LEADER 03440nam 22006735 450 001 9910392740503321 005 20251113205303.0 010 $a3-030-46263-3 024 7 $a10.1007/978-3-030-46263-5 035 $a(OCoLC)1153088583 035 $a(CKB)4100000011208415 035 $a(MiAaPQ)EBC6183866 035 $a(DE-He213)978-3-030-46263-5 035 $a(PPN)243762941 035 $a(MiAaPQ)EBC6183848 035 $a(MiAaPQ)EBC29092637 035 $a(EXLCZ)994100000011208415 100 $a20200425d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains /$fby Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (xiii, 160 pages) $cillustrations 225 1 $aLecture Notes in Intelligent Transportation and Infrastructure,$x2523-3459 311 0 $a3-030-46262-5 320 $aIncludes bibliographical references. 327 $aIntroduction -- Traction Systems and Experimental Platforms -- Basics of Data-driven FDD Methods -- Multi-mode PCA-based FDD Methods -- Probability-relevant PCA-based FDD Methods -- Deep PCA-based FDD Methods -- PCA and Kull back-Leibler Divergence-based FDD Methods -- PCA and Hellinger Distance-based FDD Methods -- Conclusions and Further Work. . 330 $aThis book addresses the needs of researchers and practitioners in the field of high-speed trains, especially those whose work involves safety and reliability issues in traction systems. It will appeal to researchers and graduate students at institutions of higher learning, research labs, and in the industrial R&D sector, catering to a readership from a broad range of disciplines including intelligent transportation, electrical engineering, mechanical engineering, chemical engineering, the biological sciences and engineering, economics, ecology, and the mathematical sciences. . 410 0$aLecture Notes in Intelligent Transportation and Infrastructure,$x2523-3459 606 $aTransportation engineering 606 $aTraffic engineering 606 $aAutomatic control 606 $aComputational intelligence 606 $aTransportation Technology and Traffic Engineering 606 $aControl and Systems Theory 606 $aComputational Intelligence 615 0$aTransportation engineering. 615 0$aTraffic engineering. 615 0$aAutomatic control. 615 0$aComputational intelligence. 615 14$aTransportation Technology and Traffic Engineering. 615 24$aControl and Systems Theory. 615 24$aComputational Intelligence. 676 $a385.22 700 $aChen$b Hongtian$4aut$4http://id.loc.gov/vocabulary/relators/aut$01063057 702 $aJiang$b Bin$f1966-$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aLu$b Ningyun$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aChen$b Wen$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910392740503321 996 $aData-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains$92529882 997 $aUNINA