首页 >

基于自适应混合动态规划的欠驱动航天器姿态容错控制(先进飞行器安全控制专栏)

刘切1,卢俊颖1,谢非2,李文博3   

  1. 1. 重庆大学
    2. 重庆大学A区
    3. 北京控制工程研究所
  • 收稿日期:2025-07-08 修回日期:2025-10-28 出版日期:2025-10-30 发布日期:2025-10-30
  • 通讯作者: 李文博
  • 基金资助:
    国家自然科学基金;空间智能控制技术重点实验室

Adaptive Hybrid Dynamic Programming for Fault Tolerant Attitude Control of Underactuated Spacecraft

  • Received:2025-07-08 Revised:2025-10-28 Online:2025-10-30 Published:2025-10-30
  • Contact: Wen-Bo LI
  • Supported by:
    National Natural Science Foundation of China

摘要: 针对欠驱动航天器在执行机构故障下的姿态跟踪控制问题,同时考虑跟踪精度与控制能耗两个目标, 提出一种基于自适应混合动态规划的最优容错控制方法。该方法首先在无执行器故障条件下将控制器设计转化成最优控制问题,并利用自适应混合动态规划方法构建近似最优控制策略,实现控制能耗和跟踪精度之间的平衡。为实现执行器故障下的容错控制,建立了基于故障估计与控制补偿的容错方案,针对执行器乘性故障和加性故障的不同特性,基于自适应故障观测器构建在线估计技术,然后通过补偿控制策略,使执行器故障下的实际输出接近无故障控制效果,达到容错控制目的。对上述控制系统,通过设计李雅普诺函数,证明了系统在执行器故障下的闭环稳定性。仿真对比实验表明,本文方法相较于传统容错控制方法,实现了更高的跟踪精度和故障估计准确度。

关键词: 欠驱动航天器, 执行机构故障, 姿态跟踪控制, 自适应混合动态规划, 容错控制, 自适应故障观测器

Abstract: Aiming at the attitude tracking control of underactuated spacecraft subject to actuator faults, with concurrent objectives of tracking accuracy and control energy consumption, this paper proposes an optimal fault tolerant control scheme based on adaptive hybrid dynamic programming (AHDP). First, under fault free conditions the control design is cast as an opti-mal control problem, and AHDP is employed to derive an approximate optimal control law that balances energy expendi-ture against tracking performance. To enable fault tolerance, an online compensation framework is developed using adaptive fault observers to separately estimate multiplicative and additive fault parameters; these estimates are then in-corporated into a compensation control law so that the faulty actuator output closely approximates nominal behavior. A Lyapunov based stability analysis proves closed loop robustness of the tracking error in the presence of actuator faults. Comparative simulations demonstrate that, compared with conventional fault tolerant methods, the proposed AHDP based controller achieves improved attitude tracking accuracy and higher fault estimation fidelity.

Key words: underactuated spacecraft, actuator faults, attitude tracking control, adaptive hybrid dynamic programming (AHDP), fault tolerant control, adaptive fault observer

中图分类号: