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Enrico Zio

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Enrico Zio (BSc in nuclear engng., Politecnico di Milano, 1991; MSc in mechanical engng., UCLA, 1995; PhD, in nuclear engng., Politecnico di Milano, 1995; PhD, in nuclear engng., MIT, 1998) is Director of the Chair in Complex Systems and the Energetic Challenge of the European Foundation for New Energy of Electricite’ de France (EDF) at Ecole Centrale Paris and Supelec, full professor, President and Rector's delegate of the Alumni Association and past-Director of the Graduate School at Politecnico di Milano, adjunct professor at University of Stavanger. He is the Chairman of the European Safety and Reliability Association ESRA, member of the scientific committee of the Accidental Risks Department of the French National Institute for Industrial Environment and Risks, member of the Korean Nuclear society and China Prognostics and Health Management society, and past-Chairman of the Italian Chapter of the IEEE Reliability Society. He is serving as Associate Editor of IEEE Transactions on Reliability and as editorial board member in various international scientific journals, among which Reliability Engineering and System Safety, Journal of Risk and Reliability, International Journal of Performability Engineering, Environment, Systems and Engineering, International Journal of Computational Intelligence Systems. He has functioned as Scientific Chairman of three International Conferences and as Associate General Chairman of two others. His research focuses on the characterization and modeling of the failure/repair/maintenance behavior of components, complex systems and critical infrastructures for the study of their reliability, availability, maintainability, prognostics, safety, vulnerability and security, mostly using a computational approach based on advanced Monte Carlo simulation methods, soft computing techniques and optimization heuristics. He is author or co-author of five international books and more than 170 papers on international journals.

Publications

A graph structure feature-based framework for the pattern recognition of the operational states of integrated energy systems

Li Zhang , Huai Su , Enrico Zio , Luxin Jiang , Lin Fan
Expert Systems with Applications, 2023, 213, pp.119039. ⟨10.1016/j.eswa.2022.119039⟩
Journal articles hal-04103878v1

Importance measures for critical components in complex system based on Copula Hierarchical Bayesian Network

Rentong Chen , Chao Zhang , Shaoping Wang , Enrico Zio , Hongyan Dui
Reliability Engineering and System Safety, 2023, 230, pp.108883. ⟨10.1016/j.ress.2022.108883⟩
Journal articles hal-04103914v1

An integrated methodology for dynamic risk prediction of thermal runaway in lithium-ion batteries

Huixing Meng , Qiaoqiao Yang , Enrico Zio , Jinduo Xing
Process Safety and Environmental Protection, 2023, 171, pp.385-395. ⟨10.1016/j.psep.2023.01.021⟩
Journal articles hal-04103786v1

A Bootstrapped Modularised method of Global Sensitivity Analysis applied to Probabilistic Seismic Hazard Assessment

Francesco Di Maio , Nicola Gallo , Daniele Arcangeli , Matteo Taroni , Jacopo Selva
Structural Safety, 2023, 101, pp.102312. ⟨10.1016/j.strusafe.2022.102312⟩
Journal articles hal-04103822v1

Vulnerability analysis of demand-response with renewable energy integration in smart grids to cyber attacks and online detection methods

Daogui Tang , Yi-Ping Fang , Enrico Zio
Reliability Engineering and System Safety, 2023, 235, pp.109212. ⟨10.1016/j.ress.2023.109212⟩
Journal articles hal-04103525v1

Conditional feature disentanglement learning for anomaly detection in machines operating under time-varying conditions

Haoxuan Zhou , Zihao Lei , Enrico Zio , Guangrui Wen , Zimin Liu
Mechanical Systems and Signal Processing, 2023, 191, pp.110139. ⟨10.1016/j.ymssp.2023.110139⟩
Journal articles hal-04103555v1

A multi-objective optimization model for identifying groups of critical elements in a high-speed train

Yucheng Hao , Limin Jia , Enrico Zio , Yanhui Wang , Zhichao He
Reliability Engineering and System Safety, 2023, 235, pp.109220. ⟨10.1016/j.ress.2023.109220⟩
Journal articles hal-04102958v1

A sequential decision problem formulation and deep reinforcement learning solution of the optimization of O&M of cyber-physical energy systems (CPESs) for reliable and safe power production and supply

Zhaojun Hao , Francesco Di Maio , Enrico Zio
Reliability Engineering and System Safety, 2023, 235, pp.109231. ⟨10.1016/j.ress.2023.109231⟩
Journal articles hal-04099955v1

Opportunistic maintenance policies for multi-machine production systems with quality and availability improvement

Haohao Shi , Ji Zhang , Enrico Zio , Xufeng Zhao
Reliability Engineering and System Safety, 2023, 234, pp.109183. ⟨10.1016/j.ress.2023.109183⟩
Journal articles hal-04103539v1

Multi-Fractal Weibull Adaptive Model for the Remaining Useful Life Prediction of Electric Vehicle Lithium Batteries

Wujin Deng , Yan Gao , Jianxue Chen , Aleksey Kudreyko , Carlo Cattani
Entropy, 2023, 25 (4), pp.646. ⟨10.3390/e25040646⟩
Journal articles hal-04103676v1

System design optimization with mixed subsystems failure dependencies

Mohamed Arezki Mellal , Enrico Zio , Sameer Al-Dahidi , Naoki Masuyama , Yusuke Nojima
Reliability Engineering and System Safety, 2023, 231, pp.109005. ⟨10.1016/j.ress.2022.109005⟩
Journal articles hal-04103840v1

A signal segmentation method for CFRP/CFRP stacks drilling-countersinking monitoring

Changgen Li , Liang Guo , Yuncong Lei , Hongli Gao , Enrico Zio
Mechanical Systems and Signal Processing, 2023, 196, pp.110332. ⟨10.1016/j.ymssp.2023.110332⟩
Journal articles hal-04099893v1

A two-stage estimation method based on Conceptors-aided unsupervised clustering and convolutional neural network classification for the estimation of the degradation level of industrial equipment

Mingjing Xu , Piero Baraldi , Zhe Yang , Enrico Zio
Expert Systems with Applications, 2023, 213, pp.118962. ⟨10.1016/j.eswa.2022.118962⟩
Journal articles hal-04103867v1

A restoration-clustering-decomposition learning framework for aging-related failure rate estimation of distribution transformers

Wei Huang , Changzheng Shao , Bo Hu , Weizhan Li , Yue Sun
Reliability Engineering and System Safety, 2023, 232, pp.109043. ⟨10.1016/j.ress.2022.109043⟩
Journal articles hal-04103763v1

Entropy-driven Monte Carlo simulation method for approximating the survival signature of complex infrastructures

Francesco Di Maio , Chiara Pettorossi , Enrico Zio
Reliability Engineering and System Safety, 2023, 231, pp.108982. ⟨10.1016/j.ress.2022.108982⟩
Journal articles hal-04103855v1

Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning

Luca Pinciroli , Piero Baraldi , Guido Ballabio , Michele Compare , Enrico Zio
Renewable Energy, 2022, 183, pp.752-763. ⟨10.1016/j.renene.2021.11.052⟩
Journal articles hal-03481413v1

A framework of sensitivity analysis for the performance assessment of safety barriers impacted by NaTech accidents

Francesco Di Maio , Stefano Marchetti , Enrico Zio
Process Safety and Environmental Protection, 2022, ⟨10.1016/j.psep.2022.08.072⟩
Journal articles hal-03908034v1

A clustering-based framework for searching vulnerabilities in the operation dynamics of Cyber-Physical Energy Systems

Wei Wang , Gregorio Cova , Enrico Zio
Reliability Engineering and System Safety, 2022, 222, pp.108400. ⟨10.1016/j.ress.2022.108400⟩
Journal articles hal-03906801v1

Parallel density scanned adaptive Kriging to improve local tsunami hazard assessment for coastal infrastructures

F. Di Maio , M. Belotti , M. Volpe , J. Selva , Enrico Zio
Reliability Engineering and System Safety, 2022, 222, pp.108441. ⟨10.1016/j.ress.2022.108441⟩
Journal articles hal-03906778v1

A heuristic features selection approach for scenario analysis in a regional seismic probabilistic tsunami hazard assessment

Francesco Di Maio , Nicola Gallo , Matteo Taroni , Enrico Baglione , Jacopo Selva
International Journal of Disaster Risk Reduction, 2022, 78, pp.103112. ⟨10.1016/j.ijdrr.2022.103112⟩
Journal articles hal-03906689v1

Evolving Connectionist System and Hidden Semi-Markov Model for Learning-Based Tool Wear Monitoring and Remaining Useful Life Prediction

Muquan Lin , Song Wanqing , Dongdong Chen , Enrico Zio
IEEE Access, 2022, 10, pp.82469-82482. ⟨10.1109/ACCESS.2022.3196016⟩
Journal articles hal-03908225v1

A method for fault detection in multi-component systems based on sparse autoencoder-based deep neural networks

Zhe Yang , Piero Baraldi , Enrico Zio
Reliability Engineering and System Safety, 2022, 220, pp.108278. ⟨10.1016/j.ress.2021.108278⟩
Journal articles hal-03907429v1

Comparison of the HAZOP, FMEA, FRAM, and STPA Methods for the Hazard Analysis of Automatic Emergency Brake Systems

Liangliang Sun , Yan-Fu Li , Enrico Zio
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2022, 8 (3), ⟨10.1115/1.4051940⟩
Journal articles hal-03510354v1

An iterative model of the generalized Cauchy process for predicting the remaining useful life of lithium-ion batteries

