On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering

On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering

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 a...

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Bibliographic Details
Main Authors: Ola Norderhaug, Jens G. Balchen, Tor Onshus
Format: Article
Language:English
Published: Norwegian Society of Automatic Control 1988-01-01
Series:Modeling, Identification and Control
Subjects:
Kalman filtering
estimation
calibration
Online Access:http://www.mic-journal.no/PDF/1988/MIC-1988-1-1.pdf
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spelling doaj-10563c9755f5423f8d0fc204d10a03552020-11-24T22:46:33ZengNorwegian Society of Automatic ControlModeling, Identification and Control0332-73531890-13281988-01-019131510.4173/mic.1988.1.1On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-FilteringOla NorderhaugJens G. BalchenTor OnshusThe 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. http://www.mic-journal.no/PDF/1988/MIC-1988-1-1.pdfKalman filteringestimationcalibration
collection DOAJ
language English
format Article
sources DOAJ
author Ola Norderhaug
Jens G. Balchen
Tor Onshus
spellingShingle Ola Norderhaug
Jens G. Balchen
Tor Onshus
On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
Modeling, Identification and Control
Kalman filtering
estimation
calibration
author_facet Ola Norderhaug
Jens G. Balchen
Tor Onshus
author_sort Ola Norderhaug
title On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
title_short On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
title_full On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
title_fullStr On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
title_full_unstemmed On-Line Component Estimation and Analyser Claibration for a Complex Industrial Processing Plant using Kalman-Filtering
title_sort on-line component estimation and analyser claibration for a complex industrial processing plant using kalman-filtering
publisher Norwegian Society of Automatic Control
series Modeling, Identification and Control
issn 0332-7353
1890-1328
publishDate 1988-01-01
description 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.
topic Kalman filtering
estimation
calibration
url http://www.mic-journal.no/PDF/1988/MIC-1988-1-1.pdf
work_keys_str_mv AT olanorderhaug onlinecomponentestimationandanalyserclaibrationforacomplexindustrialprocessingplantusingkalmanfiltering
AT jensgbalchen onlinecomponentestimationandanalyserclaibrationforacomplexindustrialprocessingplantusingkalmanfiltering
AT toronshus onlinecomponentestimationandanalyserclaibrationforacomplexindustrialprocessingplantusingkalmanfiltering
_version_ 1725684878812381184

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