LEADER 03307nam 22006495 450 001 9910921016403321 005 20251113203452.0 010 $a9789819989171 010 $a9819989175 024 7 $a10.1007/978-981-99-8917-1 035 $a(CKB)37133703000041 035 $a(MiAaPQ)EBC31875769 035 $a(Au-PeEL)EBL31875769 035 $a(OCoLC)1482833418 035 $a(DE-He213)978-981-99-8917-1 035 $a(EXLCZ)9937133703000041 100 $a20250102d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aFault Diagnosis and Prognostics Based on Cognitive Computing and Geometric Space Transformation /$fby Chen Lu, Laifa Tao, Jian Ma, Yujie Cheng, Yu Ding 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (503 pages) 225 1 $aIntelligent Technologies and Robotics Series 311 08$a9789819989164 311 08$a9819989167 327 $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. 330 $aThis monograph introduces readers to new theories and methods applying cognitive computing and geometric space transformation to the field of fault diagnosis and prognostics. It summarizes the basic concepts and technical aspects of fault diagnosis and prognostics technology. Existing bottleneck problems are examined, and the advantages of applying cognitive computing and geometric space transformation are explained. In turn, the book highlights fault diagnosis, prognostic, and health assessment technologies based on cognitive computing methods, including deep learning, transfer learning, visual cognition, and compressed sensing. Lastly, it covers technologies based on differential geometry, space transformation, and pattern recognition. 410 0$aIntelligent Technologies and Robotics Series 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aAutomatic control 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aControl and Systems Theory 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aAutomatic control. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aControl and Systems Theory. 676 $a620.0044 700 $aLu?$b Chen$01782350 701 $aTao$b Laifa$01782351 701 $aMa$b Jian$0551886 701 $aCheng$b Yujie$01782352 701 $aDing$b Yu$01589108 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910921016403321 996 $aFault Diagnosis and Prognostics Based on Cognitive Computing and Geometric Space Transformation$94308419 997 $aUNINA