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020 _a9783319515595
_9978-3-319-51559-5
024 7 _a10.1007/978-3-319-51559-5
_2doi
050 4 _aTJ212-225
072 7 _aTJFM
_2bicssc
072 7 _aGPFC
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072 7 _aTEC004000
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082 0 4 _a629.8312
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082 0 4 _a003
_223
100 1 _aVarga, Andreas.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_962274
245 1 0 _aSolving Fault Diagnosis Problems
_h[electronic resource] :
_bLinear Synthesis Techniques /
_cby Andreas Varga.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXXVIII, 394 p. 18 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Systems, Decision and Control,
_x2198-4190 ;
_v84
505 0 _aPart I Basics of Fault Diagnosis -- Introduction -- Modelling systems with faults -- Fault diagnosis -- Model detection -- Part II Synthesis of Residual Generators -- Synthesis of fault detection and isolation filters -- Synthesis of model detection filters -- Computational issues -- Case studies -- Part III Background Material -- System theoretical concepts -- Computational algorithms and software.
520 _aThis book addresses fault detection and isolation topics from a computational perspective. Unlike most existing literature, it bridges the gap between the existing well-developed theoretical results and the realm of reliable computational synthesis procedures. The model-based approach to fault detection and diagnosis has been the subject of ongoing research for the past few decades. While the theoretical aspects of fault diagnosis on the basis of linear models are well understood, most of the computational methods proposed for the synthesis of fault detection and isolation filters are not satisfactory from a numerical standpoint. Several features make this book unique in the fault detection literature: Solution of standard synthesis problems in the most general setting, for both continuous- and discrete-time systems, regardless of whether they are proper or not; consequently, the proposed synthesis procedures can solve a specific problem whenever a solution exists Emphasis on the best numerical algorithms to solve the synthesis problems for linear systems in generalized state-space form (also known as descriptor systems) Development of general synthesis procedures relying on new computational paradigms, such as factorization-based design based on filter updating techniques and nullspace-based synthesis Availability of a comprehensive set of free accompanying software tools for descriptor systems, which allows readers to easily implement all synthesis procedures presented in the book and ensures that all results are reproducible This book is primarily intended for researchers and advanced graduate students in the areas of fault diagnosis and fault-tolerant control. It will also appeal to mathematicians with an interest in control-oriented numerics.
650 0 _aControl engineering.
_931970
650 0 _aEngineering mathematics.
_93254
650 0 _aEngineering—Data processing.
_931556
650 0 _aSystem theory.
_93409
650 0 _aControl theory.
_93950
650 1 4 _aControl and Systems Theory.
_931972
650 2 4 _aMathematical and Computational Engineering Applications.
_931559
650 2 4 _aSystems Theory, Control .
_931597
710 2 _aSpringerLink (Online service)
_962275
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319515588
776 0 8 _iPrinted edition:
_z9783319515601
776 0 8 _iPrinted edition:
_z9783319846835
830 0 _aStudies in Systems, Decision and Control,
_x2198-4190 ;
_v84
_962276
856 4 0 _uhttps://doi.org/10.1007/978-3-319-51559-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80937
_d80937