Reliability Engineering & System Safety

Article	Citations
Multi-scale deep intra-class transfer learning for bearing fault diagnosis	163
Machine learning for reliability engineering and safety applications: Review of current status and future opportunities	139
A dual-LSTM framework combining change point detection and remaining useful life prediction	136
Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice	131
An improved similarity-based prognostic algorithm for RUL estimation using an RNN autoencoder scheme	130
Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning	127
Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience	127
Review of studies on the resilience of urban critical infrastructure networks	122
Incorporation of human factors into maritime accident analysis using a data-driven Bayesian network	121
Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks	118
Failure mode and effect analysis improvement: A systematic literature review and future research agenda	109
Remaining useful lifetime prediction via deep domain adaptation	108
Accident Prediction Accuracy Assessment for Highway-Rail Grade Crossings Using Random Forest Algorithm Compared with Decision Tree	107
A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings	107
Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry	107
Risk assessment of the operations of maritime autonomous surface ships	101
Managing engineering systems with large state and action spaces through deep reinforcement learning	99
A system active learning Kriging method for system reliability-based design optimization with a multiple response model	98
Safety II professionals: How resilience engineering can transform safety practice	98
Predictive maintenance of systems subject to hard failure based on proportional hazards model	98
A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions	97
Prediction of remaining useful life based on bidirectional gated recurrent unit with temporal self-attention mechanism	96
The evolution of system reliability optimization	90
Fault diagnosis based on extremely randomized trees in wireless sensor networks	89
Maintenance optimization and inspection planning of wind energy assets: Models, methods and strategies	88

Modeling and analysis of cascading node-link failures in multi-sink wireless sensor networks	86
Integrating safety and security resources to protect chemical industrial parks from man-made domino effects: A dynamic graph approach	86
Prediction of pipe failures in water supply networks using logistic regression and support vector classification	86
Towards supervisory risk control of autonomous ships	84
Resilience analysis of maritime transportation systems based on importance measures	82
Multicellular LSTM-based deep learning model for aero-engine remaining useful life prediction	79
Copula-based reliability analysis of degrading systems with dependent failures	79
Remaining useful life estimation of Lithium-ion battery based on interacting multiple model particle filter and support vector regression	78
Random forests for global sensitivity analysis: A selective review	78
Remaining useful life prediction and predictive maintenance strategies for multi-state manufacturing systems considering functional dependence	76
Modeling and assessing interdependencies between critical infrastructures using Bayesian network: A case study of inland waterway port and surrounding supply chain network	72
Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions	71
An analysis of factors affecting the severity of marine accidents	71
Modelling and estimation of system reliability under dynamic operating environments and lifetime ordering constraints	70
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction	69
Reliability analysis with stratified importance sampling based on adaptive Kriging	69
Prognostics and health management: A review from the perspectives of design, development and decision	69
Selective maintenance optimization for multi-state systems considering stochastically dependent components and stochastic imperfect maintenance actions	68
Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data	68
Remaining Useful Life Prediction of Lithium-ion Batteries Based on Wiener Process Under Time-Varying Temperature Condition	68
Probabilistic decision-support framework for community resilience: Incorporating multi-hazards, infrastructure interdependencies, and resilience goals in a Bayesian network	67
Life prediction of lithium-ion batteries based on stacked denoising autoencoders	67
Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework	66
Bayesian network modeling of accident investigation reports for aviation safety assessment	66
Human-system concurrent task analysis for maritime autonomous surface ship operation and safety	65
Forest fire induced Natech risk assessment: A survey of geospatial technologies	63
Multi-state balanced systems in a shock environment	63
A generalized remaining useful life prediction method for complex systems based on composite health indicator	63
Fusing physics-based and deep learning models for prognostics	63
Time-dependent reliability-based optimization for structural-topological configuration design under convex-bounded uncertain modeling	63
Joint optimization of condition-based and age-based replacement policy and inventory policy for a two-unit series system	62
Bayesian Network Modelling for the Wind Energy Industry: An Overview	62
Remaining useful life estimation using deep metric transfer learning for kernel regression	61
Remaining useful life prediction based on a multi-sensor data fusion model	61
Condition-based maintenance optimization for multi-component systems subject to a system reliability requirement	60
Resilience evaluation methodology of engineering systems with dynamic-Bayesian-network-based degradation and maintenance	59
Out-of-distribution detection-assisted trustworthy machinery fault diagnosis approach with uncertainty-aware deep ensembles	59
Health status assessment and remaining useful life prediction of aero-engine based on BiGRU and MMoE	59
Assessment of failure rates and reliability of floating offshore wind turbines	59
Analysis of the cascading failure for scale-free networks based on a multi-strategy evolutionary game	59
A predictive analytics method for maritime traffic flow complexity estimation in inland waterways	58
Multi-objective optimization for limiting tunnel-induced damages considering uncertainties	58
