Application of extended Kalman filter to a batch cooling crystallizer

Separation Science and Technology

Volumn 36, Issue 13, 2001, Pages 3049-3069

  Xie, W ^a   Rohani, S ^a  

^a UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

Batch cooling crystallizer; Extended Kalman filter; Simulation study

Indexed keywords

COOLING; CRYSTALLIZERS; NONLINEAR SYSTEMS;

STATE ESTIMATION TECHNIQUE;

KALMAN FILTERING;

BATCH PROCESS; COOLING; CRYSTALLIZATION;

ALGORITHM; ARTICLE; CALCULATION; CONCENTRATION (PARAMETERS); COOLING; CRYSTALLIZATION; FILTER; NOISE; NONLINEAR SYSTEM; SIMULATION; TECHNIQUE; TEMPERATURE DEPENDENCE;

EID: 0035560767     PISSN: 01496395     EISSN: None     Source Type: Journal    
DOI: 10.1081/SS-100107645     Document Type: Article

References (24)

1. Kalman prediction problems
2. New results in linear filtering and prediction theory
3. Sequential estimation of states and kinetic parameters in tubular reactors with catalyst decay
4. Optimal stochastic control of nonlinear systems
5. Application of modern estimation methods and identification techniques to chemical process
6. A modern approach to industrial process control
7. On-line state estimation with a small computer
8. A experiment evaluation of Kalman filtering
9. Comparison of two approaches to on-line parameter and state estimation of nonlinear systems
10. Studies on on-line bioreactor identification
11. Studies on on-line bioreactor identification. II. Numerical and experimental results
12. Optimal state and parameter identification. An application to batch fermentation
13. Dynamic modeling and state estimation for an emulsion copolymerization reactor
14. State estimation for semi-batch polymerization reactors
15. Process control applications of an extended Kalman filter algorithm
16. Extended Kalman filter based nonlinear model predictive control
17. Extended Kalman filter based nonlinear model predictive control for a continuous MMA polymerization reactor
18. Dynamic modeling and operation of a seed batch cooling crystallizer
19. Simultaneous estimation of crystal nucleation and growth kinetics from batch experiments
20. On-line measurement of supersaturation of a KCl-NaCl aqueous solution based on density measurement