skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Effects of multiple simultaneous faults on characteristic fault detection features of a heat pump in cooling mode

Journal Article · · Energy and Buildings
 [1];  [1]
  1. Univ. of Nebraska-Lincoln, Omaha, NE (United States). Durham School of Architectural Engineering and Construction

Faults in air-cooled vapor compression air-conditioning systems are known to reduce performance, including efficiency, capacity, and lifespan. Their effects have been studied, and fault detection and diagnostic (FDD) methods have been developed as tools for field technicians to install or repair systems, or for monitoring to alert operators to the fault’s presence. Most of this work has focused on faults that occur singly. It is likely that in some systems, multiple faults occur simultaneously, but it is uncertain what effects this may have on diagnostics. Here, this paper describes a laboratory study of a split system air source heat pump in which combinations of two, three, and four simultaneous faults occur. The study includes all combinations of: improper evaporator airflow; overcharge or undercharge of refrigerant; liquid line restrictions; and non-condensable gas in the refrigerant, each at multiple fault intensities. Fault features – those characteristics that can be determined from measurements, for use in diagnostics – are analyzed, and the key fault features are presented. A robust existing method for determining refrigerant charge, the virtual refrigerant charge sensor (VRC) is tested using the multiple fault data, in order to understand how its performance is impacted by the combined faults. The VRC performs well, typically able to correctly determine whether a system is undercharged or overcharged, but the magnitude estimates are impacted. The results suggest that simple subcooling-based methods of charging a system are likely to provide unsatisfactory results when other faults are present.

Research Organization:
Univ. of Nebraska, Lincoln, NE (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Energy Efficiency Office. Building Technologies Office
Grant/Contract Number:
EE0008689
OSTI ID:
1977079
Alternate ID(s):
OSTI ID: 1868615
Journal Information:
Energy and Buildings, Vol. 251, Issue C; ISSN 0378-7788
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (31)

Extension of a virtual refrigerant charge sensor journal July 2015
An experimental study of the behavior of a high efficiency residential heat pump in cooling mode with common installation faults imposed journal February 2021
A review of fault detection and diagnostics methods for building systems journal April 2017
A Methodology for Diagnosing Multiple Simultaneous Faults in Vapor-Compression Air Conditioners journal March 2007
Evaluating the performance of fault detection and diagnostics protocols applied to air-cooled unitary air-conditioning equipment journal July 2013
Normalized performance parameters for a residential heat pump in the cooling mode with single faults imposed journal June 2014
Evaluating the Performance of a Fault Detection and Diagnostic System for Vapor Compression Equipment journal October 1998
Review Article: Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems—A Review, Part I journal January 2005
Simulation of fault impacts for vapor compression systems by inverse modeling. Part II: System modeling and validation journal July 2013
A Statistical, Rule-Based Fault Detection and Diagnostic Method for Vapor Compression Air Conditioners journal January 1997
Decoupling features for diagnosis of reversing and check valve faults in heat pumps journal March 2009
Failure Detection Diagnostics for Thermofluid Systems journal December 1992
Generalized effects of refrigerant charge on normalized performance variables of air conditioners and heat pumps journal April 2017
Common Faults and Their Impacts for Rooftop Air Conditioners journal July 1998
Residential heat pump heating performance with single faults imposed journal April 2011
Development, implementation, and evaluation of a fault detection and diagnostics system based on integrated virtual sensors and fault impact models journal December 2020
Virtual Refrigerant Pressure Sensors for Use in Monitoring and Fault Diagnosis of Vapor-Compression Equipment journal May 2009
Measured effect of airflow and refrigerant charge on the seasonal performance of an air-source heat pump using R-410A journal July 2011
Development of Refrigerant Monitoring System for Automotive Air-Conditioning System conference February 1992
Review Article: Methods for Fault Detection, Diagnostics, and Prognostics for Building Systems—A Review, Part II journal April 2005
Generalized effects of faults on normalized performance variables of air conditioners and heat pumps journal January 2018
Artificial intelligence-based fault detection and diagnosis methods for building energy systems: Advantages, challenges and the future journal July 2019
Performance of a residential heat pump operating in the cooling mode with single faults imposed journal March 2009
Development, Evaluation, and Demonstration of a Virtual Refrigerant Charge Sensor journal January 2009
A review of the fault behavior of heat pumps and measurements, detection and diagnosis methods including virtual sensors journal July 2021
Fault Detection and Diagnostics for Commercial Coolers and Freezers journal January 2009
Decoupling features and virtual sensors for diagnosis of faults in vapor compression air conditioners journal May 2007
Performance evaluation of a virtual refrigerant charge sensor journal May 2013
Impacts of simultaneous operating faults on cooling performance of a high efficiency residential heat pump journal July 2021
Detection of Rooftop Cooling Unit Faults Based on Electrical Measurements journal January 2006
A critical review of fault modeling of HVAC systems in buildings journal July 2018