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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocenteZio Enrico
QualificaProfessore ordinario a tempo definito
Dipartimento d'afferenzaDipartimento di Energia
Settore Scientifico DisciplinareING-IND/19 - Impianti Nucleari
Curriculum VitaeScarica il CV (99.23Kb - 19/01/2021)

Orario di ricevimento
Energia----LunedìDalle 17:30
Alle 18:30
6340--Previo appuntamento
Pagina web redatta a cura del docentehttp://lasar.cesnef.polimi.it

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Articoli su riviste
A method for fault diagnosis in evolving environment using unlabeled data (Mostra >>)
Time-dependent reliability analysis of the reactor building of a nuclear power plant for accounting of its aging and degradation (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A hydrocarbon production system multi-objective optimization (Mostra >>)
Simulation-based goal tree success tree for the risk analysis of cyber-physical systems (Mostra >>)
Articoli su riviste
A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider (Mostra >>)
A novel method for maintenance record clustering and its application to a case study of maintenance optimization (Mostra >>)
An efficient method for passive safety systems reliability assessment (Mostra >>)
An efficient method of key parameter screening for PCCS under SLB accident in AP1000 (Mostra >>)
Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0 (Mostra >>)
Considering the human operator cognitive process for the interpretation of diagnostic outcomes related to component failures and cyber security attacks (Mostra >>)
Ensemble empirical mode decomposition and long short-term memory neural network for multi-step predictions of time series signals in nuclear power plants (Mostra >>)
Integrated deterministic and probabilistic safety assessment of a superconducting magnet cryogenic cooling circuit for nuclear fusion applications (Mostra >>)
Remaining useful life prediction using multi-scale deep convolutional neural network (Mostra >>)
Risk Analysis of Cyber-Physical Systems by GTST-MLD (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Scheda Bibliografica
An evidential similarity-based regression method for the prediction of equipment remaining useful life in presence of incomplete degradation trajectories (Mostra >>)
Abstract in Atti di convegno
Modelling the Aging Process of a Cyber Physical System (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
A non-parametric cumulative sum approach for online diagnostics of cyber attacks to nuclear power plants (Mostra >>)
Contributo in Atti di convegno
A Data-Driven Approach for Predicting the Remaining Useful Life of Steam Generators (Mostra >>)
A condition-based probabilistic safety assessment framework for the estimation of the frequency of core damage due to an induced steam generator tube rupture (Mostra >>)
A dynamic safety margins estimation with a limited number of PWR large break LOCA simulations (Mostra >>)
Aliasing signal separation for superimposition of inductive debris detection using CNN-Based DUET (Mostra >>)
An Importance Measure to Assess the Value of a Component Inspection Policy (Mostra >>)
An improved cell transmission model of traffic considering electric vehicles and charging stations (Mostra >>)
Analysis of the Vulnerability of Smart Grids to Social Network-Based Attacks (Mostra >>)
Automatic Extraction of a Health Indicator from Vibrational Data by Sparse Autoencoders (Mostra >>)
Availability Optimization of Parallel-Series System by Evolutionary Computation (Mostra >>)
Experimental study on inductive method for online material loss detection with high debris concentration (Mostra >>)
Joint Optimization of Business Continuity by Designing Safety Barriers for Accident Prevention, Mitigation and Emergency Responses (Mostra >>)
Mechanical Wear Life Prediction Based on Abrasive Debris Generation (Mostra >>)
Power System Design for Resilience and Flexibility Against Extreme Weather Events (Mostra >>)
Risk Assessment of Electrical Power Systems Considering Traffic Congestion (Mostra >>)
SOAR on Reliability of Thermal-Hydraulic Passive Systems (SOAR-RPS) (Mostra >>)
Value of Information from Condition Inspection for a Gamma Degradation Process (Mostra >>)
VoI-Based Optimal Sensors Positioning and the Sub-Modularity Issue (Mostra >>)
Monografie o trattati scientifici
Stima adattiva del rischio di rottura di attrezzature in pressione, sulla base dei dati di monitoraggio (Mostra >>)
Articoli su riviste
A Sequential Bayesian Approach for Remaining Useful Life Prediction of Dependent Competing Failure Processes (Mostra >>)
A framework for dynamic risk assessment with condition monitoring data and inspection data (Mostra >>)
