Deep Learning-Based Detection of Catenary Support Component Defect and Fault in High-Speed Railways (Advances in High-speed Rail Technology) free ebook download.

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Deep Learning-Based Detection of Catenary Support Component Defect and Fault in High-Speed Railways (Advances in High-speed Rail Technology) free ebook download

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Author(s):	Zhigang Liu

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	981990952X
Pages:	252	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	8/3/2023 10:15:12 AM

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This book focuses on the deep learning technologies and their applications in the catenary detection of high-speed railways. As the only source of power for high-speed trains, the catenary's service performance directly affects the safe operation of high-speed railways. This book systematically shows the latest research results of catenary detection in high-speed railways, especially the detection of catenary support component defect and fault. Some methods or algorithms have been adopted in practical engineering. These methods or algorithms provide important references and help the researcher, scholar, and engineer on pantograph and catenary technology in high-speed railways. Unlike traditional detection methods of catenary support component based on image processing, some advanced methods in the deep learning field, including convolutional neural network, reinforcement learning, generative adversarial network, etc., are adopted and improved in this book. The main contents include the overview of catenary detection of electrified railways, the introduction of some advance of deep learning theories, catenary support components and their characteristics in high-speed railways, the image reprocessing of catenary support components, the positioning of catenary support components, the detection of defect and fault, the detection based on 3D point cloud, etc.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3191479	Book	https://nitroflare.com/view/F75D4133993F...		0.00	gestalt

Tags: Catenary Component Deep Defect Detection Fault High-Speed Learning-Based Railways Support

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