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004.021:004.89:629.78 (1) |
Информационные технологии. Вычислительная техника. Обработка данных (4276) |
Искусственный интеллект (314) |
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![]() MELNIC, Vladimir. Attitude control of the nanosatellite using a hybrid fuzzy algorithm by means of the reaction wheels. In: Journal of Engineering Sciences, 2023, vol. 30, nr. 2, pp. 104-116. ISSN 2587-3474. DOI: https://doi.org/10.52326/jes.utm.2023.30(2).09 |
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Journal of Engineering Sciences | ||||||
Volumul 30, Numărul 2 / 2023 / ISSN 2587-3474 /ISSNe 2587-3482 | ||||||
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DOI:https://doi.org/10.52326/jes.utm.2023.30(2).09 | ||||||
CZU: 004.021:004.89:629.78 | ||||||
Pag. 104-116 | ||||||
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Numerous application fields of automation the industrial processes have demonstrated favorable outcomes with modern control algorithms that rely on artificial intelligence. Therefore, some researchers have endeavored to implement these algorithms in the attitude control of satellites by evaluating their performance in simulated scenarios. However, due to the associated cost and risks, there is a scarcity of experimental data available for testing new attitude control algorithms on a real satellite. To address this issue, simulation of satellite positioning based on the dynamic model of the satellite with reaction wheels was carried out to perform a comparative analysis of a hybrid proportional integral and derivative (PID) fuzzy control algorithm and a classical PID control algorithm, regarding the analysis of the obtained performances. The obtained results indicate that using a Hybrid Fuzzy PID control algorithm produces better performances, than the PID control algorithm. |
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Cuvinte-cheie PID controller, fuzzy logic, Attitude Control, Satellites, Hybrid Fuzzy PID controller, regulator PID, Logica Fuzzy, controlul atitudinii, satelit, fuzzy PID hibrid regulator |
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