Parameter estimation and control of an automatic balancing system for CubeSat research and applications

Alex McCafferty-Leroux, Andrew Newton, S. A. Gadsden
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Abstract

Deployed for purposes of GPS, defense, atmospheric and space research, environmental monitoring, broadcasting, and communication, Earth observation satellites are complex systems that require the design of highly reliable control and estimation algorithms. A satellite’s Attitude Determination and Control System (ADCS) must be able to operate accurately, in a robust manner against unexpected conditions, especially in missions that demand more intricate tasks. The desire for optimal and robust performance in satellites has been the driving factor behind decades of attitude control research. With computers, the performance of spacecraft subject to some mission can be simulated to test new control methods, but the availability of real satellites to researchers for testing these algorithms is very limited. To solve this issue, attitude control simulators have been developed, such that algorithms and hardware can be tested inexpensively in a lab environment, while maintaining a high level of accuracy to the environment it emulates. The Nanosatellite Attitude Control Simulator (NACS) has been developed at McMaster University for this purpose. Consisting of a mock 1U CubeSat, an air-bearing configuration, and an Automatic Balancing System (ABS), rotational attitude control experiments are conducted in-lab without deployment, simulating the zero-gravity of space. The mechanism responsible for environment simulation is the ABS, which minimizes residual torque due to gravity by influencing the center of mass (CoM) of the system, thereby improving control performance and efficiency. The performance of the ABS in a balancing task is presented, where system parameters of inertia and CoM are estimated from response data. Three filtering strategies are investigated for this purpose, providing varying degrees of accuracy and computational cost.
用于立方体卫星研究和应用的自动平衡系统的参数估计和控制
地球观测卫星是一个复杂的系统,需要设计高度可靠的控制和估计算法,其部署目的包括全球定位系统、国防、大气和空间研究、环境监测、广播和通信。卫星的姿态确定和控制系统(ADCS)必须能够在意外情况下准确、稳健地运行,尤其是在执行要求更加复杂的任务时。对卫星最佳和稳健性能的渴望是几十年来姿态控制研究的驱动因素。利用计算机可以模拟航天器在某些任务中的性能,以测试新的控制方法,但可供研究人员测试这些算法的真实卫星非常有限。为了解决这个问题,人们开发了姿态控制模拟器,以便在实验室环境中以低成本测试算法和硬件,同时保持模拟环境的高精确度。麦克马斯特大学为此开发了超小型卫星姿态控制模拟器(NACS)。该模拟器由模拟 1U 立方体卫星、气浮配置和自动平衡系统(ABS)组成,在实验室内进行旋转姿态控制实验,无需部署,模拟太空零重力环境。负责环境模拟的机构是自动平衡系统,它通过影响系统的质心(CoM)将重力造成的残余扭矩降至最低,从而提高控制性能和效率。本文介绍了 ABS 在平衡任务中的性能,其中系统惯性和 CoM 参数是根据响应数据估算的。为此研究了三种滤波策略,它们提供了不同程度的精度和计算成本。
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