“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.

PDF PDF (755 Kb)        DOI: 10.4173/mic.1988.1.1

References:
[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}
};