Aircraft engine remaining useful life estimation via a double attention-based data-driven architecture	58
Intelligent fault identification of hydraulic pump using deep adaptive normalized CNN and synchrosqueezed wavelet transform	57
An AIS-based deep learning framework for regional ship behavior prediction	57
An adaptive remaining useful life prediction approach for single battery with unlabeled small sample data and parameter uncertainty	57
A systemic hazard analysis and management process for the concept design phase of an autonomous vessel	57
Spatial patterns and characteristics of global maritime accidents	57
Reliability analysis and condition-based maintenance optimization for a warm standby cooling system	56
Vulnerability of bridges to individual and multiple hazards- floods and earthquakes	56

Bayesian Stochastic Petri Nets (BSPN) - A new modelling tool for dynamic safety and reliability analysis	56
Dynamic mission abort policy for systems operating in a controllable environment with self-healing mechanism	56
Joint optimization of preventive maintenance and production scheduling for multi-state production systems based on reinforcement learning	56
Network approach for resilience evaluation of a UAV swarm by considering communication limits	56
Historical data-driven risk assessment of railway dangerous goods transportation system: Comparisons between Entropy Weight Method and Scatter Degree Method	55
Adaptive Bayesian support vector regression model for structural reliability analysis	55
Degradation modeling and remaining useful life prediction for dependent competing failure processes	55
Machine learning-based methods in structural reliability analysis: A review	55
Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings	55
Bayesian network model for buried gas pipeline failure analysis caused by corrosion and external interference	55
A systematic methodology for Prognostic and Health Management system architecture definition	54
Prediction of remaining useful life of multi-stage aero-engine based on clustering and LSTM fusion	54
Deep reinforcement learning for condition-based maintenance planning of multi-component systems under dependent competing risks	54
Resilience assessment of safety system at subway construction sites applying analytic network process and extension cloud models	54
Quasi-Monte Carlo based uncertainty analysis: Sampling efficiency and error estimation in engineering applications	53
Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis	53
A novel learning function based on Kriging for reliability analysis	53
An integrated dynamic ship risk model based on Bayesian Networks and Evidential Reasoning	53
Probabilistic approach for characterising the static risk of ships using Bayesian networks	53
Blockchain-based decentralized federated transfer learning methodology for collaborative machinery fault diagnosis	52
A simple yet robust resilience assessment metrics	52
2MNet: Multi-sensor and multi-scale model toward accurate fault diagnosis of rolling bearing	51
Consensus and opinion evolution-based failure mode and effect analysis approach for reliability management in social network and uncertainty contexts	51
Realising advanced risk assessment of vessel traffic flows near offshore wind farms	51
Infrastructure resilience curves: Performance measures and summary metrics	51
Protection-interdiction-restoration: Tri-level optimization for enhancing interdependent network resilience	51
System reliability-redundancy optimization with cold-standby strategy by an enhanced nest cuckoo optimization algorithm	51
Novel model for risk identification during karst excavation	51
System reliability analysis by combining structure function and active learning kriging model	50
Review of techniques and challenges of human and organizational factors analysis in maritime transportation	50
Surrogate model uncertainty quantification for reliability-based design optimization	50
Anomaly detection and diagnosis for wind turbines using long short-term memory-based stacked denoising autoencoders and XGBoost	50
Reliability and maintenance for performance-balanced systems operating in a shock environment	50
An empirical ship domain based on evasive maneuver and perceived collision risk	49
Optimal inspection and maintenance for a repairable k-out-of-n: G warm standby system	49
A quantitative approach for assessment and improvement of network resilience	49
Support vector regression based metamodel by sequential adaptive sampling for reliability analysis of structures	49
The Impact of Autonomous Ships on Safety at Sea – A Statistical Analysis	48
Reliability analysis and design optimization of nonlinear structures	48
A hybrid approach based on decomposition algorithm and neural network for remaining useful life prediction of lithium-ion battery	48
Evaluation of urban bus service reliability on variable time horizons using a hybrid deep learning method	47
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints	47
Transfer learning for remaining useful life prediction based on consensus self-organizing models	47
Vulnerability assessment of atmospheric storage tanks to floods based on logistic regression	47
Searching for the origins of the myth: 80% human error impact on maritime safety	46
Quantitative analysis for resilience-based urban rail systems: A hybrid knowledge-based and data-driven approach	46
Improved cross entropy-based importance sampling with a flexible mixture model	46
Improvement in the computational efficiency of a technique for assessing the reliability of electric power systems based on the Monte Carlo method	46
Quantitative resilience assessment of chemical process systems using functional resonance analysis method and Dynamic Bayesian network	46
Deep residual LSTM with domain-invariance for remaining useful life prediction across domains	45
Enhancing resilience of interdependent traffic-electric power system	45
Multi-objective optimization of reliability-redundancy allocation problem for multi-type production systems considering redundancy strategies	45
Non-parametric simulation of non-stationary non-gaussian 3D random field samples directly from sparse measurements using signal decomposition and Markov Chain Monte Carlo (MCMC) simulation	45
Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries	45
A machine learning method for the evaluation of ship grounding risk in real operational conditions	45
Recovery-based seismic resilience enhancement strategies of water distribution networks	45
