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西安交通大学能源与动力工程学院,陕西省西安市710049
[ "黄东,男,教授,博导,西安交通大学能动学院,029-82668738, 。 研究方向:速排水高效微通道换热器设计;微通道脉动热管技术及其应用;空调节能优化、抑霜除霜技术;风冷/直冷冰箱节能技术;" ]
收稿日期:2025-03-26,
修回日期:2025-04-20,
录用日期:2025-05-26,
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韩旭东, 张心怡, 王寒, 等. 风冷冰箱蒸发器非均匀结/除霜特性研究综述[J/OL]. 默认刊物名称, 2025.
HAN Xudong, ZHANG Xinyi, WANG Han, et al. Review on the Non-Uniform Frosting/Defrosting Characteristics of Air-Cooled Refrigerator Evaporators[J/OL]. Moren journal, 2025.
非均匀结霜是风冷冰箱蒸发器表面结霜的显著特征,也是导致蒸发器性能衰减的重要诱因之一。本文从风冷冰箱蒸发器非均匀结霜特性、基于该特性的除霜优化以及霜检测优化三个方面综述研究进展,简要介绍风冷冰箱蒸发器非均匀结霜的形成机制、影响因素及其对冰箱性能的影响;系统总结基于非均匀结霜的霜热匹配除霜优化策略及抑霜策略;分析直接和间接霜检测技术在非均匀结霜条件下面临的复杂挑战及解决思路,最后总结和讨论风冷冰箱蒸发器非均匀结霜研究中的不足,指出其未来潜在发展方向,为风冷冰箱的高效运行与节能优化提供参考。
Non-uniform frost is a significant feature of evaporator surface frost in air-cooled refrigerators
and it is also one of the important causative factors leading to evaporator performance degradation. This paper undertakes a review of the extant research in three distinct areas: firstly
the non-uniform frost characteristics of air-cooled refrigerator evaporators; secondly
defrost optimization based on these characteristics; and thirdly
frost detection optimization. It provides a concise introduction to the formation mechanism of non-uniform frost on air-cooled refrigerator evaporators
the influencing factors and their impact on. The performance of the refrigerator is systematically summarized. The frost-heat-matching defrost optimization and frost suppression strategies based on non-uniform frost are also summarized. The complex challenges and solution ideas of the direct and indirect frost detection techniques under the condition of non-uniform frost are analyzed. Finally
the paper summarizes and discusses the air-cooled refrigerator evaporator performance degradation. Finally
the study identifies shortcomings in the research field of non-uniform frost on the evaporator of air-cooled refrigerators
and puts forward potential future development directions. The aim of this is to provide a framework for efficient operation and energy-saving optimization of air-cooled refrigerators.
LIU Guoqiang , XIONG Tong , SUN Tengfei , et al . Frosting and defrosting characteristics of household refrigerators and freezers: Recent progress and perspectives [J ] . Energy and Buildings , 2024 , 303 : 113755 .
LIU Zhongbao , LI Ao , WANG Qinghua , et al . Experimental study on a new type of thermal storage defrosting system for frost-free household refrigerators [J ] . Applied Thermal Engineering , 2017 , 118 : 256 - 265 .
CHO H , KIM Y , JANG I . Performance of a showcase refrigeration system with multi-evaporator during on-off cycling and hot-gas bypass defrost [J ] . Energy , 2005 , 30 ( 10 ): 1915 - 1930 .
KIM D H , KOYAMA S , KUWAHARA K , et al . Study on heat and mass transfer characteristics of humid air-flow in a fin bundle [J ] . International Journal of Refrigeration , 2010 , 33 ( 7 ): 1434 - 1443 .
KWON J T , KIM D H , HUH C , et al . Frost distribution characteristics of laminar airflow on cold surface of mini-channels [J ] . International Communications in Heat and Mass Transfer , 2011 , 38 ( 7 ): 887 - 892 .
陈清华 , 陆育 , 关维娟 , 等 . 强制对流下翅片管蒸发器表面结霜实验 [J ] . 河南科技大学学报(自然科学版) , 2024 , 45 ( 1 ): 19 - 26, 34 .
CHEN Qinghua , LU Yu , GUAN Weijuan , et al . Experimental study on frosting characteristics of finned-tube evaporator surface under forced convection [J ] . Journal of Henan University of Science and Technology (Natural Science) , 2024 , 45 ( 1 ): 19 - 26, 34 .
