LAPSE:2023.23586
Published Article

LAPSE:2023.23586
Fault Detection Methodology for Secondary Fluid Flow Rate in a Heat Pump Unit
March 27, 2023
Abstract
Fault detection and diagnosis (FDD) has become an important subject in heat pumps due to its potential for energy savings. However, research on multiple faults occurring at the secondary fluid side of heat pumps is rare in the open literature. This study experimentally examined single secondary fluid flow rate faults (SSFF) and multiple-simultaneous secondary fluid flow rate faults (MSSFF) and their effects on the performance of a heat pump unit, which is a core component of ground source heat pump systems, and proposed FDD methodology to detect these faults. The secondary fluid flow rate faults were simulated in cooling mode by varying the evaporator and condenser secondary fluid flow rates at 60%, 80%, 100%, 120%, and 140% of the reference value according to varying outdoor entering water temperature conditions. Condenser secondary fluid flow rate faults affected the heat pump coefficient of performance(COP) significantly more than the evaporator secondary fluid flow rate fault in SSFF. Cooling capacity was highly dependent on the evaporator secondary fluid flow rate fault while COP was greatly affected by the condenser secondary fluid flow rate fault in MSSFF. The FDD methodology was modeled using correlations and performance trends of the heat pump and can detect SSFF and MSSFF within an error threshold of ±1.6% and ±6.4% respectively.
Fault detection and diagnosis (FDD) has become an important subject in heat pumps due to its potential for energy savings. However, research on multiple faults occurring at the secondary fluid side of heat pumps is rare in the open literature. This study experimentally examined single secondary fluid flow rate faults (SSFF) and multiple-simultaneous secondary fluid flow rate faults (MSSFF) and their effects on the performance of a heat pump unit, which is a core component of ground source heat pump systems, and proposed FDD methodology to detect these faults. The secondary fluid flow rate faults were simulated in cooling mode by varying the evaporator and condenser secondary fluid flow rates at 60%, 80%, 100%, 120%, and 140% of the reference value according to varying outdoor entering water temperature conditions. Condenser secondary fluid flow rate faults affected the heat pump coefficient of performance(COP) significantly more than the evaporator secondary fluid flow rate fault in SSFF. Cooling capacity was highly dependent on the evaporator secondary fluid flow rate fault while COP was greatly affected by the condenser secondary fluid flow rate fault in MSSFF. The FDD methodology was modeled using correlations and performance trends of the heat pump and can detect SSFF and MSSFF within an error threshold of ±1.6% and ±6.4% respectively.
Record ID
Keywords
capacity, COP, fault detection and diagnosis, ground source heat pump, heat pump, secondary fluid flow rate
Subject
Suggested Citation
Boahen S, Mensah K, Nam Y, Choi JM. Fault Detection Methodology for Secondary Fluid Flow Rate in a Heat Pump Unit. (2023). LAPSE:2023.23586
Author Affiliations
Boahen S: Department of Mechanical Engineering, Cape Coast Technical University, P.O. Box DL 50, Cape Coast, Ghana [ORCID]
Mensah K: Graduate School of Mechanical Engineering, Hanbat National University, Daejeon 34158, Korea [ORCID]
Nam Y: Department of Architectural Engineering, Pusan National University, Busan 46241, Korea
Choi JM: Department of Mechanical Engineering, Hanbat National University, Daejeon 34158, Korea
Mensah K: Graduate School of Mechanical Engineering, Hanbat National University, Daejeon 34158, Korea [ORCID]
Nam Y: Department of Architectural Engineering, Pusan National University, Busan 46241, Korea
Choi JM: Department of Mechanical Engineering, Hanbat National University, Daejeon 34158, Korea
Journal Name
Energies
Volume
13
Issue
11
Article Number
E2974
Year
2020
Publication Date
2020-06-09
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en13112974, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2023.23586
This Record
External Link

https://doi.org/10.3390/en13112974
Publisher Version
Download
Meta
Record Statistics
Record Views
170
Version History
[v1] (Original Submission)
Mar 27, 2023
Verified by curator on
Mar 27, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.23586
Record Owner
Auto Uploader for LAPSE
Links to Related Works