A hybrid hourly natural gas demand forecasting method based on the integration of wavelet transform and enhanced Deep-RNN model (Mostra >>)
A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency (Mostra >>)
A modeling and optimization framework for power systems design with operational flexibility and resilience against extreme heat waves and drought events (Mostra >>)
A multi-perspective framework of analysis of critical infrastructures with respect to supply service, controllability and topology (Mostra >>)
A new approach for nuclear reactor analysis based on complex network theory (Mostra >>)
A reinforcement learning framework for optimal operation and maintenance of power grids (Mostra >>)
A resilience perspective on water transport systems: The case of Eastern Star (Mostra >>)
A systematic data-driven Demand Side Management method for smart natural gas supply systems (Mostra >>)
Adversarial Risk Analysis to Allocate Optimal Defense Resources for Protecting Cyber–Physical Systems from Cyber Attacks (Mostra >>)
An Optimization-Based Framework for the Identification of Vulnerabilities in Electric Power Grids Exposed to Natural Hazards (Mostra >>)
An adaptive cuckoo optimization algorithm for system design optimization under failure dependencies (Mostra >>)
An adaptive particle swarm optimization method for multi-objective system reliability optimization (Mostra >>)
An adaptive robust framework for the optimization of the resilience of interdependent infrastructures under natural hazards (Mostra >>)
An ensemble of models for integrating dependent sources of information for the prognosis of the remaining useful life of Proton Exchange Membrane Fuel Cells (Mostra >>)
An integrated framework for analysing operational events in China nuclear power plants (Mostra >>)
An integrated imputation-prediction scheme for prognostics of battery data with missing observations (Mostra >>)
Analysis of configuration data errors in Communication-based Train Control systems (Mostra >>)
Application of reliability technologies in civil aviation: Lessons learnt and perspectives (Mostra >>)
Comprehensiveness of scenarios in the safety assessment of nuclear waste repositories (Mostra >>)
Condition-based probabilistic safety assessment for maintenance decision making regarding a nuclear power plant steam generator undergoing multiple degradation mechanisms (Mostra >>)
Degradation state mining and identification for railway point machines (Mostra >>)
Dynamic business continuity assessment using condition monitoring data (Mostra >>)
Elastic net multinomial logistic regression for fault diagnostics of on-board aeronautical systems (Mostra >>)
Ensemble of Models for Fatigue Crack Growth Prognostics (Mostra >>)
Fatigue crack growth assessment method subject to model uncertainty (Mostra >>)
Fatigue strength reliability assessment of turbo-fan blades by kriging-based distributed collaborative response surface method (Mostra >>)
Identifying resilient-important elements in interdependent critical infrastructures by sensitivity analysis (Mostra >>)
Importance analysis considering time-varying parameters and different perturbation occurrence times (Mostra >>)
Integration of feature vector selection and support vector machine for classification of imbalanced data (Mostra >>)
Mesoscale Numerical Modeling for Predicting Wear Debris Generation (Mostra >>)
On-line process monitoring during transient operations using weighted distance Auto Associative Bilateral Kernel Regression (Mostra >>)
Optimal allocation of prognostics and health management capabilities to improve the reliability of a power transmission network (Mostra >>)
Portfolio decision analysis for risk-based maintenance of gas networks (Mostra >>)
Portfolio optimization of safety measures for the prevention of time-dependent accident scenarios (Mostra >>)
Probabilistic model data of time-dependent accident scenarios for a mixing tank mechanical system (Mostra >>)
Prognostics of a multistack PEMFC system with multiagent modeling (Mostra >>)
RAMS Optimization (Mostra >>)
Remaining useful life prediction based on a double-convolutional neural network architecture (Mostra >>)
Resilience of Smart Power Grids to False Pricing Attacks in the Social Network (Mostra >>)
Resilient Critical Infrastructure Planning Under Disruptions Considering Recovery Scheduling (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2018 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Recensioni su riviste
Artificial intelligence for fault diagnosis of rotating machinery: A review (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Dynamic Accident Scenario Generation, Modeling and Post-Processing for the Integrated Deterministic and Probabilistic Safety Analysis of Nuclear Power Plants (Mostra >>)
