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988 _aSpringer_Robotics_2019
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020 _a9783030177287
024 7 _a10.1007/978-3-030-17728-7
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aTA169.6
_b2019 EB
245 0 0 _aFault diagnosis of dynamic systems :
_bquantitative and qualitative approaches
_cedited by Teresa Escobet, Anibal Bregon, Belarmino Pulido, Vicenç Puig
250 _aFirst edition
264 1 _aCham
_bSpringer International Publishing
_c2019
300 _a1 recurso en línea (XV, 462 páginas)
_b185 ilustraciones, 89 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
490 0 _aIntelligent Technologies and Robotics (Springer-42732)
505 0 _aIntroduction and Fundamental Concepts -- Case Studies -- Part I: Standard Approaches -- Structural Analysis -- The FDI Approach -- The DX Approach -- Bridge: Integration of FDI and DX Approaches -- Data-Driven Fault Diagnosis -- Discrete-Event Systems Fault Diagnosis -- Part II: Advanced Approaches -- Modelling and Estimation Strategies for Fault Diagnosis of Non-Linear Systems -- Model-Based Diagnosis with Probabilistic Models -- Qualitative Modeling for Fault Diagnosis -- Model Based Fault Diagnosis of Hybrid Systems -- Model-Based Software Debugging -- Diagnosing Business Processes -- Prognosis.
520 3 _aFault 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.
650 7 _2embne
_aDiagnóstico de fallos
_9669484
650 7 _2embne
_aControl automático
_9405125
700 1 _aEscobet, Teresa
_eeditor
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBregon, Anibal
_eeditor
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPulido, Belarmino
_eeditor
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPuig, Vicenç
_eeditor
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783030177270
776 0 8 _iPrinted edition:
_z9783030177294
776 0 8 _iPrinted edition:
_z9783030177300
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-17728-7
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _aSI
_cm
_dz
_feng
_ggw
_h0
_b12/2019
_eel
_zSI