张龙 , 宋孟杰 , 邵苛苛 , 等 . 管翅式换热器迎风侧翅片末端霜层生长模拟研究 [J ] . 化工学报 , 2023 , 74 ( S1 ): 179 - 182 .
ZHANG Long , SONG Mengjie , SHAO Keke , et al . Simulation study on frost growth at fin edges of finned-tube heat exchanger on windward side [J ] . CIESC Journal , 2023 , 74 ( S1 ): 179 - 182 .
KLINGEBIEL J , HASSAN M , VENZIK V , et al . Efficiency comparison between defrosting methods: A laboratory study on reverse-cycle defrosting, electric heating defrosting, and warm brine defrosting [J ] . Applied Thermal Engineering , 2023 , 233 : 121072 .
ZHAO Rijing , HUANG Dong , ZHANG Zhenya , et al . Effect of defrost heat leakage on freezer temperature rise during periodical defrost cycles in a frost-free refrigerator-freezer with an electric defrost heater [J ] . Science and Technology for the Built Environment , 2017 , 23 ( 1 ): 211 - 217 .
宋孟杰 , 孔德翰 , 余思锐 , 等 . 低温表面冷凝结霜特性预测模型研究进展 [J ] . 哈尔滨工业大学学报 , 2025 .
SONG Mengjie , KONG Dehan , YU Sirui , et al . Research progress on prediction models for condensation frosting characteristics on low-temperature surfaces [J ] . Journal of Harbin Institute of Technology , 2025 .
CUI J , LI W Z , LIU Y , et al . A new model for predicting performance of fin-and-tube heat exchanger under frost condition [J ] . International Journal of Heat and Fluid Flow , 2011 , 32 ( 1 ): 249 - 260 .
PADHMANABHAN S K , FISHER D E , CREMASCHI L , et al . Modeling non-uniform frost growth on a fin-and-tube heat exchanger [J ] . International Journal of Refrigeration , 2011 , 34 ( 8 ): 2018 - 2030 .
DA SILVA D L , HERMES C J L , MELO C . First-principles modeling of frost accumulation on fan-supplied tube-fin evaporators [J ] . Applied Thermal Engineering , 2011 , 31 ( 14 ): 2616 - 2621 .
BREQUE F , NEMER M . Modeling of a fan-supplied flat-tube heat exchanger exposed to non-uniform frost growth [J ] . International Journal of Refrigeration , 2017 , 75 : 129 - 140 .
WU Siyuan , ZHAO Rijing , HUANG Dong , et al . Effect of non-uniform temperature & humidity distribution in the frontal airflow on evaporator frosting performance of a frost-free refrigerator [J ] . International Journal of Refrigeration , 2021 , 123 : 150 - 158 .
NI Chenxi , HUANG Haihong , CHEN Kaisong , et al . Development of a coupled 1D-3D simulation for domestic refrigerators design: A case study on indirect cooling prototype optimization and analysis [J ] . International Journal of Refrigeration , 2025 , 171 : 228 - 252 .
HAN J M , PARK S H , PARK Y G , et al . Predictions on frost growth over a flat plate using surface characteristics: Machine learning methods [J ] . International Journal of Refrigeration , 2023 , 149 : 248 - 259 .
EOM Y H , CHUNG Y , PARK M , et al . Deep learning-based prediction method on performance change of air source heat pump system under frosting conditions [J ] . Energy , 2021 , 228 : 120542 .
ABBAS S , PARK C W . Machine learning based frost thickness prediction of carbon fiber-reinforced polymer composite fin for potential heat pump application [J ] . International Communications in Heat and Mass Transfer , 2024 , 153 : 107333 .
窦伟 . 风冷换热器换热温差对结霜的影响 [D ] . 天津商业大学 , 2020 .
DOU Wei . Effect of heat exchange temperature difference on frosting in air-cooled heat exchangers [D ] . Tianjin University of Commerce , 2020 .
蔡灏亭 , 张瑞敏 , 赵玉刚 . 界面结霜机理及抑霜技术研究进展 [J ] . 制冷学报 , 2024 ( 5 ): 31 - 46 .
CAI Haoting , ZHANG Ruimin , ZHAO Yugang . Research progress on interfacial frosting mechanism and anti-frosting technologies [J ] . Journal of Refrigeration , 2024 ( 5 ): 31 - 46 .
