Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft-Reference-Cited by-同舟云学术

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Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft

Published:2020-10 Issue:4 Volume:34 Page:683-695
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,Wang Hongliang¹,Huang Yong¹,Liu Chunlong¹

Affiliation:

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

Funder

National Natural Science Foundation of China

Youth Innovation Promotion Association of the Chinese Academy of Sciences

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. Fuzzy PID controller: Design, performance evaluation, and stability analysis

4. Applying neural networks to on-line updated PID controllers for nonlinear process control

5. Evolutionary algorithms based design of multivariable PID controller

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1. Models, simulations, and applications of small satellite thermal analysis;Advances in Space Research;2024-07

2. Heat Transfer Enhancement of Microchannel with Jets and Ribs;Journal of Thermophysics and Heat Transfer;2023-10

3. 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

4. Effect of Waveform Channel on the Cooling Performance of Hybrid Microchannel;Journal of Thermophysics and Heat Transfer;2022-07

5. A Surrogate-Model-Based Approach for the Optimization of the Thermal Design Parameters of Space Telescopes;Applied Sciences;2022-02-04

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