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Experimental investigation on frosting characteristics of heat exchanger based on image recognition
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Kaiyong HU1, 2, Erkang LI1, Tao JIN1, Chenxiao ZHENG1, 2, Huan SUN1, Jinghong NING1
Fluid Machinery | 2025, 53(5) : 9 - 14
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Fluid Machinery | 2025, 53(5): 9-14
Experimental investigation on frosting characteristics of heat exchanger based on image recognition
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Kaiyong HU1, 2, Erkang LI1, Tao JIN1, Chenxiao ZHENG1, 2, Huan SUN1, Jinghong NING1
Affiliations
  • 1Tianjin Key Laboratory of Refrigeration Technology,Tianjin University of Commerce,Tianjin 300134,China
  • 2Tianjin Zhicheng Technology Co.,Ltd.,Tianjin 300110,China
Published: 2025-05-30 doi: 10.3969/j.issn.1005-0329.2025.05.002
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To achieve the control objective of “on‑demand defrosting” for heat exchangers,a frost performance test rig was constructed.Image recognition technology was employed to study frost characteristics of finned heat exchangers under different face velocities,and changes in refrigeration capacity during dynamic frosting were analyzed.Results show that within a 1 h test period under identical air inlet temperature and humidity conditions:As wind speed increased from 0 m/s to 1 m/s and 2 m/s,frost accumulation gradually decreased.Frost blockage rates were 88.99%,74.93%,and 39.88%,with frost thickness at fin tips measuring 1.169 mm,0.729 mm and 0.321 mm respectively.Higher wind speeds reduced frost blockage rates,enhancing heat transfer capacity and increasing system refrigeration capacity.Lower wind speeds increased frost blockage rates,degrading heat transfer capacity and reducing refrigeration capacity.This study provides theoretical and technical support for achieving “on‑demand defrosting”.

image recognition  /  grayscale processing  /  binarization  /  frost accumulation  /  frost blockage rate
胡开永, 李尔康, 靳涛, 郑晨潇, 孙欢, 宁静红. 基于图像识别的换热器结霜特性试验研究. 流体机械, 2025 , 53 (5) : 9 -14 . DOI: 10.3969/j.issn.1005-0329.2025.05.002
Kaiyong HU, Erkang LI, Tao JIN, Chenxiao ZHENG, Huan SUN, Jinghong NING. Experimental investigation on frosting characteristics of heat exchanger based on image recognition[J]. Fluid Machinery, 2025 , 53 (5) : 9 -14 . DOI: 10.3969/j.issn.1005-0329.2025.05.002
Year 2025 volume 53 Issue 5
67
25
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Article Info
doi: 10.3969/j.issn.1005-0329.2025.05.002
  • Receive Date:2024-09-27
  • Online Date:2026-10-20
  • Published:2025-05-30
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  • Received:2024-09-27
  • Revised:2025-01-26
Affiliations
    1Tianjin Key Laboratory of Refrigeration Technology,Tianjin University of Commerce,Tianjin 300134,China
    2Tianjin Zhicheng Technology Co.,Ltd.,Tianjin 300110,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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