| 000 | 03526nam a22005775i 4500 | ||
|---|---|---|---|
| 001 | 978-981-99-8917-1 | ||
| 003 | DE-He213 | ||
| 005 | 20250516160210.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 250102s2024 si | s |||| 0|eng d | ||
| 020 |
_a9789819989171 _9978-981-99-8917-1 |
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_a006.3 _223 |
| 100 | 1 |
_aLu, Chen. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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| 245 | 1 | 0 |
_aFault Diagnosis and Prognostics Based on Cognitive Computing and Geometric Space Transformation _h[electronic resource] / _cby Chen Lu, Laifa Tao, Jian Ma, Yujie Cheng, Yu Ding. |
| 250 | _a1st ed. 2024. | ||
| 264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2024. |
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| 300 |
_aXIV, 554 p. 357 illus., 281 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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| 505 | 0 | _aChapter 1 Introduction -- Chapter 2 Fault Diagnosis and Prognosis based on Deep Learning and Transfer Learning -- Chapter 3 Fault Diagnosis and Evaluation Based on Visual Cognitive Computing -- Chapter 4 Fault Diagnosis Based on Compressed Sensing -- Chapter 5 Fault Diagnosis and Evaluation Based on Differential Geometry -- Chapter 6 Performance Degradation Prediction and Assessment based on Geometric Space Transformation and Morphology Recognition. | |
| 520 | _aThis monograph introduces readers to new theories and methods applying cognitive computing and geometric space transformation to the field of fault diagnosis and prognostics. It summarizes the basic concepts and technical aspects of fault diagnosis and prognostics technology. Existing bottleneck problems are examined, and the advantages of applying cognitive computing and geometric space transformation are explained. In turn, the book highlights fault diagnosis, prognostic, and health assessment technologies based on cognitive computing methods, including deep learning, transfer learning, visual cognition, and compressed sensing. Lastly, it covers technologies based on differential geometry, space transformation, and pattern recognition. | ||
| 541 |
_fUABC ; _cPerpetuidad |
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| 650 | 0 | _aComputational intelligence. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aControl engineering. | |
| 650 | 1 | 4 | _aComputational Intelligence. |
| 650 | 2 | 4 | _aArtificial Intelligence. |
| 650 | 2 | 4 | _aControl and Systems Theory. |
| 700 | 1 |
_aTao, Laifa. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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| 700 | 1 |
_aMa, Jian. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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| 700 | 1 |
_aCheng, Yujie. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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| 700 | 1 |
_aDing, Yu. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9789819989164 |
| 776 | 0 | 8 |
_iPrinted edition: _z9789819989188 |
| 776 | 0 | 8 |
_iPrinted edition: _z9789819989195 |
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_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-981-99-8917-1 |
| 912 | _aZDB-2-INR | ||
| 912 | _aZDB-2-SXIT | ||
| 942 | _cLIBRO_ELEC | ||
| 999 |
_c277123 _d277122 |
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