Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope-Reference-Cited by-同舟云学术

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Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope

Published:2020-01 Issue:1 Volume:34 Page:37-44
ISSN:1533-6808
Container-title:Journal of Thermophysics and Heat Transfer
language:en
Short-container-title:Journal of Thermophysics and Heat Transfer

Author:

Xiong Yan¹,Guo Liang¹,Huang Yong¹,Chen Liheng¹

Affiliation:

1. Chinese Academy of Sciences, 130033 Changchun, People’s Republic of China

Funder

Youth Innovation Promotion Association of the Chinese Academy of Sciences

National Natural Science Foundation of China

Publisher

American Institute of Aeronautics and Astronautics (AIAA)

Subject

Condensed Matter Physics,Aerospace Engineering,Space and Planetary Science,Fluid Flow and Transfer Processes,Mechanical Engineering

Reference27 articles.

1. Studies on thermal properties and thermal control effectiveness of a new shape-stabilized phase change material with high thermal conductivity

2. High-precision, Temperature Control Based on Grading-structure and PID-feedback Strategies

3. Method of Generating Transient Equivalent Sink and Test Target Temperatures for Swift BAT

4. Thermal Assessment of Swift Instrument Module Thermal Control System and Mini Heater Controllers after 5+ Years in Flight

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1. Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning;Scientific Reports;2024-07-08

2. Model Predictive Control-Based Reinforcement Learning;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

3. A Review of Novel Heat Transfer Materials and Fluids for Aerospace Applications;Aerospace;2024-03-30

4. Challenges and application of artificial intelligence technology in the field of space optical telescopes;AOPC 2023: AI in Optics and Photonics;2023-12-21

5. Reduction and reconstruction strategy of active thermal control system based on unsupervised learning and thermo-optics for spaceborne high-resolution remote sensor;Applied Thermal Engineering;2023-07

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