Guangxu Hong , Wanqing Song , Yan Gao , Enrico Zio , Aleksey Kudreyko
Measurement - Journal of the International Measurement Confederation (IMEKO), 2022, 187, pp.110269. ⟨10.1016/j.measurement.2021.110269⟩
Journal articles hal-03481400v1

A deep reinforcement learning-based method for predictive management of demand response in natural gas pipeline networks

Lin Fan , Huai Su , Enrico Zio , Lixun Chi , Li Zhang
Journal of Cleaner Production, 2022, 335, pp.130274. ⟨10.1016/j.jclepro.2021.130274⟩
Journal articles hal-03907581v1

A Bayesian Belief Network Model for the Risk Assessment and Management of Premature Screen-Out during Hydraulic Fracturing

Enrico Zio , Maryam Mustafayeva , Andrea Montanaro
Reliability Engineering and System Safety, 2022, 218, pp.108094. ⟨10.1016/j.ress.2021.108094⟩
Journal articles hal-03907659v1

A Fault Diagnosis Approach for Electromechanical Actuators with Simulating Model under Small Experimental Data Sample Condition

Zhaoqin Peng , Zhengyi Sun , Juan Chen , Zilong Ping , Kunyu Dong
Actuators, 2022, 11 (3), pp.66. ⟨10.3390/act11030066⟩
Journal articles hal-03907464v1

Bearing Fault Diagnosis Based on Discriminant Analysis Using Multi-View Learning

Zhe Tong , Wei Li , Bo Zhang , Haifeng Gao , Xinglong Zhu
Mathematics , 2022, 10 (20), pp.3889. ⟨10.3390/math10203889⟩
Journal articles hal-03906038v1

An Adaptive Generalized Cauchy Model for Remaining Useful Life Prediction of Wind Turbine Gearboxes with Long-Range Dependence

Wanqing Song , Dongdong Chen , Enrico Zio , Wenduan Yan , Fan Cai
Fractal and Fractional, 2022, 6 (10), pp.576. ⟨10.3390/fractalfract6100576⟩
Journal articles hal-03906192v1

Finite Iterative Forecasting Model Based on Fractional Generalized Pareto Motion

Wanqing Song , Shouwu Duan , Dongdong Chen , Enrico Zio , Wenduan Yan
Fractal and Fractional, 2022, 6 (9), pp.471. ⟨10.3390/fractalfract6090471⟩
Journal articles hal-03906473v1

The Aramis Data Challenge to prognostics and health management methods for application in evolving environments

Piero Baraldi , Michele Compare , Enrico Zio , Francesco Cannarile , Zhe Yang
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2022, pp.1748006X2211071. ⟨10.1177/1748006X221107191⟩
Journal articles hal-03908501v1

A Deep Branched Network for Failure Mode Diagnostics and Remaining Useful Life Prediction

Zhen Li , Yongxiang Li , Xiaowei Yue , Enrico Zio , Jianguo Wu
IEEE Transactions on Instrumentation and Measurement, 2022, 71, pp.1-11. ⟨10.1109/TIM.2022.3195280⟩
Journal articles hal-03908119v1

An Angle-Based Bi-Objective Optimization Algorithm for Redundancy Allocation in Presence of Interval Uncertainty

Yue Xu , Dechang Pi , Shengxiang Yang , Yang Chen , Shuo Qin
IEEE Transactions on Automation Science and Engineering, 2022, pp.1-14. ⟨10.1109/TASE.2022.3148459⟩
Journal articles hal-03908367v1

Optimizing generation expansion planning with operational uncertainty: A multistage adaptive robust approach

Adam Abdin , Aakil Caunhye , Enrico Zio , Michel-Alexandre Cardin
Applied Energy, 2022, 306, pp.118032. ⟨10.1016/j.apenergy.2021.118032⟩
Journal articles hal-03907757v1

A Deep Learning Feature Fusion Based Health Index Construction Method for Prognostics Using Multiobjective Optimization

Zhen Chen , Di Zhou , Enrico Zio , Tangbin Xia , Ershun Pan
IEEE Transactions on Reliability, 2022, pp.1-15. ⟨10.1109/TR.2022.3215757⟩
Journal articles hal-03908015v1

Data-Driven Optimal Test Selection Design for Fault Detection and Isolation Based on CCVKL Method and PSO

Yang Li , Hongtian Chen , Ningyun Lu , Bin Jiang , Enrico Zio
IEEE Transactions on Instrumentation and Measurement, 2022, 71, pp.1-10. ⟨10.1109/TIM.2022.3168930⟩
Journal articles hal-03908325v1

Generative Adversarial Networks With AdaBoost Ensemble Learning for Anomaly Detection in High-Speed Train Automatic Doors

Mingjing Xu , Piero Baraldi , Xuefei Lu , Enrico Zio
IEEE Transactions on Intelligent Transportation Systems, 2022, 23 (12), pp.23408-23421. ⟨10.1109/TITS.2022.3203871⟩
Journal articles hal-03909153v1

Multi-objective availability and cost optimization by PSO and COA for series-parallel systems with subsystems failure dependencies

Mohamed Arezki Mellal , Enrico Zio
Microprocessors and Microsystems: Embedded Hardware Design , 2022, 89, pp.104422. ⟨10.1016/j.micpro.2021.104422⟩
Journal articles hal-03907481v1

Time space modelling for fault diagnosis and prognosis with uncertainty management: A general theoretical formulation

Dongzhen Lyu , Guangxing Niu , Enhui Liu , Bin Zhang , Gang Chen
Reliability Engineering and System Safety, 2022, 226, pp.108686. ⟨10.1016/j.ress.2022.108686⟩
Journal articles hal-03906384v1

A general model for life-cycle cost analysis of Condition-Based Maintenance enabled by PHM capabilities

Michele Compare , Federico Antonello , Luca Pinciroli , Enrico Zio
Reliability Engineering and System Safety, 2022, 224, pp.108499. ⟨10.1016/j.ress.2022.108499⟩
Journal articles hal-03906722v1

Matérn process-based simulation of wind speed time series

Rodrigo Mena , Enrico Zio , Pablo Viveros
Energy Conversion and Management, 2022, 266, pp.115596. ⟨10.1016/j.enconman.2022.115596⟩
Journal articles hal-03906618v1

Risk-Response Strategy Optimization Considering Limited Risk-Related Resource Allocation and Scheduling

Fei Zuo , Enrico Zio , Yuan Yuan
Journal of Construction Engineering and Management, 2022, 148 (11), ⟨10.1061/(ASCE)CO.1943-7862.0002392⟩
Journal articles hal-03905937v1

A novelty-based multi-objective evolutionary algorithm for identifying functional dependencies in complex technical infrastructures from alarm data

Federico Antonello , Piero Baraldi , Enrico Zio , Luigi Serio
Environment Systems and Decisions, 2022, 42 (2), pp.177-188. ⟨10.1007/s10669-021-09841-z⟩
Journal articles hal-03906895v1

Sensitivity-Analysis-Driven Surrogate Model for Molten Salt Reactors Control

Eric Cervi , Xuefei Lu , Antonio Cammi , Francesco Di Maio , Enrico Zio
Journal of Nuclear Engineering, 2022, 3 (4), pp.277-294. ⟨10.3390/jne3040016⟩
Journal articles hal-03909258v1

Long-range dependence and heavy tail characteristics for remaining useful life prediction in rolling bearing degradation

Wanqing Song , He Liu , Enrico Zio
Applied Mathematical Modelling, 2022, 102, pp.268-284. ⟨10.1016/j.apm.2021.09.041⟩
Journal articles hal-03907720v1

A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data

Federico Antonello , Piero Baraldi , Enrico Zio , Luigi Serio
IEEE Systems Journal, 2022, 16 (4), pp.5777-5786. ⟨10.1109/JSYST.2022.3146014⟩
Journal articles hal-03908396v1

Informational probabilistic sensitivity analysis and active learning surrogate modelling

Umberto Alibrandi , Lars Andersen , Enrico Zio
Probabilistic Engineering Mechanics, 2022, 70, pp.103359. ⟨10.1016/j.probengmech.2022.103359⟩
Journal articles hal-03906232v1

A Novel Nonlinear Dynamic Model for Predicting Contact Bounce of Electromagnetic Relays With Flexible Spring Components

Lanxiang Liu , Wenying Yang , Zhen Chen , Guofu Zhai , Enrico Zio
IEEE Transactions on Components, Packaging and Manufacturing Technology, 2022, 12 (8), pp.1318-1328. ⟨10.1109/TCPMT.2022.3191095⟩
Journal articles hal-03906641v1

A methodology to perform dynamic risk assessment using system theory and modeling and simulation: Application to nuclear batteries

Federico Antonello , Jacopo Buongiorno , Enrico Zio
Reliability Engineering and System Safety, 2022, 228, pp.108769. ⟨10.1016/j.ress.2022.108769⟩
Journal articles hal-03903296v1
Image document

Optimizing Generation Expansion Planning With Operational Uncertainty: A Multistage Adaptive Robust Approach

Adam Abdin , Aakil Caunhye , Enrico Zio , Michel-Alexandre Cardin
Applied Energy, 2022
Journal articles hal-03514005v1

A hybrid method for prognostics of lithium-ion batteries capacity considering regeneration phenomena

Huixing Meng , Mengyao Geng , Jinduo Xing , Enrico Zio
Energy, 2022, 261, pp.125278. ⟨10.1016/j.energy.2022.125278⟩
Journal articles hal-03903198v1
Image document

A Modeling and Analysis Framework for Integrated Energy Systems Exposed to Climate Change-Induced NaTech Accidental Scenarios

Francesco Di Maio , Pietro Tonicello , Enrico Zio
Sustainability, 2022, 14 (2), pp.786. ⟨10.3390/su14020786⟩
Journal articles hal-03702714v1

