A fault detection technique for air-source heat pump water chiller/heaters

Energy and Buildings

Volumn 41, Issue 8, 2009, Pages 881-887

  Chen, Youming ^a,b   Lan, Lili ^a,b  

^a HUNAN UNIVERSITY   (China)

^b MOE   (China)

Author keywords

Air source heat pump; Condenser fouling; Fault detection; PCA; Water chiller heater

Indexed keywords

AIR-SOURCE HEAT PUMP; AIRCONDITIONING SYSTEMS; CONDENSER FOULING; DETECTION METHODS; FAULT DETECTION SYSTEMS; FAULT DETECTION TECHNIQUES; HEAT PUMP UNIT; MEASURED DATA; NORMAL CONDITION; PCA; PCA MODEL; PREDICTION ERRORS; TEST PLATFORMS;

CONDENSERS (LIQUEFIERS); HEAT PUMP SYSTEMS; OFFICE BUILDINGS; PRINCIPAL COMPONENT ANALYSIS; PUMPS; REGRESSION ANALYSIS;

FAULT DETECTION;

EID: 67349194402     PISSN: 03787788     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enbuild.2009.03.007     Document Type: Article

References (21)

1. M. Erb, P. Hubacher, H.P. Eicher, et al., Feldanalyse von WP-Anlagen, Bundesamt für Engergie, 2000.
2. Katipamula S., and Branbley M. Automated diagnostics Improving building system and equipment performance. Energy User News 23 4 (1998)
3. Krafthefer B.C., Rask D.R., Bonne U., et al. Air conditioning and heat pump operation cost savings by maintaining coil cleanliness. ASHRAE Transactions 93 1 (1987) 1458-1473
4. P. Neuenschwander, Wämetauscher-Üerwachung durch Messen von Ein-und Ausgangsgrössen, Forschungsbericht Nr. 22, Laboratorium für Energiesysteme, ETH Zürich, Juris Verlag, 1996.
5. Thomson M., Twigg P.M., Majeed B.A., and Ruck N. Statistical process control based fault detection of CHP units. Control Engineering Practice 8 (2000) 13-20
6. Weyer E., Szederkenyi G., and Hangos K. Grey box fault detection of heat exchangers. Control Engineering Practice 8 (2000) 121-131
7. C. Kuhlmann, Instandhaltungsmanagement und Betriebskostenoptimierung für Wärmeaustauscher, SGA-Bulletin Nr. 28, Schweizerische Gesellschaft für Automatik, 2000.
8. D. Zogg, Fault diagnosis for heat pump systems. Ph.D. Thesis, Swiss Federal Institute of Technology, Zurich, 2002, pp. 247.
9. Jackson J.E. A User's Guide to Principal Components (1991), John Wiley & Sons Inc.
10. Jolliffe I.T. Principal Component Analysis (1986), Springer-Verlag, New York Inc.
11. Wang S., and Chen Y. Sensor validation and reconstruction for building central chilling systems based on principal component analysis. Energy Conversion and Management 45 5 (2004) 673-695
12. Russell E.L., Chiang L.H., and Richard D.B. Data-driven techniques for fault detection and diagnosis in chemical process (2000), Springer, London, Hong Kong
13. Wang S.W., and Xiao F. Sensor fault detection and diagnosis of air-handling units using condition-based adaptive statistical method. HVAC&R Research 12 1 (2006) 127-150
14. Wang S.W., and Xiao F. AHU sensor fault diagnosis using principal component analysis method. Energy and Buildings 36 2 (2004) 147-160
15. Wang S.W., and Cui J.T. Sensor FDD and estimation in centrifugal chiller systems using principal component analysis method. Applied Energy 82 3 (2005) 197-213
16. Qin J.Y., and Wang S.W. A fault detection and diagnosis strategy of VAV air-conditioning systems for improved energy and control performances. Energy and Buildings 37 10 (2005) 1035-1048
17. Wang S.W., and Qin J.Y. Sensor fault detection and validation of VAV terminals in air-conditioning systems. Energy Conversion and Management 46 15-16 (2005) 2482-2500
18. Valle S., Li W., and Qin S.J. Select of the number of principal components: the variance of the reconstruction error criterion with a comparison to other methods. Industrial and Engineering Chemistry Research 38 11 (1999) 4389-4401
19. Dunia R., and Qin S.J. Subspace approach to multidimensional fault identification and reconstruction. AIChE Journal 44 8 (1998) 1813-1831
20. Qin S.J. Determining the number of principal components for best reconstruction. Journal of Process Control 10 2 (2000) 25-28
21. Qin S.J., and Dunia R. Determining the number of principal components for best reconstruction. Proceedings of IFAC Dynamic and Control of Process Systems (1998) 357-362