On-Off Quantization of an MPC Policy for Coupled Station Keeping, Attitude Control, and Momentum Management of GEO Satellites

R. Caverly, S. D. Cairano, A. Weiss
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引用次数: 2

Abstract

This paper introduces a novel on-off quantization scheme used with a control architecture based on model predictive control (MPC) to simultaneously perform station keeping, attitude control, and momentum management of a nadir-pointing geostationary satellite equipped with three reaction wheels and four on-off electric thrusters. The MPC policy includes an inner-loop SO(3)-based attitude control law to maintain a nadir-pointing attitude, and an outer loop for station keeping and momentum management. The continuous thrust command generated by the MPC policy is quantized as a single on-off pulse every feedback period in such a way that the predicted error in the states induced by quantization is minimized. This quantization scheme introduces very limited change in behavior and performance compared to results with the non-quantized MPC policy, and uses significantly less on-off pulses compared to other approaches in the literature, such as pulse-width modulation. The tuning parameters of the proposed quantization scheme are discussed in detail and their effects on closed-loop performance are analyzed numerically.
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地球同步轨道卫星站保持、姿态控制和动量管理耦合的MPC策略的开-关量化
本文介绍了一种基于模型预测控制(MPC)的控制体系结构的开关量化方案,用于同时进行三个反作用轮和四个开关电动推进器的最低点地球静止卫星的站位保持、姿态控制和动量管理。MPC策略包括一个基于SO(3)的内环姿态控制律,以保持最低点姿态,以及一个用于保持站位和动量管理的外环。MPC策略产生的连续推力命令在每个反馈周期被量化为单个开关脉冲,从而使量化引起的状态预测误差最小化。与非量化MPC策略的结果相比,该量化方案在行为和性能方面的变化非常有限,并且与文献中的其他方法(如脉宽调制)相比,该方案使用的开关脉冲要少得多。详细讨论了所提量化方案的调谐参数,并对其对闭环性能的影响进行了数值分析。
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