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神经网络补偿的挠性卫星敏捷姿态机动
引用本文:耿云海,吴炜平,马玉海.神经网络补偿的挠性卫星敏捷姿态机动[J].哈尔滨工业大学学报,2012,44(5):31-35.
作者姓名:耿云海  吴炜平  马玉海
作者单位:哈尔滨工业大学卫星技术研究所,150001哈尔滨;哈尔滨工业大学卫星技术研究所,150001哈尔滨;中国运载火箭技术研究院研发中心,100076北京;哈尔滨工业大学卫星技术研究所,150001哈尔滨
基金项目:国家自然科学基金资助项目( 60904051)
摘    要:采用单框架控制力矩陀螺( SGCMG)作为主要执行机构,研究了挠性卫星的敏捷机动问题.首先,为 挠性卫星建立带有时变参数及模型不确定性的刚柔耦合动力学模型;配置控制力矩陀螺/飞轮混合执行机构 以满足敏捷卫星快速机动和高精度的任务需求.然后,设计积分型变结构控制律,并利用神经网络补偿器逼 近不确定项,消除卫星挠性耦合特性和模型不确定性对系统的影响,最后,对算法进行了仿真验证.结果表明 所设计的控制系统能够在执行机构不产生奇异的前提下,有效地抑制挠性附件的振动,使卫星在外界干扰及 模型不确定性的影响下,快速达到要求的指向精度和稳定度

关 键 词:挠性敏捷卫星  积分型变结构  振动抑制  神经网络

Neural network compensation of flexible satellite rapid maneuver
GENG Yun-hai,WU Wei-ping and MA Yu-hai.Neural network compensation of flexible satellite rapid maneuver[J].Journal of Harbin Institute of Technology,2012,44(5):31-35.
Authors:GENG Yun-hai  WU Wei-ping and MA Yu-hai
Affiliation:Research Center of Satellite Technology, Harbin Institute of Technology, 150001 Harbin, China;Research Center of Satellite Technology, Harbin Institute of Technology, 150001 Harbin, China; R&D Center, China Academy of Launch Vehicle Technology, 100076 Beijing, China;Research Center of Satellite Technology, Harbin Institute of Technology, 150001 Harbin, China
Abstract:Employing the single-gimbal control moment gyroscope( SGCMG) as the main actuator, this paper deals with the rapid maneuver problem of flexible satellite. Firstly, a rigid-flexible coupled dynamics model with variable parameters and model uncertainties is established for the flexible satellite, and the mixed actuator consisting of CMG and RW is configured for agile satellite to meet the requirements of rapid maneuver ability and high precision. Then, a variable structure control law of the integral type is designed with a neural net- work to estimate the uncertainties and eliminate their effects on the system. Finally, the proposed algorithm is validated by simulation. Simulation results show that under external disturbances and model uncertainties, the designed system could suppress vibrations of flexible appendages and achieve the pointing accuracy and high stable accuracy required rapidly without encountering singularities of the actuator
Keywords:flexible agile satellite  integral variable structure  vibration suppression  neural network
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