通过高木-菅野模糊建模法实现卫星近距离姿态同步的模型预测控制

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2024-01-06 DOI:10.1177/01423312231198891
Sun Chuqi, Xiao Yan, Ye Dong, Junyan Hou, Zhaowei Sun
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引用次数: 0

摘要

在轨服务已成为空间业务中极具挑战性的前沿领域之一。大多数在轨任务都需要一项重要技术--姿态同步,以准备或执行任务。在设计一系列控制策略时,轨道和姿态之间的耦合所导致的非线性往往会带来不便。本文主要针对刚性航天器姿态耦合动力学的非线性问题,提出了一种基于双四元数的新型姿态动力学重构方法。在这项研究中,我们打算使用高木-菅野(TS)模糊建模方法来重塑基于双四元数的姿态动力学。在重构模型的基础上,原始非线性系统可在模糊场中等效线性化。随后,作为一种可行的控制方案,提出了用于系统稳定的全局稳定控制器。为进一步研究,提出了一种基于反馈的模型预测控制(MPC)策略,以优化系统稳定过程中的燃料消耗。最后,通过数值模拟验证了所提建模和控制策略的有效性。
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Model predictive control for pose synchronization of satellite proximity via the Takagi–Sugeno fuzzy modeling method
On-orbit servicing has become one of the challenging frontiers of space operations. Most of the on-orbit missions require an important technology, pose synchronization, to prepare or implement the tasks. The nonlinearity caused by the couple between orbit and attitude often brings inconvenience when designing series of control strategies. This paper addresses a novel reformulation for pose dynamics based on dual quaternion, in which the problem of the nonlinearity of pose coupled dynamics for rigid spacecraft is mainly concerned. In this research, we intend to use the Takagi–Sugeno (TS) fuzzy modeling method to remodel the pose dynamics based on dual quaternion. Based on the reconstructed model, the original nonlinear system can be equivalently linearized in the fuzzy field. Subsequently, a global stabilized controller for system stabilization as a feasible control scheme is proposed. For further research, a feedback-based model predictive control (MPC) strategy is proposed to optimize the fuel consumption during the stabilization of the system. Finally, numerical simulations are provided to verify the effectiveness of the proposed modeling and control strategies.
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来源期刊
CiteScore
4.10
自引率
16.70%
发文量
203
审稿时长
3.4 months
期刊介绍: Transactions of the Institute of Measurement and Control is a fully peer-reviewed international journal. The journal covers all areas of applications in instrumentation and control. Its scope encompasses cutting-edge research and development, education and industrial applications.
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