Data-Driven Methods for Reliability and Safety Engineering: Applications in Industrial Systems

Li, He; Feng, Ke; Yazdi, Mohammad; Huang, Hong-Zhong

Data-Driven Methods for Reliability and Safety Engineering: Applications in Industrial Systems

Edited by He Li (), Ke Feng (), Mohammad Yazdi () and Hong-Zhong Huang ()

in Springer Series in Reliability Engineering from Springer, currently edited by Hoang Pham

Date: 2026
ISBN: 978-3-032-22873-4
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Chapters in this book:

Reliability Analysis of Aircraft Grooved Joints Based on Response Surface Methodology: Baixu Chen, Changqing Su and Xin Xu
Comprehensive Evaluation Techniques of Basic Reliability Based on Data Fusion of Similar Products: Yi Jiao
Mission Reliability Comprehensive Evaluation Technique Based on Multi-stage Information: Haijing Song, Ming Su and Zimeng Xu
Preliminary Exploration of Exemption Methods for Single-Fault Criteria in Nuclear Power Plants: Jin An, Lin Yan and Jian Yang
Accuracy Lifetime Prediction Methodology for RV Reducer: Liangbo Yao, Cheng Qiu, Yikun Yang, Yu Gong and Jinfeng Li
Derating Design of Control Circuits Based on Harpness Simulation: Xin Wang, Jun-Wen Shi and Xiang-Yang Yu
AK-SYSC: A Kriging-Based Approach for Multi-failure-Mode Structural Systems Reliability Analysis: Liangli He, Xinfa Chen and Xinyao Li
Risk-Informed Intelligent Design Optimization for Nuclear Power Plants Using Probabilistic Safety Analysis: Ming Wang, Jiaoshen Xu and Bing Zhang
Research on Fault Data-Driven Quality Risk Assessment Method for Aviation Equipment: Jiake Li and Yiyi Zhao
A Preliminary Summary of Failure Mode and Effects Analysis of Digital Control Systems: Bohao Tian, Jun Yang, Chenyu Jiang and Zhanyu He
Research on the Reliability Assurance System in the Product Development Process: Yinping Ren, Tongyu Zhang and Lili Chang
An Architectural Design for the Reliability and Safety of Battery Management System: Xinpeng Wang, Yiqun Du and Bo Meng
Research on Reliability Classification Technology of High-Temperature Gas-Cooled Reactor: Yiming Wang, Yongsheng Wen, Dingqiang Li, Zhijun Li and Changliang Liu
Maintenance Optimisation for K-out-of-N: G System Using Deep Reinforcement Learning: Ning Zhang, Yifan Zhou, Ze Li and Ziqiang Huang
Investigation on Quantitative Evaluation Technology for System Integrated Support: Yuhan Liu, Xiaoming Gao, Baidong Jin and Pengwei Hu
Goal-Oriented Reliability Program Framework for Space Science and Application Payloads: Kuanyu Gao, Peng Li, Man Fang and Hongen Zhong
Study on the Effectiveness Evaluation of Cross-Flooding Hatches in Damage Stability Design of Large Passenger Vessels: Yi-ming Huang, Gang Chen, Yong Guo, Zhang-jian Wang, Xin-yi Fan, Jia-ning Li, Gao-shuai Wang, Ai-hua Gao and Fu-tong Li
Calculation and Analysis of Fatigue Life Damage of Diesel Engine Crankshaft: Shufei Xue, Hualiang Zhang and Gongye Yu
Exploratory Research on Optimizing Equipment Support Supply Chain Based on Boundaryless Organization Theory: Tianqiao Yan, Yabin Wang, Jinguo Wang and Cenyu Hu
Research on High-Efficiency Milling Process and Machining Parameter Optimization of Aircraft Wing Rib Components: Bo Pang, Jie Chen and Jinglei Wang
ESPAC-Based Linear Array Microtremor Tomography Method and Its Application in Goaf Detection: Shasha Liang, Xinyue Wang and Ziqi Wang
A Study on Fault Prediction of Simulated Die Press Machine Based on Machine Learning: Jun Feng Lai, Hui Yu, Yue Zhao and Jia Liu
Digital Twin-Driven Condition Monitoring for Servo Valves: Chaoyi Zhang, Tongrong Zhang, Zijun Gao, Ying Zhong, Xiaobang Wang and Wenzheng Xu
