Data-Driven Detection and Diagnosis of Faults in Traction Systems of High-Speed Trains, Chen Hongtian, Jiang Bin, Lu Ningyun

Автор: Chen Hongtian, Jiang Bin, Lu Ningyun
Название: Data-Driven Detection and Diagnosis of Faults in Traction Systems of High-Speed Trains
ISBN: 3030462625 ISBN-13(EAN): 9783030462628
Издательство: Springer
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Цена: 93160.00 T
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Описание: 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.

Автор: Gertler, Janos
Название: Fault Detection and Diagnosis in Engineering Systems
ISBN: 036740043X ISBN-13(EAN): 9780367400439
Издательство: Taylor&Francis
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Цена: 67360.00 T
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Описание: Featuring a model-based approach to fault detection and diagnosis in engineering systems, this book contains up-to-date, practical information on preventing product deterioration, performance degradation and major machinery damage.;College or university bookstores may order five or more copies at a special student price. Price is available upon request.

Автор: Evan L. Russell; Leo H. Chiang; Richard D. Braatz
Название: Data-driven Methods for Fault Detection and Diagnosis in Chemical Processes
ISBN: 1447111338 ISBN-13(EAN): 9781447111337
Издательство: Springer
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Цена: 130610.00 T
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Автор: Steven X. Ding
Название: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
ISBN: 1447164091 ISBN-13(EAN): 9781447164098
Издательство: Springer
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Цена: 149060.00 T
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Описание: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes.

Автор: Adel Haghani Abandan Sari
Название: Data-Driven Design of Fault Diagnosis Systems
ISBN: 3658058064 ISBN-13(EAN): 9783658058067
Издательство: Springer
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Цена: 74010.00 T
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Описание: The main objective of Adel Haghani Abandan Sari is to study efficient fault diagnosis techniques for complex industrial systems using process historical data and considering the nonlinear behavior of the process.

Автор: Steven X. Ding
Название: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
ISBN: 1447172639 ISBN-13(EAN): 9781447172635
Издательство: Springer
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Цена: 104480.00 T
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Описание: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes.