TY - JOUR
T1 - Experimental research on the performance and parameters sensitivity analysis of variable refrigerant flow system with common faults imposed in heating mode
AU - Gou, Wei
AU - Ren, Zhaoting
AU - Chen, Huanxin
AU - Xing, Lu
AU - Zhou, Zhenxin
AU - Xia, Xingxiang
AU - Shi, Jingfeng
N1 - Funding Information:
The authors gratefully acknowledge the support of the National Natural Science Foundation of China (Grant number 51876070 ).
PY - 2023/1/1
Y1 - 2023/1/1
N2 - Due to improper installation, operation, and maintenance, many common faults inevitably occur in the air conditioning systems. However, the same fault could demonstrate different characteristics under different load rates and fault levels; different faults may present similar fault phenomena. This paper reveals the quantitative impact of faults on system performance of VRF system with common faults imposed in heating mode through fault experiments. The system parameters sensitivity study has been carried out to understand the internal impact mechanism related to system parameters. This provides a reference for selecting characteristic parameters and fault decoupling variables and developing interpretable, professional, and reliable fault detection and diagnosis models. The results show that the outdoor unit fouling fault can cause the heating capacity to drop by 73.2%, and the indoor unit fouling can cause the system power to drop by 65.5%. The coefficient of performance drop is as high as 48.6%. The sensitivity study result shows that the system load rate is an influential parameter; it needs to be considered when characteristic parameters and fault decoupling variables are selected.
AB - Due to improper installation, operation, and maintenance, many common faults inevitably occur in the air conditioning systems. However, the same fault could demonstrate different characteristics under different load rates and fault levels; different faults may present similar fault phenomena. This paper reveals the quantitative impact of faults on system performance of VRF system with common faults imposed in heating mode through fault experiments. The system parameters sensitivity study has been carried out to understand the internal impact mechanism related to system parameters. This provides a reference for selecting characteristic parameters and fault decoupling variables and developing interpretable, professional, and reliable fault detection and diagnosis models. The results show that the outdoor unit fouling fault can cause the heating capacity to drop by 73.2%, and the indoor unit fouling can cause the system power to drop by 65.5%. The coefficient of performance drop is as high as 48.6%. The sensitivity study result shows that the system load rate is an influential parameter; it needs to be considered when characteristic parameters and fault decoupling variables are selected.
KW - Fault decoupling variables
KW - Fault impacts
KW - Feature selection
KW - Sensitivity analysis
KW - Variable refrigerant flow systems
UR - http://www.scopus.com/inward/record.url?scp=85141914101&partnerID=8YFLogxK
U2 - 10.1016/j.enbuild.2022.112624
DO - 10.1016/j.enbuild.2022.112624
M3 - Article
AN - SCOPUS:85141914101
SN - 0378-7788
VL - 278
JO - Energy and Buildings
JF - Energy and Buildings
M1 - 112624
ER -