A systematic method for the optimization of gas supply reliability in natural gas pipeline network based on Bayesian networks and deep reinforcement learning

Lin Fan , Huai Su , Wei Wang , Enrico Zio , Li Zhang
Reliability Engineering and System Safety, 2022, 225, pp.108613. ⟨10.1016/j.ress.2022.108613⟩
Journal articles hal-03906637v1

A reliability-centered methodology for identifying renovation actions for improving resilience against heat waves in power distribution grids

Luca Bellani , Michele Compare , Enrico Zio , Alessandro Bosisio , Bartolomeo Greco
International Journal of Electrical Power & Energy Systems, 2022, 137, pp.107813. ⟨10.1016/j.ijepes.2021.107813⟩
Journal articles hal-03907394v1

A framework for predicting the remaining useful life of machinery working under time-varying operational conditions

Zhiyao Zhang , Xiaohui Chen , Enrico Zio
Applied Soft Computing, 2022, 126, pp.109164. ⟨10.1016/j.asoc.2022.109164⟩
Journal articles hal-03906505v1

A new preventive maintenance strategy optimization model considering lifecycle safety

Yan Shi , Zhenzhou Lu , Hongzhong Huang , Yu Liu , Yanfeng Li
Reliability Engineering and System Safety, 2022, 221, pp.108325. ⟨10.1016/j.ress.2022.108325⟩
Journal articles hal-03906917v1

A Bayesian belief network framework for nuclear power plant human reliability analysis accounting for dependencies among performance shaping factors

Jianqiao Liu , Yanhua Zou , Wei Wang , Enrico Zio , Chengwei Yuan
Reliability Engineering and System Safety, 2022, 228, pp.108766. ⟨10.1016/j.ress.2022.108766⟩
Journal articles hal-03903427v1

Machine learning-based models to prioritize scenarios in a Quantitative Risk Analysis: An application to an actual atmospheric distillation unit

July Bias Macedo , Márcio José das Chagas Moura , Marília Ramos , Isis Didier Lins , Enrico Zio
Journal of Loss Prevention in the Process Industries, 2022, 77, pp.104797. ⟨10.1016/j.jlp.2022.104797⟩
Journal articles hal-03906769v1

Deep Multi-adversarial Conditional Domain Adaptation Networks for Fault Diagnostics of Industrial Equipment

Bingsen Wang , Piero Baraldi , Enrico Zio
IEEE Transactions on Industrial Informatics, 2022, pp.1-11. ⟨10.1109/TII.2022.3222400⟩
Journal articles hal-03907899v1

A Novel Metric to Evaluate the Association Rules for Identification of Functional Dependencies in Complex Technical Infrastructures

Federico Antonello , Piero Baraldi , Enrico Zio , Luigi Serio
Environment Systems and Decisions, 2022, 42 (3), pp.436-449. ⟨10.1007/s10669-022-09857-z⟩
Journal articles hal-03906172v1

Prognostics and health management: A review from the perspectives of design, development and decision

Yang Hu , Xuewen Miao , Yong Si , Ershun Pan , Enrico Zio
Reliability Engineering and System Safety, 2022, 217, pp.108063. ⟨10.1016/j.ress.2021.108063⟩
Journal articles hal-03481385v1

Resilience-oriented optimal post-disruption reconfiguration for coupled traffic-power systems

Hongping Wang , Yi-Ping Fang , Enrico Zio
Reliability Engineering and System Safety, 2022, 222, pp.108408. ⟨10.1016/j.ress.2022.108408⟩
Journal articles hal-03906860v1

A method for economic evaluation of predictive maintenance technologies by integrating system dynamics and evolutionary game modelling

Huixing Meng , Xuan Liu , Jinduo Xing , Enrico Zio
Reliability Engineering and System Safety, 2022, 222, pp.108424. ⟨10.1016/j.ress.2022.108424⟩
Journal articles hal-03906838v1

Hybrid and enhanced PSO: Novel first order reliability method-based hybrid intelligent approaches

Shun-Peng Zhu , Behrooz Keshtegar , Mohamed El Amine Ben Seghier , Enrico Zio , Osman Taylan
Computer Methods in Applied Mechanics and Engineering, 2022, 393, pp.114730. ⟨10.1016/j.cma.2022.114730⟩
Journal articles hal-03907411v1
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An optimization model for planning testing and control strategies to limit the spread of a pandemic -The case of COVID-19

Adam Abdin , Yi-Ping Fang , Aakil Caunhye , Douglas Alem , Anne Barros
European Journal of Operational Research, inPress, ⟨10.1016/j.scico.2021.102765⟩
Journal articles hal-03514029v1

Passive safety systems analysis: A novel approach for inverse uncertainty quantification based on Stacked Sparse Autoencoders and Kriging metamodeling

Giovanni Roma , Federico Antonello , Francesco Di Maio , Nicola Pedroni , Enrico Zio
Progress in Nuclear Energy, 2022, 148, pp.104209. ⟨10.1016/j.pnucene.2022.104209⟩
Journal articles hal-03906743v1

A novel reliability monitoring scheme based on the monitoring of manufacturing quality error rates

Kamyar Sabri-Laghaie , Mahdi Fathi , Enrico Zio , Maryam Mazhar
Reliability Engineering and System Safety, 2022, 217, pp.108065. ⟨10.1016/j.ress.2021.108065⟩
Journal articles hal-03908472v1

Optimal design of step-stress accelerated degradation test oriented by nonlinear and distributed degradation process

Bokai Zheng , Cen Chen , Yigang Lin , Yifan Hu , Xuerong Ye
Reliability Engineering and System Safety, 2022, 217, pp.108087. ⟨10.1016/j.ress.2021.108087⟩
Journal articles hal-03908439v1

Gas liquid cylindrical cyclone flow regime identification using machine learning combined with experimental mechanism explanation

Zhao-Ming Yang , Yu-Xuan He , Qi Xiang , Enrico Zio , Li-Min He
Petroleum Science and Technology, 2022, ⟨10.1016/j.petsci.2022.09.005⟩
Journal articles hal-03908027v1

Subset simulation for optimal sensors positioning based on value of information

Seyed Mojtaba Hoseyni , Francesco Di Maio , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2022, pp.1748006X2211184. ⟨10.1177/1748006X221118432⟩
Journal articles hal-03908054v1
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Social Robotics and Synthetic Ethics: A Methodological Proposal for Research

Bako Rajaonah , Enrico Zio
International Journal of Social Robotics, 2022, ⟨10.1007/s12369-022-00874-1⟩
Journal articles hal-03786708v1

Integrated fault estimation and fault-tolerant control for a flexible regional aircraft

Yishi Liu , Sheng Hong , Enrico Zio , Jianwei Liu
Chinese Journal of Aeronautics, 2022, 35 (3), pp.390-399. ⟨10.1016/j.cja.2021.05.025⟩
Journal articles hal-03907508v1

Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice

Enrico Zio
Reliability Engineering and System Safety, 2022, 218, pp.108119. ⟨10.1016/j.ress.2021.108119⟩
Journal articles hal-03907690v1

A dynamic event tree for a blowout accident in an oil deep-water well equipped with a managed pressure drilling condition monitoring and operation system

Francesco Di Maio , Piero Baraldi , Alireza Eslamian , Enrico Zio , Carlos Magno Couto Jacinto
Journal of Loss Prevention in the Process Industries, 2022, 79, pp.104834. ⟨10.1016/j.jlp.2022.104834⟩
Journal articles hal-03906336v1

Condition-based Maintenance for Performance Degradation under Non-periodic Unreliable Inspections

Yang Li , Yan Shi , Zhiyao Zhang , Ningyun Lu , Xiuli Wang
IEEE Transactions on Artificial Intelligence, 2022, pp.1-13. ⟨10.1109/TAI.2022.3197680⟩
Journal articles hal-03908082v1
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Resilience assessment of electrified road networks subject to charging station failures

Hongping Wang , Adam F Abdin , Yi-Ping Fang , Enrico Zio
Computer-Aided Civil and Infrastructure Engineering, inPress, ⟨10.1111/mice.12736⟩
Journal articles hal-03266227v1

Generalized Cauchy difference iterative forecasting model for wind speed based on fractal time series

He Liu , Wanqing Song , Enrico Zio
Nonlinear Dynamics, 2021, 103 (1), pp.759-773. ⟨10.1007/s11071-020-06150-z⟩
Journal articles hal-03480449v1

An optimization model for planning testing and control strategies to limit the spread of a pandemic – The case of COVID-19

Adam Abdin , Yi-Ping Fang , Aakil Caunhye , Douglas Alem , Anne Barros
European Journal of Operational Research, 2021, ⟨10.1016/j.ejor.2021.10.062⟩
Journal articles hal-03481105v1

A method for fault diagnosis in evolving environment using unlabeled data

Yang Hu , Piero Baraldi , Francesco Di Maio , Jie Liu , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2021, 235 (1), pp.33-49. ⟨10.1177/1748006X20946529⟩
Journal articles hal-03480160v1

A failure mechanism consistency test method for accelerated degradation test

Guofu Zhai , Bokai Zheng , Xuerong Ye , Shuang Si , Enrico Zio
Quality and Reliability Engineering International, 2021, 37 (2), pp.464-483. ⟨10.1002/qre.2744⟩
Journal articles hal-03479280v1

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

Aytaç Altan , Seçkin Karasu , Enrico Zio
Applied Soft Computing, 2021, 100, pp.106996. ⟨10.1016/j.asoc.2020.106996⟩
Journal articles hal-03479657v1

