A Novel Frost Detection: Applying Image Recognition with Wide-Angle Lens

被引:0
作者
Li, Yung-Ming [1 ]
Chang, Yu-Ming [1 ]
Hsieh, Chia-Hsing [1 ]
Chen, Guan-Wen [1 ]
Ku, Chao-Ching [2 ]
Yu, Pei-Yu [1 ]
机构
[1] Ind Technol Res Inst, Green Energy & Environm Res Labs, Hsinchu 310, Taiwan
[2] Ming Chi Univ Technol, Dept Elect Engn, New Taipei City 243, Taiwan
来源
26TH IIR INTERNATIONAL CONGRESS OF REFRIGERATION, VOL 3 | 2023年
关键词
Evaporator; Frost; Defrost; Image recognition; Power consumption; SOURCE HEAT-PUMP;
D O I
10.18462/iir.icr.2023.0243
中图分类号
O414.1 [热力学];
学科分类号
摘要
Frost formation is unavoidable in refrigeration and air conditioning systems, which causes significant degradation of the thermal performance of evaporators and reduces the energy efficiency. Hence, accurate defrost control is necessary to ensure heat transfer capacity and operating efficiency. To improve the accuracy of defrosting timing of evaporators, the study investigated the feasibility of a novel frost accumulation detection, which was image recognition with a wide-angle lens. In the experiment, power consumption, cabinet temperature and frost accumulation were observed. The results reveal the minimum power consumption occurred at a certain defrost cycle. The study defined the frosting proportion to quantify the frost accumulation. The power consumption first decreased and then increased with frost proportion. Minimum average power consumption occurred at frosting proportion of 30%. The frosting proportion was positively correlated with power consumption with a coefficient of determination R-2 0.73, showing a good correlation.
引用
收藏
页码:408 / 417
页数:10
相关论文
共 17 条
[1]   Review of defrosting methods [J].
Amer, Mohammed ;
Wang, Chi-Chuan .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 73 :53-74
[2]  
BESANT RW, 1990, ASHRAE TRAN, V96, P519
[3]   ICE DETECTION IN HEAT PUMPS AND COOLERS [J].
BUICK, TR ;
MCMULLAN, JT ;
MORGAN, R ;
MURRAY, RB .
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 1978, 2 (01) :85-98
[4]   Study of free convection frost formation on a vertical plate [J].
Fossa, M ;
Tanda, G .
EXPERIMENTAL THERMAL AND FLUID SCIENCE, 2002, 26 (6-7) :661-668
[5]  
Heinzen R. A, 1988, Australian Refrigeration, Air conditioning and Heating, V12
[6]   A novel defrosting control method based on the degree of refrigerant superheat for air source heat pumps [J].
Jiang, Yiqiang ;
Dong, Jiankai ;
Qu, Minglu ;
Deng, Shiming ;
Yao, Yang .
INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID, 2013, 36 (08) :2278-2288
[7]   Air-side heat transfer characteristics of flat plate finned-tube heat exchangers with large fin pitches under frosting conditions [J].
Lee, Mooyeon ;
Kim, Yonghan ;
Lee, Hosung ;
Kim, Yongchan .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2010, 53 (13-14) :2655-2661
[8]   Applying image recognition to frost built-up detection in air source heat pumps [J].
Li, Zhaoyang ;
Wang, Wei ;
Sun, Yuying ;
Wang, Shiquan ;
Deng, Shiming ;
Lin, Yao .
ENERGY, 2021, 233
[9]   An experimental study on minimizing frost deposition on a cold surface under natural convection conditions by use of a novel anti-frosting paint. Part I. Anti-frosting performance and comparison with the uncoated metallic surface [J].
Liu, ZL ;
Wang, HY ;
Zhang, XH ;
Meng, S ;
Ma, CF .
INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID, 2006, 29 (02) :229-236
[10]   A novel demand-actuated defrost approach based on the real-time thickness of frost for the energy conservation of a refrigerator [J].
Malik, Anjum Naeem ;
Khan, Shaheryar A. ;
Lazoglu, Ismail .
INTERNATIONAL JOURNAL OF REFRIGERATION, 2021, 131 :168-177