Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains - Softcover

Chen, Hongtian; Jiang, Bin; Lu, Ningyun

 
9783030462642: Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains

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Synopsis

Introduction.- 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. 

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Other Popular Editions of the Same Title

9783030462628: Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains (Lecture Notes in Intelligent Transportation and Infrastructure)

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ISBN 10:  3030462625 ISBN 13:  9783030462628
Publisher: Springer, 2020
Hardcover