This paper proposes a concept for intelligent energy management of a distillation column based on an Adaptive Neuro-Fuzzy Inference System (ANFIS) that combines the interpretability of fuzzy logic with the learning capability of artificial neural networks. A structural scheme is developed comprising a neuro-fuzzy plant-identification block, a neuro-fuzzy controller trained by a hybrid algorithm, and an energy-management module that keeps product-quality indices within an admissible specification band while minimising reboiler duty.
| Mualliflar | Дошанова, Малика |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-08-23 |
| Son | 3 |
| Betlar | 72-91 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
идентификация, машинное обучение;, интеллектуальные системы управления, автоматизированные производственные линии, искусственный интеллект, нечеткая логика, оптимизация, Интернет вещей, энергоэффективность, качество продукции., distillation column, energy efficiency, intelligent control, neuro-fuzzy systems, ANFIS, fuzzy logic, energy management, object identification, hybrid learning, computational experiment.
| APA | Дошанова, Малика (2026). DEVELOPMENT OF A CONCEPT OF INTELLIGENT CONTROL OF ENERGY CONSUMPTION OF A DISTILLATION COLUMN TAKING INTO ACCOUNT THE USE OF NEURO-FUZZY SYSTEMS. Al-Farg'oniy avlodlari, (3), 72-91. https://al-fargoniy.uz/index.php/journal/article/view/1239 |
|---|---|
| GOST (OAK) | Дошанова, Малика DEVELOPMENT OF A CONCEPT OF INTELLIGENT CONTROL OF ENERGY CONSUMPTION OF A DISTILLATION COLUMN TAKING INTO ACCOUNT THE USE OF NEURO-FUZZY SYSTEMS // Al-Farg'oniy avlodlari. – 2026. – № 3. – P. 72-91. |
| MLA | Дошанова, Малика. “DEVELOPMENT OF A CONCEPT OF INTELLIGENT CONTROL OF ENERGY CONSUMPTION OF A DISTILLATION COLUMN TAKING INTO ACCOUNT THE USE OF NEURO-FUZZY SYSTEMS.” Al-Farg'oniy avlodlari, (3), 72-91, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1239 |
| Chicago | Дошанова, Малика. “DEVELOPMENT OF A CONCEPT OF INTELLIGENT CONTROL OF ENERGY CONSUMPTION OF A DISTILLATION COLUMN TAKING INTO ACCOUNT THE USE OF NEURO-FUZZY SYSTEMS.” Al-Farg'oniy avlodlari, (3), 72-91 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1239 |
| Harvard | Дошанова, Малика (2026) ‘DEVELOPMENT OF A CONCEPT OF INTELLIGENT CONTROL OF ENERGY CONSUMPTION OF A DISTILLATION COLUMN TAKING INTO ACCOUNT THE USE OF NEURO-FUZZY SYSTEMS’, Al-Farg'oniy avlodlari, (3), 72-91. https://al-fargoniy.uz/index.php/journal/article/view/1239 |
| BibTeX | @article{article2026,
title = {DEVELOPMENT OF A CONCEPT OF INTELLIGENT CONTROL OF ENERGY CONSUMPTION OF A DISTILLATION COLUMN TAKING INTO ACCOUNT THE USE OF NEURO-FUZZY SYSTEMS},
author = {Дошанова, Малика},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {3},
pages = {72-91},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1239}
} |
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