An integrated assessment of safety and efficiency of aircraft maintenance strategies using agent-based modelling and stochastic Petri nets	45
Fault prediction of bearings based on LSTM and statistical process analysis	45
Network topological approach to modeling accident causations and characteristics: Analysis of railway incidents in Japan	44
Jointly optimizing lot sizing and maintenance policy for a production system with two failure modes	44
HuREX – A framework of HRA data collection from simulators in nuclear power plants	44
Reliability analysis of detecting false alarms that employ neural networks: A real case study on wind turbines	44
The role of transportation infrastructure on the impact of natural hazards on communities	43
Multi-variate and single-variable flood fragility and loss approaches for buildings	43
Bayesian Network modelling for safety management of electric vehicles transported in RoPax ships	43
Estimation and improvement of transportation network robustness by exploiting communities	43
Spatial correlation analysis of near ship collision hotspots with local maritime traffic characteristics	43
Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance	43
An integrated socio-technical approach for post-earthquake recovery of interdependent healthcare system	43
Joint optimization of production, quality control and maintenance for serial-parallel multistage production systems	42
Reliability assessment of multi-state phased mission systems with common bus performance sharing considering transmission loss and performance storage	42
Machine learning based water pipe failure prediction: The effects of engineering, geology, climate and socio-economic factors	42
Time-variant reliability analysis for industrial robot RV reducer under multiple failure modes using Kriging model	42
Fragility and risk assessment of aboveground storage tanks subjected to concurrent surge, wave, and wind loads	42
Application of adaptive surrogate models in time-variant fatigue reliability assessment of welded joints with surface cracks	42
Application of the HFACS-PV approach for identification of human and organizational factors (HOFs) influencing marine accidents	42
Systems Approach to Creating Test Scenarios for Automated Driving Systems	42
Reliability and importance analysis of uncertain system with common cause failures based on survival signature	42
A concept of critical safety area applicable for an obstacle-avoidance process for manned and autonomous ships	42
A novel risk evaluation method for fire and explosion accidents in oil depots using bow-tie analysis and risk matrix analysis method based on cloud model theory	41

Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: Application to urban drainage simulation	41
Robustness assessment of multimodal freight transport networks	41
A knowledge graph-based approach for exploring railway operational accidents	41
Federated multi-source domain adversarial adaptation framework for machinery fault diagnosis with data privacy	40
Geometrical risk evaluation of the collisions between ships and offshore installations using rule-based Bayesian reasoning	40
Inspection interval optimization for a k-out-of-n load sharing system under a hybrid mixed redundancy strategy	40
Evaluation of patient safety culture using a random forest algorithm	39
Railway dangerous goods transportation system risk analysis: An Interpretive Structural Modeling and Bayesian Network combining approach	39
Mathematical modeling of interdependent infrastructure: An object-oriented approach for generalized network-system analysis	39
Dual adversarial network for cross-domain open set fault diagnosis	39
A resilience measure for supply chain systems considering the interruption with the cyber-physical systems	39
A novel boundary swarm optimization method for reliability redundancy allocation problems	39
A modified quality loss model of service life prediction for products via wear regularity	39
Exponentiated additive Weibull distribution	39
Modeling Time-varying Reliability and Resilience of Deteriorating Infrastructure	39
Optimal mission abort policy for k-out-of-n: F balanced systems	38
Remaining Useful Life Prediction and Optimal Maintenance Time Determination for a Single Unit Using Isotonic Regression and Gamma Process Model	38
Optimization of on-condition thresholds for a system of degrading components with competing dependent failure processes	38
The vulnerability of communities in complex networks: An entropy approach	38
Optimal bivariate mission abort policy for systems operate in random shock environment	38
Selective maintenance strategy for systems executing multiple consecutive missions with uncertainty	38
Active sparse polynomial chaos expansion for system reliability analysis	38
Importance of human reliability in process operation: A critical analysis	38
A Monte-Carlo Markov chain approach for coverage-area reliability of mobile wireless sensor networks with multistate nodes	38
A variational local weighted deep sub-domain adaptation network for remaining useful life prediction facing cross-domain condition	37
On the application of Human Reliability Analysis in healthcare: Opportunities and challenges	37
A new resilience-based component importance measure for multi-state networks	37
BN-SLIM: A Bayesian Network methodology for human reliability assessment based on Success Likelihood Index Method (SLIM)	37
Remaining useful life prediction for multi-phase deteriorating process based on Wiener process	37
A novel generalized analytical reliability assessment method of smart grids including renewable and non-renewable distributed generations and plug-in hybrid electric vehicles	37
Comparing with the joint importance under consideration of consecutive-k-out-of-n system structure changes	37
State-space modeling and novel entropy-based health indicator for dynamic degradation monitoring of rolling element bearing	37
An evidential network-based hierarchical method for system reliability analysis with common cause failures and mixed uncertainties	37
Analysis and measurement of multifactor risk in underground coal mine accidents based on coupling theory	36
A prognostic driven predictive maintenance framework based on Bayesian deep learning	36
A comprehensive framework for vulnerability analysis of extraordinary events in power systems	36
Optimization of an aperiodic sequential inspection and condition-based maintenance policy driven by value of information	36
Condition-based maintenance with dynamic thresholds for a system using the proportional hazards model	36
