Abstract
Fault diagnosis for air source heat pumps (ASHPs) is essential to maintain system’s operational efficiency and safety. This paper reports a new extension theory-based fault diagnosis method for an ASHP system. An experimental ASHP was set up in environment chambers. Using the experimental ASHP, abnormal operations under five single faults imposed, including compressor valve leakage, reversing valve leakage, condensing airflow faulting, refrigerant liquid line restriction, and refrigerant charge fault, were implemented, and the related fault data obtained. The extension diagnosis method based on the extended correlation function and the matter-element model was then proposed to identify the different fault types. The diagnosis results showed that the proposed fault diagnosis method was able to detect the malfunction types occurring in the experimental ASHP system correctly and promptly.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Cho, J.M., et al.: Normalized performance parameters for a residential heat pump in the cooling mode with single faults imposed. Appl. Therm. Eng. 67(1–2), 1–15 (2014)
Katipamula, S., Brambley, M.R.: Methods for fault detection, diagnostics, and prognostics for building systems—a review, part II. Hvac&R Res. 11(2), 169–187 (2005)
Katipamula, S., Brambley, M.R.: Methods for fault detection, diagnostics, and prognostics for building systems—a review, part I. Hvac&R Res. 11(1), 3–25 (2005)
Reddy, A.T., et al.: Evaluation of the suitability of different chiller performance models for on-line training applied to automated fault detection and diagnosis (RP-1139). HVAC&R Res. 9(4), 385–414 (2003)
Kim, M., et al.: Design of a steady-state detector for fault detection and diagnosis of a residential air conditioner. Int. J. Refrig. 31(5), 790–799 (2008)
Chao, K.H., Ho, S.H., Wang, M.H.: Modeling and fault diagnosis of a photovoltaic system. Electr. Power Syst. Res. 78(1), 97–105 (2008)
Cai, W.: The extension set and incompatibility problem. J. Sci. Explor. 1, 81–93 (1983)
Acknowledgements
The financial supports for the Natural Science Foundation of Zhejiang Province (Project No. LQ19E060007) are gratefully acknowledged.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Xia, Y., Ding, Q., Jiangzhou, S., Liu, Y., Zhang, X. (2020). An Extension Theory-Based Fault Diagnosis Method for an Air Source Heat Pump. In: Wang, Z., Zhu, Y., Wang, F., Wang, P., Shen, C., Liu, J. (eds) Proceedings of the 11th International Symposium on Heating, Ventilation and Air Conditioning (ISHVAC 2019). ISHVAC 2019. Environmental Science and Engineering(). Springer, Singapore. https://doi.org/10.1007/978-981-13-9524-6_78
Download citation
DOI: https://doi.org/10.1007/978-981-13-9524-6_78
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-13-9523-9
Online ISBN: 978-981-13-9524-6
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)