Abstract
Although there have been several studies that have focused on the effects of faults on the performance and on the characteristic features that could be used to detect faults, almost none of the research has studied the effects of multiple simultaneous faults. Existing fault detection and diagnosis approaches that have been developed based on single faults may struggle with simultaneous faults. This paper is part of a series that present a methodology and comprehensive measurement data from a battery of laboratory tests on an air-conditioner with combinations of common faults (refrigerant charge, evaporator airflow, non-condensable gas, and liquid line restrictions) imposed, to show how the indicator variables and overall performance are impacted. The system has a microtube condenser and a fixed-orifice (FXO) expansion device, which are found to affect the features’ fault sensitivity. This experiment is the first to test these combined faults in an FXO-equipped system, so comparisons are made to a previously studied thermostatic expansion valve-equipped system. Finally, a promising charge diagnostic technology is assessed, to see how it is impacted by other faults. The faults reduced capacity by up to 42%, and efficiency by up to 39%. The charge diagnostic performed well, even with multiple faults present.
Original language | English |
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Article number | 119015 |
Journal | Applied Thermal Engineering |
Volume | 215 |
DOIs | |
State | Published - Oct 2022 |
Externally published | Yes |
Funding
This work was supported by the Building America Program of the U.S. Department of Energy's Office of Energy Efficiency and Renewable Energy (EERE) under Building Technologies Office agreement DE-EE0008689. The air conditioner was provided by Carrier. We are grateful to Dave Coziahr for his expertise and assistance with its installation.
Keywords
- Fault detection features
- Microtube condenser
- Refrigerant charge
- Simultaneous-fault impacts
- Split system air conditioner