Optimization of maintenance strategies for railway track-bed considering probabilistic degradation models and different reliability levels	36
Sustainable manufacturing, maintenance policies, prognostics and health management: A literature review	36
A new cumulative shock model with damage and inter-arrival time dependency	36
Capacity estimation of batteries: Influence of training dataset size and diversity on data driven prognostic models	36
Optimal design of a linear sliding window system with consideration of performance sharing	36
Uncertainty propagation in risk and resilience analysis of hierarchical systems	36
Life cycle cost analysis considering multiple dependent degradation processes and environmental influence	36
Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions	35
Dynamic vulnerability assessment of process plants with respect to vapor cloud explosions	35
Resiliency-based restoration optimization for dependent network systems against cascading failures	35
A hybrid adaptive Kriging-based single loop approach for complex reliability-based design optimization problems	35
Remaining useful life prediction for degradation with recovery phenomenon based on uncertain process	35
Optimal maintenance strategies for warranty products with limited repair time and limited repair number	35
Risk-based maintenance planning of offshore wind turbine farms	35
Assessment of safety barrier performance in Natech scenarios	35
A hybrid algorithm for developing third generation HRA methods using simulator data, causal models, and cognitive science	35
Dynamic opportunistic maintenance planning for multi-component redundant systems with various types of opportunities	35
Integrated imperfect multimission selective maintenance and repairpersons assignment problem	35
System reliability analysis based on dependent Kriging predictions and parallel learning strategy	35
EEK-SYS: System reliability analysis through estimation error-guided adaptive Kriging approximation of multiple limit state surfaces	35
An improved model for dependent competing risks considering continuous degradation and random shocks	35
Multi-sensor gearbox fault diagnosis by using feature-fusion covariance matrix and multi-Riemannian kernel ridge regression	35
Mission abort policy optimization for series systems with overlapping primary and rescue subsystems operating in a random environment	35
Randomized quasi-Monte Carlo methods in global sensitivity analysis	34
A risk science perspective on the discussion concerning Safety I, Safety II and Safety III	34
Predictive group maintenance for multi-system multi-component networks	34
Post-earthquake resilience assessment and long-term restoration prioritization of transportation network	34
Analysis of multivariate dependent accelerated degradation data using a random-effect general Wiener process and D-vine Copula	34
Risk assessment of uncertain random system—Level-1 and level-2 joint propagation of uncertainty and probability in fault tree analysis	34
A Markov chains prognostics framework for complex degradation processes	34
Deep reinforcement learning-based sampling method for structural reliability assessment	34
A Markov reward process-based framework for resilience analysis of multistate energy systems under the threat of extreme events	34
A ship domain-based model of collision risk for near-miss detection and Collision Alert Systems	34
Expert judgments for performance shaping Factors’ multiplier design in human reliability analysis	34
Time-varied accessibility and vulnerability analysis of integrated metro and high-speed rail systems	34
Reliability modeling for a two-phase degradation system with a change point based on a Wiener process	34
Functional risk-oriented health prognosis approach for intelligent manufacturing systems	34
A Hierarchical Resilience Enhancement Framework for Interdependent Critical Infrastructures	33
Time-variant system reliability analysis method for a small failure probability problem	33
Optimal stopping problems for mission oriented systems considering time redundancy	33
Age-based preventive maintenance for coherent systems with applications to consecutive-k-out-of-n and related systems	33
Opportunistic maintenance policy integrating leasing profit and capacity balancing for serial-parallel leased systems	33
Towards Efficient Robust Optimization using Data based Optimal Segmentation of Uncertain Space	33
Optimal condition-based preventive maintenance policy for balanced systems	33
A taxonomy of railway track maintenance planning and scheduling: A review and research trends	33
Resilience-oriented optimal post-disruption reconfiguration for coupled traffic-power systems	33
A multicriteria outranking approach for ship collision risk assessment	32
Optimal mission abort policies for multistate systems	32
Integrated production planning and preventive maintenance scheduling for synchronized parallel machines	32
Impact of transmission tower-line interaction to the bulk power system during hurricane	32
A deep learning predictive model for selective maintenance optimization	32
Monte Carlo simulation using support vector machine and kernel density for failure probability estimation	32
A framework for quantitative analysis of the causation of grounding accidents in arctic shipping	32
Reliability analysis of IoT systems with competitions from cascading probabilistic function dependence	32
An integrated reliability approach with improved importance sampling for low-cycle fatigue damage prediction of turbine disks	32
A multinomial process tree for reliability assessment of machinery in autonomous ships	32
Maintenance optimisation of multicomponent systems using hierarchical coordinated reinforcement learning	32
Fast and accurate prediction of failure pressure of oil and gas defective pipelines using the deep learning model	32
Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics and a limited stock of spare components	32
Asymmetric inter-intra domain alignments (AIIDA) method for intelligent fault diagnosis of rotating machinery	32
Optimizing the resilience of interdependent infrastructures to regional natural hazards with combined improvement measures	32
A machine learning approach to circumventing the curse of dimensionality in discontinuous time series machine data	31
A data-driven roadmap for creep-fatigue reliability assessment and its implementation in low-pressure turbine disk at elevated temperatures	31
Towards a probabilistic model for estimation of grounding accidents in fluctuating backwater zone of the Three Gorges Reservoir	31
