000 | 04042nam a22006135i 4500 | ||
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001 | 978-3-319-89978-7 | ||
003 | DE-He213 | ||
005 | 20220801220916.0 | ||
007 | cr nn 008mamaa | ||
008 | 180528s2019 sz | s |||| 0|eng d | ||
020 |
_a9783319899787 _9978-3-319-89978-7 |
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024 | 7 |
_a10.1007/978-3-319-89978-7 _2doi |
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_aCamps Echevarría, Lídice. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _953051 |
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245 | 1 | 0 |
_aFault Diagnosis Inverse Problems: Solution with Metaheuristics _h[electronic resource] / _cby Lídice Camps Echevarría, Orestes Llanes Santiago, Haroldo Fraga de Campos Velho, Antônio José da Silva Neto. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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300 |
_aXVIII, 167 p. 68 illus., 52 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aStudies in Computational Intelligence, _x1860-9503 ; _v763 |
|
505 | 0 | _aChapter 01- Model-based Fault Diagnosis and Inverse Problems -- Chapter 02- Fault Diagnosis Inverse Problems -- Chapter 03- Metaheuristics for Optimization Problems -- Chapter 04- Applications of the Fault Diagnosis: Inverse Problem Methodology to Benchmark Problems -- Chapter 05- Final Remarks -- Appendix A- Implementation in Matlab of Differential Evolution with Particle Collision (DEwPC) -- Appendix B- Implementation in Mathlab of Particle Swarm Optimization with Memory (PSO-M) -- References. | |
520 | _aThis book presents a methodology based on inverse problems for use in solutions for fault diagnosis in control systems, combining tools from mathematics, physics, computational and mathematical modeling, optimization and computational intelligence. This methodology, known as fault diagnosis – inverse problem methodology or FD-IPM, unifies the results of several years of work of the authors in the fields of fault detection and isolation (FDI), inverse problems and optimization. The book clearly and systematically presents the main ideas, concepts and results obtained in recent years. By formulating fault diagnosis as an inverse problem, and by solving it using metaheuristics, the authors offer researchers and students a fresh, interdisciplinary perspective for problem solving in these fields. Graduate courses in engineering, applied mathematics and computing also benefit from this work. | ||
650 | 0 |
_aMathematical models. _94632 |
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650 | 0 |
_aMathematics—Data processing. _931594 |
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650 | 0 |
_aMathematical optimization. _94112 |
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650 | 0 |
_aCalculus of variations. _917382 |
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650 | 1 | 4 |
_aMathematical Modeling and Industrial Mathematics. _933097 |
650 | 2 | 4 |
_aComputational Science and Engineering. _953052 |
650 | 2 | 4 |
_aCalculus of Variations and Optimization. _931596 |
700 | 1 |
_aLlanes Santiago, Orestes. _eauthor. _0(orcid)0000-0002-6864-9629 _1https://orcid.org/0000-0002-6864-9629 _4aut _4http://id.loc.gov/vocabulary/relators/aut _953053 |
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700 | 1 |
_aCampos Velho, Haroldo Fraga de. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _953054 |
|
700 | 1 |
_aSilva Neto, Antônio José da. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _953055 |
|
710 | 2 |
_aSpringerLink (Online service) _953056 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319899770 |
776 | 0 | 8 |
_iPrinted edition: _z9783319899794 |
776 | 0 | 8 |
_iPrinted edition: _z9783030079086 |
830 | 0 |
_aStudies in Computational Intelligence, _x1860-9503 ; _v763 _953057 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-89978-7 |
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