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

Djurayev, Sherzod

Наманган муҳандислик­технология институти илмий­техника журнали · 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 L_c, vortex‑finder diameter D_v) 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
JurnalНаманган муҳандислик­технология институти илмий­техника журнали
NashriyotНаманган муҳандислик-технология институти
ISSN2181-8622, 1682-8658
Nashr sanasi2025-09-30
Jild10
Son3
Betlar292-296
TilIngliz
Ilmiy sohaTexnika
DOI10.61151/stjniet.v10i3.886
Indeksga qo‘shilgan2026-08-26

DOI: 10.61151/stjniet.v10i3.886 · Maqolaning asl sahifasi

Kalit so‘zlar

Multi-cyclone, multi-objective optimisation, genetic algorithm, differential evolution, CFD–RSM, pressure drop, collection efficiency, Pareto front

Ilmiy soha

Texnika

Iqtibos keltirish

APADjurayev, Sherzod (2025). INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS. Наманган муҳандислик­технология институти илмий­техника журнали, 10(3), 292-296. https://doi.org/10.61151/stjniet.v10i3.886
GOST (OAK)Djurayev, Sherzod INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS // Наманган муҳандислик­технология институти илмий­техника журнали. – 2025. – T. 10, № 3. – P. 292-296. – DOI: 10.61151/stjniet.v10i3.886.
MLADjurayev, Sherzod. “INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS.” Наманган муҳандислик­технология институти илмий­техника журнали, 10(3), 292-296, 2025. https://doi.org/10.61151/stjniet.v10i3.886
ChicagoDjurayev, Sherzod. “INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS.” Наманган муҳандислик­технология институти илмий­техника журнали, 10(3), 292-296 (2025). https://doi.org/10.61151/stjniet.v10i3.886
HarvardDjurayev, Sherzod (2025) ‘INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS’, Наманган муҳандислик­технология институти илмий­техника журнали, 10(3), 292-296. https://doi.org/10.61151/stjniet.v10i3.886
BibTeX
@article{djurayevsherzod2025,
  title = {INTEGRATED GENETIC‑DIFFERENTIAL EVOLUTION APPROACH FOR SIMULTANEOUS PRESSURE‑DROP REDUCTION AND EFFICIENCY ENHANCEMENT IN MULTI‑CYCLONE DUST COLLECTORS},
  author = {Djurayev, Sherzod},
  journal = {Наманган муҳандислик­технология институти илмий­техника журнали},
  year = {2025},
  volume = {10},
  number = {3},
  pages = {292-296},
  doi = {10.61151/stjniet.v10i3.886},
  url = {https://doi.org/10.61151/stjniet.v10i3.886}
}

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