沈雪豹 , 魏建 , 周思健 , 等 . 风冷冰箱回风预混及蒸发器结霜改善的优化研究 [C ] // 2024年中国家用电器技术大会 . 中国安徽合肥 , 2024 : 499 - 507 .
SHEN Xuebao , WEI Jian , ZHOU Sijian , et al . Optimization of air return pre-mixing and evaporator frosting improvement in frost-free refrigerators [C ] // 2024 China Household Appliance Technology Conference . Hefei, China , 2024 : 499 - 507 .
HE Guixiang , LIU Guoqiang , ZHAO Tianyang , et al . Moist air transfer and frost distribution characteristics in low-temperature refrigerator [J ] . International Communications in Heat and Mass Transfer , 2025 , 164 : 108875 .
肖宏新 , 陈观生 , 刘良德 , 等 . 三排变片距翅片盘管换热器结霜特性实验研究 [J ] . 制冷学报 , 2021 , 42 ( 6 ): 71 - 76 .
XIAO Hongxin , CHEN Guansheng , LIU Liangde , et al . Experimental study on frosting characteristics of three-row finned-tube heat exchanger with variable fin pitch [J ] . Journal of Refrigeration , 2021 , 42 ( 6 ): 71 - 76 .
SUN Yu , ZHAO Rijing , WU Siyuan , et al . Proposal, Robustness Analysis and Equivalent Implementation of Optimization Method for Row-by-Row Fin Distribution in Multi-Row Frosting Evaporator [J ] . Energies , 2021 , 14 ( 19 ): 6069 .
PEGALLAPATI A S , RAMGOPAL M . Effect of heat transfer area distribution on frosting performance of refrigerator evaporator [J ] . International Journal of Heat and Mass Transfer , 2021 , 175 : 121317 .
MA Longxia , SUN Yongjun , WANG Fenghao , et al . Advancements in anti-frosting and defrosting techniques for air source heat pumps: A comprehensive review of recent progress [J ] . Applied Energy , 2025 , 377 : 124358 .
SONG Mengjie , LEI Shangwen , HOSSEINI S H , et al . An experimental study on the effect of horizontal cold plate surface temperature on frosting characteristics under natural convection [J ] . Applied Thermal Engineering , 2022 , 211 : 118416 .
ZHAO Baiyu , BI Haiquan , WANG Honglin , et al . Experimental and numerical investigation on frosting of finned-tube heat exchanger considering droplet impingement [J ] . Applied Thermal Engineering , 2022 , 216 : 119134 .
罗超 , 黄兴华 , 陈江平 . 不同环境参数对间冷式冰箱蒸发器结霜换热性能的影响 [J ] . 制冷学报 , 2008 ( 1 ): 17 - 22 .
LUO Chao , HUANG Xinghua , CHEN Jiangping . Effects of environmental parameters on frosting and heat transfer performance of evaporators in indirect cooling refrigerators [J ] . Journal of Refrigeration , 2008 ( 1 ): 17 - 22 .
韩星 , 范巍 , 陈剑波 , 等 . 复叠式空气源热泵翅片管换热器的结霜因子研究 [J ] . 制冷学报 , 2014 , 35 ( 1 ): 25 - 32, 45 .
HAN Xing , FAN Wei , CHEN Jianbo , et al . Study on frosting factors of cascade air-source heat pump finned-tube heat exchangers [J ] . Journal of Refrigeration , 2014 , 35 ( 1 ): 25 - 32, 45 .
HUANG Dong , ZHAO Rijing , LIU Yun , et al . Effect of fin types of outdoor fan-supplied finned-tube heat exchanger on periodic frosting and defrosting performance of a residential air-source heat pump [J ] . Applied Thermal Engineering , 2014 , 69 ( 1 ): 251 - 260 .
OLCAY A B , AVCI P , BAYRAK E , et al . Experimental investigation of frost issue on various evaporators having different fin types [J ] . International Communications in Heat and Mass Transfer , 2017 , 86 : 190 - 198 .[34 ] ZHAOTianyang, LIUGuoqiang, HEGuixiang, et al. Effect of structural improvement of gaskets on the heat leakage load and energy consumption of the refrigerator[J ] . Energy, 2024, 300: 131430.[35 ] ANDRADE-AMBRIZY A, LEDESMAS, ALMANZA-OJEDAD L, et al. Accurate classification of frost thickness using visual information in a domestic refrigerator[J ] . International Journal of Refrigeration, 2023, 145 : 256 - 263 .[36 ] MELOC, KNABBENF T, PEREIRAP V. An experim ental study on defrost heaters applied to frost-free household refrigerators[J ] . Applied Thermal Engineering, 2013, 51 ( 1-2 ): 239 - 245 .