Reliability assessment of systems with dependent degradation processes based on Piecewise-Deterministic Markov process (Mostra >>)
Resilience of Cyber-Physical Systems: From Risk Modeling to Threat Counteraction (Mostra >>)
Contributo in Atti di convegno
A PMS-MMDD model for reliability assessment of multi-state phased-mission system (Mostra >>)
A flow-based method for identifying critical pipelines in complex natural gas supply systems (Mostra >>)
A heterogeneous ensemble approach for the prediction of the remaining useful life of packaging industry machinery (Mostra >>)
A smart framework for the availability and reliability assessment and management of accelerators technical facilities (Mostra >>)
Failure modes detection of nuclear systems using machine learning (Mostra >>)
Integrated deterministic and probabilistic safety assessment of the cooling circuit of a superconducting magnet for nuclear fusion applications (Mostra >>)
KNN-FSVM for Fault Detection in High-Speed Trains (Mostra >>)
Modeling the dynamics of fault propagation in complex dynamical network by considering the heterogeneity of nodes (Mostra >>)
Modeling the effect of air temperature and pressure on the reliability of a passive containment cooling system (Mostra >>)
Simulation on neural networks for DUET-based delay estimation of abrasive debris signal separation (Mostra >>)
Stima adattativa del rischio di rottura di componenti in pressione soggetti a creep con un approccio probabilistico (Mostra >>)
Strength of knowledge assessment for risk informed decision making (Mostra >>)
Articoli su riviste
A Bayesian framework for estimating fragility curves based on seismic damage data and numerical simulations by adaptive neural networks (Mostra >>)
A Framework for Modeling and Optimizing Maintenance in Systems Considering Epistemic Uncertainty and Degradation Dependence Based on PDMPs (Mostra >>)
A Markov decision process framework for optimal operation of monitored multi-state systems (Mostra >>)
A Monte Carlo-based exploration framework for identifying components vulnerable to cyber threats in nuclear power plants (Mostra >>)
A New Analytical Approach for Interval Availability Analysis of Markov Repairable Systems (Mostra >>)
A Novel Method for Sensor Data Validation based on the analysis of Wavelet Transform Scalograms (Mostra >>)
A Regional Sensitivity Analysis-based Expert System for safety margins control (Mostra >>)
A clustering approach for mining reliability big data for asset management (Mostra >>)
A comparison between Monte Carlo simulation and finite-volume scheme for reliability assessment of multi-state physics systems (Mostra >>)
A complex network theory approach for optimizing contamination warning sensor location in water distribution networks (Mostra >>)
A data mining framework within the Chinese NPPs operating experience feedback system for identifying intrinsic correlations among human factors (Mostra >>)
A framework for reconciliating data clusters from a fleet of nuclear power plants turbines for fault diagnosis (Mostra >>)
A novel support vector regression method for online reliability prediction under multi-state varying operating conditions (Mostra >>)
A power-flow emulator approach for resilience assessment of repairable power grids subject to weather-induced failures and data deficiency (Mostra >>)
A scalable fuzzy support vector machine for fault detection in transportation systems (Mostra >>)
A stochastic hybrid systems model of common-cause failures of degrading components (Mostra >>)
A systematic framework of vulnerability analysis of a natural gas pipeline network (Mostra >>)
A systematic hybrid method for real-time prediction of system conditions in natural gas pipeline networks (Mostra >>)
Accelerated life test for reliability evaluation of pneumatic cylinders (Mostra >>)
Adaptive simulation for failure identification in the Advanced Lead Fast Reactor European Demonstrator (Mostra >>)
Adequacy assessment of a wind-integrated system using neural network-based interval predictions of wind power generation and load (Mostra >>)
Aliasing signal separation of superimposed abrasive debris based on degenerate unmixing estimation technique (Mostra >>)
An Ensemble of Component-Based and Population-Based Self-Organizing Maps for the Identification of the Degradation State of Insulated-Gate Bipolar Transistors (Mostra >>)
An improved probabilistic method for screening safety-related human actions in nuclear power plants (Mostra >>)
An integrated framework for operational flexibility assessment in multi-period power system planning with renewable energy production (Mostra >>)
