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.
| Mualliflar | Djurayev, Sherzod Sobirjonovich, Джураев, Шерзод Собиржонович, Jurayev, Sherzod Sobirjonovich |
|---|---|
| Jurnal | Саноатда рақамли технологиялар |
| Nashr sanasi | 2025-10-11 |
| Jild | 3 |
| Son | 3 |
| Betlar | 222-225 |
| Til | Ingliz |
| DOI | 10.70769/3030-3214.srt.3.3.2025.39 |
DOI: 10.70769/3030-3214.srt.3.3.2025.39 · Maqolaning asl sahifasi
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
Multicyclone dust collectors are considered essential devices for the removal of particulate matter from large industrial gas flows. In this study, a hybrid kinetic–dynamic modelling approach is proposed, combining a…
This article presents the results of a study on the determination of the bank coefficient and the evaluation of velocity distribution in rectangular concrete-lined channels. The experiments were conducted in the…
This study investigates iron-bearing minerals in the mineralogical composition of phosphorites from the Khodzhakul and Porlytau deposits in Karakalpakstan and analyzes their impact on the agrochemical value of…
The article discusses one of the promising areas of innovative development — the advanced processing of industrial waste, in particular, spent adsorbents containing aluminum oxide. A systematic approach is presented for…
This article presents the development of an objective function for multi-criteria optimization of the energy efficiency of a hybrid biogas plant (HBP), integrated with photovoltaic (PV) systems and solar thermal…
This scientific work examines the environmental and technological aspects of the utilization of aluminum-containing waste from the oil, gas, and chemical industries. The main focus is on synthesizing the coagulant…
The results of the extraction of iron, copper, and precious metals from solid waste (cakes) of soda leaching of calcined molybdenum intermediate product are presented. According to IR spectroscopy and RFA data, the cake…
This article presents an in-depth study of the mining-technical and geological conditions of the Tyubegatan deposit, analyzing the possibilities of extracting industrial sylvinite layers in a safe and economically…
Groundwater modeling is an effective and irreplaceable tool for water resource management, forecasting, and planning measures for their protection and restoration. Models represent a simplified description of complex…
This study focuses on investigating the technology for extracting colored metals from waste plant materials using the GMZ-2 sorbent. The negative impact of waste plant materials on the environment and the recycling of…