A new Markov-based model for reliability optimization problems with mixed redundancy strategy	31
AKSE: A novel adaptive Kriging method combining sampling region scheme and error-based stopping criterion for structural reliability analysis	31
A multi-layer spiking neural network-based approach to bearing fault diagnosis	31
Adaptive subset searching-based deep neural network method for structural reliability analysis	31
Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis	31
Redundancy allocation in series-parallel systems under warm standby and active components in repairable subsystems	31
Damage modeling framework for resilience hardening strategy for overhead power distribution systems	31
Corrosion risk assessment using adaptive bow-tie (ABT) analysis	31
A nonlinear-drift-driven Wiener process model for remaining useful life estimation considering three sources of variability	31
Dynamic maintenance strategy with iteratively updated group information	31
A novel approach for domino effects modeling and risk analysis based on synergistic effect and accident evidence	31
Optimal design of simple step-stress accelerated life tests for one-shot devices under Weibull distributions	31
The effect of nonconformities encountered in the use of technology on the occurrence of collision, contact and grounding accidents	31
A hybrid Gaussian process model for system reliability analysis	31
The value of meteorological data in marine risk assessment	31
Redundancy allocation problem of phased-mission system with non-exponential components and mixed redundancy strategy	31
An adaptive and generalized Wiener process model with a recursive filtering algorithm for remaining useful life estimation	31
Dynamic risk assessment model of buried gas pipelines based on system dynamics	31
Optimal maintenance policy considering imperfect repairs and non-constant probabilities of inspection errors	31
An improved failure mode and effect analysis method for multi-criteria group decision-making in green logistics risk assessment	31
A slim integrated with empirical study and network analysis for human error assessment in the railway driving process	30
Dynamic risk analysis of marine and offshore systems suffering microbial induced stochastic degradation	30
A Bayesian Inference for Remaining Useful Life Estimation by Fusing Accelerated Degradation Data and Condition Monitoring Data	30
Definitions of generalized multi-performance weighted multi-state K¯-out-of-n system and its reliability evaluations	30
Reliability analysis of the main drive system of a CNC machine tool including early failures	30
Reliability modelling for multi-component systems subject to stochastic deterioration and generalized cumulative shock damages	30
A Two-Level Kriging-Based Approach with Active Learning for Solving Time-Variant Risk Optimization Problems	30
Multi-disruption resilience assessment of rail transit systems with optimized commuter flows	30
Quantification of the resilience of integrated energy systems using dynamic simulation	30
A novel approach for reliability assessment of residual heat removal system for HPR1000 based on failure mode and effect analysis, fault tree analysis, and fuzzy Bayesian network methods	30
Quantitative assessment of leakage orifices within gas pipelines using a Bayesian network	30
A single-loop Kriging coupled with subset simulation for time-dependent reliability analysis	30
Sequential imperfect preventive maintenance model with failure intensity reduction with an application to urban buses	30
Redundancy versus protection for a non-reparable phased-mission system subject to external impacts	30
Method of power network critical nodes identification and robustness enhancement based on a cooperative framework	30
Spare parts inventory control based on maintenance planning	30
A game-theoretic approach to modeling attacks and defenses of smart grids at three levels	30
Modeling and evaluation method for resilience analysis of multi-state networks	30
Offshore system safety and reliability considering microbial influenced multiple failure modes and their interdependencies	30
A systematic method for the optimization of gas supply reliability in natural gas pipeline network based on Bayesian networks and deep reinforcement learning	30
Prognostics for lithium-ion batteries using a two-phase gamma degradation process model	30
A global surrogate model technique based on principal component analysis and Kriging for uncertainty propagation of dynamic systems	29
Variational encoding approach for interpretable assessment of remaining useful life estimation	29

Joint decision-making of parallel machine scheduling restricted in job-machine release time and preventive maintenance with remaining useful life constraints	29
Reliability-based design optimization of adaptive sliding base isolation system for improving seismic performance of structures	29
Optimal preventive maintenance policy for a system subject to two-phase imperfect inspections	29
Reliability-based design optimization of a spar-type floating offshore wind turbine support structure	29
A Review of Risk Analysis Research for the Operations of Autonomous Underwater Vehicles	29
A KPCA-BRANN based data-driven approach to model corrosion degradation of subsea oil pipelines	29
A data-based comparison of BN-HRA models in assessing human error probability: An offshore evacuation case study	29
A Graph-based Method for Vulnerability Analysis of Renewable Energy integrated Power Systems to Cascading Failures	29
A Bayesian network methodology for optimal security management of critical infrastructures	29
A probabilistic risk approach for the collision detection of multi-ships under spatiotemporal movement uncertainty	29
Reliability analysis using adaptive Polynomial-Chaos Kriging and probability density evolution method	29
A novel method for the risk assessment of human evacuation from cruise ships in maritime transportation	29
Optimal preventive maintenance policy of the balanced system under the semi-Markov model	29
FGDAE: A new machinery anomaly detection method towards complex operating conditions	29
Joint optimization of mission abort and component switching policies for multistate warm standby systems	29
An RCM approach for assessing reliability challenges and maintenance needs of unmanned cargo ships	28
Global contextual residual convolutional neural networks for motor fault diagnosis under variable-speed conditions	28