YANG Peng , YANG Xinlei , LIU Yingwen . Experimental study on a new finned tube defrosting heater for household frost-free refrigerators [J ] . International Journal of Refrigeration , 2023 , 156 : 92 - 101 .
赵日晶 , 龚勤勤 , 唐学强 , 等 . 电加热器型式对风冷冰箱除霜特性的影响[C] //2014年中国家用电器技术大会. 中国浙江宁波, 2014: 4. (ZHAO Rijing, GONG Qinqin, TANG Xueqiang, et al . Effect of electric heater type on defrosting characteristics of frost-free refrigerators[C] // 2014 China Household Appliance Technology Conference. Ningbo, China, 2014: 4.)[39] 唐学强, 黄东, 龚勤勤, 等. 风冷冰箱蒸发器除霜特性及箱温回升的实验研究[ J ] . 西安交通大学学报, 2014 , 48 ( 11 ): 81 - 85+108 .
TANG Xueqiang , HUANG Dong , GONG Qinqin , et al . Experimental study on defrosting characteristics of evaporator and temperature recovery in frost-free refrigerator [J ] . Journal of Xi'an Jiaotong University , 2014 , 48 ( 11 ): 81 - 85+108 .)[ 40 ] 马迪, 毕海波, 朱莉. 通过间歇化霜控制对无霜冰箱制冷系统的优化[J ] . 家电科技, 2019 ( 1 ): 68 - 69 .
( MA Di , BI Haibo , ZHU Li . Optimization of frost-free refrigerator refrigeration system through intermittent defrost control [J ] . Journal of Appliance Science & Technology , 2019 ( 1 ): 68 - 69 .) [ 41 ] ZHAORijing, WANGZengpeng, HUANGDong, et al. Electric-heater defrosting performance of frost-free refrigerator-freezer and its improvement by step-reduction power[J ] . Applied Thermal Engineering, 2023, 226 : 120147 .[42 ] YOONY, JEONGH, LEEK S. Adaptive defrost methods for improving defrosting efficiency of household refrigerator[J ] . Energy Conversion and Management, 2018, 157 : 511 - 516 .[43 ] ZHAORijing, HUANGDong, PENGXueyuan, et al. Distributed heaters to reduce temperature rise in freezing cabinet during defrost process and its overall energy effect for a frost-free refrigerator[J ] . International Journal of Refrigeration, 2019, 99 : 186 - 193 .[44 ] JEONGH, BYUNS, KIMD R, et al. Power optimization for defrosting heaters in household refrigerators to reduce energy consumption[J ] . Energy Conversion and Management, 2021, 237 : 114127 .[45 ] 余涛, 刘全义, 李清松. 对开门风冷冰箱化霜及恢复期耗电量增量降低方法研究[J ] . 家电科技, 2022 ( 3 ): 106 - 109 .
( YU Tao , LIU Quanyi , LI Qingsong . Research on reducing energy consumption increment during defrosting and recovery period of French door frost-free refrigerator [J ] . Journal of Appliance Science & Technology , 2022 ( 3 ): 106 - 109 .) [ 46 ] 田勇. 单循环无霜冰箱回风道的优化设计[C ] //2018年中国家用电器技术大会. 中国浙江宁波, 2018: 103 - 108 .
( TIAN Yong . Optimization design of air return duct in single-cycle frost-free refrigerator [C ] // 2018 China Household Appliance Technology Conference . Ningbo, China , 2018 : 103 - 108 .)[ 47 ] RENH, TIBBSM, MCLAUCHLANC, et al. Refrigerator cost trap for low-income households: Developments in measurement and verification of appliance replacements[J ] . Energy for Sustainable Development , 2021, 60 : 1 - 14 .[48 ] 李清松, 刘全义, 陈开松. 风冷冰箱换热器布局与间室关系的探究[J ] . 日用电器, 2023 ( 8 ): 51 - 54 .
