This paper is devoted to the modeling and synthesis of an adaptive neuro-fuzzy control system for steam generator temperature. Temperature control systems play an important role in industry because accurate and stable control is a prerequisite for the efficient operation of steam systems. Traditional control methods based on mathematical models and fixed parameter controllers may have limitations in providing optimal performance and adapting to changing operating conditions. The paper proposes a synthesized system combining fuzzy logic and adaptation methods to achieve more accurate and stable temperature control. A detailed structural diagram of the system, modeling, and tuning methods are presented. The results of the study can be applied to improve the efficiency and reliability of temperature control in steam generators in various industries. The proposed control system has the potential for application in various industrial sectors where accurate and adaptive temperature control of steam generators is required. It can help to improve process efficiency and reduce energy costs.
| Mualliflar | Isomiddin Xakimovich Siddikov, Дилноза Умурзакова |
|---|---|
| Jurnal | Кимёвий технология. Назорат ва бошқарув |
| Nashriyot | Тошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги |
| ISSN | 2181-1105, 1815-4840 |
| Nashr sanasi | 2024-06-29 |
| Jild | 2024 |
| Son | 3 |
| Betlar | 48-58 |
| Til | Ingliz |
| Ilmiy soha | Kimyo |
| DOI | 10.59048/2181-1105.1583 |
| Indeksga qo‘shilgan | 2026-09-02 |
DOI: 10.59048/2181-1105.1583 · Maqolaning asl sahifasi
| APA | Isomiddin Xakimovich Siddikov, & Дилноза Умурзакова (2024). SYNTHESIS OF AN ADAPTIVE NEURO-FUZZY CONTROL SYSTEM FOR STEAM GENERATOR TEMPERATURE. Кимёвий технология. Назорат ва бошқарув, 2024(3), 48-58. https://doi.org/10.59048/2181-1105.1583 |
|---|---|
| GOST (OAK) | Isomiddin Xakimovich Siddikov, Дилноза Умурзакова SYNTHESIS OF AN ADAPTIVE NEURO-FUZZY CONTROL SYSTEM FOR STEAM GENERATOR TEMPERATURE // Кимёвий технология. Назорат ва бошқарув. – 2024. – T. 2024, № 3. – P. 48-58. – DOI: 10.59048/2181-1105.1583. |
| MLA | Isomiddin Xakimovich Siddikov, and Дилноза Умурзакова. “SYNTHESIS OF AN ADAPTIVE NEURO-FUZZY CONTROL SYSTEM FOR STEAM GENERATOR TEMPERATURE.” Кимёвий технология. Назорат ва бошқарув, 2024(3), 48-58, 2024. https://doi.org/10.59048/2181-1105.1583 |
| Chicago | Isomiddin Xakimovich Siddikov, and Дилноза Умурзакова. “SYNTHESIS OF AN ADAPTIVE NEURO-FUZZY CONTROL SYSTEM FOR STEAM GENERATOR TEMPERATURE.” Кимёвий технология. Назорат ва бошқарув, 2024(3), 48-58 (2024). https://doi.org/10.59048/2181-1105.1583 |
| Harvard | Isomiddin Xakimovich Siddikov, and Дилноза Умурзакова (2024) ‘SYNTHESIS OF AN ADAPTIVE NEURO-FUZZY CONTROL SYSTEM FOR STEAM GENERATOR TEMPERATURE’, Кимёвий технология. Назорат ва бошқарув, 2024(3), 48-58. https://doi.org/10.59048/2181-1105.1583 |
| BibTeX | @article{isomiddinxakimovichsiddikov2024,
title = {SYNTHESIS OF AN ADAPTIVE NEURO-FUZZY CONTROL SYSTEM FOR STEAM GENERATOR TEMPERATURE},
author = {Isomiddin Xakimovich Siddikov and Дилноза Умурзакова},
journal = {Кимёвий технология. Назорат ва бошқарув},
year = {2024},
volume = {2024},
number = {3},
pages = {48-58},
doi = {10.59048/2181-1105.1583},
url = {https://doi.org/10.59048/2181-1105.1583}
} |
Boshqa maqola uchun iqtibos tayyorlash
This article proposes modern approaches to the problem of noise reduction in images using neural networks and also analyses the possibilities of noise reduction using neural networks. The convolutional neural network…
The control of the movement of the drilling tool and the structure of the well are considered. An effective control algorithm for drilling systems that provides control of well trajectory parameters is analyzed. In…
The issue of identifying recirculation systems with a specific control loop, in which information and control information about various technological processes circulate, is being considered. A methodology for…
The development of algorithms for noise-tolerant and high-speed measurement systems involves an integrated approach that encompasses methods of data processing and transmission, as well as mechanisms for rapid response…
Greenhouse is an important application scene of modern agriculture. In this paper, a set of greenhouse environmental monitoring, facility remote control and production management system is designed and implemented based…
This paper presents the results of a study of the parameters of a new technological scheme for the extraction of uranium from technogenic uranium ores. The results of the analytical determination of the concentration of…
In-depth scientific research is being conducted around the world aimed at developing the scientific and methodological foundations of energy-saving extractors, processing medicinal plants, increasing the efficiency of…
The paper considers the issues of synthesizing a predictor controller as part of a control system for a non-stationary dynamic plant with a predictive model. Technological processes in industry, in essence, have…
Agricultural products provide significant growth in export earnings for many countries and provide food globally. Fruits and vegetables are perishable foods due to their high moisture content. Therefore, most…
This article discusses methods of low capacitance measurement of capacitive sensors. The results of the study of the amplitude-frequency (AF) and phase-frequency (PF) response of measurement circuits of capacitive…
Кимёвий технология. Назорат ва бошқарув — barcha maqolalar · 2024-yil arxivi
Ushbu maqolada ingliz tilini xorijiy til sifatida o‘rganishda yangi so‘zlarni vizual va verbal usullar orqali o‘zlashtirish samaradorligi tahlil qilinadi. Tadqiqotda vizual materiallar (rasmlar, grafik tasvirlar va…
Ushbu maqolada mashina tarjimasi (MT) vositalarining Toshkent Kimyo xalqaro universitetida tahsil olayotgan o‘zbek-ingliz ikki tilli talabalarning ingliz tilidagi yozma ishlarida uchraydigan xatolarga ta’siri…
Maqolada 1892-yilda “Туркестанские ведомости” gazetasida chop etilgan Sattorxon Abdulg'afforovning “Qo'qon xonligining ruslar tomonidan istilo etilishidan oldingi ichki ahvoli haqida qisqacha ocherk” asarining…
This article examines the linguistic units and metaphorical fields that structure English ecological discourse — the texts that construct public understanding of nature and environmental crisis. Drawing on Conceptual…
Maqolada 1929–1930-yillardan boshlab O‘zbekiston SSRda amalga oshirilgan yalpi kollektivlashtirish, “quloqlarni sinf sifatida tugatish” siyosati va majburiy surgunning mahalliy jamiyat hayotiga ta’siri Farg‘ona vodiysi…
Amudaryo quyi oqimidagi sugʻoriladigan hududlarda qishloq xoʻjaligi qurgʻoqchiligini asosan yogʻin emas, balki daryodan olinadigan suv hajmi belgilaydi. Tadqiqotda Xorazm viloyatida bir yillik (2000, 2008, 2011) va…