Pattern identification and risk prediction of domino effect based on data mining methods for accidents occurred in the tank farm	28
A review of risk-based decision-making models for microbiologically influenced corrosion (MIC) in offshore pipelines	28
Reliability evaluation of demand-based warm standby systems with capacity storage	28
Effects of digitalization of nuclear power plant control rooms on human reliability analysis – A review	28
A risk model of passenger ship fire safety and its application	28
Component mixing with a cold standby strategy for the redundancy allocation problem	28
Fault monitoring and remaining useful life prediction framework for multiple fault modes in prognostics	28
A new approach to determine maintenance periods of the most critical hydroelectric power plant equipment	28
An Integrated Quantitative Risk Assessment Method for Urban Underground Utility Tunnels	28
Joint Optimization of Condition-Based Maintenance and Spare Parts Orders for Multi-Unit Systems with Dual Sourcing	28
Mission reliability modeling of UAV swarm and its structure optimization based on importance measure	28
Reliability modeling methods for load-sharing k-out-of-n system subject to discrete external load	28
Analysis of Cybersecurity-related Incidents in the Process Industry	28
Resilience model and recovery strategy of transportation network based on travel OD-grid analysis	28
Joint production control and maintenance policy for a serial system with quality deterioration and stochastic demand	28
A reliability evaluation model of rolling bearings based on WKN-BiGRU and Wiener process	28
Deep reinforcement learning for predictive aircraft maintenance using probabilistic Remaining-Useful-Life prognostics	28
Agent-based model on resilience-oriented rapid responses of road networks under seismic hazard	28
Lifecycle operational resilience assessment of urban water distribution networks	28
Probability Analysis of Construction Risk based on Noisy-or Gate Bayesian Networks	27
Bayesian network-based seismic damage estimation for power and potable water supply systems	27
Uncertainty quantification for Multiphase-CFD simulations of bubbly flows: a machine learning-based Bayesian approach supported by high-resolution experiments	27
Reliability design and optimization of the planetary gear by a GA based on the DEM and Kriging model	27
Quality, requisite imagination and resilience: Managing risk and uncertainty in construction	27
Reliability index function approximation based on adaptive double-loop Kriging for reliability-based design optimization	27
Agent-based model and simulation of mitigated domino scenarios in chemical tank farms	27
Data-driven accident consequence assessment on urban gas pipeline network based on machine learning	27
Efficient dimension reduction and surrogate-based sensitivity analysis for expensive models with high-dimensional outputs	27
Solving time-variant reliability-based design optimization by PSO-t-IRS: A methodology incorporating a particle swarm optimization algorithm and an enhanced instantaneous response surface	27
A framework for dynamic risk assessment with condition monitoring data and inspection data	27
An extended object-oriented petri net model for mission reliability evaluation of phased-mission system with time redundancy	27
Using Bayesian network-based TOPSIS to aid dynamic port state control detention risk control decision	27
A Bayesian network for reliability assessment of man-machine phased-mission system considering the phase dependencies of human cognitive error	27
Maritime traffic probabilistic prediction based on ship motion pattern extraction	27
Data-driven Bayesian network for risk analysis of global maritime accidents	27
Modeling network vulnerability of urban rail transit under cascading failures: A Coupled Map Lattices approach	27
Multivariate stacked bidirectional long short term memory for lithium-ion battery health management	27
An improved bounding algorithm for approximating multistate network reliability based on state-space decomposition method	27
Reliability analysis for a system experiencing dependent degradation processes and random shocks based on a nonlinear Wiener process model	27
An MP-based approximation algorithm on reliability evaluation of multistate flow networks	27
Prediction of water main failures with the spatial clustering of breaks	27
Reliability estimation from lifetime testing data and degradation testing data with measurement error based on evidential variable and Wiener process	27
An adaptive prediction approach for rolling bearing remaining useful life based on multistage model with three-source variability	27
Risk analysis of an underground gas storage facility using a physics-based system performance model and Monte Carlo simulation	27
Remaining useful life prediction of bearings under different working conditions using a deep feature disentanglement based transfer learning method	27
Temporal convolution-based transferable cross-domain adaptation approach for remaining useful life estimation under variable failure behaviors	27
Mixed shock model for multi-state weighted k-out-of-n: F systems with degraded resistance against shocks	26
Globalization and global risk: How risk analysis needs to be enhanced to be effective in confronting current threats	26
Determining the error producing conditions in marine engineering maintenance and operations through HFACS-MMO	26
A condition-based maintenance policy for continuously monitored multi-component systems with economic and stochastic dependence	26
An integrated gas supply reliability evaluation method of the large-scale and complex natural gas pipeline network based on demand-side analysis	26
Controlling the accuracy and uncertainty trade-off in RUL prediction with a surrogate Wiener propagation model	26
Optimal extended warranty length with limited number of repairs in the warranty period	26
Accurate reliability inference based on Wiener process with random effects for degradation data	26
Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions	26
Deep Neural Network-based Optimization Framework for Safety Evacuation Route during Toxic Gas Leak Incidents	26
Risk coupling analysis of subsea blowout accidents based on dynamic Bayesian network and NK model	26
Importance measure-based phased mission reliability and UAV number optimization for swarm	26
Operational reliability evaluation and prediction of rolling bearing based on isometric mapping and NoCuSa-LSSVM	26
