Model Predictive Control approach for guidance of spacecraft rendezvous and proximity maneuvering

被引:179
|
作者
Di Cairano, S. [2 ]
Park, H. [1 ]
Kolmanovsky, I. [1 ]
机构
[1] Univ Michigan, Dept Aerosp Engn, Ann Arbor, MI 48109 USA
[2] Mitsubishi Elect Res Labs, Cambridge, MA USA
关键词
spacecraft rendezvous and proximity maneuvering; spacecraft guidance; spacecraft docking; constrained control; Model Predictive Control; debris avoidance; DESIGN;
D O I
10.1002/rnc.2827
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Traditionally, rendezvous and proximity maneuvers have been performed using open-loop maneuver planning techniques and ad hoc error corrections. In this paper, a Model Predictive Control (MPC) approach is applied to spacecraft rendezvous and proximity maneuvering problems in the orbital plane. We demonstrate that various constraints arising in these maneuvers can be effectively handled with the MPC approach. These include constraints on thrust magnitude, constraints on spacecraft positioning within Line-of-Sight cone while approaching the docking port on a target platform, and constraints on approach velocity to match the velocity of the docking port. The two cases of a nonrotating and a rotating (tumbling) platform are treated separately, and trajectories are evaluated in terms of maneuver time and fuel consumption. For the case when the platform is not rotating and the docking port position is fixed with respect to the chosen frame, an explicit offline solution of the MPC optimization problem is shown to be possible; this explicit solution has a form of a piecewise affine control law suitable for online implementation without an on-board optimizer. In the case of a fast rotating platform, it is, however, shown that the prediction of the platform rotation is necessary to successfully accomplish the maneuvers and to reduce fuel consumption. Finally, the proposed approach is applied to debris avoidance maneuvers with the debris in the spacecraft rendezvous path. The significance of this paper is in demonstrating that Model Predictive Control can be an effective feedback control approach to satisfy various maneuver requirements, reduce fuel consumption, and provide robustness to disturbances. Copyright (c) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码:1398 / 1427
页数:30
相关论文
共 50 条
  • [1] LINEAR QUADRATIC MODEL PREDICTIVE CONTROL APPROACH TO SPACECRAFT RENDEZVOUS AND DOCKING
    Park, Hyeongjun
    Di Cairano, Stefano
    Kolmanovsky, Ilya
    [J]. SPACEFLIGHT MECHANICS 2011, PTS I-III, 2011, 140 : 565 - +
  • [2] A Tutorial on Model Predictive Control for Spacecraft Rendezvous
    Hartley, Edward N.
    [J]. 2015 EUROPEAN CONTROL CONFERENCE (ECC), 2015, : 1355 - 1361
  • [3] Learning Reference Governor for Constrained Spacecraft Rendezvous and Proximity Maneuvering
    Ikeya, Kosuke
    Liu, Kaiwen
    Girard, Anouck
    Kolmanovsky, Ilya
    [J]. JOURNAL OF SPACECRAFT AND ROCKETS, 2023, 60 (04) : 1127 - 1141
  • [4] Spacecraft Proximity Maneuvering and Rendezvous With Collision Avoidance Based on Reinforcement Learning
    Qu, Qingyu
    Liu, Kexin
    Wang, Wei
    Lu, Jinhu
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2022, 58 (06) : 5823 - 5834
  • [5] SAFE SPACECRAFT RENDEZVOUS WITH CONSTRAINED MODEL PREDICTIVE CONTROL
    Buyukkocak, Ali Tevfik
    Tekinalp, Ozan
    [J]. ASTRODYNAMICS 2018, PTS I-IV, 2019, 167 : 883 - 895
  • [6] Model predictive control for spacecraft rendezvous in elliptical orbit
    Li, Peng
    Zhu, Zheng H.
    [J]. ACTA ASTRONAUTICA, 2018, 146 : 339 - 348
  • [7] Model predictive control for close-proximity maneuvering of spacecraft with adaptive convexification of collision avoidance constraints
    Wang, Xun
    Li, Yanyan
    Zhang, Xueyang
    Zhang, Rui
    Yang, Daoning
    [J]. ADVANCES IN SPACE RESEARCH, 2023, 71 (01) : 477 - 491
  • [8] Model predictive control system design and implementation for spacecraft rendezvous
    Hartley, Edward N.
    Trodden, Paul A.
    Richards, Arthur G.
    Maciejowski, Jan M.
    [J]. CONTROL ENGINEERING PRACTICE, 2012, 20 (07) : 695 - 713
  • [9] Terminal spacecraft rendezvous and capture with LASSO model predictive control
    Hartley, Edward N.
    Gallieri, Marco
    Maciejowski, Jan M.
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2013, 86 (11) : 2104 - 2113
  • [10] Sum-of-Norms Model Predictive Control for Spacecraft Maneuvering
    Leomanni, Mirko
    Bianchini, Gianni
    Garulli, Andrea
    Giannitrapani, Antonio
    Quartullo, Renato
    [J]. IEEE CONTROL SYSTEMS LETTERS, 2019, 3 (03): : 649 - 654