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Research Article | Open Access

Intelligent Fuzzy Control in Stabilizing Solar Sail with Individually Controllable Elements

Lin Chen1Xiaoyu Fu2Santos Ramil1Ming Xu1 ( )
Beihang University, 100191 Beijing, China
Surrey Space Centre, The University of Surrey, GU2 7XH Guildford, UK
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Abstract

Fuzzy logical control is a robust and effective control method in industrial fields, which renders it applicable to the attitude control of a solar sail. However, it is hard to apply in black-box and time-varying problem as real solar sail attitude control. Considering the lack of a priori knowledge and the unacceptable manual workload in the design of the fuzzy logical controller (FLC), an intelligent FLC designer (IFLCD) is developed by introducing neural network modelling and automatic design method. Besides, IFLCD also supports self-adaption for better control accuracy. By applying the proposed IFLCD in the attitude stabilization of a solar sail with individually controllable elements (SSICE), an effective solution of unmanned, time-varying, and complex system control method is offered without any mathematical model, which also overcomes the difficulties in FLC design Considering the performance degradation, accident, and distance problems faced by spacecraft, IFLCD can help with more practical problems that are hard be solved by traditional control theory.

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Space: Science & Technology
Article number: 9831270

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Cite this article:
Chen L, Fu X, Ramil S, et al. Intelligent Fuzzy Control in Stabilizing Solar Sail with Individually Controllable Elements. Space: Science & Technology, 2022, 2: 9831270. https://doi.org/10.34133/2022/9831270

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Received: 27 March 2022
Accepted: 26 August 2022
Published: 12 September 2022
© 2022 Lin Chen et al. Exclusive Licensee Beijing Institute of Technology Press.

Distributed under a Creative Commons Attribution License (CC BY 4.0).