Artificial Neural Networks for Control and Propagation of Low-Thrust Trajectories

被引：0

作者：

Sorokin, A. V. ^{[1
]}

Shirobokov, M. G. ^{[2
]}

Trofimov, S. P. ^{[2
]}

机构：

[1] Moscow Inst Phys & Technol, Moscow, Russia

[2] Keldysh Inst Appl Math, Moscow, Russia

来源：

XLIII ACADEMIC SPACE CONFERENCE, DEDICATED TO THE MEMORY OF ACADEMICIAN S P KOROLEV AND OTHER OUTSTANDING RUSSIAN SCIENTISTS - PIONEERS OF SPACE EXPLORATION | 2019年 / 2171卷

基金：

俄罗斯基础研究基金会;

关键词：

OPTIMIZATION; SPACECRAFT;

D O I：

10.1063/1.5133368

中图分类号：

P1 [天文学];

学科分类号：

0704 ;

摘要：

The work is devoted to the design of artificial neural networks which can be used for the orbital control of a spacecraft equipped with a low-thrust engine. The problem of energy-optimal transfer between two points is considered. Two neural networks are constructed: the predictive one and the controlling one. Their architecture, learning algorithms, and the performance in the presence of unaccounted disturbances are given.

引用

页数：7

共 50 条

[41] Direct-to-indirect mapping for optimal low-thrust trajectories
David Ottesen
Ryan P. Russell
Astrodynamics, 2024, 8 : 27 - 46
[42] Low-thrust interplanetary transfers, including escape and capture trajectories
Gao, Yang
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2007, 30 (06) : 1814 - 1818
[43] On constant-amplitude low-thrust lunar probe trajectories
Wang, J.
Cui, N.G.
Liu, D.
Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2001, 22 (01): : 6 - 9
[44] Optimal multi-objective low-thrust spacecraft trajectories
Coverstone-Carroll, V
Hartmann, JW
Mason, WJ
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2000, 186 (2-4) : 387 - 402
[45] AN APPROXIMATE SOLUTION FOR ASCENDING LOW-THRUST TRAJECTORIES WITHOUT SINGULARITY
SHI, YY
ECKSTEIN, MC
AIAA JOURNAL, 1967, 5 (01) : 170 - &
[46] Low-thrust optimal trajectories for rendezvous with near earth asteroids
Bertrand, R
Foliard, J
PROCEEDINGS OF THE 18TH INTERNATIONAL SYMPOSIUM ON SPACE FLIGHT DYNAMICS, 2004, 548 : 481 - 486
[47] FEASIBILITY REGIONS OF BOUNDARY VALUE PROBLEMS OF LOW-THRUST TRAJECTORIES
Yam, Chit Hong
Campagnola, Stefano
Kawakatsu, Yasuhiro
Shing, Ming Tony
SPACEFLIGHT MECHANICS 2016, PTS I-IV, 2016, 158 : 605 - 614
[48] Optimal low-thrust interplanetary trajectories by direct method techniques
Kluever, CA
JOURNAL OF THE ASTRONAUTICAL SCIENCES, 1997, 45 (03): : 247 - 262
[49] Constant tangential low-thrust trajectories near an oblate planet
Sukhanov, AA
Prado, AFBD
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2001, 24 (04) : 723 - 731
[50] Low-thrust guidance scheme for Earth-capture trajectories
Gao, Y
Kluever, CA
ASTRODYNAMICS 2003, PTS 1-3, 2003, 116 : 2173 - 2187

← 1 2 3 4 5 →