Extended Observer Form for Nonlinear System with Disturbances: Algorithm and Application

The paper addresses the problem of transforming single-output nonlinear state equations affine in disturbance into an extended observer form whose nonlinear injection part depends additionally on the derivatives of the output up to a finite order. Moreover, the considered form is affine in disturbance. Based on the earlier results a detailed algorithm is given and applied to the model of a synchronous machine connected to an infinite bus. For the system in the extended observer form a reduced-order Kalman-filter based observer can be designed such that its error dynamics is exponentially attractive and it is stable in the input-to-state sense with respect to the disturbance.

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Publication Details

Published
2024-12-12
DOI
https://doi.org/10.1109/icarcv63323.2024.10821609
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
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Extended Observer Form for Nonlinear System with Disturbances: Algorithm and Application

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Extended Observer Form for Nonlinear System with Disturbances: Algorithm and Application

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article en

Abstract

The paper addresses the problem of transforming single-output nonlinear state equations affine in disturbance into an extended observer form whose nonlinear injection part depends additionally on the derivatives of the output up to a finite order. Moreover, the considered form is affine in disturbance. Based on the earlier results a detailed algorithm is given and applied to the model of a synchronous machine connected to an infinite bus. For the system in the extended observer form a reduced-order Kalman-filter based observer can be designed such that its error dynamics is exponentially attractive and it is stable in the input-to-state sense with respect to the disturbance.

Tallinn University of Technology (EE), Technion – Israel Institute of Technology (IL), Tata Consultancy Services (India) (IN)
Openalex Percentile: Top 69%
Adaptive Control of Nonlinear Systems
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