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Optimization study on atomization performance of external‑mix air‑atomizing nozzle based on surrogate model
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Zegang SUN, Zhonghao ZHENG, Yu LIU, Zhuomin WANG
Fluid Machinery | 2025, 53(10) : 102 - 110
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Fluid Machinery | 2025, 53(10): 102-110
Optimization study on atomization performance of external‑mix air‑atomizing nozzle based on surrogate model
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Zegang SUN, Zhonghao ZHENG, Yu LIU, Zhuomin WANG
Affiliations
  • School of Mechanical Engineering,Sichuan University of Science & Engineering,Zigong 643000,China
Published: 2025-10-31 doi: 10.3969/j.issn.1005-0329.2025.10.012
Outline
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To investigate the influence of operating parameters on the atomization performance of external‑mix air‑atomizing nozzles and determine the optimal operating parameters for achieving the best atomization effect,a combined method of finite element model construction and optimization calculation was adopted for relevant research.Using gas inlet pressure,liquid inlet pressure,and liquid kinematic viscosity as optimization variables,and atomization cone angle and outlet flow coefficient as optimization objectives,an orthogonal experiment was designed and conducted.Based on the orthogonal experimental data,a response surface surrogate model was established,and this surrogate model was optimized using genetic algorithm,followed by simulation verification and comparative analysis of results.The results show that gas inlet pressure,liquid inlet pressure,and liquid kinematic viscosity all have significant effects on nozzle atomization performance;when the gas inlet pressure is 0.057 2 MPa,liquid inlet pressure is 0.111 2 MPa,and liquid kinematic viscosity is 0.057 3 Pa·s,the nozzle atomization performance reaches its optimum.Compared with the original model,the atomization cone angle increases by 34.62%,and the outlet flow coefficient improves by 49.36%.The research can provide references for the setting of operating parameters for nozzles.

external‑mix air‑atomizing nozzle  /  gas inlet pressure  /  liquid inlet pressure  /  liquid kinematic viscosity
孙泽刚, 郑中豪, 刘煜, 王卓敏. 基于代理模型外混式空气雾化喷嘴雾化性能优化研究. 流体机械, 2025 , 53 (10) : 102 -110 . DOI: 10.3969/j.issn.1005-0329.2025.10.012
Zegang SUN, Zhonghao ZHENG, Yu LIU, Zhuomin WANG. Optimization study on atomization performance of external‑mix air‑atomizing nozzle based on surrogate model[J]. Fluid Machinery, 2025 , 53 (10) : 102 -110 . DOI: 10.3969/j.issn.1005-0329.2025.10.012
Year 2025 volume 53 Issue 10
97
43
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doi: 10.3969/j.issn.1005-0329.2025.10.012
  • Receive Date:2025-01-20
  • Online Date:2026-10-20
  • Published:2025-10-31
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  • Received:2025-01-20
  • Revised:2025-07-17
Affiliations
    School of Mechanical Engineering,Sichuan University of Science & Engineering,Zigong 643000,China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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