Radiation-Induced Degradation Analysis and Reliability Modeling of COTS ADCs for Space-Borne Miniature Fiber-Optic Gyroscopes

Kun Ma , Ningfang Song , Jing Jin , Enrico Zio , Jiliang He
IEEE Transactions on Instrumentation and Measurement, 2021, 70, pp.1-8. ⟨10.1109/TIM.2021.3054419⟩
Journal articles hal-03479299v1

Optimal sensor positioning on pressurized equipment based on Value of Information

Seyed Mojtaba Hoseyni , Francesco Di Maio , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2021, 235 (4), pp.533-544. ⟨10.1177/1748006X21989661⟩
Journal articles hal-03479523v1

A Fractional Brownian Motion Model for Forecasting Lost Load and Time Interval Between Power Outages

Lijia Ren , Juequan Deng , Wanqing Song , Enrico Zio , Carlo Cattani
IEEE Access, 2021, 9, pp.6623-6632. ⟨10.1109/ACCESS.2020.3048499⟩
Journal articles hal-03479390v1

A generalized cauchy method for remaining useful life prediction of wind turbine gearboxes

He Liu , Wanqing Song , Yuhui Niu , Enrico Zio
Mechanical Systems and Signal Processing, 2021, 153, pp.107471. ⟨10.1016/j.ymssp.2020.107471⟩
Journal articles hal-03481076v1

Hybrid Discrete Differential Evolution and Deep Q-Network for Multimission Selective Maintenance

Yue Xu , Dechang Pi , Zhiyuan Wu , Junfu Chen , Enrico Zio
IEEE Transactions on Reliability, 2021, pp.1-12. ⟨10.1109/TR.2021.3111737⟩
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Ensemble empirical mode decomposition and long short-term memory neural network for multi-step predictions of time series signals in nuclear power plants

Hoang-Phuong Nguyen , Piero Baraldi , Enrico Zio
Applied Energy, 2021, 283, pp.116346. ⟨10.1016/j.apenergy.2020.116346⟩
Journal articles hal-03481321v1

Quantification of Uncertainty in CFD Simulation of Accidental Gas Release for O & G Quantitative Risk Assessment

Fabrizio Pappalardo , Alberto Moscatello , Gianmario Ledda , Anna Chiara Uggenti , Raffaella Gerboni
Energies, 2021, 14 (23), pp.8117. ⟨10.3390/en14238117⟩
Journal articles hal-03481348v1

Guest Editorial: Value of Information (VoI) in reliability and risk assessment

F Di Maio , W Fauriat , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2021, 235 (4), pp.531-532. ⟨10.1177/1748006X211013257⟩
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Risk Perception Biases and the Resilience of Ethics for Complying with COVID-19-Pandemic-Related Safety Measures

Bako Rajaonah , Enrico Zio
Journal of Risk Analysis and Crisis Response, 2021, 11 (2), pp.87-90. ⟨10.2991/jracr.k.210707.001⟩
Journal articles hal-03048334v1

Gaussian Fields for Predicting Drift of Oil and Gas Pipes

Luca Pinciroli , Michele Compare , Enrico Zio , Gustavo Almeida , Pedro Filgueiras
Journal of Pipeline Systems Engineering and Practice, 2021, 12 (4), pp.04021047. ⟨10.1061/(ASCE)PS.1949-1204.0000586⟩
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Accounting for Safety Barriers Degradation in the Risk Assessment of Oil and Gas Systems by Multistate Bayesian Networks

F. Dimaio , O. Scapinello , C. Ciarapica , S. Cincotta , A. Crivellari
Reliability Engineering and System Safety, 2021, 216, pp.107943. ⟨10.1016/j.ress.2021.107943⟩
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A data-driven approach to anomaly detection and vulnerability dynamic analysis for large-scale integrated energy systems

Li Zhang , Huai Su , Enrico Zio , Zhien Zhang , Lixun Chi
Energy Conversion and Management, 2021, 234, pp.113926. ⟨10.1016/j.enconman.2021.113926⟩
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Failure identification in a nuclear passive safety system by Monte Carlo simulation with adaptive Kriging

L. Puppo , N. Pedroni , A. Bersano , F. Di Maio , C. Bertani
Nuclear Engineering and Design, 2021, 380, pp.111308. ⟨10.1016/j.nucengdes.2021.111308⟩
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Feature extraction for early fault detection in rotating machinery of nuclear power plants based on adaptive VMD and Teager energy operator

Shaomin Zhu , Hong Xia , Binsen Peng , Enrico Zio , Zhichao Wang
Annals of Nuclear Energy, 2021, 160, pp.108392. ⟨10.1016/j.anucene.2021.108392⟩
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Multi-State Reliability Assessment Model of Base-Load Cyber-Physical Energy Systems (CPES) during Flexible Operation Considering the Aging of Cyber Components

Zhaojun Hao , Francesco Di Maio , Enrico Zio
Energies, 2021, 14 (11), pp.3241. ⟨10.3390/en14113241⟩
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A Bayesian framework of inverse uncertainty quantification with principal component analysis and Kriging for the reliability analysis of passive safety systems

Giovanni Roma , Francesco Di Maio , Andrea Bersano , Nicola Pedroni , Cristina Bertani
Nuclear Engineering and Design, 2021, 379, pp.111230. ⟨10.1016/j.nucengdes.2021.111230⟩
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A multi-criteria model for the security assessment of large-infrastructure construction sites

Gabriele Oliva , Luca Faramondi , Roberto Setola , Marco Tesei , Enrico Zio
International journal of critical infrastructure protection, 2021, 35, pp.100460. ⟨10.1016/j.ijcip.2021.100460⟩
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A Novel Framework for the Operational Reliability Evaluation of Integrated Electric Power–Gas Networks

Osama Aslam Ansari , C. Chung , Enrico Zio
IEEE Transactions on Smart Grid, 2021, 12 (5), pp.3901-3913. ⟨10.1109/TSG.2021.3075918⟩
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A semi-supervised method for the characterization of degradation of nuclear power plants steam generators

Luca Pinciroli , Piero Baraldi , Ahmed Shokry , Enrico Zio , Redouane Seraoui
Progress in Nuclear Energy, 2021, 131, pp.103580. ⟨10.1016/j.pnucene.2020.103580⟩
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Development of an integrated dynamic model for supply security and resilience analysis of natural gas pipeline network systems

Huai Su , Enrico Zio , Zong-Jie Zhang , Chang-Zheng Xiong , Qian-Sheng Dai
Petroleum Science and Technology, 2021, ⟨10.1016/j.petsci.2021.10.002⟩
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Metabolism and difference iterative forecasting model based on long-range dependent and grey for gearbox reliability

He Liu , Wanqing Song , Yuhui Niu , Enrico Zio
ISA Transactions, 2021, 153, pp.107471. ⟨10.1016/j.isatra.2021.05.002⟩
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A Two-Stage Stochastic Programming Model of Component Test Plan and Redundancy Allocation for System Reliability Optimization

Aliakbar Eslami Baladeh , Enrico Zio
IEEE Transactions on Reliability, 2021, 70 (1), pp.99-109. ⟨10.1109/TR.2020.2974284⟩
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Bootstrapped Ensemble of Artificial Neural Networks Technique for Quantifying Uncertainty in Prediction of Wind Energy Production

Sameer Al-Dahidi , Piero Baraldi , Enrico Zio , Lorenzo Montelatici
Sustainability, 2021, 13 (11), pp.6417. ⟨10.3390/su13116417⟩
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A machine learning-based methodology for multi-parametric solution of chemical processes operation optimization under uncertainty

Ahmed Shokry , Sergio Medina-González , Piero Baraldi , Enrico Zio , Eric Moulines
Chemical Engineering Journal, 2021, 425, pp.131632. ⟨10.1016/j.cej.2021.131632⟩
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Metamodeling and On-Line Clustering for Loss-of-Flow Accident Precursors Identification in a Superconducting Magnet Cryogenic Cooling Circuit

Vincenzo Destino , Nicola Pedroni , Roberto Bonifetto , Francesco Di Maio , Laura Savoldi
Energies, 2021, 14 (17), pp.5552. ⟨10.3390/en14175552⟩
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Reliability Assessment of Passive Safety Systems for Nuclear Energy Applications: State-of-the-Art and Open Issues

Francesco Di Maio , Nicola Pedroni , Barnabás Tóth , Luciano Burgazzi , Enrico Zio
Energies, 2021, 14 (15), pp.4688. ⟨10.3390/en14154688⟩
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An optimization framework for opportunistic planning of preventive maintenance activities

R. Mena , P. Viveros , S. Campos , Enrico Zio
Reliability Engineering and System Safety, 2021, 215, pp.107801. ⟨10.1016/j.ress.2021.107801⟩
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Remaining useful life prediction for complex systems considering varying future operational conditions

Liang Chang , Yan‐hui Lin , Enrico Zio
Quality and Reliability Engineering International, 2021, ⟨10.1002/qre.2997⟩
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A multi-branch deep neural network model for failure prognostics based on multimodal data

Zhe Yang , Piero Baraldi , Enrico Zio
Journal of Manufacturing Systems, 2021, 59, pp.42-50. ⟨10.1016/j.jmsy.2021.01.007⟩
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Joint Distribution-Based Test Selection for Fault Detection and Isolation Under Multiple Faults Condition

Yang Li , Enrico Zio , Ningyun Lu , Xiuli Wang , Bin Jiang
IEEE Transactions on Instrumentation and Measurement, 2021, 70, pp.1-13. ⟨10.1109/TIM.2020.3031983⟩
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Resilience Assessment and Importance Measure for Interdependent Critical Infrastructures