Finite-horizon semi-Markov game for time-sensitive attack response and probabilistic risk assessment in nuclear power plants	26
Joint condition-based maintenance and condition-based production optimization	26
Incorporation of deficiency data into the analysis of the dependency and interdependency among the risk factors influencing port state control inspection	26
A deep learning approach for imbalanced crash data in predicting highway-rail grade crossings accidents	26
Group maintenance optimization of subsea Xmas trees with stochastic dependency	26
Combined automotive safety and security pattern engineering approach	26
Resilient critical infrastructure: Bayesian network analysis and contract-Based optimization	26
On confidence intervals for failure probability estimates in Kriging-based reliability analysis	26
An Efficient Method for Time-Variant Reliability including Finite Element Analysis	26
Performance analysis and availability optimization to improve maintenance schedule for the turbo-generator subsystem of a thermal power plant using particle swarm optimization	26
Joint optimization of multi-window maintenance and spare part provisioning policies for production systems	26
Modernizing risk assessment: A systematic integration of PRA and PHM techniques	26
Variance-based sensitivity analysis for time-dependent processes	26
A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines	26
Data driven approach to risk management and decision support for dynamic positioning systems	26
Mobility-aware load Balancing for Reliable Self-Organization Networks: Multi-agent Deep Reinforcement Learning	26
Multi-unit nuclear power plant probabilistic risk assessment: A comprehensive survey	25
Efficient reliability analysis of dynamic k-out-of-n heterogeneous phased-mission systems	25
Identifying and assessing power system vulnerabilities to transmission asset outages via cascading failure analysis	25
Applying game theory for securing oil and gas pipelines against terrorism	25
Two-stage vibration-suppression framework for optimal robust placements design and reliable PID gains design via set-crossing theory and artificial neural network	25
Resilience assessment of regional areas against earthquakes using multi-source information fusion	25
Decision making under uncertainty for design of resilient engineered systems	25
Joint optimization of opportunistic maintenance and production scheduling considering batch production mode and varying operational conditions	25
Securing of Unmanned Aerial Systems (UAS) against security threats using human immune system	25
Reliability analysis of a multi-component machining system with service interruption, imperfect coverage, and reboot	25
Optimal preventive maintenance for repairable weighted k-out-of-n systems	25
A generalized petri net-based modeling framework for service reliability evaluation and management of cloud data centers	25
An integrated multi-head dual sparse self-attention network for remaining useful life prediction	25
An efficient and robust Kriging-based method for system reliability analysis	25
Data-driven safety enhancing strategies for risk networks in construction engineering	25
Modeling and vulnerability analysis of interdependent railway and power networks: Application to British test systems	25
State-based mission abort policies for multistate systems	25
Alarm-based predictive maintenance scheduling for aircraft engines with imperfect Remaining Useful Life prognostics	25
Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems	25
Optimization and estimation in system reliability allocation problem	25
Resilience estimation of critical infrastructure systems: Application of expert judgment	25
An adaptive predictive maintenance model for repairable deteriorating systems using inverse Gaussian degradation process	25
Opportunistic maintenance for two-component series systems subject to dependent degradation and shock	25
Bayesian network-based human error reliability assessment of derailments	25
Series of semi-Markov processes to model infrastructure resilience under multihazards	25
The effects of extreme winds on atmospheric storage tanks	25
Robustness of urban railway networks against the cascading failures induced by the fluctuation of passenger flow	25
A two-stage black-spot identification model for inland waterway transportation	25
Assessment of risk modification due to safety barrier performance degradation in Natech events	25
Guided simulation for dynamic probabilistic risk assessment of complex systems: Concept, method, and application	25
A sparse domain adaption network for remaining useful life prediction of rolling bearings under different working conditions	25
Reliability analysis of systems considering clusters of dependent degrading components	25
Assessment of tunnel face stability subjected to an adjacent tunnel	24
Mimicking nature for resilient resource and infrastructure network design	24
Analysis and prediction of diaphragm wall deflection induced by deep braced excavations using finite element method and artificial neural network optimized by metaheuristic algorithms	24
Dynamic risk assessment with bayesian network and clustering analysis	24
Analysis of the reliability of a starter-generator using a dynamic Bayesian network	24
A novel vulnerability model considering synergistic effect of fire and overpressure in chemical processing facilities	24
Optimal maintenance policies for coherent systems with multi-type components	24
Using the disaster spreading theory to analyze the cascading failure of urban rail transit network	24
Approaches to the identification of critical facilities and critical combinations of facilities in the gas industry in terms of its operability	24
Support vector machine in structural reliability analysis: A review	24
Surrogate modeling based on resampled polynomial chaos expansions	24
The effects of the high penetration of renewable energies on the reliability and vulnerability of interconnected electric power systems	24
Could pool fire alone cause a domino effect?	24
RRAP-CM: A new reliability-redundancy allocation problem with heterogeneous components	24
Towards a digital twin approach for vessel-specific fatigue damage monitoring and prognosis	24
A discrete-time Bayesian network approach for reliability analysis of dynamic systems with common cause failures	24
Reliability based modeling and analysis for a wind power system integrated by two wind farms considering wind speed dependence	24
Fatigue reliability assessment of offshore wind turbines with stochastic availability	24
