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Qin, Yong.

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Intelligent safety and reliability analysis of rail transit trains

Record Type:	Electronic resources : Monograph/item
Title/Author:	Intelligent safety and reliability analysis of rail transit trains/ by Yong Qin ... [et al.].
other author:	Qin, Yong.
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	vii, 198 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Operational Risk Analysis of Railway Train Systems -- Service State Identification of Key Train Components Based on Artificial Intelligence and Signal Processing -- Real-time Reliability Prediction of Key Components of Railway Train Based on Data-driven Method -- Multi-state Reliability Analysis of Railway Train Systems Based on the Network Flow Theory -- Optimization Methods for Multi-component Condition-based Maintenance of Rail Transit Train Systems -- Postface.
Contained By:	Springer Nature eBook
Subject:	Railroad trains - Reliability. -
Online resource:	https://doi.org/10.1007/978-981-97-4170-0
ISBN:	9789819741700

Intelligent safety and reliability analysis of rail transit trains
Gui Dao Jiao Tong Lie Che An Quan Ke Kao Xing Fen Xi.English

Intelligent safety and reliability analysis of rail transit trains[electronic resource] /by Yong Qin ... [et al.]. - Singapore :Springer Nature Singapore :2025. - vii, 198 p. :ill., digital ;24 cm.

Introduction -- Operational Risk Analysis of Railway Train Systems -- Service State Identification of Key Train Components Based on Artificial Intelligence and Signal Processing -- Real-time Reliability Prediction of Key Components of Railway Train Based on Data-driven Method -- Multi-state Reliability Analysis of Railway Train Systems Based on the Network Flow Theory -- Optimization Methods for Multi-component Condition-based Maintenance of Rail Transit Train Systems -- Postface.

This book highlights a theoretical framework for architecting the safety and reliability analysis of rail transit trains for active safety assurance. Rail transit is compared to the main artery of regional economy and the backbone of urban travel. The safety and reliability of trains is directly associated with the punctuality and safety of passengers, as well as the transport capacity and efficiency of rail transit. High-intensity operation, complex working conditions, and external random interference have brought new challenges to the effective analysis of the safety and reliability of rail transit trains. The book provides a timely solution to the challenges by providing a theoretical framework that can improve the capacities of systematic, real-time, predictive reliability analysis, and enable it to guide the condition-based repair, operation and maintenance means. The book systematically covers topics including the train operation risk analysis methods, health identification and real-time reliability analysis of key train components, and the polymorphic reliability evaluation and the optimization methods of multi-component condition-based maintenance decision for train systems. It also conducts an in-depth discussion on new advances in safety assurance and health management of rail transit trains. The book can be used as a theoretical reference for postgraduate students in related majors and as a valuable handbook for engineers and technicians working on rail transit trains.

ISBN: 9789819741700

Standard No.: 10.1007/978-981-97-4170-0doiSubjects--Topical Terms:

3803247
Railroad trains
--Reliability.

LC Class. No.: TF610

Dewey Class. No.: 625.26

Intelligent safety and reliability analysis of rail transit trains
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130 0 $a Gui Dao Jiao Tong Lie Che An Quan Ke Kao Xing Fen Xi. $l English $3 3803246
245 1 0 $a Intelligent safety and reliability analysis of rail transit trains $h [electronic resource] / $c by Yong Qin ... [et al.].
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a vii, 198 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Operational Risk Analysis of Railway Train Systems -- Service State Identification of Key Train Components Based on Artificial Intelligence and Signal Processing -- Real-time Reliability Prediction of Key Components of Railway Train Based on Data-driven Method -- Multi-state Reliability Analysis of Railway Train Systems Based on the Network Flow Theory -- Optimization Methods for Multi-component Condition-based Maintenance of Rail Transit Train Systems -- Postface.
520 $a This book highlights a theoretical framework for architecting the safety and reliability analysis of rail transit trains for active safety assurance. Rail transit is compared to the main artery of regional economy and the backbone of urban travel. The safety and reliability of trains is directly associated with the punctuality and safety of passengers, as well as the transport capacity and efficiency of rail transit. High-intensity operation, complex working conditions, and external random interference have brought new challenges to the effective analysis of the safety and reliability of rail transit trains. The book provides a timely solution to the challenges by providing a theoretical framework that can improve the capacities of systematic, real-time, predictive reliability analysis, and enable it to guide the condition-based repair, operation and maintenance means. The book systematically covers topics including the train operation risk analysis methods, health identification and real-time reliability analysis of key train components, and the polymorphic reliability evaluation and the optimization methods of multi-component condition-based maintenance decision for train systems. It also conducts an in-depth discussion on new advances in safety assurance and health management of rail transit trains. The book can be used as a theoretical reference for postgraduate students in related majors and as a valuable handbook for engineers and technicians working on rail transit trains.
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650 0 $a Railroads $x Safety measures. $3 1581171
650 0 $a Rail passengers. $3 3803248
650 1 4 $a Security Science and Technology. $3 1531662
650 2 4 $a Rail Vehicles. $3 3598853
650 2 4 $a Measurement Science and Instrumentation. $3 1066390
650 2 4 $a Transportation Technology and Traffic Engineering. $3 2153276
650 2 4 $a Control and Systems Theory. $3 3381515
650 2 4 $a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 3591853
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