( LI Qingsong , LIU Quanyi , CHEN Kaishong . Research on the relationship between heat exchanger layout and compartments in frost-free refrigerator [J ] . Electrical Appliances, 2023 ( 8 ): 51 - 54 .) [ 49 ] 陈文龙, 陈秀鹏, 王峰, 等. 回风道结构对冰箱容积和避免回风道结冰的研究[C ] // 2023年中国家用电器技术大会 .中国安徽合肥, 2023: 8 .
( CHEN Wenlong , CHEN Xiupeng , WANG Feng , et al . Study on the influence of air return duct structure on refrigerator volume and prevention of icing[C] // 2023 China Household Appliance Technology Conference. Hefei, China, 2023: 8.) [50] 李智强, 赵丹, 丁国良, 等 . 间冷冰箱回风道的优化除霜设计 [ J ] .
制冷学报 , 2016 , 37 ( 1 ): 77 - 83+118 .
( LI Zhiqiang , ZHAO Dan , DING Guoliang , et al . Optimized defrosting design for air return ducts in indirect-cooling refrigerators [J ] . Journal of Refrigeration , 2016 , 37 ( 1 ): 77 - 83+118 .)[ 51 ] LIZhiqiang, ZHAODan, DINGGuoliang, et al. Improving defrosting performance by controlling frost distribution to match defrosting heat distribution in frost-free household refrigerators[J ] . International Journal of Refrigeration, 2017, 77 : 136 - 148 .[52 ] 韩丽丽, 杨大海, 魏代同, 等. 风冷冰箱蒸发器回风道除霜设计研究[J ] . 流体机械, 2020, 48 ( 2 ): 79 - 82 .
( HAN Lili , YANG Dahai , WEI Daitong , et al . Research on defrosting design of evaporator air return duct in frost-free refrigerator [J ] . Fluid Machinery , 2020 , 48 ( 2 ): 79 - 82 .)[ 53 ] 郭策, 刘安, 芮群娜. 风冷冰箱回风道优化设计对耗电量的影响[C ] //2020年中国家用电器技术大会. 中国浙江宁波, 2020: 5 .
( GUO Ce , LIU An , RUI Qunna . Effect of optimized air return duct design on power consumption of frost-free refrigerator [C ] // 2020 China Household Appliance Technology Conference . Ningbo, China , 2020 : 5 .)[ 54 ] 芮群娜, 许丹丹, 杨洪涛, 等. 风冷冰箱改善结霜不均的冷藏回风道优化设计[J ] . 日用电器, 2021 ( 10 ): 69 - 75 .
( RUI Qunna , XU Dandan , YANG Hongtao , et al . Optimized design of fresh food air return duct to improve uneven frosting in frost-free refrigerator [J ] . Electrical Appliances , 2021 ( 10 ): 69 - 75 .)[55 ] 刘中良, 黄玲艳, 勾昱君, 等. 结霜现象及抑霜技术的研究进展[J ] . 制冷学报, 2010 , 31 ( 4 ): 1 - 6+13 .
( LIU Zhongliang , HUANG Lingyan , GOU Yujun , et al . Research progress on frosting phenomena and anti-frosting technologies [J ] . Journal of Refrigeration , 2010 , 31 ( 4 ): 1 - 6+13 .)[56 ] 孟微佳, 翁文兵, 王腾飞, 等. 干燥剂抑制冷冻冰柜内表面结霜的实验研究[J ] . 上海理工大学学报, 2014, 36 ( 1 ): 71 - 74+80 .
( MENG Weijia , WENG Wenbing , WANG Tengfei , et al . Experimental study on suppressing frost formation on inner surface of freezer cabinet using desiccant [J ] . Journal of University of Shanghai for Science and Technology , 2014 , 36 ( 1 ): 71 - 74+80 .)[57 ] ZHANG L, FUJINAWA T, SAIKAWA M. Theoretical study on a frost-free household refrigerator-freezer[J ] . International Journal of Refrigeration, 2016, 62 : 60 - 71 .[58 ] 刘忠宝, 高嘉阳, 李婧祎, 等. 亲水涂层翅片应用于风冷冰箱的性能研究[J ] . 制冷与空调(四川), 2020, 34 ( 4 ): 446 - 452+476 .
( LIU Zhongbao , GAO Jiayang , LI Jingyi , et al . Performance study of hydrophilic coating fins applied in frost-free refrigerator [J ] . Refrigeration and Air Conditioning , 2020 , 34 ( 4 ): 446 - 452+476 .)[59 ] 李平, 楼伟, 程祥, 等. 冰箱亲水翅片应用研究[J ] . 家电科技, 2018 ( S1 ): 121 - 124 .
