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Prognostics and health management of high-speed railway traction power substations

Record Type:	Electronic resources : Monograph/item
Title/Author:	Prognostics and health management of high-speed railway traction power substations/ by Zhengyou He ... [et al.].
other author:	He, Zhengyou.
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	xiii, 333 p. :ill., digital ;24 cm.
[NT 15003449]:	Chapter 1. The development history and current applications of Prognostics and Health Management (PHM) -- Chapter 2. Fault diagnosis of high-speed railway traction power supply system -- Chapter 3. Failure prediction of high-speed railway traction power supply system -- Chapter 4. Health evaluation of high-speed railway traction power supply system -- Chapter 5. Reliability and risk assessment of high-speed railway traction power supply system -- Chapter 6. Maintenance decision-making of high-speed railway traction power supply system.
Contained By:	Springer Nature eBook
Subject:	Electric substations - Maintenance and repair. -
Online resource:	https://doi.org/10.1007/978-981-95-4538-4
ISBN:	9789819545384

Prognostics and health management of high-speed railway traction power substations
Prognostics and health management of high-speed railway traction power substations[electronic resource] /by Zhengyou He ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xiii, 333 p. :ill., digital ;24 cm.

Chapter 1. The development history and current applications of Prognostics and Health Management (PHM) -- Chapter 2. Fault diagnosis of high-speed railway traction power supply system -- Chapter 3. Failure prediction of high-speed railway traction power supply system -- Chapter 4. Health evaluation of high-speed railway traction power supply system -- Chapter 5. Reliability and risk assessment of high-speed railway traction power supply system -- Chapter 6. Maintenance decision-making of high-speed railway traction power supply system.

This book systematically explains the theoretical framework of Prognostics and Health Management (PHM) for traction power substations in high-speed railways, focusing on PHM concepts and development. It provides an overview of fault diagnosis and prediction for these substations, complemented by practical examples. The integration of equipment service performance, degradation patterns, fault evolution processes, and intelligent early warning mechanisms is discussed to conduct health assessments of traction power substations. Reliability and risk assessments are conducted considering operational characteristics, relay protection, and multi-factor integration, followed by case analyses. Furthermore, maintenance decision-making and optimization research are explored, encompassing degradation modeling, fault prediction, risk assessment, and multi-attribute decision-making approaches. By incorporating PHM technology into high-speed railway traction power substations, it leverages existing monitoring data while integrating and processing multi-source system information. This enables timely prediction and warning of system and equipment failures, aiding operators in maintaining the system health and conducting reliability assessments. This ensures that the traction power supply system operates efficiently, minimizing failures. Corresponding maintenance strategies are formulated based on evaluation results, enhancing the safe and reliable operation of the system in terms of various aspects such as reliability and economy, etc.

ISBN: 9789819545384

Standard No.: 10.1007/978-981-95-4538-4doiSubjects--Topical Terms:

3804614
Electric substations
--Maintenance and repair.

LC Class. No.: TK1751

Dewey Class. No.: 621.3126

Prognostics and health management of high-speed railway traction power substations
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245 0 0 $a Prognostics and health management of high-speed railway traction power substations $h [electronic resource] / $c by Zhengyou He ... [et al.].
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xiii, 333 p. : $b ill., digital ; $c 24 cm.
505 0 $a Chapter 1. The development history and current applications of Prognostics and Health Management (PHM) -- Chapter 2. Fault diagnosis of high-speed railway traction power supply system -- Chapter 3. Failure prediction of high-speed railway traction power supply system -- Chapter 4. Health evaluation of high-speed railway traction power supply system -- Chapter 5. Reliability and risk assessment of high-speed railway traction power supply system -- Chapter 6. Maintenance decision-making of high-speed railway traction power supply system.
520 $a This book systematically explains the theoretical framework of Prognostics and Health Management (PHM) for traction power substations in high-speed railways, focusing on PHM concepts and development. It provides an overview of fault diagnosis and prediction for these substations, complemented by practical examples. The integration of equipment service performance, degradation patterns, fault evolution processes, and intelligent early warning mechanisms is discussed to conduct health assessments of traction power substations. Reliability and risk assessments are conducted considering operational characteristics, relay protection, and multi-factor integration, followed by case analyses. Furthermore, maintenance decision-making and optimization research are explored, encompassing degradation modeling, fault prediction, risk assessment, and multi-attribute decision-making approaches. By incorporating PHM technology into high-speed railway traction power substations, it leverages existing monitoring data while integrating and processing multi-source system information. This enables timely prediction and warning of system and equipment failures, aiding operators in maintaining the system health and conducting reliability assessments. This ensures that the traction power supply system operates efficiently, minimizing failures. Corresponding maintenance strategies are formulated based on evaluation results, enhancing the safe and reliable operation of the system in terms of various aspects such as reliability and economy, etc.
650 0 $a Electric substations $x Maintenance and repair. $3 3804614
650 0 $a Railroads $x Power supply. $3 3804615
650 1 4 $a Energy Grids and Networks. $3 3592502
650 2 4 $a Transportation Technology and Traffic Engineering. $3 2153276
650 2 4 $a Power Stations. $3 3592504
650 2 4 $a Rail Vehicles. $3 3598853
700 1 $a He, Zhengyou. $3 2206952
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-981-95-4538-4
950 $a Energy (SpringerNature-40367)