CFD analysis and RSM-based design optimization of axial air-assisted sprayer deflectors for orchards
文献类型： 外文期刊
作者： Zhang, Jian 1 ; Chen, Qing 1 ; Zhou, Hongping 1 ; Zhang, Chao 1 ; Jiang, Xuesong 1 ; Lv, Xiaolan 3 ;
作者机构： 1.Nanjing Forestry Univ, Coll Mech & Elect Engn, Nanjing 210037, Peoples R China
2.Nanjing Forestry Univ, Coinnovat Ctr Efficient Proc & Utilizat Forest Res, Nanjing 210037, Peoples R China
3.Jiangsu Acad Agr Sci, Inst Agr Facil & Equipment, Nanjing 210014, Peoples R China
关键词： Axial air-assisted sprayer deflectors; Computational fluid dynamics; Response surface methodology; Airflow distribution; Optimized design
期刊名称：CROP PROTECTION （ 影响因子：2.5； 五年影响因子：2.8 ）
ISSN： 0261-2194
年卷期： 2024 年 184 卷
页码：
收录情况： SCI
摘要： To reduce pesticide waste caused by uneven airflow distribution, the geometry parameters of axial air-assisted sprayer deflectors were investigated for potential influence on air outlet velocities. Computational fluid dynamics (CFD) was employed to simulate the complex interactions between the airflow discharged from the airassisted sprayer and the neighboring environment, investigating the effects of the length and mounting angles of the upper and lower deflectors on the airflow distribution. The validated CFD model was combined with the response surface methodology (RSM) with root mean square error of 1.461 m s(-1) and mean relative error of 22.01%, respectively. RSM with four factors and five levels was employed to optimize the geometric parameters of the sprayer deflectors, including upper deflector length, upper deflector mounting angle, lower deflector length and lower deflector mounting angle. Based on the least squares analysis of RSM, the influence of each factor and their interactions on the airflow distribution from the sprayer outlet were estimated. The optimal values of upper deflector length, upper deflector mounting angle, lower deflector length and lower deflector mounting angle were 495 mm, 65 degrees, 205 mm and 15 degrees, respectively. The coefficient of variation (CV) of the air velocities from the optimized sprayer outlet was reduced by 29.95%, indicating an improvement in the uniformity of the airflow distribution and an enhancement in pesticide utilization.
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