An improved method for fault detection and diagnosis applied to packaged air conditioners

ASHRAE Transactions

Volumn 109 PART 2, Issue , 2003, Pages 683-692

  Li, Haorong ^a   Braun, James E ^a  

^a Purdue University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; FAILURE ANALYSIS; MATHEMATICAL MODELS; MATRIX ALGEBRA; MONTE CARLO METHODS; PROBABILITY;

FAULT DETECTION; FAULT DIAGNOSIS; PACKAGED AIR CONDITIONERS;

AIR CONDITIONING;

EID: 0041752439     PISSN: 00012505     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Breuker, M.S. 1997. Evaluation of a statistical, rule-based detection and diagnosis method for vapor compression air conditioners, Master's thesis, School of Mechanical Engineering, Purdue University.
2. Breuker, M.S., and J.E. Braun. 1998a. Common faults and their impacts for rooftop air conditioners. International Journal of HVAC&R Research 4(3): 303-318.
3. Breuker, M.S., and J.E. Braun. 1998b. Evaluating the performance of a fault detection and diagnostic system for vapor compression equipment. International Journal of HVAC&R Research 4(4): 401-425.
4. Fukunaga, K. 1990. Introduction to Statistical Pattern Recognition. Academic Press, Purdue University, W. Lafayette, Ind.
5. Isermann, R. 1984. Process fault detection based on modeling and estimation - A survey. Automatica 20(4): 387-404.
6. Li, H., and J.E. Braun. 2002. On-line models for use in automated fault detection and diagnosis for HVAC&R equipment. Proceedings of the 2002 ACEEE Conference on Energy Efficiency in Buildings, Monterey, CA.
7. Rossi, T.M. 1995. Detection, diagnosis, and evaluation of faults in vapor compression cycle equipment. Ph.D. Thesis, School of Mechanical Engineering, Purdue University.
8. Rossi, T.M., and J.E. Braun. 1997. A statistical, rule-based fault detection and diagnostic method for vapor compression air conditioners. International Journal of HVAC&R Research 3(1): 19-37.
9. Specht, D.F. 1991. A general regression neural network. IEEE Transactions on Neural Networks 2(6): 568-576.