Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains /
Chen, Hongtian
Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains / Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen - First edition - 1 recurso en línea (XIII, 160 páginas) 53 ilustraciones, 47 ilustraciones a color - Lecture Notes in Intelligent Transportation and Infrastructure 2523-3440 Engineering (Springer-11647) .
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. .
This 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. .
9783030462635
10.1007/978-3-030-46263-5 doi
Ferrocarriles de alta velocidad
Diagnóstico de fallos
TF1450 / 2020 EB
Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains / Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen - First edition - 1 recurso en línea (XIII, 160 páginas) 53 ilustraciones, 47 ilustraciones a color - Lecture Notes in Intelligent Transportation and Infrastructure 2523-3440 Engineering (Springer-11647) .
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. .
This 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. .
9783030462635
10.1007/978-3-030-46263-5 doi
Ferrocarriles de alta velocidad
Diagnóstico de fallos
TF1450 / 2020 EB