Model Predictive Control for Satellite Formation Keeping Based n Genetic Algorithm

被引:0
|
作者
Xu, Nuo [1 ]
Lin, Jinxing [1 ]
Miao, Yuhang [1 ]
Gao, Zhifeng [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210023, Peoples R China
来源
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019) | 2019年
基金
中国国家自然科学基金;
关键词
satellite formation; predictive control; genetic algorithm; parameter optimization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a genetic-algorithm-based predictive control strategy to solve the control problem of satellite formation keeping. First, the relative dynamic model of satellites considering J(2) perturbation in elliptic reference orbit is introduced. Then, a predictive controller is proposed to realize the control of the satellite formation. Moreover, in order to improve the control performance, the predictive control parameters P, M, q and r are optimized by genetic algorithm online. Simulation results show that the performance of predictive controller based on genetic algorithm is better than that of the traditional predictive controller.
引用
收藏
页码:1918 / 1923
页数:6
相关论文
共 50 条
  • [31] Thermal Process Control Using Neural Model and Genetic Algorithm
    Honc, Daniel
    Dolezel, Petr
    Merta, Jan
    INTELLIGENT SYSTEMS APPLICATIONS IN SOFTWARE ENGINEERING, VOL 1, 2019, 1046 : 393 - 403
  • [32] Fuzzy-model-based hybrid predictive control
    Nunez, Alfredo
    Saez, Doris
    Oblak, Simon
    Skrjanc, Igor
    ISA TRANSACTIONS, 2009, 48 (01) : 24 - 31
  • [33] A Method of Implicit Generalized Predictive Control Based on Genetic Algorithm and Improved BP Neural Network
    Gao Lin
    Sun Hairong
    Yang Huaishen
    He Tongyu
    SYSTEMS, ORGANIZATIONS AND MANAGEMENT: PROCEEDINGS OF THE 3RD WORKSHOP OF INTERNATIONAL SOCIETY IN SCIENTIFIC INVENTIONS, 2009, : 97 - 105
  • [34] Whale Optimization Algorithm for Weight Tuning of a Model Predictive Control-Based Motion Cueing Algorithm
    Qazani, Mohammad Reza Chalak
    Asadi, Houshyar
    Arogbonlo, Adetokunbo
    Rahimzadeh, Ghazal
    Mohamed, Shady
    Pedrammehr, Siamak
    Lim, Chee Peng
    Nahavandi, Saeid
    2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2021, : 1042 - 1048
  • [35] The disturbance model in model based predictive control
    De Keyser, R
    Ionescu, CM
    CCA 2003: PROCEEDINGS OF 2003 IEEE CONFERENCE ON CONTROL APPLICATIONS, VOLS 1 AND 2, 2003, : 446 - 451
  • [36] UAVs Formation Keeping Control Based on MultiAgent System Consensus
    Wang, Yu
    Cheng, Zunshui
    Xiao, Min
    IEEE ACCESS, 2020, 8 : 49000 - 49012
  • [37] Building energy management model integrating rule-based control algorithm and genetic algorithm
    Gong, Jie
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2025, 14 (01): : 136 - 145
  • [38] Automatic Composition System based on Genetic Algorithm and N-gram Model
    Tomari, Manabu
    Sato, Masayuki
    Osana, Yuko
    2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, : 202 - +
  • [39] Constrained model predictive control of a solid oxide fuel cell based on genetic optimization
    Li, Yiguo
    Shen, Jiong
    Lu, Jianhong
    JOURNAL OF POWER SOURCES, 2011, 196 (14) : 5873 - 5880
  • [40] Robust Model Predictive Current Control Based on Inductance and Flux Linkage Extraction Algorithm
    Zhang, Xiaoguang
    Zhao, Zhihao
    Cheng, Yu
    Wang, Yaoqiang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (12) : 14893 - 14902