Integrated genetic‑differential evolution approach for simultaneous pressure‑drop reduction and efficiency enhancement in multi‑cyclone dust collectors

Djurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, Jurayev, Sherzod Sobirjonovich

Саноатда рақамли технологиялар · 2025-yil

Annotatsiya

This study shows how to “hit two targets with one math arrow”, trimming pressure drop (ΔP) down while cranking collection efficiency (η) up in industrial multi cyclone (MSC) dust collectors. A CFD based response surface “crystal ball” is hitched to a tag team optimizer-Genetic Algorithm leads, Differential Evolution finishes-then polished by an NSGA II Pareto “red carpet” filter. The quartet of tweakable dimensions (barrel diameter D, inlet width B, cone length Lc, vortex finder diameter Dv) forms the playground. The GA→DE relay squeezes the composite score from J=1.00 to J=0.17, slicing ΔP by 32% and boosting η by 9%. For a medium sized plant the makeover shaves roughly 14 MWh year⁻¹ of fan energy-about 11 t CO₂ that never see daylight-proving that a little mathematical wizardry can make cyclones spin greener and leaner.

Maqola ma’lumotlari
MualliflarDjurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, Jurayev, Sherzod Sobirjonovich
JurnalСаноатда рақамли технологиялар
NashriyotҚарши муҳандислик-иқтисодиёт институти
ISSN3030-3214, 2023-2026
Nashr sanasi2025-10-11
Jild3
Son3
Betlar222-225
TilIngliz
Ilmiy sohaTexnika
DOI10.70769/3030-3214.srt.3.3.2025.39
Indeksga qo‘shilgan2026-08-26

DOI: 10.70769/3030-3214.srt.3.3.2025.39 · Maqolaning asl sahifasi

Kalit so‘zlar

Multi-cyclone, multi-objective optimization, genetic algorithm, differential evolution, CFD–RSM, pressure drop, collection efficiency, Pareto front, Мультициклон, многокритериальная оптимизация, генетический алгоритм, дифференциальная эволюция, CFD–RSM, падение давления, эффективность сбора, фронт Парето, Multitsiklon, ko‘p mezonli optimallashtirish, genetik algoritm, differensial evolyutsiya, CFD-RSM, bosim pasayishi, yig‘ish samaradorligi, Pareto fronti

Ilmiy soha

Texnika

Iqtibos keltirish

APADjurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, & Jurayev, Sherzod Sobirjonovich (2025). INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS. Саноатда рақамли технологиялар, 3(3), 222-225. https://doi.org/10.70769/3030-3214.srt.3.3.2025.39
GOST (OAK)Djurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, Jurayev, Sherzod Sobirjonovich INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS // Саноатда рақамли технологиялар. – 2025. – T. 3, № 3. – P. 222-225. – DOI: 10.70769/3030-3214.srt.3.3.2025.39.
MLADjurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, and Jurayev, Sherzod Sobirjonovich. “INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS.” Саноатда рақамли технологиялар, 3(3), 222-225, 2025. https://doi.org/10.70769/3030-3214.srt.3.3.2025.39
ChicagoDjurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, and Jurayev, Sherzod Sobirjonovich. “INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS.” Саноатда рақамли технологиялар, 3(3), 222-225 (2025). https://doi.org/10.70769/3030-3214.srt.3.3.2025.39
HarvardDjurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, and Jurayev, Sherzod Sobirjonovich (2025) ‘INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS’, Саноатда рақамли технологиялар, 3(3), 222-225. https://doi.org/10.70769/3030-3214.srt.3.3.2025.39
BibTeX
@article{djurayevsherzodsobirjonovich2025,
  title = {INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS},
  author = {Djurayev, Sherzod Sobirjonovich and Джураев, Шерзод Собиржонович and Jurayev, Sherzod Sobirjonovich},
  journal = {Саноатда рақамли технологиялар},
  year = {2025},
  volume = {3},
  number = {3},
  pages = {222-225},
  doi = {10.70769/3030-3214.srt.3.3.2025.39},
  url = {https://doi.org/10.70769/3030-3214.srt.3.3.2025.39}
}

Boshqa maqola uchun iqtibos tayyorlash

Саноатда рақамли технологиялар jurnalidan boshqa maqolalar

Саноатда рақамли технологиялар — barcha maqolalar · 2025-yil arxivi

Djurayev, Sherzod Sobirjonovich — boshqa maqolalari

Texnika sohasidagi boshqa maqolalar

Texnika sohasidagi OAK jurnallari