YOLO-MVCP: A Lightweight Fault Diagnosis Method of Rolling Bearing Based on STFT Time–frequency Graph and MobileViT Network Pruning: Yu Wang, Yue Li and Shufeng Zhang
Design of System-Level Self-health Energy Management of Manned Spacecraft: Qian Liu, Fangyuan Wen, Zhen Lv, Minjun Mao and Rong Fan
A PINN-CNN Hybrid Architecture for Vibration-Based Damage Detection in Airship Envelopes: Fangyuan Zhao, Yiwei Cheng, Keqiang Xie and Yuanhang Wang
Coupling Simulation Analysis of High Temperature Heater Under Multiple Physical Fields: Junbin Zhang, Shubin Jia, Ye Huang, Jiufen Chen and Yingdong Chen
Research on Instantiation Method of Object-Oriented Bayesian Network for Fault Diagnosis Based on Dynamic Weight Parameter Transfer: Shigang Zhang, Mengqiao Chen, Yongxuan Fang, Xudong Suo and Xu Luo
From Phenomena to Mechanisms: A Time–Space–Matter Multidimensional Analysis of Aerospace Electronic Failures: Zongsheng Xie, Dawei Zhu, Mengjiang Liu and Danye Li
Research on the Health Monitoring Technology of Preload for Complex Aerospace Equipment Fastening Devices: Wu Kai, Luo Zhijun, Gu Lixiang, Zuo Wenjia and Liu Yuchang
Probabilistic Life Estimation Framework for Mechanical Component: Xuekang Li, Mingtao Wu, Yongqiang Wang, Zuwang Gan and Haikun Zhao
Uncertainty Propagation in Bridge Construction Carbon Emission Quantification: Hafiz Muhammad Hazib, Imran Shabbir, Weizong Lai, Yue Pan and Jianjun Qin
Gas Turbine Rotor Systematic Upgrading Technology Research and Engineering Application: Huayun Zhu, Jiangsheng Zheng, Yuming Zhang, Hongchen Zhao, Jiaming Wei, Linfeng Xue, Jibing Lan and Yongfeng Sui
A Storage Life Assessment Method for Missile Based on Critical Component Inspection Date: Guiming Tao, Qirui Wang and Hui Li
Research on Internal Stress Damage Detection Strategies for Optical Components: Chendong Lei, Peng Yang, Xinyu Luo, Han Yu and Guanjun Liu
Study of Properties of High Zn Content Aluminium Alloys for Thin Wall Deep Cavity Casting: Guiming Tao, Yi Wang and Anhang Liu
Nanoindentation-Based Finite Element Characterization Method for 25Cr2Ni2MoV Rotor Steel Welded Joints: Guo Sujuan, Pan Zijian, Zhao Jian and Zhu Mingliang
Quantification of Risk and Control of Bidding for a Nuclear Power Plant Project’s Marine Water Intake Project: Mingfang Chen, Tao Wang, Xiaodong Guo and Xinhua Yu
Research on Accelerated Test Method for Reliability of a Certain Refrigeration Device: Dayong Rui, Cheng Sun and Yisheng Zhu
Research on Degradation Model of Marine Seawater Centrifugal Pump Based on Main Mechanism of Cavitation Erosion: Xiaoli Yang, Yong Wang, Yutong Luo and Hongwei Hu
Generative AI in Safety-Critical Systems: Risks of Sycophancy, Hallucination, and Trust Degradation: Mohammad Yazdi, Esmaeil Zarei, Sidum Adumene and Amin Beheshti
Human-Centred Intelligence in Manufacturing Safety: From Observation to Smart Conversations: Mohammad Yazdi
Sloshing Dynamics and Its Impact on Ship Stability and Safety: Kombo Theophilus-Johnson, Sidum Adumene and Azubuike John Chuku
A Computational-Based Comparative Fatigue Analysis of Composite and Steel Risers: Morrison Inegiyemiema, Sidum Adumene and Mohammad Yazdi
Implementation of Process Safety Management System in the Power Plant Industry Using the Monte Carlo Probabilistic Method: Mahdi Mozaffari, Behrouz Behnam, Adel Gholami and Adel Mohammad Pour
Prioritizing HSE Management Risks in Bridge Construction Projects Using Monte Carlo Modeling: Alireza Amanzadeh, Adel Gholami and Mahdi Mozaffari
Fault Prediction Methods for Locomotive Turbochargers: Yu Xing, Weida Wei, He Li and Junyu Guo

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DOI: 10.1007/978-3-032-22873-4

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