State estimation of the vinyl acetate reactor using Unscented Kalman Filters (UKF)

ICIECA 2005: International Conference on Industrial Electronics and Control Applications 2005

Volumn 2005, Issue , 2005, Pages

  Tudoroiu, N ^b   Khorasani, K ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL THEORY; EXTENDED KALMAN FILTERS; NEURAL NETWORKS; NONLINEAR CONTROL SYSTEMS; STATE ESTIMATION;

NEURAL NETWORK IDENTIFICATION; NONLINEAR PROCESSES; UNSCENTED KALMAN FILTER (UKF); UNSCENTED TRANSFORM TECHNIQUES (UTT);

CHEMICAL REACTORS;

EID: 33947165789     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIECA.2005.1644362     Document Type: Conference Paper

References (8)

1. N.Tudoroiu, Chemical Nonlinear Processes Optimization, Ph. D Thesis, Romania, 1990.
2. G.Plett, "Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs. Part 2. Modeling and identification", J. Power Sources 134, 2004, pp. 262-276.
3. S. Haykin, Adaptive filter theory - fourth edition, Prentice Hall, 2003.
4. J.Joseph, LaViola Jr., "A Comparison of Unscented and Extended Kalman Filtering for Estimating Quaternion Motion", Proceedings of the American Control Conference Denver, Colorado June 4-6, 2003.
5. N.Tudoroiu, K.Khorasani,. "Fault Detection and Diagnosis for Reaction Wheels of Satellite's Attitude Control System Using a Bank of Kalman Filters", International Symposium on Signal, Circuits and Systems, ISSCS, Iasi, Romania, 2005, IEEE Proceedings, Vol. 1, pp. 199-202.
6. N.Tudoroiu, K.Khorasani, "Fault Detection and Diagnosis for Satellite's Attitude Control System using an Interactive Multiple Model (IMM) Approach", The 2005 Conference on Control Applications, CCA05, Toronto, Canada, 28-31 August 2005, CD-ROM Proceedings.
7. S.J.Julier, J.K.Uhlman, "A New Extension of the Kalman Filter to Nonlinear Systems". Proceedings of AeroSense, The 11th International Symposium on Aerospace/Defence Sensing, Simulation and Controls, 1997, pp. 182-193.
8. E.A.Wan, R.Merwe, "The Unscented Kalman Filter for Nonlinear Estimation", Proceedings IEEE Symposium 2000 (AS-SPCC), Lake Louise, Alberta, Canada, Oct. 2000.