Evaluating component importance and reliability of power transmission networks subject to windstorms: methodology and application to the nordic grid	24
Optimal routing, loading and aborting of UAVs executing both visiting tasks and transportation tasks	24
Human reliability and the impact of control function allocation in the design of dynamic positioning systems	24
Optimal Prognostics and Health Management-driven inspection and maintenance strategies for industrial systems	24
Modeling ageing effects for multi-state systems with multiple components subject to competing and dependent failure processes	24
Collision risk analysis on ferry ships in Jiangsu Section of the Yangtze River based on AIS data	24
Optimal configuration of a power grid system with a dynamic performance sharing mechanism	24
An efficient method for estimating failure probability of the structure with multiple implicit failure domains by combining Meta-IS with IS-AK	24
A metamodeling based seismic life-cycle cost assessment framework for highway bridge structures	24
Conditional reliability-based importance measures	24
Optimum opportunistic maintenance schedule incorporating delay time theory with imperfect maintenance	24
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder	24
Assessing resilience of urban lifeline networks to intentional attacks	24
AK-SESC: a novel reliability procedure based on the integration of active learning kriging and sequential space conversion method	24
System reliability optimization with heterogeneous components using hosted cuckoo optimization algorithm	24
Reliability evaluation of a k-out-of-n(G)-subsystem based multi-state phased mission system with common bus performance sharing subjected to common cause failures	23
Failure mode and effect analysis considering the fairness-oriented consensus of a large group with core-periphery structure	23
Accounting for Safety Barriers Degradation in the Risk Assessment of Oil and Gas Systems by Multistate Bayesian Networks	23
Navigation Risk estimation using a modified Bayesian Network modeling-a case study in Taiwan	23
Prioritising investments in safety measures in the chemical industry by using the Analytic Hierarchy Process	23
Quantitative approaches for optimization of user experience based on network resilience for wireless service provider networks	23
An improved NSGA2 to solve a bi-objective optimization problem of multi-state electronic transaction network	23
A long short-term memory neural network based Wiener process model for remaining useful life prediction	23
Redundancy allocation problem with multi-state component systems and reliable supplier selection	23
A condition-based maintenance policy for multi-component systems subject to stochastic and economic dependencies	23
Assessment of safety barrier performance in the mitigation of domino scenarios caused by Natech events	23
Information fusion and machine learning for sensitivity analysis using physics knowledge and experimental data	23
Transit system resilience: Quantifying the impacts of disruptions on diverse populations	23
Artificial-intelligence-based maintenance decision-making and optimization for multi-state component systems	23
Know your safety indicator – A determination of merchant vessels Bow Crossing Range based on big data analytics	23
How the distinction between general knowledge and specific knowledge can improve the foundation and practice of risk assessment and risk-informed decision-making	23
Error Quantification and Control for Adaptive Kriging-Based Reliability Updating with Equality Information	23
Optimal mission abort policies for repairable multistate systems performing multi-attempt mission	23
Reliability-constrained optimal attitude-vibration control for rigid-flexible coupling satellite using interval dimension-wise analysis	23
Warranty cost analysis for second-hand products under a two-stage repair-or-full refund policy	23
Nonlinear degradation modeling and prognostics: A Box-Cox transformation perspective	23
Global and local Kriging limit state approximation for time-dependent reliability-based design optimization through wrong-classification probability	23
A PSO approach for the integrated maintenance model	23
On the optimal redundancy allocation for multi-state series–parallel systems under epistemic uncertainty	23
Interactions among safety risks in metro deep foundation pit projects: An association rule mining-based modeling framework	23
Investigation of tugboat accidents severity: An application of association rule mining algorithms	23
Vulnerability analysis method based on risk assessment for gas transmission capabilities of natural gas pipeline networks	23
Joint optimization of preventive maintenance and inventory management for standby systems with hybrid-deteriorating spare parts	23
Reliability evaluation of power systems with multi-state warm standby and multi-state performance sharing mechanism	23
A dynamic multi-agent approach for modeling the evolution of multi-hazard accident scenarios in chemical plants	23
Time-dependent finite element reliability assessment of cast-iron water pipes subjected to spatio-temporal correlated corrosion process	23
Predicting road blockage due to building damage following earthquakes	23
G-mixed: A new strategy for redundant components in reliability optimization problems	23
Fragility analysis and probabilistic performance evaluation of nuclear containment structure subjected to internal pressure	23
A general discrete degradation model with fatal shocks and age- and state-dependent nonfatal shocks	23
Comparative study between S-N and fracture mechanics approach on reliability assessment of offshore wind turbine jacket foundations	23
Adaptive relevance vector machine combined with Markov-chain-based importance sampling for reliability analysis	23
Real-time high-fidelity reliability updating with equality information using adaptive Kriging	23
An uncertainty-aware dynamic shape optimization framework: Gravity dam design	23
Computing resilience of process plants under Na-Tech events: Methodology and application to sesmic loading scenarios	23
Benchmarking on railway safety performance using Bayesian inference, decision tree and petri-net techniques based on long-term accidental data sets	23
The sensitivity of electric power infrastructure resilience to the spatial distribution of disaster impacts	22
An asymptotic stochastic response surface approach to reliability assessment under multi-source heterogeneous uncertainties	22