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Implementation of Intelligent Systems into the Navigation and Ballistic Support for Spacecraft Control

Transactions of IAA RAS, issue 64, 24–30 (2023)

Keywords: spacecraft, navigation and ballistic support, intelligent system, technological cycle, emergency situation

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Abstract

The issues of creating advanced space technologies for navigation and ballistic support (NBS) for spacecraft control using artificial intelligence systems are investigated. The contingency situations that arise in the practice of managing complex systems and complexes during flight tests and technological cycles of NBS in normal operation are considered. The requirement of a high-level automating spacecraft control loop involves the use of an increased degree of intellectual component, in particular, combined calculation-logical and expert systems focused on computational algorithms with the storage of unique knowledge and data in the field of the subject component of space technology. Examples from the practice of operational NBS of using hybrid expert systems for decision-making in the process of the technological cycle of work performance are given. In particular, the author considered the solution of generalized ill-posed NBS problems, the concept of a hybrid technology implementation to ensure the functioning of information systems for settlement support in the event of failures in the stages of solving individual problems. The issue of using ground-based control complex in case of disputes is discussed that requires to improve the quality and efficiency of planning how to use the means of interaction with the spacecrafts.

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V. V. Betanov. Implementation of Intelligent Systems into the Navigation and Ballistic Support for Spacecraft Control // Transactions of IAA RAS. — 2023. — Issue 64. — P. 24–30.

@article{betanov2023,
  abstract = {The issues of creating advanced space technologies for navigation and ballistic support (NBS) for spacecraft control using artificial intelligence systems are investigated. The contingency situations that arise in the practice of managing complex systems and complexes during flight tests and technological cycles of NBS in normal operation are considered. The requirement of a high-level automating spacecraft control loop involves the use of an increased degree of intellectual component, in particular, combined calculation-logical and expert systems focused on computational algorithms with the storage of unique knowledge and data in the field of the subject component of space technology.
Examples from the practice of operational NBS of using hybrid expert systems for decision-making in the process of the technological cycle of work performance are given. In particular, the author considered the solution of generalized ill-posed NBS problems, the concept of a hybrid technology implementation to ensure the functioning of information systems for settlement support in the event of failures in the stages of solving individual problems. The issue of using ground-based control complex in case of disputes is discussed that requires to improve the quality and efficiency of planning how to use the means of interaction with the spacecrafts.},
  author = {V.~V. Betanov},
  doi = {10.32876/ApplAstron.64.24-30},
  issue = {64},
  journal = {Transactions of IAA RAS},
  keyword = {spacecraft, navigation and ballistic support, intelligent system, technological cycle, emergency situation},
  pages = {24--30},
  title = {Implementation of Intelligent Systems into the Navigation and Ballistic Support for Spacecraft Control},
  url = {http://iaaras.ru/en/library/paper/2142/},
  year = {2023}
}

TY  - JOUR
TI  - Implementation of Intelligent Systems into the Navigation and Ballistic Support for Spacecraft Control
AU  - Betanov, V. V.
PY  - 2023
T2  - Transactions of IAA RAS
IS  - 64
SP  - 24
AB  - The issues of creating advanced space technologies for navigation and
ballistic support (NBS) for spacecraft control using artificial
intelligence systems are investigated. The contingency situations
that arise in the practice of managing complex systems and complexes
during flight tests and technological cycles of NBS in normal
operation are considered. The requirement of a high-level automating
spacecraft control loop involves the use of an increased degree of
intellectual component, in particular, combined calculation-logical
and expert systems focused on computational algorithms with the
storage of unique knowledge and data in the field of the subject
component of space technology.  Examples from the practice of
operational NBS of using hybrid expert systems for decision-making in
the process of the technological cycle of work performance are given.
In particular, the author considered the solution of generalized ill-
posed NBS problems, the concept of a hybrid technology implementation
to ensure the functioning of information systems for settlement
support in the event of failures in the stages of solving individual
problems. The issue of using ground-based control complex in case of
disputes is discussed that requires to improve the quality and
efficiency of planning how to use the means of interaction with the
spacecrafts.
DO  - 10.32876/ApplAstron.64.24-30
UR  - http://iaaras.ru/en/library/paper/2142/
ER  -