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020 _a9783030462635
_9978-3-030-46263-5
024 7 _a10.1007/978-3-030-46263-5
_2doi
050 4 _aTA1001-1280
050 4 _aHE331-380
072 7 _aTNH
_2bicssc
072 7 _aTEC009020
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_223
100 1 _aChen, Hongtian.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_939989
245 1 0 _aData-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains
_h[electronic resource] /
_cby Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXIII, 160 p. 53 illus., 47 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Intelligent Transportation and Infrastructure,
_x2523-3459
505 0 _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. .
520 _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. .
650 0 _aTransportation engineering.
_93560
650 0 _aTraffic engineering.
_915334
650 0 _aControl engineering.
_931970
650 0 _aComputational intelligence.
_97716
650 1 4 _aTransportation Technology and Traffic Engineering.
_932448
650 2 4 _aControl and Systems Theory.
_931972
650 2 4 _aComputational Intelligence.
_97716
700 1 _aJiang, Bin.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_939990
700 1 _aLu, Ningyun.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_939991
700 1 _aChen, Wen.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_939992
710 2 _aSpringerLink (Online service)
_939993
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030462628
776 0 8 _iPrinted edition:
_z9783030462642
776 0 8 _iPrinted edition:
_z9783030462659
830 0 _aLecture Notes in Intelligent Transportation and Infrastructure,
_x2523-3459
_939994
856 4 0 _uhttps://doi.org/10.1007/978-3-030-46263-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
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