独立可控元件稳定太阳帆的智能模糊控制

Lin Chen, Xiaoyue Fu, Santos Ramil, Ming Xu
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引用次数: 3

摘要

模糊逻辑控制是一种鲁棒、有效的工业控制方法,适用于太阳帆的姿态控制。然而,在实际的太阳帆姿态控制中很难应用于黑箱和时变问题。针对模糊逻辑控制器(FLC)设计中缺乏先验知识和人工工作量大的问题,引入神经网络建模和自动设计方法,开发了一种模糊逻辑控制器智能设计器(IFLCD)。此外,IFLCD还支持自适应,以获得更好的控制精度。将所提出的IFLCD应用于单可控太阳帆(sice)姿态稳定,为无人化、时变、复杂的系统控制方法提供了一种不需要任何数学模型的有效解决方案,也克服了FLC设计的难点。考虑到航天器面临的性能退化、事故和距离问题,IFLCD可以帮助解决传统控制理论难以解决的更多实际问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent Fuzzy Control in Stabilizing Solar Sail with Individually Controllable Elements
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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