FUZZY MANTIG‘I ASOSIDA PO‘LAT ERITISH TEXNOLOGIK JARAYONI INTENSIVLIGINI OSHIRISH

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Nashr etilgan: 16.08.2025
DOI: https://doi.org/10.70769/3030-3214.SRT.3.3.2025.7
Kalit so‘zlar:
po‘lat eritish, Fuzzy mantig‘i, yoy uzunligi, Gauss funksiyasi, Mamdani algoritmi, avtomatik boshqaruv, elektrodlar harakati

Maqolaning Asosiy Qismi

Raxmonov, I.U.
Doctor of Technical Sciences, Professor, Head of the Department of Electrical Supply, Tashkent State Technical University, Tashkent, Uzbekistan
Qorjobova, M.F.
PhD Doctoral student of the Department of Electrical Supply, Tashkent State Technical University, Tashkent, Uzbekistan

Annotatsiya

Ushbu maqolada 30 tonnalik elektrda po‘lat eritish pechida (DSP-30) yuz beradigan murakkab va noaniq texnologik jarayonlarni boshqarishda fuzzy mantiq tizimining qo‘llanilishi tahlil qilinadi. Tadqiqotlar natijasida aniqlandiki, eritish jarayonining 80 foizi (42 daqiqa) elektr yoy yordamida amalga oshiriladi. An’anaviy boshqaruv tizimlarida elektr yoy toki 17 kA dan keskin oshib yoki kamayib ketishi natijasida ishlab chiqarish to‘xtab qolish holatlari aniqlangan. Shu sababli, maqolada Fuzzy tizimi orqali elektr yoy toki, kuchlanishning Gauss funksiyalari asosida fuzzifikatsiya qilingan. Elektr yoy tokining 17–38 kA, kuchlanishning -6% dan +8% gacha bo‘lgan kritik chegaralari asosida lingvistik toifalar ishlab chiqilgan. Mamdani algoritmi asosida 17–20 daqiqalik eritish davrida elektrodlarning optimal boshqaruvi ta'minlanib, energiya tejamkorligi, elektrod sarfi kamayishi va mahsulot unumdorligi oshishi kabi natijalarga erishilgan. Tadqiqot natijalari Fuzzy boshqaruv tizimining an’anaviy tizimlarga integratsiya qilinishi orqali po‘lat eritish texnologik jarayonining samarali boshqaruvni ta’minlashi asosida texnologik jarayon intensivligini oshirishiq aniqlangan.

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Jild 3 № 3 (2025)

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Iqtibos keltirish tartibi

Raxmonov, I. U., & Qorjobova, M. F. (2025). FUZZY MANTIG‘I ASOSIDA PO‘LAT ERITISH TEXNOLOGIK JARAYONI INTENSIVLIGINI OSHIRISH. Sanoatda Raqamli Texnologiyalar, 3(3), 16-21. https://doi.org/10.70769/3030-3214.SRT.3.3.2025.7

Adabiyotlar ro‘yxati

1. Paranchuk Y., Shabatura Y., Kuznyetsov O. The electrodes positioning control system for the electric arc furnace based on fuzzy logic. In: Proceedings of the IEEE International Conference on Modern Electrical and Energy Systems, Kremenchuk, Ukraine, 21–24 September 2021, pp. 1–5. DOI: https://doi.org/10.1109/MEES52427.2021.9598585

2. Moghadasian M., Al-Nasser E. Modelling and control of electrode system for an electric arc furnace. In: 2nd International Conference on Research in Science, Engineering and Technology (ICRSET-2014), Dubai, UAE, March 21–22, 2014. Available at: http://dx.doi.org/10.15242/IIE.E0314558. DOI: https://doi.org/10.15242/IIE.E0314558

3. Rakhmonov I.U., Ushakov V.Ya., Najimova A.M., Obidov K.K., Suleymanov S.R. Mathematical modeling for minimizing electricity consumption in industrial enterprises with continuous production. Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering, 2024, vol. 335, no. 4, pp. 43–51. (In Russ.) DOI: 10.18799/24131830/2024/4/4423 DOI: https://doi.org/10.18799/24131830/2024/4/4423

4. Wang L.-X., Mendel J.M. Back-propagation fuzzy system as nonlinear dynamic system identifiers. In: Proceedings of the IEEE International Conference on Fuzzy Systems, San Diego, CA, USA, 8–12 March 1992, pp. 1409–1418 DOI: https://doi.org/10.1109/FUZZY.1992.258711

5. Rakhmonov I.U., Ushakov V.Ya., Niyozov N.N., Kurbonov N.N. Forecasting electricity consumption by LSTM neural network. Bulletin of the Tomsk Polytechnic University. Geo Assets Engineering, 2023, vol. 334, no. 12, pp. 125–133. (In Russ.) DOI: 10.18799/24131830/2023/12/4407 Maslov D.V. Study of mechanical processes during electrode impact with scrap. In: Science. Technologies. Innovations: Proceedings of the All-Russian Scientific Conference of Young Scientists, in 10 parts, part 6. Novosibirsk: NSTU Publishing House, 2013, pp. 18–22. (In Russ.). DOI: https://doi.org/10.18799/24131830/2023/12/4407

6. Napoles-Baez Y., Gonzalez-Yero G., Martínez R., Valeriano Y., Nuñez-Alvarez J.R., Llosas-Albuerne Y. Modeling and control of the hydraulic actuator in a ladle furnace. Heliyon, 2022, vol. 8, e11857. DOI: https://doi.org/10.1016/j.heliyon.2022.e11857 DOI: https://doi.org/10.1016/j.heliyon.2022.e11857

7. Nikolaev A.A., Tulupov P.G., Astashova G.V. The comparative analysis of electrode control systems of electric arc furnaces and ladle furnaces. In: 2nd International Conference on Industrial Engineering, Applications, and Manufacturing. ICIEAM-2016, 2016, pp. 1–7. DOI: https://doi.org/10.1109/ICIEAM.2016.7910888

8. Liu Y.-J., Chang G.W., Hong R.-C. Curve-fitting-based method for modeling voltage-current characteristic of an AC electric arc furnace. Electric Power Systems Research, 2010, vol. 80, no. 7, pp. 807–814. DOI: https://doi.org/10.1016/j.epsr.2009.10.015

9. Ghiormez L., Prostean O. Electric arc current control for an electric arc furnace based on fuzzy logic. In: Proceedings of the IEEE 10th Jubilee International Symposium on Applied Computational Intelligence and Informatics, Timisoara, Romania, 21–23 May 2015, pp. 359–364. DOI: https://doi.org/10.1109/SACI.2015.7208229

10. Maslov D.V. Determination of key parameters affecting the integrity of electrode columns in arc furnaces. Elektrotekhnika, 2013, no. 8, pp. 43–47. (In Russ.) DOI: https://doi.org/10.3103/S1068371213080099

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