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Prescribed-Time Unknown Input Observers Design by Using Periodic Delayed Output With Application to Fault Estimation

Haifang Li, Bin Zhou, Wim Michiels, Guang‐Ren Duan

2022IEEE Transactions on Systems Man and Cybernetics Systems34 citationsDOIOpen Access PDF

Abstract

This article considers the design of prescribed-time unknown input observers (PTUIOs) for linear systems, i.e., observers that estimate the state of a linear system with unknown inputs at a prescribed finite time. To this end, the generalized inverse is used first to transform a form amenable for observer design. Then, PTUIOs are designed by using the periodic delayed output so that their estimation errors converge to zero at a prescribed time. Both full-order and reduced-order PTUIOs are considered. For the reduced-order observer design, an alternative approach is also adopted, based on a transformation to a generalization of the normal form. In addition, the proposed PTUIOs are applied to estimate faults. Finally, two examples are given to illustrate the effectiveness of the proposed approaches.

Topics & Concepts

Control theory (sociology)Observer (physics)GeneralizationComputer scienceMathematicsInverseTransformation (genetics)Linear systemControl (management)Artificial intelligenceGeometryGeneMathematical analysisPhysicsQuantum mechanicsChemistryBiochemistryFault Detection and Control SystemsStability and Control of Uncertain SystemsAdvanced Control Systems Optimization
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