Keywords
Abstract
Ushbu maqolada elektr energiya tizimida nosimmetrik qisqa tutashuvlarni aniqlash va oldindan prognoz qilishda raqamli relalar va sun’iy intellekt (AI) texnologiyalarining qo‘llanilishi tahlil qilinadi. Nosimmetrik qisqa tutashuvlar tizimning barqarorligiga salbiy ta’sir ko‘rsatib, transformatorlar, generatorlar va uzatish liniyalarida ortiqcha yuklanish va favqulodda holatlar yuzaga kelishiga olib keladi. Maqolada zamonaviy raqamli relalar yordamida nosimmetrik oqimlar real vaqt rejimida kuzatilib, sun’iy intellekt algoritmlari yordamida qisqa tutashuvlarni prognoz qilish va ularni oldini olish imkoniyatlari ko‘rib chiqiladi. Shuningdek, maqolada nosimmetrik qisqa tutashuvlarni aniqlashning aniqligi, tezkorligi va tizim barqarorligiga ta’siri tahlil qilinadi. Tadqiqot natijalari elektr energiya tizimining xavfsizligini oshirish va favqulodda holatlarni minimallashtirish bo‘yicha amaliy tavsiyalar beradi.
References
1. Kundur, P. (2017). Power system stability and control (2nd ed.). McGraw-Hill Education.
2. Anderson, P. M., & Fouad, A. A. (2008). Power system control and stability (2nd ed.). Wiley-IEEE Press.
3. Rashid, M. H., & Begum, S. (2019). Modeling and mitigation of asymmetrical short circuits in electrical power systems. International Journal of Electrical Power & Energy Systems, 104, 512–522. https://doi.org/10.1016/j.ijepes.2018.06.045
4. El-Saadany, E. F., Salama, M. M. A., & Tsuji, K. (2014). Digital relays and protection of power systems. Electric Power Systems Research, 108, 1–12. https://doi.org/10.1016/j.epsr.2013.08.012
5. Farrokhabadi, M., Ramezani, M., & Fotuhi-Firuzabad, M. (2021). Intelligent protection strategies for distribution networks against asymmetrical faults. Electric Power Components and Systems, 49(2), 145–158. https://doi.org/10.1080/15325008.2020.1819002
6. Mustafakulov, А., Ahmadjonova, U., Jo'raeva, N., & Arzikulov, F. (2021). Свойства синтетических кристаллов кварца. Физико-технологического образование, (3).
7. Мустафакулов, А. А., Джуманов, А. Н., & Арзикулов, Ф. (2021). Альтернативные источники энергии. Academic research in educational sciences, 2(5), 1227-1232.
8. Арзикулов, Ф. Ф., & Мустафакулов, А. А. (2020). Возможности использования возобновляемых источников энергии в узбекистане. НИЦ Вестник науки.
9. Mustafakulov, A. A., & Arzikulov, F. (2020). Current State Of Wind Power Industry. American Journal of Engineering And Technology.(ISSN–2689-0984). Published: September, 14, 32-36.
10. Mustafakulov, A. A., Arzikulov, F. F., & Djumanov, A. (2020). Ispolzovanie Alternativno'x Istochnikov Energii V Gorno'x Rayonax Djizakskoy Oblasti Uzbekistana. Internauka: elektron. nauchn. jurn, 41, 170.
11. Арзикулов, Ф., Мустафакулов, А. А., & Болтаев, Ш. (2020). Глава 9. Рост кристаллов кварца на нейтронно-облученных затравках. ББК 60, (П75), 139.
12. Islomjon, I., & Fazliddin, A. (2025). EFFICIENCY OF MOBILE APPS IN HEALTHCARE: A CASE STUDY OF MED-UZ AI. Modern American Journal of Medical and Health Sciences, 1(2), 19-24.
13. Арзикулов, Ф. Ф., & Мустафакулов, А. А. (2021). Программное обеспечение, измеряющее мощност генератора энергии ветра.
14. Arzikulov, F., & Komiljonov, A. (2025). The role of artificial intelligence in personalized oncology: predictive models and treatment optimization. Academic Journal of Science, Technology and Education, 1(6), 24-33.
15. Mustafakulov, A. A., Arzikulov, F. F., & Dzhumanov, A. (2020). Use of Alternative Energy Sources in the Mountainous Areas of the Jizzakh Region of Uzbekistan. Internauka: electron. scientific. zhurn,(41 (170)).
16. Arzikulov, F., & Komiljonov, A. (2025). AI-powered diagnostic systems in radiology: enhancing precision, speed, and clinical decision-making. Academic Journal of Science, Technology and Education, 1(6), 16-23.
17. Solidjonov, D., & Arzikulov, F. (2021). WHAT IS THE MOBILE LEARNING? AND HOW CAN WE CREATE IT IN OUR STUDYING?. Интернаука, (22-4), 19-21.
18. Arzikulov, F., & Makhsudov, V. (2025). HOW TO CALCULATE OPERATIONS ON MATRICES USING EXCEL. Modern American Journal of Engineering, Technology, and Innovation, 1(2), 119-132.
19. Baxtiyorovna, E. D., Alisherovna, F. N., & Jurayeva, U. O. N. (2024). PROPERTIES OF ELECTRON AND NEUTRON THERAPY. Web of Medicine: Journal of Medicine, Practice and Nursing, 2(10), 137-141.
20. Базарбаев, М. И., & Сайфуллаева, Д. И. (2022). РахиǦ мов Б Т., Ж˲ раева З Р. Роль информационных техǦ нологий в медицине и биомедицинской инженеǦ рии в подготовке будущих специалистов в пеǦ риод цифровой трансформации в образовании. ТТА Ахборотномаси, 10(10), 8Ǧ13.
21. Марасулов, А. Ф., Базарбаев, М. И., Сайфуллаева, Д. И., & Сафаров, У. К. (2018). Подход к обучению математике, информатике, информационным технологиям и их интеграции в медицинских вузах.
22. Bazarbaev, M. I., & Sayfullaeva, D. I. (2025). WHEN ALGORITHMS MEET ANATOMY: UZBEKISTAN'S MEDICAL EDUCATION IN THE AGE OF TECHNOLOGY. Central Asian Journal of Medicine, (4), 35-39.
23. Izzatillaevna, S. D. (2025). USING MATHEMATIC-STATISTICAL METHODS IN MEDICAL RESEARCH FOR RAPID DIAGNOSIS. Web of Discoveries: Journal of Analysis and Inventions, 3(5), 71-74.
24. Gafforov, S., Nazarov, U., & Khalimbetov, G. (2022). On the Pathogenesis of Periodontal Disease in Mineral Metabolism Disorders. Central Asian Journal of Medical and Natural Science, 3(2), 131-136.
25. Gafforov, S., Nazarov, U., Khalimbetov, G., & Tuxtaxodjaevna, N. N. (2023). Oral Conditions with Pathologies of Connective Tissue Dysplasia.
26. IEEE Power & Energy Society. (2020). IEEE standard for electrical power system fault calculations (IEEE Std 141-2020). IEEE.
27. Glover, J. D., Sarma, M. S., & Overbye, T. J. (2016). Power system analysis and design (6th ed.). Cengage Learning.