Xing Liu , Yiping Fang , Elisa Ferrario , Enrico Zio
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2021, ⟨10.1115/1.4051196⟩
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Identification of LOFA precursors in ITER superconducting magnet cryogenic cooling circuit

V. Destino , R. Bonifetto , F. Di Maio , N. Pedroni , R. Zanino
Reliability Engineering and System Safety, 2021, 209, pp.107426. ⟨10.1016/j.ress.2020.107426⟩
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A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data

Federico Antonello , Piero Baraldi , Ahmed Shokry , Enrico Zio , Ugo Gentile
Expert Systems with Applications, 2021, 170, pp.114560. ⟨10.1016/j.eswa.2021.114560⟩
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Fault Diagnosis and Reconfigurable Control for Commercial Aircraft with Multiple Faults and Actuator Saturation

Yishi Liu , Sheng Hong , Enrico Zio , Jianwei Liu
Aerospace, 2021, 8 (4), pp.108. ⟨10.3390/aerospace8040108⟩
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Optimal Prognostics and Health Management-driven inspection and maintenance strategies for industrial systems

A. Mancuso , M. Compare , A. Salo , Enrico Zio
Reliability Engineering and System Safety, 2021, 210, pp.107536. ⟨10.1016/j.ress.2021.107536⟩
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A framework for the resilience analysis of complex natural gas pipeline networks from a cyber-physical system perspective

Antonio Marino , Enrico Zio
Computers & Industrial Engineering, 2021, 162, pp.107727. ⟨10.1016/j.cie.2021.107727⟩
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A Framework based on Finite Mixture Models and Adaptive Kriging for Characterizing Non-Smooth and Multimodal Failure Regions in a Nuclear Passive Safety System

L. Puppo , N. Pedroni , F. Di Maio , A. Bersano , C. Bertani
Reliability Engineering and System Safety, 2021, 216, pp.107963. ⟨10.1016/j.ress.2021.107963⟩
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An integrated, systematic data-driven supply-demand side management method for smart integrated energy systems

Huai Su , Lixun Chi , Enrico Zio , Zhenlin Li , Lin Fan
Energy, 2021, 235, pp.121416. ⟨10.1016/j.energy.2021.121416⟩
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An integrated risk index accounting for epistemic uncertainty in probability risk assessment

Zhiguo Zeng , Tasneem Bani-Mustafa , Roger Flage , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2021, 235 (4), pp.711-728. ⟨10.1177/1748006X20968954⟩
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Association rules extraction for the identification of functional dependencies in complex technical infrastructures

Federico Antonello , Piero Baraldi , Ahmed Shokry , Enrico Zio , Ugo Gentile
Reliability Engineering and System Safety, 2021, 209, pp.107305. ⟨10.1016/j.ress.2020.107305⟩
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Integrated planning framework for preventive maintenance grouping: A case study for a conveyor system in the Chilean mining industry

Pablo Viveros , Rodrigo Mena , Enrico Zio , Leonardo Miqueles , Fredy Kristjanpoller
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2021, pp.1748006X2110537. ⟨10.1177/1748006X211053758⟩
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An MEWMA-based segmental multivariate hidden Markov model for degradation assessment and prediction

Yaping Li , Enrico Zio , Ershun Pan
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2021, 235 (5), pp.831-844. ⟨10.1177/1748006X21990527⟩
Journal articles hal-03481339v1

Identification of Critical Components in the Complex Technical Infrastructure of the Large Hadron Collider Using Relief Feature Ranking and Support Vector Machines

Ahmed Shokry , Piero Baraldi , Andrea Castellano , Luigi Serio , Enrico Zio
Energies, 2021, 14 (18), pp.6000. ⟨10.3390/en14186000⟩
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A generalized petri net-based modeling framework for service reliability evaluation and management of cloud data centers

Xiao-Yang Li , Yue Liu , Yan-Hui Lin , Liang-Hua Xiao , Enrico Zio
Reliability Engineering and System Safety, 2021, 207, pp.107381. ⟨10.1016/j.ress.2020.107381⟩
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A Hierarchical Resilience Enhancement Framework for Interdependent Critical Infrastructures

Xing Liu , Yiping Fang , Enrico Zio
Reliability Engineering and System Safety, 2021, 215, pp.107868. ⟨10.1016/j.ress.2021.107868⟩
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A Simulation-Based Multi-Objective Optimization Framework for the Production Planning in Energy Supply Chains

Shiyu Chen , Wei Wang , Enrico Zio
Energies, 2021, 14 (9), pp.2684. ⟨10.3390/en14092684⟩
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Time-dependent reliability analysis of the reactor building of a nuclear power plant for accounting of its aging and degradation

Di Maio Francesco , Fumagalli Matteo , Guerini Carlo , Perotti Federico , Enrico Zio
Reliability Engineering and System Safety, 2021, 205, pp.107173. ⟨10.1016/j.ress.2020.107173⟩
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Deep Learning with Long Short-Term Memory Networks for Diagnosing Faults in Smart Grids

Hossein Hassani , Roozbeh Razavi-Far , Mehrdad Saif , Enrico Zio
European Journal for Security Research, 2021, ⟨10.1007/s41125-021-00074-4⟩
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Online Estimation of Degradation State Under Random Change of Mode

Yan-Hui Lin , Enrico Zio
IEEE Transactions on Instrumentation and Measurement, 2021, 70, pp.1-11. ⟨10.1109/TIM.2021.3089774⟩
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Fractional Lévy stable motion with LRD for RUL and reliability analysis of li-ion battery

He Liu , Wanqing Song , Enrico Zio
ISA Transactions, 2021, ⟨10.1016/j.isatra.2021.07.002⟩
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Deep Reinforcement Learning Based on Proximal Policy Optimization for the Maintenance of a Wind Farm with Multiple Crews

Luca Pinciroli , Piero Baraldi , Guido Ballabio , Michele Compare , Enrico Zio
Energies, 2021, 14 (20), pp.6743. ⟨10.3390/en14206743⟩
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Product technical life prediction based on multi-modes and fractional Lévy stable motion

Shouwu Duan , Wanqing Song , Enrico Zio , Carlo Cattani , Ming Li
Mechanical Systems and Signal Processing, 2021, 161, pp.107974. ⟨10.1016/j.ymssp.2021.107974⟩
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A long-term prediction approach based on long short-term memory neural networks with automatic parameter optimization by Tree-structured Parzen Estimator and applied to time-series data of NPP steam generators

Hoang-Phuong Nguyen , Jie Liu , Enrico Zio
Applied Soft Computing, 2020, 89, pp.106116. ⟨10.1016/j.asoc.2020.106116⟩
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A new framework for multi-hazards risk aggregation

Tasneem Bani-Mustafa , Zhiguo Zeng , Enrico Zio , Dominique Vasseur
Safety Science, 2020, 121, pp.283-302. ⟨10.1016/j.ssci.2019.08.043⟩
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An integrated reliability approach with improved importance sampling for low-cycle fatigue damage prediction of turbine disks

Haifeng Gao , Anjenq Wang , Enrico Zio , Guangchen Bai
Reliability Engineering and System Safety, 2020, 199, pp.106819. ⟨10.1016/j.ress.2020.106819⟩
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A numerical approach for predicting the remaining useful life of an aviation hydraulic pump based on monitoring abrasive debris generation

Tongyang Li , Shaoping Wang , Enrico Zio , Jian Shi , Zhonghai Ma
Mechanical Systems and Signal Processing, 2020, 136, pp.106519. ⟨10.1016/j.ymssp.2019.106519⟩
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Analysing Recovery From Pandemics by Learning Theory: The Case of CoVid-19

Romney Duffey , Enrico Zio
IEEE Access, 2020, 8, pp.110789-110795. ⟨10.1109/ACCESS.2020.3001344⟩
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Considering the human operator cognitive process for the interpretation of diagnostic outcomes related to component failures and cyber security attacks

Wei Wang​ , Francesco Di Maio , Enrico Zio
Reliability Engineering and System Safety, 2020, 202, pp.107007. ⟨10.1016/j.ress.2020.107007⟩
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Partially observable Markov decision processes for optimal operations of gas transmission networks

Michele Compare , Piero Baraldi , Paolo Marelli , Enrico Zio
Reliability Engineering and System Safety, 2020, 199, pp.106893. ⟨10.1016/j.ress.2020.106893⟩
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Fractional ARIMA with an improved cuckoo search optimization for the efficient Short-term power load forecasting

Fei Wu , Carlo Cattani , Wanqing Song , Enrico Zio
Alexandria Engineering Journal, 2020, 59 (5), pp.3111-3118. ⟨10.1016/j.aej.2020.06.049⟩
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Dynamic probabilistic-based LCF damage assessment of turbine blades regarding time-varying multi-physical field loads

Hai-Feng Gao , Enrico Zio , Jian-Jun Guo , Guang-Chen Bai , Cheng-Wei Fei
Engineering Failure Analysis, 2020, 108, pp.104193. ⟨10.1016/j.engfailanal.2019.104193⟩
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A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments

Zhe Yang , Sameer Al-Dahidi , Piero Baraldi , Enrico Zio , Lorenzo Montelatici
IEEE Transactions on Neural Networks and Learning Systems, 2020, 31 (1), pp.309-320. ⟨10.1109/TNNLS.2019.2900956⟩
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A novel method for maintenance record clustering and its application to a case study of maintenance optimization

Zhe Yang , Piero Baraldi , Enrico Zio
Reliability Engineering and System Safety, 2020, 203, pp.107103. ⟨10.1016/j.ress.2020.107103⟩
Journal articles hal-03137336v1

