Data-driven Detection and Diagnosis of Faults in Traction Systems of High-speed Trains. (2020)

• Record Type: Book
• Further Information: Note: Hongtian Chen, Bin Jiang, Ningyun Lu, Wen Chen.
• Authors: Chen, Hongtian; Jiang, Bin; Lu, Ningyun; Chen, Wen
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (160 pages)
• Subjects: Engineering; Transportation engineering; Traffic engineering; Control engineering; Computational intelligence; Technology & Engineering -- Automation; Technology & Engineering -- Engineering (General); Automatic control engineering; Artificial intelligence; Technology & Engineering -- Civil -- General; Highway & traffic engineering
• Languages: English
• ISBNs: 9783030462635
• Related ISBNs: 9783030462628
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.