Multiobjective Optimization of Spiral Guide Vanes for Boosting Separation Performance of Cyclone Separators

被引:3
作者
Cao, Gang [1 ]
Sun, Guogang [1 ,2 ]
Yuan, Shiwei [1 ]
Yue, Yunpeng [1 ]
Wu, Yingyi [1 ]
机构
[1] China Univ Petr, Coll Mech & Transportat Engn, Beijing 102249, Peoples R China
[2] Beijing Key Lab Proc Fluid Filtrat & Separat, Beijing 102249, Peoples R China
基金
中国国家自然科学基金;
关键词
AXIAL-FLOW CYCLONE; RESPONSE-SURFACE METHODOLOGY; INLET DUCT; CFD; ANGLE; LENGTH; EFFICIENCY; GEOMETRY; PATTERN; SHAPE;
D O I
10.1021/acs.iecr.4c00172
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Spiral guide vanes are often used to improve the collection efficiency of cyclone separators, but they are closely related to the parameter variables of the guide vanes. To further improve the performance of the equipment, the separator and spiral guide vanes need to be optimized. In this study, the performance characteristics of the flat-roof (FR) and spiral-roof (SR) separators were compared, and then the multiobjective optimization of the guide vanes was carried out. The design relationship between the parameters of the spiral guide vanes (pitch, number of turns, and side wall clearance) was analyzed and the optimal values were determined. computational fluid dynamics (CFD) and response surface modeling (RSM) were used to obtain precise output responses, while precise fitness functions were constructed between design variables and objectives (efficiency and pressure drop). Finally, the optimal structure design was carried out through a genetic algorithm (GA). The results show that, under the same conditions, the SR separator configured with guide vanes can reduce the pressure drop by 7.9% while ensuring the same collection efficiency. At the same time, compared with the FR separator, the optimal structure selected reduces the cutting particle size by 22.9%. This article gives the optimal performance design solution, which can select appropriate structural parameters according to the specific requirements of efficiency and pressure drop. It can provide an effective reference for the subsequent design and application of spiral vanes.
引用
收藏
页码:9162 / 9175
页数:14
相关论文
共 39 条
[1]   The effect of the cyclone length on the performance of Stairmand high-efficiency cyclone [J].
Brar, Lakhbir Singh ;
Sharma, R. P. ;
Elsayed, Khairy .
POWDER TECHNOLOGY, 2015, 286 :668-677
[2]   Effects of the gas outlet duct length and shape on the performance of cyclone separators [J].
de Souza, Francisco Jose ;
Salvo, Ricardo de Vasconcelos ;
Martins, Diego de Moro .
SEPARATION AND PURIFICATION TECHNOLOGY, 2015, 142 :90-100
[3]  
Deb K., 2000, PARALLEL PROBLEM SOL, P849, DOI [DOI 10.1007/3-540-45356-3_83, 10.1007/3-540-45356-3_83]
[4]   Experimental and numerical investigation on the performance of a gas-solid cyclone with twisted baffles and roughened cone surface [J].
Dehdarinejad, Ehsan ;
Bayareh, Morteza .
POWDER TECHNOLOGY, 2023, 420
[5]   Performance improvement of a cyclone separator using spiral guide vanes with variable pitch length [J].
Dehdarinejad, Ehsan ;
Bayareh, Morteza .
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2022, 44 (11)
[6]   An Overview of Numerical Simulations on Gas-Solid Cyclone Separators with Tangential Inlet [J].
Dehdarinejad, Ehsan ;
Bayareh, Morteza .
CHEMBIOENG REVIEWS, 2021, 8 (04) :375-391
[7]   Multi-objective optimization of guide vanes for axial flow cyclone using CFD, SVM, and NSGA II algorithm [J].
Deng, Yajun ;
Yu, Bo ;
Sun, Dongliang .
POWDER TECHNOLOGY, 2020, 373 :637-646
[8]   CFD modeling and multi-objective optimization of cyclone geometry using desirability function, artificial neural networks and genetic algorithms [J].
Elsayed, Khairy ;
Lacor, Chris .
APPLIED MATHEMATICAL MODELLING, 2013, 37 (08) :5680-5704
[9]   The effect of the dust outlet geometry on the performance and hydrodynamics of gas cyclones [J].
Elsayed, Khairy ;
Lacor, Chris .
COMPUTERS & FLUIDS, 2012, 68 :134-147
[10]   Novel designs for square cyclone using rounded corner and double-inverted cones shapes [J].
Fatahian, Hossein ;
Fatahian, Esmaeel ;
Nimvari, Majid Eshagh ;
Ahmadi, Goodarz .
POWDER TECHNOLOGY, 2021, 380 :67-79