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: 4361 CZK
Availability: InStock

Autor: Wei Yu

Jazyk:

Vazba: Brožovaná

Vydavatel: Elsevier Science

Dostupnost: Skladem u dodavatele

Odesíláme za 14-21 dnů

4 361 Kč

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

Informace o knize

Autor

Wei Yu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2026

Stránek

250

EAN

9780443489945

ISBN

0443489947

Enbook ID

49648298

Vydavatel

Elsevier Science

Hmotnost

449

Kompletní popis

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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