Dual EKF estimator for fault detection and isolation in Heating Ventilation and Air Conditioning systems

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2012, Pages 2257-2262

  Zaheeruddin, Mohammed ^a   Tudoroiu, Nicolae ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED TECHNIQUES; BUILDING SYSTEMS; DETECTION TIME; DUAL EXTENDED KALMAN FILTER; FAULT DETECTION AND ISOLATION; FAULT SCENARIOS; FAULTY VALVES; HEATING VENTILATION; HEATING VENTILATION AND AIR CONDITIONING; HVAC SYSTEM; OPERATING CONDITION; SIMULATION ENVIRONMENT; VALVE ACTUATORS;

EXTENDED KALMAN FILTERS; FAULT DETECTION; HEAT PUMP SYSTEMS; INDUSTRIAL ELECTRONICS; PARAMETER ESTIMATION;

AIR CONDITIONING;

EID: 84872894682     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2012.6388885     Document Type: Conference Paper

References (7)

1. Y. Zhang and Rong-Li Xiao, "Detection and Diagnosis of Sensor and Actuator Failures using IMM Estimator"', IEEE Transaction on Aerospace and Electronic Systems, Vol.34, No.4, pp. 1293-1311, 1998.
2. S. Haykin, Kalman Filtering and Neural Networks, John Willey & Sons, 2001.
3. G. L. Plett, "Extended Kalman filtering for battery management systems of LiPb-based HEV battery packs. Part3. State and parameter estimation"', Elsevier, Journal of Power Sources, Vol.134, 2004, pp. 277-292.
4. N. Tudoroiu, M.Zaheeruddin, Elena-Roxana Tudoroiu, Y.Jeflea, "Fault Detection and Diagnosis (FDD) in Heating Ventilation Air Conditioning Systems (HVAC) Using an Interactive Multiple Model Augmented Unscented Kalman Filter (IMMAUKF)", IEEE Proceedings HSI 2008, Krakow, Poland, May 25-27, 2008, ISSN 1-4244-1543-8
5. N. Tudoroiu, M. Zaheerudin, D.Curiac, Roxana-Elena Tudoroiu, Manuela Grigore, Y.Jeflea, "An Augmented State Estimation Unscented Kalman Filter (UKF) Algorithm to Monitor the States in Heating Ventilation Air Conditioning Systems ", Information Systems Architecture and TechnologyModel Based Decisions, Library of Informatics of University Level Schools, ISBN 978-83-7493-415-2, pp.153-166, Wroclaw 2008, Poland.
6. N. Tudoroiu, M. Zaheeruddin, Cl. Chiru, Manuela Grigore, Elena-Roxana Tudoroiu, "Unscented Kalman Filter (UKF) and Frequency Analysis (FA) Techniques for Fault Detection, Diagnosis and Isolation (FDDI) in Heating Ventilation and Air Conditioning (HVAC) Systems-Comparison Results", HSI'09, IEEE 2nd International Conference on Human System Interaction, HSI'09, Catania, Italy, May 21-23, 2009, Proceedings, ISBN: 978-1-4244-3960-7.
7. R. J. Patton, P. M. Frank, and R. N. Clark, "Fault Diagnosis in Dynamic Systems, Theory and Applications", Englewood Cliffs, NJ: Prentice Hall, 1989.