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Original Articles

Automatic HVAC fault detection and diagnosis system generation based on heat flow models

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Pages 112-125 | Received 22 Dec 2010, Accepted 27 Jun 2011, Published online: 29 Feb 2012

References

  • Baer , K. , Hinkelmann , M. and Schöckle , M. 1996 . Building Optimization and Fault Diagnosis Source Book, Associative networks 219 – 22 . IEA Annex 25
  • Castro , N. S. , Schein , J. , Park , C. , Galler , M. A. , Bushby , S. T. and House , J. M. 2003 . Results from simulation and laboratory testing of air handling units and variable air volume box diagnostic tools . NISTIR 6964 Report, National Institute of Standards and Technology, Gaithersburg, MD
  • Dexter , A. L. and Ngo , D. 2001 . Fault diagnosis in air-conditioning systems: A multi-step fuzzy model-based approach . International Journal of Heating, Ventilating, Air Conditioning and Refrigerating Research , 7 ( 1 ) : 83 – 102 .
  • Haves , P. , Salsbury , T. I. and Wright , J. A. 1996 . Condition monitoring in HVAC subsystems using first principles models . ASHRAE Transactions , 102 ( 1 ) : 519 – 27 .
  • House , J. M. , Vaezi–Nejad , H. and Witcomb , J. M. 2001 . An expert rule set for fault detection in air-handling units . ASHRAE Transactions , 107 ( 1 ) : 858 – 71 .
  • Hyvarinen , J. and Kohonen , R. 1993 . Building optimization and fault diagnosis system concept , Espoo , , Finland : International Energy Agency . ANNEX 25
  • Katipamula , S. and Brambley , M. R. 2005a . Methods for fault detection, diagnostics and prognostics for building systems—A review, part I . IJHVAC&R Research , 11 ( 1 ) : 3 – 25 .
  • Katipamula , S. and Brambley , M. R. 2005b . Methods for fault detection, diagnostics and prognostics for building systems—A review, part II . IJHVAC&R Research , 12 ( 2 ) : 169 – 87 .
  • Larsson , J. E. 2002 . Diagnostic algorithms based on multilevel flow models . Proceedings of the 19th Workshop of the Swedish AI Society, Ronneby, Sweden ,
  • Lee , W. Y. , House , J. M. and Visier , J. C. 1996 . Development of a fault diagnosis method for heating systems using neural networks . ASHRAE Transactions , 102 ( 1 ) : 607 – 14 .
  • Li , S. 2010 . A model-based fault detection and diagnostic methodology for secondary HVAC systems , Philadelphia , PA : Drexel University . Doctoral thesis
  • Lu , Y. , Zimmermann , G. and Lo , G. 2010 . Fault detection and diagnosis of HVAC systems based on a new heat flow model (HFM) . Proceedings of the 7th International Conference on Indoor Air Quality, Ventilation, and Energy Conservation in Buildings (IAQVEC 2010), Syracuse, NY ,
  • Norford , L. K. , Wright , J. A. , Buswell , R. A. , Luo , D. , Klaassen , C. J. and Suby , A. 2002 . Demonstration of fault detection and diagnosis methods for air-handling units (ASHRAE 1020-RP) . International Journal of Heating, Ventilating, Air Conditioning, and Refrigerating Research , 8 ( 1 ) : 41 – 71 .
  • Olsen , A. , Färgemand , O. , Möller–Pedersen , B. , Reed , R. and Smith , J. R.W. 1994 . System Engineering Using SDL-92 , Amsterdam : Elsevier .
  • Venkatasubramanian , V. , Rengaswamy , R. , Yin , K. and Kavuri , S. N. 2003a . A review of process fault detection and diagnosis. Part I: Quantitative model-based methods . Computers in Chemical Engineering , 27 : 293 – 311 .
  • Venkatasubramanian , V. , Rengaswamy , R. , Yin , K. and Kavuri , S. N. 2003b . A review of process fault detection and diagnosis. Part II: Qualitative models and search strategies . Computers in Chemical Engineering , 27 : 313 – 26 .
  • Venkatasubramanian , V. , Rengaswamy , R. , Yin , K. and Kavuri , S. N. 2003c . A review of process fault detection and diagnosis. Part III: Process history based methods . Computers in Chemical Engineering , 27 : 327 – 46 .
  • Zimmermann , G. , Lu , Y. and Lo , G. 2010 . Heat flow modeling of HVAC systems for fault detection and diagnosis . Proceedings SimBuild 2010, Fourth National Conference of IBPSA-USA, New York , : 215 – 22 .

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