REFERENCES
- Bishop , C. M. 2006 . Pattern Recognition and Machine Learning New York : Springer Science+Business Media. .
- Diaz , G. , Sen , M. , Yang , K. and McClain , R. 1999 . Simulation of heat exchanger performance by artificial neural networks . HVAC&R Research , 5 ( 3 ) : 195 – 208 .
- Hyvarinen , J. 1996 . Real Time Simulation of HVAC Systems for Building Optimization, Fault Detection and Diagnosis—Volume 2, Technical Papers of IEA Annex 25 Espoo, , Finland : Technical Research Centre of Finland, VTT Building Technology. .
- Lee , W. Y. , Park , C. and Kelly , G. 1996a . Fault diagnosis in an air–handling unit using residual and recursive parameter estimation methods . ASHRAE Transactions , 102 ( 1 ) : 528 – 39 .
- Lee , W. Y. , Park , C. , House , J. and Kelly , G. 1996b . Fault diagnosis of an air–handling unit using artificial neural networks . ASHRAE Transactions , 102 ( 1 ) : 540 – 49 .
- Li , X. , Vaezi-Nejad , H. and Visier , J. 1996 . Development of a fault diagnosis method for heating systems using neural networks . ASHRAE Transactions , 102 ( 1 ) : 607 – 14 .
- Mitchell , T. M. 1997 . Machine Learning Boston : WCB McGraw-Hill. .
- Peitsman , H. C. and Bakker , V. 1996 . Application of black–box models to HVAC systems for fault detection . ASHRAE Transactions , 102 ( 1 ) : 628 – 40 .
- Veronica , D. A. 2002 . Adaptive, predictive control of a cooling coil by an artificial neural network using emulator differencing , Master's thesis Boulder, CO : Department of Civil, Environmental, and Architectural Engineering, University of Colorado at Boulder. .
- Veronica , D. A. 2008 . Detecting heat exchanger fouling automatically with an embedded data–driven agent using expert signature maps , PhD dissertation Boulder, CO : Department of Civil, Environmental, and Architectural Engineering, University of Colorado at Boulder. .
- Veronica , D. A. 2010 . Detecting cooling coil fouling automatically—Part 1: A novel concept . HVAC&R Research , 16 ( 4 ) : 413 – 34 .
- Zhou , X. and Braun , J. 2007 . A simplified dynamic model for chilled-water cooling and dehumidifying coils—part 1: development (RP–1194) . HVAC&R Research , 13 ( 5 ) : 785 – 804 .