Network-Constrained Data-Driven Control of High-Speed Rail Systems

Name: Network-Constrained Data-Driven Control of High-Speed Rail Systems
Brand: Elsevier Science
SKU: 9780443489945
Price: 71196 HUF
Availability: InStock

Szerző: Wei Yu

Nyelv:

Kötés: Puha kötésű

Kiadó: Elsevier Science

Elérhetőség: Beszállítói készleten

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Network-Constrained Data-Driven Control of High-Speed Rail Systems: Adaptive and Learning-Based Appr...

Információk a könyvről

Szerző

Wei Yu

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2026

oldal

250

EAN

9780443489945

ISBN

0443489947

Enbook ID

49648298

Kiadó

Elsevier Science

Súly

449

Teljes leírás

Network-Constrained Data-Driven Control of High-Speed Rail Systems: Adaptive and Learning-Based Approaches addresses critical challenges in high-speed railway (HSR) operational control systems, focusing on enhancing safety, efficiency, and automation in an era of rapid network expansion. The book introduces a transformative framework for data-driven adaptive control and multi-train cooperative control under dynamic network constraints. It integrates next-generation 5G-R communication to enable real-time train-to-train (T2T) coordination, reducing dependency on fixed infrastructure and addressing vulnerabilities like faded channels and interference. By combining rigorous theoretical analysis with simulations, the book proposes solutions to improve operational precision, resilience against disruptions, and transportation capacity.

This resource is helpful for researchers, engineers, and graduate students in high speed railway control systems, offering innovative strategies to advance autonomous operations and meet the demands of high-density, high-speed rail networks

Presents a data-driven adaptive and learning control framework for high-speed trains under network constraints
Discusses the theory and method of multi-train cooperative control in detail: particularly, how to realize real-time information interaction and dynamic adjustment between trains with the support of train-to-train communication
Discusses the influence of network constraints (such as fading measurement, malicious attacks, etc.) on train cooperative control, and proposes a series of compensation strategies
Focuses on current, high-speed rail control technology, but also contains a forward-looking discussion of future high-speed rail communication and control technology, such as the application of 5G-R communication system and autonomous driving technology

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Network-Constrained Data-Driven Control of High-Speed Rail Systems

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