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The paper presents an on-line analyzer system based on a Kalman filtering technique. The system is implemented on a computer, and is tested against an analyzer simulator. A mathematical model for the analyzer is established. An extended Kalman filter is performing both component estimation and analyzer calibration. This will improve the accuracy of the analysis.