An integrated systemic method for supply reliability assessment of natural gas pipeline networks (Mostra >>)
Application of particle filtering for prognostics with measurement uncertainty in nuclear power plants (Mostra >>)
Condition-based probabilistic safety assessment of a spontaneous steam generator tube rupture accident scenario (Mostra >>)
Development of a methodology for systematic analysis of risk reduction by protective measures in tyre production machinery (Mostra >>)
Differential evolution-based multi-objective optimization for the definition of a health indicator for fault diagnostics and prognostics (Mostra >>)
Dynamic Risk Assessment Based on Statistical Failure Data and Condition-Monitoring Degradation Data (Mostra >>)
Dynamic-weighted ensemble for fatigue crack degradation state prediction (Mostra >>)
Electrical and topological drivers of the cascading failure dynamics in power transmission networks (Mostra >>)
Ensembles of climate change models for risk assessment of nuclear power plants (Mostra >>)
Extreme Learning Machine Based Prognostics of Battery Life (Mostra >>)
Fault trees analysis using expert opinion based on fuzzy-bathtub failure rates (Mostra >>)
Homogeneous Continuous-Time, Finite-State Hidden Semi-Markov Modeling for Enhancing Empirical Classification System Diagnostics of Industrial Components (Mostra >>)
Hybrid Probabilistic-Possibilistic Treatment of Uncertainty in Building Energy Models: A Case Study of Sizing Peak Cooling Loads (Mostra >>)
Hybrid fuzzy-PID control of a nuclear Cyber-Physical System working under varying environmental conditions (Mostra >>)
Ieee Access Special Section Editorial:Complex System Health Management Based on Condition Monitoring and Test Data (Mostra >>)
Modeling an electric power microgrid by model predictive control for analyzing its characteristics from reliability, controllability and topological perspectives (Mostra >>)
Modeling and analysis of mover gaps in tubular moving-magnet linear oscillating motors (Mostra >>)
Particle Filtering for Prognostics of a Newly Designed Product With a New Parameters Initialization Strategy Based on Reliability Test Data (Mostra >>)
Redundancy allocation problem in a bridge system with dependent subsystems (Mostra >>)
Reinforcement learning-based flow management of gas turbine parts under stochastic failures (Mostra >>)
Reliability assessment of multi-state phased mission system with non-repairable multi-state components (Mostra >>)
Reliability assessment of phased-mission systems under random shocks (Mostra >>)
Remaining useful life prediction of degrading systems subjected to imperfect maintenance: Application to draught fans (Mostra >>)
Scenario Analysis for the Safety Assessment of Nuclear Waste Repositories: A Critical Review (Mostra >>)
Seismic fragility analysis with artificial neural networks: Application to nuclear power plant equipment (Mostra >>)
System Risk Importance Analysis Using Bayesian Networks (Mostra >>)
The evolution of system reliability optimization (Mostra >>)
The future of risk assessment (Mostra >>)
Uncertainty theory as a basis for belief reliability (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2017 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A Benchmark of Dynamic Reliability Methods for Probabilistic Safety Assessment (Mostra >>)
A Dynamic Weighting Ensemble Approach for Wind Energy Production Prediction (Mostra >>)
A Framework for Multi-Hazards Risk Aggregation Considering Risk Model Maturity Levels (Mostra >>)
A Hybrid Monte Carlo and Possibilistic Approach to Estimate Non-Suppression Probability in Fire Probabilistic Safety Analysis (Mostra >>)
A fault diagnostic tool based on a first principle model simulator (Mostra >>)
A method for storage status assessment of electronic devices by model-based prognostics (Mostra >>)
A multi-state physics modeling for estimating the size- and location-dependent loss of coolant accident initiating event probability (Mostra >>)
A sensitivity analysis for the adequacy assessment of a multi-state physics modeling approach for reliability analysis (Mostra >>)
A switching ensemble approach for remaining useful life estimation of electrolytic capacitors (Mostra >>)
Adaptive Artificial Neural Networks for Seismic Fragility Analysis (Mostra >>)
Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors (Mostra >>)
An Analytic Hierarchy Process Approach for the Security Assessment of High Speed Railway Construction Sites (Mostra >>)
An integrated framework for business continuity management of critical infrastructures (Mostra >>)
An integrated framework for condition-informed probabilistic risk assessment (Mostra >>)
