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Bond Graph Modelling for Control, Fault Diagnosis and Failure Prognosis (Hardcover, 1st ed. 2021)
Loot Price: R3,767
Discovery Miles 37 670
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Bond Graph Modelling for Control, Fault Diagnosis and Failure Prognosis (Hardcover, 1st ed. 2021)
Expected to ship within 10 - 15 working days
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This book shows in a comprehensive presentation how Bond Graph
methodology can support model-based control, model-based fault
diagnosis, fault accommodation, and failure prognosis by reviewing
the state-of-the-art, presenting a hybrid integrated approach to
Bond Graph model-based fault diagnosis and failure prognosis, and
by providing a review of software that can be used for these tasks.
The structured text illustrates on numerous small examples how the
computational structure superimposed on an acausal bond graph can
be exploited to check for control properties such as structural
observability and control lability, perform parameter estimation
and fault detection and isolation, provide discrete values of an
unknown degradation trend at sample points, and develop an inverse
model for fault accommodation. The comprehensive presentation also
covers failure prognosis based on continuous state estimation by
means of filters or time series forecasting. This book has been
written for students specializing in the overlap of engineering and
computer science as well as for researchers, and for engineers in
industry working with modelling, simulation, control, fault
diagnosis, and failure prognosis in various application fields and
who might be interested to see how bond graph modelling can support
their work. Presents a hybrid model-based, data-driven approach to
failure prognosis Highlights synergies and relations between fault
diagnosis and failure prognostic Discusses the importance of fault
diagnosis and failure prognostic in various fields
General
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