Space telescope

Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
This paper provided detailed verification of the application of deep reinorcement learning to space telescope thermal control from three perspectives.
Yan XIONG(熊琰), Liang Guo, Defu Tian
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Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
Thermal Control of Primary Mirror of Space Solar Telescope
Journal of Thermophysics and Heat Transfer (JTHT), 2021
Shuang Yang, Changshuai Du, Xianwei Yang, Chunlong Liu, Yan XIONG(熊琰), Richa Hu, Xusheng Zhang, Yong Huang, Liang Guo
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Thermal Control of Primary Mirror of Space Solar Telescope
Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters
Journal of Thermophysics and Heat Transfer (JTHT), 2020
Yuting Yang, Liheng Chen, Yan XIONG(熊琰), Shijun Li, Xu Meng
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Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters
Intelligent Optimization Strategy Based on Statistical Machine Learning for Spacecraft Thermal Design
An intelligent optimization strategy based on statistical machine learning for spacecraft thermal design, called IOSML, is proposed.
Yan XIONG(熊琰), Liang Guo, Defu Tian, Yang Zhang, Chunlong Liu
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Intelligent Optimization Strategy Based on Statistical Machine Learning for Spacecraft Thermal Design
Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft
An intelligent thermal controller based on the deep deterministic policy gradient, called DRLTC, is proposed.
Yan XIONG(熊琰), Liang Guo, Hongliang Wang, Yong Huang, Chunlong Liu
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Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft
Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope
Journal of Thermophysics and Heat Transfer (JTHT), 2020
Yan XIONG(熊琰), Liang Guo, Yong Huang, Liheng Chen
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Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope
Thermal Design of Ultra-Large Diameter In-Orbit Assembly Infrared Telescope Sunshield
Infrared and Laser Engineering (ILE), 2019
Hongliang Wang, Liang Guo, Yan XIONG(熊琰), Boqian Xu, Funan Yu, Yan Gao, Qilong Shi
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Thermal Design of Ultra-Large Diameter In-Orbit Assembly Infrared Telescope Sunshield
An Intelligent Soft Sensor Strategy for Indirect Temperature Measurement of Space Telescope
Applied Thermal Engineering (in revision).
Yan XIONG(熊琰)
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An Intelligent Soft Sensor Strategy for Indirect Temperature Measurement of Space Telescope
Application and Verification of Statistical Machine Learning in Spacecraft Thermal Design Optimization
Journal of Astronomical Telescopes, Instruments, and Systems (under review).
Yan XIONG(熊琰)
Slides
Application and Verification of Statistical Machine Learning in Spacecraft Thermal Design Optimization
Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope
IEEE Transactions on Aerospace and Electronic Systems (under review).
Yan XIONG(熊琰)
Slides
Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope