LEADER 04741nam 22008175 450 001 9911034946603321 005 20251019130414.0 010 $a981-9741-70-X 024 7 $a10.1007/978-981-97-4170-0 035 $a(MiAaPQ)EBC32364447 035 $a(Au-PeEL)EBL32364447 035 $a(CKB)41667615100041 035 $a(DE-He213)978-981-97-4170-0 035 $a(EXLCZ)9941667615100041 100 $a20251019d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIntelligent Safety and Reliability Analysis of Rail Transit Trains /$fby Yong Qin, Zhi-Peng Wang, Lin-Lin Kou, Xue-Jun Zhao, Yong Fu, Li-Min Jia 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (278 pages) 225 1 $aPhysics and Astronomy Series 311 08$a981-9741-69-6 327 $aIntroduction -- 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. 330 $aThis book highlights a theoretical framework for architecting the safety and reliability analysis of rail transit trains for active safety assurance. Rail transit is compared to the main artery of regional economy and the backbone of urban travel. The safety and reliability of trains is directly associated with the punctuality and safety of passengers, as well as the transport capacity and efficiency of rail transit. High-intensity operation, complex working conditions, and external random interference have brought new challenges to the effective analysis of the safety and reliability of rail transit trains. The book provides a timely solution to the challenges by providing a theoretical framework that can improve the capacities of systematic, real-time, predictive reliability analysis, and enable it to guide the condition-based repair, operation and maintenance means. The book systematically covers topics including the train operation risk analysis methods, health identification and real-time reliability analysis of key train components, and the polymorphic reliability evaluation and the optimization methods of multi-component condition-based maintenance decision for train systems. It also conducts an in-depth discussion on new advances in safety assurance and health management of rail transit trains. The book can be used as a theoretical reference for postgraduate students in related majors and as a valuable handbook for engineers and technicians working on rail transit trains. 410 0$aPhysics and Astronomy Series 606 $aSecurity systems 606 $aRailroad engineering 606 $aMeasurement 606 $aMeasuring instruments 606 $aTransportation engineering 606 $aTraffic engineering 606 $aAutomatic control 606 $aStatistics 606 $aSecurity Science and Technology 606 $aRail Vehicles 606 $aMeasurement Science and Instrumentation 606 $aTransportation Technology and Traffic Engineering 606 $aControl and Systems Theory 606 $aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences 615 0$aSecurity systems. 615 0$aRailroad engineering. 615 0$aMeasurement. 615 0$aMeasuring instruments. 615 0$aTransportation engineering. 615 0$aTraffic engineering. 615 0$aAutomatic control. 615 0$aStatistics. 615 14$aSecurity Science and Technology. 615 24$aRail Vehicles. 615 24$aMeasurement Science and Instrumentation. 615 24$aTransportation Technology and Traffic Engineering. 615 24$aControl and Systems Theory. 615 24$aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. 676 $a625.26 700 $aQin$b Yong$0856515 701 $aWang$b Zhi-Peng$01853150 701 $aKou$b Lin-Lin$01853151 701 $aZhao$b Xue-Jun$01853152 701 $aFu$b Yong$01853153 701 $aJia$b Li-Min$01853154 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911034946603321 996 $aIntelligent Safety and Reliability Analysis of Rail Transit Trains$94449203 997 $aUNINA