Industrial equipment reliability estimation: A Bayesian Weibull regression model with covariate selection

M. Compare , P. Baraldi , I. Bani , E. Zio , D. Mcdonnell
Reliability Engineering and System Safety, 2020, 200, pp.106891. ⟨10.1016/j.ress.2020.106891⟩
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Risk Assessment of an Electrical Power System Considering the Influence of Traffic Congestion on a Hypothetical Scenario of Electrified Transportation System in New York State

Hongping Wang , Yi-Ping Fang , Enrico Zio
IEEE Transactions on Intelligent Transportation Systems, In press, pp.1-14. ⟨10.1109/TITS.2019.2955359⟩
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A systematic method for the analysis of energy supply reliability in complex Integrated Energy Systems considering uncertainties of renewable energies, demands and operations

Huai Su , Enrico Zio , Jinjun Zhang , Zhenlin Li , Haifeng Wang
Journal of Cleaner Production, 2020, 267, pp.122117. ⟨10.1016/j.jclepro.2020.122117⟩
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Cost minimization of repairable systems subject to availability constraints using efficient cuckoo optimization algorithm

Mohamed Arezki Mellal , Enrico Zio , Edward Williams
Quality and Reliability Engineering International, 2020, 36 (3), pp.1098-1110. ⟨10.1002/qre.2617⟩
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Probabilistic-based combined high and low cycle fatigue assessment for turbine blades using a substructure-based kriging surrogate model

Hai-Feng Gao , Enrico Zio , Anjenq Wang , Guang-Chen Bai , Cheng-Wei Fei
Aerospace Science and Technology, 2020, 104, pp.105957. ⟨10.1016/j.ast.2020.105957⟩
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A reinforcement learning approach to optimal part flow management for gas turbine maintenance

Michele Compare , Luca Bellani , Enrico Cobelli , Enrico Zio , Francesco Annunziata
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2020, 234 (1), pp.52-62. ⟨10.1177/1748006X19869750⟩
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A practical approach for evaluating the strength of knowledge supporting risk assessment models

Tasneem Bani-Mustafa , Zhiguo Zeng , Enrico Zio , Dominique Vasseur
Safety Science, 2020, 124, pp.104596. ⟨10.1016/j.ssci.2019.104596⟩
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A Discrete Increment Model for Electricity Price Forecasting Based on Fractional Brownian Motion

Juequan Deng , Wanqing Song , Enrico Zio
IEEE Access, 2020, 8, pp.130762-130770. ⟨10.1109/ACCESS.2020.3008797⟩
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Risk Analysis of Cyber-Physical Systems by GTST-MLD

Francesco Di Maio , Roberto Mascherona , Enrico Zio
IEEE Systems Journal, 2020, 14 (1), pp.1333-1340. ⟨10.1109/JSYST.2019.2928046⟩
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Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements

Mingjing Xu , Piero Baraldi , Sameer Al-Dahidi , Enrico Zio
Engineering Applications of Artificial Intelligence, 2020, 87, pp.103346. ⟨10.1016/j.engappai.2019.103346⟩
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Joint optimization of safety barriers for enhancing business continuity of nuclear power plants against steam generator tube ruptures accidents

Jinduo Xing , Zhiguo Zeng , Enrico Zio
Reliability Engineering and System Safety, 2020, 202, pp.107067. ⟨10.1016/j.ress.2020.107067⟩
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Configuration Optimization in Miniature Interferometric Fiber-Optic Gyroscopes for Space Application

Kun Ma , Ningfang Song , Jing Jin , Jiliang He , Enrico Zio
IEEE Sensors Journal, 2020, 20 (13), pp.7107-7117. ⟨10.1109/JSEN.2020.2977584⟩
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System reliability-redundancy optimization with cold-standby strategy by an enhanced nest cuckoo optimization algorithm

Mohamed Arezki Mellal , Enrico Zio
Reliability Engineering and System Safety, 2020, 201, pp.106973. ⟨10.1016/j.ress.2020.106973⟩
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Integrated deterministic and probabilistic safety assessment of a superconducting magnet cryogenic cooling circuit for nuclear fusion applications

R. Bellaera , R. Bonifetto , F. Di Maio , N. Pedroni , L. Savoldi
Reliability Engineering and System Safety, 2020, 201, pp.106945. ⟨10.1016/j.ress.2020.106945⟩
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Cooperative co-evolutionary approach to optimize recovery for improving resilience in multi-communities

Dario Valcamonico , Giovanni Sansavini , Enrico Zio
Reliability Engineering and System Safety, 2020, 197, pp.106800. ⟨10.1016/j.ress.2020.106800⟩
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An energy-based coupling degradation propagation model and its application to aviation actuation system

Tongyang Li , Shaoping Wang , Jian Shi , Enrico Zio , Xiaoyu Cui
Chinese Journal of Aeronautics, 2020, 33 (4), pp.1288-1298. ⟨10.1016/j.cja.2019.11.012⟩
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Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0

Michele Compare , Piero Baraldi , Enrico Zio
IEEE Internet of Things Journal, 2020, 7 (5), pp.4585-4597. ⟨10.1109/JIOT.2019.2957029⟩
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Prediction of CoVid-19 infection, transmission and recovery rates: A new analysis and global societal comparisons

Romney Duffey , Enrico Zio
Safety Science, 2020, 129, pp.104854. ⟨10.1016/j.ssci.2020.104854⟩
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Vulnerability Analysis of Critical Infrastructure under Disruptions: an Application to China Railway High-Speed Acknowledgement

Chao Fang , Piao Dong , Yiping Fang , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, inPress, ⟨10.1177/1748006X19889149⟩
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CoVid-19 Pandemic Trend Modeling and Analysis to Support Resilience Decision-Making

Romney Duffey , Enrico Zio
Biology, 2020, 9 (7), pp.156. ⟨10.3390/biology9070156⟩
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Optimization of an aperiodic sequential inspection and condition-based maintenance policy driven by value of information

William Fauriat , Enrico Zio
Reliability Engineering and System Safety, 2020, 204, pp.107133. ⟨10.1016/j.ress.2020.107133⟩
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A hierarchical tree-based decision-making approach for assessing the relative trustworthiness of risk assessment models

Tasneem Bani-Mustafa , Nicola Pedroni , Enrico Zio , Dominique Vasseur , Francois Beaudouin
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2020, 234 (6), pp.748-763. ⟨10.1177/1748006X20929111⟩
Journal articles hal-03137334v1

A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider

Piero Baraldi , Andrea Castellano , Ahmed Shokry , Ugo Gentile , Luigi Serio
Reliability Engineering and System Safety, 2020, 201, pp.106974. ⟨10.1016/j.ress.2020.106974⟩
Journal articles hal-03137361v1

Risk-informed approach to the safety improvement of the reactor protection system of the AGN-201K research reactor

Ibrahim Ahmed , Enrico Zio , Gyunyoung Heo
Nuclear Engineering and Technology, 2020, 52 (4), pp.764-775. ⟨10.1016/j.net.2019.09.015⟩
Journal articles hal-03137374v1

Bayesian Network Modelling for the Wind Energy Industry: An Overview

Tosin Adedipe , Mahmood Shafiee , Enrico Zio
Reliability Engineering and System Safety, 2020, 202, pp.107053. ⟨10.1016/j.ress.2020.107053⟩
Journal articles hal-03137070v1
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A multi-perspective framework of analysis of critical infrastructures with respect to supply service, controllability and topology

Fangyuan Han , Enrico Zio
International journal of critical infrastructure protection, 2019, 24, pp.1-13. ⟨10.1016/j.ijcip.2018.10.009⟩
Journal articles hal-01988950v1
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An adaptive particle swarm optimization method for multi-objective system reliability optimization

Mohamed Arezki Mellal , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2019, 233 (6), pp.990-1001. ⟨10.1177/1748006X19852814⟩
Journal articles hal-02428527v1

An adaptive cuckoo optimization algorithm for system design optimization under failure dependencies

Mohamed Arezki Mellal , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2019, 233 (6), pp.1099-1105. ⟨10.1177/1748006X19863639⟩
Journal articles hal-02432574v1

RAMS Optimization

David Coit , Enrico Zio
Reliability Engineering and System Safety, 2019, 192, pp.106620. ⟨10.1016/j.ress.2019.106620⟩
Journal articles hal-02432556v1

Comprehensiveness of scenarios in the safety assessment of nuclear waste repositories

E. Tosoni , A. Salo , J. Govaerts , Enrico Zio
Reliability Engineering and System Safety, 2019, 188, pp.561-573. ⟨10.1016/j.ress.2019.04.012⟩
Journal articles hal-02277934v1

Mesoscale Numerical Modeling for Predicting Wear Debris Generation

T Li , J Shi , S Wang , Enrico Zio , Z Ma
Tribology Letters, 2019, 67 (2), ⟨10.1007/s11249-019-1150-2⟩
Journal articles hal-02428546v1
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An Optimization-Based Framework for the Identification of Vulnerabilities in Electric Power Grids Exposed to Natural Hazards

Yiping Fang , Giovanni Sansavini , Enrico Zio
Risk Analysis, 2019, ⟨10.1111/risa.13287⟩
Journal articles hal-02093088v1

On-line process monitoring during transient operations using weighted distance Auto Associative Bilateral Kernel Regression

Ibrahim Ahmed , Gyunyoung Heo , Enrico Zio
ISA Transactions, 2019, 92, pp.191-212. ⟨10.1016/j.isatra.2019.02.010⟩
Journal articles hal-02432427v1

Importance analysis considering time‐varying parameters and different perturbation occurrence times

