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Angular Velocity Estimation of a Reaction Sphere Actuator for Attitude Satellite Control

机译:姿态卫星控制用反应球作动器的角速度估计

摘要

In different types of spacecraft, such as stabilised satellites, the Attitude Determination and Control System (ADCS) is responsible for stabilisation and achieving the desired rotational movement of the spacecraft. Depending on its application, many satellites may require a threeaxis stabilisation system, thus a device or set of devices capable of applying three-axis rotational motion is needed. These torques are commonly applied by a set of minimum three Reaction Wheels (RW), but commonly four of them are used for redundancy and optimization purposes.udAn alternative device to this set of RWs was proposed more than 60 years ago: Reaction Spheres (RSs), but the performance of these designs was not comparable to the one obtained with RWs.udThe main idea behind Reaction Spheres is substituting the three or four rotating masses by a single mass in the shape of a hollow sphere that can be accelerated, and thus apply torque, about any given axis.udMore recently, a novel concept of Reaction Sphere was proposed and manufactured, in which the spherical actuator is magnetically levitated and can be torqued about any desired axis electronically. The design consists of an eight-pole Permanent Magnet spherical rotor and a twenty-pole stator with electromagnets. Magnetic flux model, required for optimization of the design and for deriving force and torque models, was developed and validated by using a hybrid analytical-FEM approach, and taking advantage of Spherical Harmonic decomposition, which allowed to model and control the system by means of magnetic information, called magnetic state or magnetic orientation, without explicitly knowing the physical orientation of the rotor.udThis design, developed at CSEM SA, is able to magnetically levitate and acquire angular velocities up to 300 rpm about any given axis, but it faced some limitations. In order to manage the stored angular momentum, and for closed-loop control purposes, measurement of the angular velocity of the rotor inside the stator is required. As there is no direct measure of this magnitude, a technique based on determining the back-EMF voltage induced in the stator coils was developed and experimentally validated. Nevertheless, this direct method is specially susceptible to magnetic flux density distortions of the rotor. Alternatively, some work on implementing an Extended Kalman Filter by using rotor orientation instead of the magnetic state has been done, but the algorithm was too heavy to be implemented in real-time.udIn this thesis, a novel approach based on a Linear Parameter-Varying Kalman Filter observer has been proposed. This method tries to combine the main advantages of the previous approaches for angular velocity estimation, such as fast computations and execution time obtained by making use of the aforementioned Spherical Harmonic decomposition and back-EMF voltage estimation, and the noise filtering and optimality of estimations, under specific circumstances and conditions, obtained with Kalman Filter.udA state-space model of the available system is derived, by making use of the magnetic state and sensor measurements as parameters and input respectively, yielding a Linear Parameter-Varying model, in which the proposed Kalman Filter observer is based, and obtaining this way the novel LPV KF estimator.udThis estimator is validated and analysed both in simulation and experimentally with the real prototype, obtaining promising results when used in the angular velocity closed-loop control system, specially for high angular velocities, in which the oscillations around the desired value are reduced by a factor of two or three in amplitude, and these noisy oscillations are substituted by sinusoidal deviations. However, it is believed that the obtained performance could be further improved by improving the control technique used in the closed-loop system to be better adapted to the proposed observer, as the whole system (sphere, estimator and controller) should be taken into account.udWe believe that the work developed in this thesis continues with the baseline marked at the Centre Suisse d'Electronique et de Microtechnique SA for the available Reaction Sphere prototype, improving and proposing a promising alternative to one of the critical problems: angular velocity estimation. Nonetheless, the system is still not fully prepared, requiring to study some of the issues shown in this thesis.
机译:在诸如稳定卫星之类的不同类型的航天器中,姿态确定和控制系统(ADCS)负责稳定并实现航天器的所需旋转运动。取决于其应用,许多卫星可能需要三轴稳定系统,因此需要一种能够施加三轴旋转运动的设备。这些扭矩通常由一组至少三个反作用轮(RW)施加,但通常其中四个用于冗余和优化目的。 ud 60多年前,有人提出了这组RW的另一种装置:反应球( RS),但这些设计的性能无法与使用RW获得的设计相媲美。 ud反应球的主要思想是将三个或四个旋转质量用单个质量替换为可加速的空心球形状, ud最近,人们提出并制造了一种新型的反应球概念,其中球形致动器被磁悬浮,并且可以通过电子围绕任何所需的轴被扭力。该设计包括一个八极永磁球形转子和一个带有电磁体的二十极定子。利用混合解析FEM方法开发并验证了优化设计以及推导力和扭矩模型所需的磁通量模型,并利用了球谐分解的优势,该方法允许通过以下方法对系统进行建模和控制:磁信息,称为磁态或磁方向,而无需明确知道转子的物理方向。 ud由CSEM SA开发的这种设计能够磁悬浮并获得围绕任何给定轴的最高300 rpm的角速度,但它面对一些限制。为了管理所存储的角动量,并且出于闭环控制的目的,需要测量定子内部的转子的角速度。由于没有直接测量此大小的方法,因此开发了一种基于确定定子线圈中感应的反电动势电压的技术,并进行了实验验证。然而,这种直接方法特别容易受到转子磁通密度畸变的影响。另外,已经完成了一些通过使用转子方向而不是磁态来实现扩展卡尔曼滤波器的工作,但是该算法过于繁重,无法实时实现。 ud本文中,一种基于线性参数的新颖方法-提出了变化的卡尔曼滤波器观测器。此方法尝试结合先前方法进行角速度估计的主要优点,例如利用上述球谐分解和反电动势电压估计获得的快速计算和执行时间,以及噪声过滤和估计的最优性,在特定条件和条件下,使用Kalman滤波器获得。 ud通过分别利用磁态和传感器测量值作为参数和输入,得出可用系统的状态空间模型,从而得出线性参数变化模型,其中提议的Kalman滤波器观测器是基于该观测器的,并以此方式获得了新颖的LPV KF估计器。 ud使用真实的原型在仿真和实验中对该估计器进行了验证和分析,在角速度闭环控制系统中使用时获得了可喜的结果,尤其适用于高角速度,其中期望值附近的振荡减少了振幅的两倍或三倍,这些噪声振荡被正弦偏差所代替。但是,可以相信,通过改进闭环系统中使用的控制技术使其更适合所建议的观察者,可以进一步提高获得的性能,因为应该考虑整个系统(球体,估计器和控制器) ud我们相信,本文的工作将继续以瑞士中心电子技术中心的基线为可用的反应球原型进行标记,从而为关键问题之一的改进和提出了有希望的替代方案:角速度估计。尽管如此,该系统仍未充分准备,需要研究本文中显示的一些问题。

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    Borque Gallego Guzmán;

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  • 年度 2016
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  • 正文语种 eng
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