( LI Ping , LOU Wei , CHENG Xiang , et al . Application research of hydrophilic fins in refrigerator [J ] . Journal of Appliance Science & Technology , 2018 ( S1 ): 121 - 124 .)[60 ] LIL T, WANGW, SUNY Y, et al. Investigation of defrosting water retention on the surface of evaporator impacting the performance of air source heat pump during periodic frosting-defrosting cycles[J ] . Applied Energy, 2014 , 135 : 98 - 107 .[61 ] JHEES, LEEK S, KIMW S. Effect of surface treatments on the frosting/defrosting behavior of a fin-tube heat exchanger[J ] . International Journal of Refrigeration, 2002, 25 ( 8 ): 1047 - 1053 .
张启花 , 陈开松 , 孔俊 , 等 . 疏水材料在冰箱蒸发器上抑制结霜实验分析 [J ] . 家电科技 , 2020 ( S1 ): 188 - 189 .
ZHANG Qihua , CHEN Kaishong , KONG Jun , et al . Experimental analysis of hydrophobic materials for frost suppression on refrigerator evaporators [J ] . Journal of Appliance Science & Technology , 2020 ( S1 ): 188 - 189 .
HOU Zhaoning , YANG Zhao , ZHAO Yanfeng , et al . Study on the anti-frosting performance of hydrophobic fin with non-toxic for the R600a frost-free refrigerator [J ] . Applied Thermal Engineering , 2024 , 238 : 122033 .
ZHANG Qingyu , SUN Dongke , ZHANG Youfa , et al . Lattice Boltzmann Modeling of Droplet Condensation on Superhydrophobic Nanoarrays [J ] . Langmuir , 2014 , 30 ( 42 ): 12559 - 12569 .
贾丽 . 疏水功能材料的制备及其在冰箱中的应用研究 [D ] . 合肥 : 中国科学技术大学 , 2023 .
JIA Li . Preparation of hydrophobic functional materials and their application in refrigerators [D ] . Heifei : University of Science and Technology of China , 2023 .
WANG Feng , LIANG Caihua , ZHANG Xiaosong . Research of anti-frosting technology in refrigeration and air conditioning fields: A review [J ] . Renewable and Sustainable Energy Reviews , 2018 , 81 : 707 - 722 .
宋陈新 . 冰箱中霜检测技术国内专利分析 [J ] . 制冷与空调 , 2021 , 21 ( 2 ): 1 - 7 .
SONG Chenxin . Analysis of domestic patents on frost detection technology in refrigerators [J ] . Refrigeration and Air Conditioning , 2021 , 21 ( 2 ): 1 - 7 .
XIAO J , WANG W , ZHAO Y H , et al . An analysis of the feasibility and characteristics of photoelectric technique applied in defrost-control [J ] . International Journal of Refrigeration , 2009 , 32 ( 6 ): 1350 - 1357 .
张龙浩 , 张杰 , 胡青 . 红外式冰箱结霜传感器的设计和试验研究 [J ] . 仪表技术与传感器 , 2013 ( 5 ): 10 - 11+78 .
ZHANG Longhao , ZHANG Jie , HU Qing . Design and experimental study of infrared frost sensor for refrigerator [J ] . Instrument Technique and Sensor , 2013 ( 5 ): 10 - 11+78 .
杨晨 . 电容式感应除霜在家用电冰箱中的技术研究 [D ] . 南京 : 东南大学 , 2020 .
YANG Chen . Research on capacitive sensing defrosting technology in household refrigerators [D ] . Nanjing : Southeast University , 2020 .
MALIK A N , KHAN S A , LAZOGLU I . A novel hybrid frost detection and defrosting system for domestic refrigerators [J ] . International Journal of Refrigeration , 2020 , 117 : 256 - 268 .
MALIK A N , KHAN S A , LAZOGLU I . A novel demand-actuated defrost approach based on the real-time thickness of frost for the energy conservation of a refrigerator [J ] . International Journal of Refrigeration , 2021 , 131 : 168 - 177 .
RAHMAN H U , AKBAR H , MALIK A N , et al . Effective image processing-based technique for frost detection and quantification in domestic refrigerators [J ] . International Journal of Refrigeration , 2024 , 160 : 217 - 228 .
