“On-Line Component Estimation and Analyser Calibration for a Complex Industrial Processing Plant using Kalman-Filtering”
Authors: Ola Norderhaug, Jens G. Balchen and Tor Onshus,Affiliation: NTNU, Department of Engineering Cybernetics
Reference: 1988, Vol 9, No 1, pp. 3-15.
Keywords: Kalman filtering, estimation, calibration, chemical analysis
Abstract: The paper presents an on-line analyser system based on a Kalman filtering technique. The system is implemented on a computer, and tested against an analyser simulator. A mathematical model for the analyser is also determined since an extended Kalman filter can perform both component estimation and analyser calibration, accuracy in the analysis is improved.
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DOI: 10.4173/mic.1988.1.1References:
[1] JAZWINSKI, A.H. (1970). Stochastic processes and filtering theory, Academic Press, New York.
BibTeX:
@article{MIC-1988-1-1,
title={{On-Line Component Estimation and Analyser Calibration for a Complex Industrial Processing Plant using Kalman-Filtering}},
author={Norderhaug, Ola and Balchen, Jens G. and Onshus, Tor},
journal={Modeling, Identification and Control},
volume={9},
number={1},
pages={3--15},
year={1988},
doi={10.4173/mic.1988.1.1},
publisher={Norwegian Society of Automatic Control}
};