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Fault Diagnosis of Dynamic Systems provides readers with a glimpse
into the fundamental issues and techniques of fault diagnosis used
by Automatic Control (FDI) and Artificial Intelligence (DX)
research communities. The book reviews the standard techniques and
approaches widely used in both communities. It also contains
benchmark examples and case studies that demonstrate how the same
problem can be solved using the presented approaches. The book also
introduces advanced fault diagnosis approaches that are currently
still being researched, including methods for non-linear, hybrid,
discrete-event and software/business systems, as well as, an
introduction to prognosis. Fault Diagnosis of Dynamic Systems is
valuable source of information for researchers and engineers
starting to work on fault diagnosis and willing to have a reference
guide on the main concepts and standard approaches on fault
diagnosis. Readers with experience on one of the two main
communities will also find it useful to learn the fundamental
concepts of the other community and the synergies between them. The
book is also open to researchers or academics who are already
familiar with the standard approaches, since they will find a
collection of advanced approaches with more specific and advanced
topics or with application to different domains. Finally, engineers
and researchers looking for transferable fault diagnosis methods
will also find useful insights in the book.
Fault Diagnosis of Dynamic Systems provides readers with a glimpse
into the fundamental issues and techniques of fault diagnosis used
by Automatic Control (FDI) and Artificial Intelligence (DX)
research communities. The book reviews the standard techniques and
approaches widely used in both communities. It also contains
benchmark examples and case studies that demonstrate how the same
problem can be solved using the presented approaches. The book also
introduces advanced fault diagnosis approaches that are currently
still being researched, including methods for non-linear, hybrid,
discrete-event and software/business systems, as well as, an
introduction to prognosis. Fault Diagnosis of Dynamic Systems is
valuable source of information for researchers and engineers
starting to work on fault diagnosis and willing to have a reference
guide on the main concepts and standard approaches on fault
diagnosis. Readers with experience on one of the two main
communities will also find it useful to learn the fundamental
concepts of the other community and the synergies between them. The
book is also open to researchers or academics who are already
familiar with the standard approaches, since they will find a
collection of advanced approaches with more specific and advanced
topics or with application to different domains. Finally, engineers
and researchers looking for transferable fault diagnosis methods
will also find useful insights in the book.
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