ANDRADE-AMBRIZ Y A , LEDESMA S , BELMAN-FLORES J M , et al . Frost thickness estimation in a domestic refrigerator using acoustic signals and artificial intelligence [J ] . Expert Systems with Applications , 2022 , 201 : 117071 .
SHE Xiaohui , CONG Lin , NIE Binjian , et al . Energy-efficient and -economic technologies for air conditioning with vapor compression refrigeration: A comprehensive review [J ] . Applied Energy , 2018 , 232 : 157 - 186 .
汤晓亮 , 王铁军 , 杨帆 , 等 . 风冷冰箱除霜控制技术研究与应用 [J ] . 制冷学报 , 2013 , 34 ( 2 ): 49 - 54 .
TANG Xiaoliang , WANG Tiejun , YANG Fan , et al . Research and application of defrost control technology for frost-free refrigerators [J ] . Journal of Refrigeration , 2013 , 34 ( 2 ): 49 - 54 .
ZHU J H , SUN Y Y , WANG W , et al . Developing a new frosting map to guide defrosting control for air-source heat pump units [J ] . Applied Thermal Engineering , 2015 , 90 : 782 - 791 .
KIM K , LEE K S . Frosting and defrosting characteristics of a fin according to surface contact angle [J ] . International Journal of Heat and Mass Transfer , 2011 , 54 ( 13-14 ): 2758 - 2764 .
MALDONADO J M , DE GRACIA A , ZSEMBINSZKI G , et al . Frost detection method on evaporator in vapor compression systems [J ] . International Journal of Refrigeration , 2020 , 110 : 75 - 82 .
RODRÍGUEZ-VALDERRAMA D A , BELMAN-FLORES J M , HERNÁNDEZ-FUSILIER D , et al . Implementation of fuzzy control in a domestic refrigerator considering the influence of the thermal load [J ] . International Journal of Refrigeration , 2023 , 149 : 23 - 34 .
赵明富 , 张聪品 , 吴东芳 . 电冰箱模糊控制的算法及应用 [J ] . 河南师范大学学报(自然科学版) , 2005 ( 2 ): 125 - 127 .
ZHAO Mingfu , ZHANG Congpin , WU Dongfang . Algorithm and application of fuzzy control in refrigerator [J ] . Journal of Henan Normal University (Natural Science Edition) , 2005 ( 2 ): 125 - 127 .
BELMAN-FLORES J M , LEDESMA S , RODRÍGUEZ-VALDERRAMA D A , et al . Energy optimization of a domestic refrigerator controlled by a fuzzy logic system using the status of the door [J ] . International Journal of Refrigeration , 2019 , 104 : 1 - 8 .
杨许 , 谌清平 . 基于模糊控制的智能除霜研究 [J ] . 家电科技 , 2004 ( 5 ): 76 - 78 .
YANG Xu , CHEN Qingping . Research on intelligent defrosting based on fuzzy control [J ] . Journal of Appliance Science & Technology , 2004 ( 5 ): 76 - 78 .
仪志恒 , 郭树明 , 王愚若 . 一种电冰箱模糊控制系统的研究 [J ] . 家电科技 , 2018 ( 1 ): 23 - 25 .
YI Zhiheng , GUO Shuming , WANG Yuruo . Research on a fuzzy control system for refrigerator [J ] . Journal of Appliance Science & Technology , 2018 ( 1 ): 23 - 25 .
袁佳星 , 刘世敏 , 赵晨 , 等 . 模糊控制应用在节能冰箱方面的探究 [J ] . 日用电器 , 2020 ( 9 ): 109 - 113 .
YUAN Jiaxing , LIU Shimin , ZHAO Chen , et al . Research on application of fuzzy control in energy-saving refrigerators [J ] . Electrical Appliances , 2020 ( 9 ): 109 - 113 .
GHADIRI MODARRES F , RASTI M , MASTANI JOYBARI M , et al . Experimental investigation of energy consumption and environmental impact of adaptive defrost in domestic refrigerators [J ] . Measurement , 2016 , 92 : 391 - 399 .
VITOR M F , DOS SANTOS SILVEIRA A , FLESCH R C C . Ambient virtual sensor based defrost control for single compartment refrigerators [J ] . Applied Thermal Engineering , 2020 , 166 : 114652 .
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