Flatness-based algebraic fault identification for a wave equation with dynamic boundary conditions
This paper presents a fault identification approach for a boundary controlled wave equation with dynamic boundary conditions. The faulty system is subject to an additive time-varying actuator fault and an unknown in-domain disturbance. These signals are assumed to be the solution of a finite-dimensi...
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Published in | IFAC-PapersOnLine Vol. 53; no. 2; pp. 7647 - 7652 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
2020
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Subjects | |
Online Access | Get full text |
ISSN | 2405-8963 2405-8963 |
DOI | 10.1016/j.ifacol.2020.12.1366 |
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Abstract | This paper presents a fault identification approach for a boundary controlled wave equation with dynamic boundary conditions. The faulty system is subject to an additive time-varying actuator fault and an unknown in-domain disturbance. These signals are assumed to be the solution of a finite-dimensional signal model so that polynomial and trigonometric faults as well as disturbances can be taken into account. By making use of integral transformations an algebraic expression is derived to obtain the fault from the known input and output in finite time. The kernels determining the integral transformations are obtained by solving the so-called kernel equations. This problem is traced back to the flatness-based realization of a setpoint change for an ODE-PDE casacade. From this, a condition for fault identification is derived. A simulation example demonstrates the proposed approach. |
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AbstractList | This paper presents a fault identification approach for a boundary controlled wave equation with dynamic boundary conditions. The faulty system is subject to an additive time-varying actuator fault and an unknown in-domain disturbance. These signals are assumed to be the solution of a finite-dimensional signal model so that polynomial and trigonometric faults as well as disturbances can be taken into account. By making use of integral transformations an algebraic expression is derived to obtain the fault from the known input and output in finite time. The kernels determining the integral transformations are obtained by solving the so-called kernel equations. This problem is traced back to the flatness-based realization of a setpoint change for an ODE-PDE casacade. From this, a condition for fault identification is derived. A simulation example demonstrates the proposed approach. |
Author | Fischer, F. Deutscher, J. |
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CitedBy_id | crossref_primary_10_1080_00207179_2023_2175309 |
Cites_doi | 10.1002/rnc.4700 10.1080/17415977.2016.1240793 10.1080/00207170701561435 10.1016/j.ifacol.2018.09.602 |
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Keywords | fault diagnosis motion planning flatness Distributed-parameter systems modulating functions |
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References_xml | – year: 2008 ident: bib2449 publication-title: Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools – volume: 7 start-page: 43 year: 2002 end-page: 67 ident: bib2448 article-title: A model-based fault detection and diagnosis scheme for distributed parameter systems:A learning systems approach publication-title: ESAIM: Control, Optimisation and Calculus of Variations – year: 1999 ident: bib2447 publication-title: Robust Model-Based Fault Diagnosis for Dynamic Systems – reference: Fischer, F. and Deutscher, J. (2018). Modulating function based fault detection for parabolic systems with polynomial faults. In 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS, 359-366. Warsaw, Poland. – volume: 17 start-page: 1 year: 1993 end-page: 16 ident: bib2451 article-title: Theory and application of the modulating function method-I publication-title: Review and theory of the method and theory of the spline-type modulating functions. Computers & Chemical Engineering – year: 1984 ident: bib2446 publication-title: Linear System Theory and Design – volume: 25 start-page: 1191 year: 2017 end-page: 1215 ident: bib2444 article-title: Modulating functions-based method for parameters and source estimation in one-dimensional partial differential equations publication-title: Inverse Problems in Science and Engineering – year: 2005 ident: bib2445 article-title: Matrix Mathematics: Theory publication-title: Facts, and Formulas with Application to Linear Systems Theory – volume: 81 start-page: 457 year: 2008 end-page: 474 ident: bib2452 article-title: Motion planning and open loop control design for linear distributed parameter systems with lumped controls publication-title: International Journal of Control – volume: 29 start-page: 5867 year: 2019 end-page: 5885 ident: bib2453 article-title: Fault detection and estimation for a class of PIDE systems based on boundary observers publication-title: International Journal of Robust and Nonlinear Control – volume: 29 start-page: 5867 year: 2019 ident: 10.1016/j.ifacol.2020.12.1366_bib2453 article-title: Fault detection and estimation for a class of PIDE systems based on boundary observers publication-title: International Journal of Robust and Nonlinear Control doi: 10.1002/rnc.4700 – volume: 25 start-page: 1191 year: 2017 ident: 10.1016/j.ifacol.2020.12.1366_bib2444 article-title: Modulating functions-based method for parameters and source estimation in one-dimensional partial differential equations publication-title: Inverse Problems in Science and Engineering doi: 10.1080/17415977.2016.1240793 – year: 2008 ident: 10.1016/j.ifacol.2020.12.1366_bib2449 – volume: 7 start-page: 43 year: 2002 ident: 10.1016/j.ifacol.2020.12.1366_bib2448 article-title: A model-based fault detection and diagnosis scheme for distributed parameter systems:A learning systems approach publication-title: ESAIM: Control, Optimisation and Calculus of Variations – year: 1984 ident: 10.1016/j.ifacol.2020.12.1366_bib2446 – volume: 17 start-page: 1 year: 1993 ident: 10.1016/j.ifacol.2020.12.1366_bib2451 article-title: Theory and application of the modulating function method-I publication-title: Review and theory of the method and theory of the spline-type modulating functions. Computers & Chemical Engineering – year: 1999 ident: 10.1016/j.ifacol.2020.12.1366_bib2447 – volume: 81 start-page: 457 year: 2008 ident: 10.1016/j.ifacol.2020.12.1366_bib2452 article-title: Motion planning and open loop control design for linear distributed parameter systems with lumped controls publication-title: International Journal of Control doi: 10.1080/00207170701561435 – ident: 10.1016/j.ifacol.2020.12.1366_bib2450 doi: 10.1016/j.ifacol.2018.09.602 – year: 2005 ident: 10.1016/j.ifacol.2020.12.1366_bib2445 article-title: Matrix Mathematics: Theory |
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Snippet | This paper presents a fault identification approach for a boundary controlled wave equation with dynamic boundary conditions. The faulty system is subject to... |
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SubjectTerms | Distributed-parameter systems fault diagnosis flatness modulating functions motion planning |
Title | Flatness-based algebraic fault identification for a wave equation with dynamic boundary conditions |
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