Air-Side Heat Transfer Modeling Suitable for Fault Detection and Diagnosis of Refrigeration and Air-Conditioning Systems

Abstract

Abstract: For fault detection and diagnosis (FDD), three different models to calculate airside heat transfer were analyzed, taking into account the influencing factors and the structures. Meanwhile, experiments were developed to validate and make comparison among the three models. The results show that Lin G G model is not suitable for the modeling applications in FDD because of its nonmonotonic characteristics, while the other two (J model and turbulence tube bundle model) are suitable with J model the most accurate.

Key words: refrigeration and air-conditioning systems, fault detection and diagnosis (FDD), heat transfer model, heat transfer coefficient

CLC Number:

TB66

KANG Jia, HAN Hua, GU Bo, QIU Feng. Air-Side Heat Transfer Modeling Suitable for Fault Detection and Diagnosis of Refrigeration and Air-Conditioning Systems[J]. Journal of Shanghai Jiaotong University, 2011, 45(09): 1368-1373.

References

［1］任能. 制冷系统故障检测、诊断及预测研究［D］. 上海：上海交通大学机械与动力工程学院，2008.

［2］王志毅，谷波，黎远光. 智能故障诊断技术在空调制冷领域的应用和发展展望［J］.现代机械, 2003(3): 18.

WANG Zhiyi, GU Bo, LI Yuanguang. Development and prospect of intelligent fault diagnosis in the area of airconditioning and refrigeration［J］. Modern Machinery, 2003(3)：18.

［3］黄彬彬，谷波，任能. 基于主元分析的制冷系统渐变故障检测［J］.制冷学报，2009，30(1): 5662.

HUANG Binbin, GU Bo, REN Neng. Gradual faults detection of refrigeration system based on principal component analysis［J］. Journal of Refrigeration, 2009，30(1)：5662.

［4］韩华，谷波，任能. 基于主元分析和支持向量机的制冷系统故障诊断［J］. 上海交通大学学报, 2011, 45(9):13551361，1373.

HAN Hua, GU Bo, REN Neng. Fault diagnosis for refrigeration systems based on principal component analysis and support vector machine［J］. Journal of Shanghai Jiaotong University, 2011, 45(9):13551361，1373.

［5］Comstock M C, Braun J E. Development of analysis tools for the evaluation of fault detection and diagnostics for chillers［R/OL］. HL 9920，Report 40363. USA: ASHRAE Research Project, 1999. ［20100717］. http://www.nist.gov/tc75/1043RP_FDD_Tools.pdf.

［6］王志毅，谷波，欧永梅. 通过实验选择空调制冷系统故障诊断检测参数［J］.制冷与空调，2003, 3(2): 1418.

WANG Zhiyi, GU Bo, OU Yongmei. Selecting measuring parameters of fault diagnosis in airconditioning refrigeration system［J］. Refrigeration and AirConditioning, 2003, 3(2): 1418.

［7］王晓明. 制冷系统故障先兆分析和故障预报技术研究［D］. 上海交通大学机械与动力工程学院, 1998.

［8］杨世铭, 陶文铨. 传热学［M］. 北京：高等教育出版社，1998.

［9］Thonon B, Vidil R, Marvillet C. Recent research and development in plate heat exchanger［J］. Journal of Enhanced Heat Transfer，1995，2(1/2)：149155.

［10］邱峰，王婷，谷波, 等. 风机盘管设计与仿真软件开发及实验验证［J］.低温与超导，2009，37(5)：2433.

QIU Feng, WANG Ting, GU Bo. Design and simulation software development of fan coil and experimental verification［J］. Cryogenics and Superconductivity, 2009，37(5)：2433.

［11］许国良，王晓墨，邬田华, 等. 工程传热学［M］. 北京：中国电力出版社，2005.

［12］Kreith Frank. The CRC handbook of thermal engineering［M］. USA：CRC Press，2000.

［13］卞荷洁. 基于实验的翅片管换热器换热性能和压降公式拟合研究［D］. 上海：上海交通大学机械与动力工程学院，2005.

［14］Zhou Xiaotang. Dynamic modeling of chilled water cooling coils［D］.West Lafayette, IN: Purdue University, 2005.

[1]	MA Shasha, DING Shengjie, LIU Limin, ZHAO Changying, GU Hanyang, GONG Shuai. Micro-Scale Heat Transfer Characteristics of Evaporating Meniscus for Alkali Metals in High-Temperature Heat Pipes [J]. Journal of Shanghai Jiao Tong University, 2025, 59(5): 617-627.
[2]	GU Bo, DU Zhongxing, ZENG Weijie, TIAN Zhen, ZHANG Zhiting. Flow Boiling Heat Transfer Coefficient and Frictional Pressure Drop Correlations for R32 [J]. Journal of Shanghai Jiao Tong University, 2023, 57(1): 45-54.
[3]	CHEN Qinghua, GAO Wei, SU Guoyong, GUAN Weijuan, QIN Ruxiang, JI Jiadong, MA Yangbin. Test of Thermo-Physical Property Parameters of Solid Material Based on Laser Point Heat Source Unsteady-State Heat Transfer Model [J]. Journal of Shanghai Jiao Tong University, 2021, 55(4): 471-479.
[4]	LIU Xiaori1,2，LI Guoxiang1，HU Yuping1，BAI Shuzhan1，DENG Kangyao2. An In-Cylinder Transient Heat Transfer Model for Temperature Field Simulation of Diesel Engine Structure [J]. Journal of Shanghai Jiaotong University, 2014, 48(09): 1286-1290.
[5]	WAN Lei,YANG Yong,LI Yueming. Actuator Fault Diagnosis of Automatic Underwater Vehicle Using Gaussian Particle Filter [J]. Journal of Shanghai Jiaotong University, 2013, 47(07): 1072-1076.
[6]	LIANG Yuan-Yuan, XU Bo, CHEN Jiang-Ping. Thermal Transfer Performance of Parallel Flow Heat Exchangers under Frost Conditions [J]. Journal of Shanghai Jiaotong University, 2013, 47(04): 674-678.
[7]	Hu Z.-H.; Han Z.-Z.; Tian Z.-H.. Fault diagnosis for singular stochastic systems [J]. J Shanghai Jiaotong Univ Sci, 2011, 16(4): 497-501.