGA-II and opto-mechanical-thermal integration analysis
	Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang
	2023
发表期刊	Case Studies in Thermal Engineering
ISSN	2214157X
卷号	43
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
DOI	10.1016/j.csite.2023.102813
URL	查看原文
收录类别	sci ; ei
引用统计
文献类型	期刊论文
条目标识符	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).

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
Optimal design of th（3360KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览 下载

个性服务

推荐该条目

保存到收藏夹

查看访问统计

导出为Endnote文件

谷歌学术

谷歌学术中相似的文章

[Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang]的文章

百度学术

百度学术中相似的文章

[Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang]的文章

必应学术

必应学术中相似的文章

[Z. Yuan, L. Chen, H. Han, L. Ren, S. Liu and R. Wang]的文章

相关权益政策

暂无数据

收藏/分享

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。