Self-Organizing Control Systems for Nonlinear Spacecraft in the Class of Structurally Stable Mappings

Abdiramanov O. Taiman D. Beisenbi M. Rakhimzhanova M. Omirzak I.
2023 Science and Information Organization

International Journal of Advanced Computer Science and Applications
2023 #14 Issue 11 786 - 792 pp.

In recent developments within the domain of aerospace engineering, there is a burgeoning interest in the autonomous control of nonlinear spacecraft using advanced methodologies. The present research delves deep into the realm of self-organizing control systems tailored for such nonlinear spacecraft, emphasizing its application within the framework of structurally stable mappings. By harnessing the inherent characteristics of structurally stable mappings — often renowned for their resilience to minor perturbations and local modifications — this research endeavors to design a control mechanism that mitigates the challenges presented by the intrinsic nonlinearity of spacecraft dynamics. Initial findings suggest a commendable enhancement in spacecraft maneuverability and robustness against unforeseen disturbances. Furthermore, the employment of self-organization principles leads to an adaptive and resilient system that can reconfigure its control strategies in real-time, basing decisions on immediate environmental feedback. This adaptability, in essence, mimics biological systems that evolve and adapt in the face of challenges. Such a breakthrough in nonlinear spacecraft control not only widens the horizons for space exploration by making missions safer and more efficient but also contributes foundational knowledge to the broader field of nonlinear dynamic system controls. Researchers and practitioners are encouraged to explore this synergistic combination of self-organization and structurally stable mappings to further harness its potential in diverse arenas beyond aerospace.

classification , CNN , deep learning , Impulsive sound , LSTM , machine learning

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L.N. Gumilyov Eurasian National University, Astana, Kazakhstan
Astana IT University, Astana, Kazakhstan

L.N. Gumilyov Eurasian National University
Astana IT University

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