A. Noroozian , Reza Baradaran Kazemzadeh , Enrico Zio
Quality and Reliability Engineering International, 2019, 35 (8), pp.2558-2578. ⟨10.1002/qre.2542⟩
Journal articles hal-02428530v1

A resilience perspective on water transport systems: The case of Eastern Star

Y Wang , Enrico Zio , X Wei , D Zhang , B Wu
International Journal of Disaster Risk Reduction, 2019, 33, pp.343-354. ⟨10.1016/j.ijdrr.2018.10.019⟩
Journal articles hal-02428557v1
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An ensemble of models for integrating dependent sources of information for the prognosis of the remaining useful life of Proton Exchange Membrane Fuel Cells

Dacheng Zhang , Piero Baraldi , Catherine Cadet , Nadia Yousfi-Steiner , Christophe Bérenguer
Mechanical Systems and Signal Processing, 2019, 124, pp.479-501. ⟨10.1016/j.ymssp.2019.01.060⟩
Journal articles hal-02014907v1
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An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards

Yiping Fang , Enrico Zio
European Journal of Operational Research, 2019, 276 (3), pp.1119-1136. ⟨10.1016/j.ejor.2019.01.052⟩
Journal articles hal-02093096v1

A reinforcement learning framework for optimal operation and maintenance of power grids

R. Rocchetta , L. Bellani , M. Compare , Enrico Zio , E. Patelli
Applied Energy, 2019, 241, pp.291-301. ⟨10.1016/j.apenergy.2019.03.027⟩
Journal articles hal-02275029v1

An integrated imputation-prediction scheme for prognostics of battery data with missing observations

R Razavi-Far , S Chakrabarti , Enrico Zio
Expert Systems with Applications, 2019, 115, pp.709-723. ⟨10.1016/j.eswa.2018.08.033⟩
Journal articles hal-02428564v1
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The evolution of system reliability optimization

David Coit , Enrico Zio
Reliability Engineering and System Safety, 2019, 192, pp.106259. ⟨10.1016/j.ress.2018.09.008⟩
Journal articles hal-02428529v1

Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture

Boyuan Yang , Ruonan Liu , Enrico Zio
IEEE Transactions on Industrial Electronics, 2019, 66 (12), pp.9521-9530. ⟨10.1109/TIE.2019.2924605⟩
Journal articles hal-02432604v1

Analysis of configuration data errors in Communication-based Train Control systems

Tongdian Wang , Wei Wang , Enrico Zio , Tao Tang , Datian Zhou
Simulation Modelling Practice and Theory, 2019, 96, pp.101941. ⟨10.1016/j.simpat.2019.101941⟩
Journal articles hal-02432638v1
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A hybrid hourly natural gas demand forecasting method based on the integration of wavelet transform and enhanced Deep-RNN model

Huai Su , Enrico Zio , Jinjun Zhang , Mingjing Xu , Xueyi Li
Energy, 2019, 178, pp.585-597. ⟨10.1016/j.energy.2019.04.167⟩
Journal articles hal-02428545v1
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A modeling and optimization framework for power system design with operational flexibility and resilience against extreme weather events

Adam Abdin , Y.-P. Fang , Enrico Zio
Renewable and Sustainable Energy Reviews, 2019, 112, pp.706-719. ⟨10.1016/j.rser.2019.06.006⟩
Journal articles hal-02428603v1
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Application of reliability technologies in civil aviation: Lessons learnt and perspectives

Enrico Zio , Mengfei Fan , Zhiguo Zeng , Rui Kang
Chinese Journal of Aeronautics, 2019, 32 (1), pp.143-158. ⟨10.1016/j.cja.2018.05.014⟩
Journal articles hal-01989001v1

A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency

Huai Su , Enrico Zio , Jinjun Zhang , Xueyi Li , Lixun Chi
Computers & Chemical Engineering, 2019, 131, pp.106584. ⟨10.1016/j.compchemeng.2019.106584⟩
Journal articles hal-02432548v1

Integration of feature vector selection and support vector machine for classification of imbalanced data

Jie Liu , Enrico Zio
Applied Soft Computing, 2019, 75, pp.702-711
Journal articles hal-01962339v1
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Resilient Critical Infrastructure Planning Under Disruptions Considering Recovery Scheduling

Yiping Fang , Chao Fang , Min Xie , Enrico Zio
IEEE Transactions on Engineering Management, inPress, pp.1-15. ⟨10.1109/TEM.2019.2902916⟩
Journal articles hal-02093116v1

A systematic data-driven Demand Side Management method for smart natural gas supply systems

Huai Su , Enrico Zio , Jinjun Zhang , Lixun Chi , Xueyi Li
Energy Conversion and Management, 2019, 185, pp.368-383. ⟨10.1016/j.enconman.2019.01.114⟩
Journal articles hal-02432402v1

Fatigue crack growth assessment method subject to model uncertainty

Yan-Hui Lin , Ze-Qi Ding , Enrico Zio
Engineering Fracture Mechanics, 2019, 219, pp.106624. ⟨10.1016/j.engfracmech.2019.106624⟩
Journal articles hal-02432684v1

Fatigue strength reliability assessment of turbo-fan blades by Kriging-based distributed collaborative response surface method

Hai-Feng Gao , Anjenq Wang , Enrico Zio , Wei Ma
Ekspolatacja i Niezawodnosc - Maintenance and Reliability, 2019, 21 (3), pp.530-538. ⟨10.17531/ein.2019.3.20⟩
Journal articles hal-02433490v1

Adversarial Risk Analysis to Allocate Optimal Defense Resources for Protecting Cyber–Physical Systems from Cyber Attacks

Wei Wang , Francesco Di Maio , Enrico Zio
Risk Analysis, 2019, 39 (12), pp.2766-2785. ⟨10.1111/risa.13382⟩
Journal articles hal-02433505v1

Probabilistic model data of time-dependent accident scenarios for a mixing tank mechanical system

Alessandro Mancuso , Michele Compare , Ahti Salo , Enrico Zio
Data in Brief, 2019, 25, pp.104243. ⟨10.1016/j.dib.2019.104243⟩
Journal articles hal-02432529v1

An integrated framework for analysing operational events in China nuclear power plants

Yanhua Zou , Wei Wang , Enrico Zio , Li Zhang , Jianjun Jiang
Annals of Nuclear Energy, 2019, 130, pp.192-199. ⟨10.1016/j.anucene.2019.02.042⟩
Journal articles hal-02277929v1

Redundancy allocation problem in a bridge system with dependent subsystems

Kamyar Sabri-Laghaie , Milad Eshkevari , Mahdi Fathi , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2019, 233 (4), pp.658-669. ⟨10.1177/1748006x18814627⟩
Journal articles hal-02537420v1

A new approach for nuclear reactor analysis based on complex network theory

E. Cervi , A. Cammi , Enrico Zio
Progress in Nuclear Energy, 2019, 112, pp.96-106. ⟨10.1016/j.pnucene.2018.12.008⟩
Journal articles hal-02432393v1
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Degradation state mining and identification for railway point machines

Chong Bian , Shunkun Yang , Tingting Huang , Qingyang Xu , Jie Liu
Reliability Engineering and System Safety, 2019, 188, pp.432-443. ⟨10.1016/j.ress.2019.03.044⟩
Journal articles hal-02428541v1

Portfolio optimization of safety measures for the prevention of time-dependent accident scenarios

A. Mancuso , M. Compare , A. Salo , Enrico Zio
Reliability Engineering and System Safety, 2019, 190, pp.106500. ⟨10.1016/j.ress.2019.106500⟩
Journal articles hal-02432458v1

Condition-based probabilistic safety assessment for maintenance decision making regarding a nuclear power plant steam generator undergoing multiple degradation mechanisms

Seyed Mojtaba Hoseyni , Francesco Di Maio , Enrico Zio
Reliability Engineering and System Safety, 2019, 191, pp.106583. ⟨10.1016/j.ress.2019.106583⟩
Journal articles hal-02432537v1

Elastic net multinomial logistic regression for fault diagnostics of on-board aeronautical systems

F. Cannarile , M. Compare , P. Baraldi , G. Diodati , V. Quaranta
Aerospace Science and Technology, 2019, 94, pp.105392. ⟨10.1016/j.ast.2019.105392⟩
Journal articles hal-02432662v1
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A framework for dynamic risk assessment with condition monitoring data and inspection data

Jinduo Xing , Zhiguo Zeng , Enrico Zio
Reliability Engineering and System Safety, 2019, 191, pp.106552. ⟨10.1016/j.ress.2019.106552⟩
Journal articles hal-02428514v1
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Dynamic business continuity assessment using condition monitoring data

Jinduo Xing , Zhiguo Zeng , Enrico Zio
International Journal of Disaster Risk Reduction, 2019, 41, pp.101334. ⟨10.1016/j.ijdrr.2019.101334⟩
Journal articles hal-02428516v1
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Identifying resilient-important elements in interdependent critical infrastructures by sensitivity analysis

Xing Liu , Elisa Ferrario , Enrico Zio
Reliability Engineering and System Safety, 2019, 189, pp.423-434. ⟨10.1016/j.ress.2019.04.017⟩
Journal articles hal-02428532v1

Resilience of Smart Power Grids to False Pricing Attacks in the Social Network

Daogui Tang , Yi-Ping Fang , Enrico Zio , José Emmanuel Ramirez-Marquez
IEEE Access, 2019, 7, pp.80491-80505. ⟨10.1109/ACCESS.2019.2923578⟩
Journal articles hal-02431391v1

