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Fault Diagnosis of Deterministic Systems

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Diagnosis and Fault-Tolerant Control
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Abstract

This chapter provides solutions to the fault detection, isolation and estimation problems for systems described by deterministic continuous-variable models. The chapter considers faults that can be modelled as additive signals acting on the process. The methods presented lead to a diagnostic system which is separated in two parts: a residual generation module and a residual evaluation module.

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Notes

  1. 1.

    The same symbols \({\varvec{g}}\) and \({\varvec{h}}\) as in (6.8), (6.9) are used by an abuse of notation.

  2. 2.

    Again the same functions g and h as above are used by an abuse of notation.

  3. 3.

    This notion should not be confused with the detectability of a linear system or a pair (CA); indeed, the latter notion depends on the map from state to measured output, while the fault detectability is an input(i.e. fault)/output(i.e. residual) property.

  4. 4.

    The notion of rank considered here is the normal rank computed as \(\max _s \;\mathrm{rank} \;H(s)\) where the maximum is taken over all complex values of s.

  5. 5.

    The Maple symbolic mathematics engine is a stand-alone product. It is also a part of the MATLAB Symbolic Toolbox. MATLAB\(^\circledR \), Maple\(^\circledR \) and Mathematica\(^\circledR \) are registered trademarks of their respective owners.

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Correspondence to Mogens Blanke .

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© 2016 Springer-Verlag Berlin Heidelberg

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Blanke, M., Kinnaert, M., Lunze, J., Staroswiecki, M. (2016). Fault Diagnosis of Deterministic Systems. In: Diagnosis and Fault-Tolerant Control. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47943-8_6

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  • DOI: https://doi.org/10.1007/978-3-662-47943-8_6

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-47942-1

  • Online ISBN: 978-3-662-47943-8

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