Portfolio decision analysis for risk-based maintenance of gas networks

Tommaso Sacco , Michele Compare , Enrico Zio , Giovanni Sansavini
Journal of Loss Prevention in the Process Industries, 2019, 60, pp.269-281. ⟨10.1016/j.jlp.2019.04.002⟩
Journal articles hal-02432724v1
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Ensemble of Models for Fatigue Crack Growth Prognostics

Hoang-Phuong Nguyen , Jie Liu , Enrico Zio
IEEE Access, 2019, 7, pp.49527-49537. ⟨10.1109/ACCESS.2019.2910611⟩
Journal articles hal-02384619v1

Identification of Protective Actions to Reduce the Vulnerability of Safety‐Critical Systems to Malevolent Intentional Acts: An Optimization‐Based Decision‐Making Approach

T. Wang , N. Pedroni , E. Zio , V. Mousseau
Risk Analysis, 2019, 40 (3), pp.565-587. ⟨10.1111/risa.13420⟩
Journal articles hal-03137172v1
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A systematic hybrid method for real-time prediction of system conditions in natural gas pipeline networks

Huai Su , Enrico Zio , Jinjun Zhang , Zhe Yang , Xueyi Li
Journal of Natural Gas Science and Engineering, 2018, 57, pp.31-44. ⟨10.1016/j.jngse.2018.06.033⟩
Journal articles hal-01988963v1
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A novel support vector regression method for online reliability prediction under multi-state varying operating conditions

Tao Tao , Enrico Zio , Wei Zhao
Reliability Engineering and System Safety, 2018, 177, pp.35-49. ⟨10.1016/j.ress.2018.04.027⟩
Journal articles hal-01989036v1
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A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems

Yan-Hui Lin , Yan-Fu Li , Enrico Zio
Reliability Engineering and System Safety, 2018, 174, pp.1 - 11. ⟨10.1016/j.ress.2018.01.008⟩
Journal articles hal-01786573v1

Differential evolution-based multi-objective optimization for the definition of a health indicator for fault diagnostics and prognostics

P. Baraldi , G. Bonfanti , Enrico Zio
Mechanical Systems and Signal Processing, 2018, 102, pp.382 - 400. ⟨10.1016/j.ymssp.2017.09.013⟩
Journal articles hal-01786558v1

A Markov decision process framework for optimal operation of monitored multi-state systems

Michele Compare , Paolo Marelli , Piero Baraldi , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2018, ⟨10.1177/1748006X18757077⟩
Journal articles hal-01786564v1

Modeling an electric power microgrid by model predictive control for analyzing its characteristics from reliability, controllability and topological perspectives

Fangyuan Han , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2018, 232 (2), pp.216 - 224. ⟨10.1177/1748006X17744382⟩
Journal articles hal-01786570v1

System Risk Importance Analysis Using Bayesian Networks

Ali Noroozian , Reza Baradaran Kazemzadeh , Seyed Taghi Akhavan Niaki , Enrico Zio
International Journal of Reliability, Quality and Safety Engineering, 2018, 25 (01), ⟨10.1142/S0218539318500043⟩
Journal articles hal-01786578v1

A power-flow emulator approach for resilience assessment of repairable power grids subject to weather-induced failures and data deficiency

Roberto Rocchetta , Enrico Zio , Edoardo Patelli
Applied Energy, 2018, 210, pp.339 - 350. ⟨10.1016/j.apenergy.2017.10.126⟩
Journal articles hal-01786579v1

Remaining useful life prediction of degrading systems subjected to imperfect maintenance: Application to draught fans

Zhao-Qiang Wang , Chang-Hua Hu , Xiao-Sheng Si , Enrico Zio
Mechanical Systems and Signal Processing, 2018, 100, pp.802 - 813. ⟨10.1016/j.ymssp.2017.08.016⟩
Journal articles hal-01786587v1

A clustering approach for mining reliability big data for asset management

Francesco Cannarile , Michele Compare , Francesco Di Maio , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2018, 232 (2), pp.140 - 150. ⟨10.1177/1748006X17716344⟩
Journal articles hal-01786561v1
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Application of particle filtering for prognostics with measurement uncertainty in nuclear power plants

Gibeom Kim , Hyeonmin Kim , Enrico Zio , Gyunyoung Heo
Nuclear Engineering and Technology, 2018, 50 (8), pp.1314-1323. ⟨10.1016/j.net.2018.08.002⟩
Journal articles hal-01988934v1
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Dynamic-weighted ensemble for fatigue crack degradation state prediction

Hoang-Phuong Nguyen , Jie Liu , Enrico Zio
Engineering Fracture Mechanics, 2018, 194, pp.212-223. ⟨10.1016/j.engfracmech.2018.03.013⟩
Journal articles hal-01988976v1
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Ensembles of climate change models for risk assessment of nuclear power plants

Matteo Vagnoli , Francesco Di Maio , Enrico Zio
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2018, 232 (2), pp.185 - 200. ⟨10.1177/1748006X17734946⟩
Journal articles hal-01786584v1
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Hybrid probabilistic-possibilistic treatment of uncertainty in building energy models : a case study of sizing peak cooling loads

Fazel Khayatian , Maryam Meshkinkiya , Piero Baraldi , Francesco Di Maio , Enrico Zio
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2018, 4 (4), ⟨10.1115/1.4039784⟩
Journal articles hal-02194936v1
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Seismic fragility analysis with artificial neural networks: Application to nuclear power plant equipment

Zhiyi Wang , Nicola Pedroni , Irmela Zentner , Enrico Zio
Engineering Structures, 2018, 162, pp.213-225. ⟨10.1016/j.engstruct.2018.02.024⟩
Journal articles hal-01716961v1
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An improved probabilistic method for screening safety-related human actions in nuclear power plants

Li Zhang , Chunbo Wang , Enrico Zio , Yanhua Zou , Jianjun Jiang
Nuclear Engineering and Design, 2018, 340, pp.415-420. ⟨10.1016/j.nucengdes.2018.10.011⟩
Journal articles hal-01988918v1
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Homogeneous Continuous-Time, Finite-State Hidden Semi-Markov Modeling for Enhancing Empirical Classification System Diagnostics of Industrial Components

Francesco Cannarile , Michele Compare , Piero Baraldi , Francesco Di Maio , Enrico Zio
Machines, 2018, 6 (3), pp.34. ⟨10.3390/machines6030034⟩
Journal articles hal-01988959v1
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Optimal allocation of prognostics and health management capabilities to improve the reliability of a power transmission network

Michele Compare , Luca Bellani , Enrico Zio
Reliability Engineering and System Safety, 2018, 184, pp.164-180. ⟨10.1016/j.ress.2018.04.025⟩
Journal articles hal-01988962v1
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A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis

Sameer Al-Dahidi , Francesco Di Maio , Piero Baraldi , Enrico Zio , Redouane Seraoui
Applied Soft Computing, 2018, 69, pp.213-231. ⟨10.1016/j.asoc.2018.04.044⟩
Journal articles hal-01988977v1

Prognostics of a multistack PEMFC system with multiagent modeling

Jie Liu , Enrico Zio
Energy Science & Engineering, 2018
Journal articles hal-01989177v1
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Aliasing signal separation of superimposed abrasive debris based on degenerate unmixing estimation technique

Tongyang Li , Shaoping Wang , Enrico Zio , Jian Shi , Wei Hong
Sensors, 2018, 18 (3), ⟨10.3390/s18030866⟩
Journal articles hal-01786572v1
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A systematic framework of vulnerability analysis of a natural gas pipeline network

Huai Su , Enrico Zio , Jinjun Zhang , Xueyi Li
Reliability Engineering and System Safety, 2018, 175, pp.79 - 91. ⟨10.1016/j.ress.2018.03.006⟩
Journal articles hal-01786581v1

Scenario Analysis for the Safety Assessment of Nuclear Waste Repositories: A Critical Review

Edoardo Tosoni , Ahti Salo , Enrico Zio
Risk Analysis, 2018, 38 (4), pp.755 - 776. ⟨10.1111/risa.12889⟩
Journal articles hal-01786582v1
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Reinforcement learning-based flow management of gas turbine parts under stochastic failures

Michele Compare , Luca Bellani , Enrico Cobelli , Enrico Zio
International Journal of Advanced Manufacturing Technology, 2018, 99 (9-12), pp.2981-2992. ⟨10.1007/s00170-018-2690-6⟩
Journal articles hal-01988932v1
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A Bayesian framework for estimating fragility curves based on seismic damage data and numerical simulations by adaptive neural networks

Zhiyi Wang , Irmela Zentner , Enrico Zio
Nuclear Engineering and Design, 2018, 338, pp.232-246. ⟨10.1016/j.nucengdes.2018.08.016⟩
Journal articles hal-01988948v1
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Reliability assessment of phased-mission systems under random shocks

Xiang-Yu Li , Yan-Feng Li , Hong-Zhong Huang , Enrico Zio
Reliability Engineering and System Safety, 2018, 180, pp.352-361. ⟨10.1016/j.ress.2018.08.002⟩
Journal articles hal-01988937v1

A data mining framework within the Chinese NPPs operating experience feedback system for identifying intrinsic correlations among human factors

Yanhua Zou , Zhi Xiao , Li Zhang , Enrico Zio , Jianqiao Jia
Annals of Nuclear Energy, 2018, 116, pp.163 - 170. ⟨10.1016/j.anucene.2018.02.038⟩
Journal articles hal-01786589v1
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Hybrid fuzzy-PID control of a nuclear Cyber-Physical System working under varying environmental conditions

Wei Wang , Francesco Di Maio , Enrico Zio
Nuclear Engineering and Design, 2018, 331, pp.54 - 67. ⟨10.1016/j.nucengdes.2018.02.035⟩
Journal articles hal-01786586v1