An unsupervised clustering method for assessing the degradation state of cutting tools used in the packaging industry (Mostra >>)
Analyzing controllability, efficiency and reliability of network systems by dynamic simulation (Mostra >>)
Bayesian approach for safety barrier portfolio optimization (Mostra >>)
Computation of Seismic Fragility Curves Using Artificial Neural Network Metamodels (Mostra >>)
Dimensionality reduction of the resilience model of a critical infrastructure network by means of elementary effects sensitivity analysis (Mostra >>)
Dynamic reliability assessment and prognostics with monitored data for multiple dependent degradation components (Mostra >>)
Estimation of failure on-demand probability and malfunction rate values in cyber-physical systems of nuclear power plants (Mostra >>)
Framework for quantitative resilience analysis of maritime transportation systems from risk perspectives: A case study of a ship stuck in ice in arctic waters (Mostra >>)
Interval-valued importance measures for business continuity management (Mostra >>)
Local fusion of an ensemble of semi-supervised self organizing maps for post-processing accidental scenarios (Mostra >>)
Model ensemble-based prognostic framework for fatigue crack growth prediction (Mostra >>)
Modeling common-cause failures using stochastic hybrid systems (Mostra >>)
Modeling epistemic uncertainty in resilience assessment for water transportation systems (Mostra >>)
Modelling Unexpected Failures with a Hierarchical Bayesian Model (Mostra >>)
Optimizing the Resilience of Interdependent Infrastructure Systems against Intentional Attacks (Mostra >>)
Quantifying the importance of elements of a gas transmission network from topological, reliability and controllability perspectives, considering capacity constraints (Mostra >>)
Resilience modeling of multi-state degradation systems based on aggregated stochastic processes (Mostra >>)
Resistance-based probabilistic design by order statistics for an oil and gas deep-water well casing string affected by wear during kick load (Mostra >>)
Risk-informed decision making under incomplete information: portfolio decision analysis and credal networks (Mostra >>)
Robust portfolio modelling methodological approach to gb gas grid risk analysis via a simplified network version (Mostra >>)
Some reflections on pre- and post-accident analysis for water transport: A case study of the eastern star accident (Mostra >>)
System Reliability-Redundancy Allocation by Evolutionary Computation (Mostra >>)
The Energy Management and Optimization Strategy for Fuel Cell Hybrid Ships (Mostra >>)
Time-dependent reliability assessment of a distributed generation system based on multi-valued decision diagrams and Markov processes (Mostra >>)
Articoli su riviste
A Bayesian Optimal Design for Accelerated Degradation Testing Based on the Inverse Gaussian Process (Mostra >>)
A General Framework for the Assessment of Power System Vulnerability to Malicious Attacks (Mostra >>)
A SVM framework for fault detection of the braking system in a high speed train (Mostra >>)
A Stochastic Hybrid Systems based framework for modeling dependent failure processes (Mostra >>)
A Systematic Semi-Supervised Self-adaptable Fault Diagnostics approach in an evolving environment (Mostra >>)
A classification-based framework for trustworthiness assessment of quantitative risk analysis (Mostra >>)
A compositional method to model dependent failure behavior based on PoF models (Mostra >>)
A critique of reliability prediction techniques for avionics applications (Mostra >>)
A fuzzy expectation maximization based method for estimating the parameters of a multi-state degradation model from imprecise maintenance outcomes (Mostra >>)
A hierarchical decision-making framework for the assessment of the prediction capability of prognostic methods (Mostra >>)
A locally adaptive ensemble approach for data-driven prognostics of heterogeneous fleets (Mostra >>)
A model-based reliability metric considering aleatory and epistemic uncertainty (Mostra >>)
A modeling and simulation framework for the reliability/availability assessment of a power transmission grid subject to cascading failures under extreme weather conditions (Mostra >>)
A quantitative approach for risk assessment of a ship stuck in ice in Arctic waters (Mostra >>)
Advanced monte carlo methods and applications (Mostra >>)
Aggregation of importance measures for decision making in reliability engineering (Mostra >>)
An Adaptive Metamodel-Based Subset Importance Sampling approach for the assessment of the functional failure probability of a thermal-hydraulic passive system (Mostra >>)
An Adaptive Simulation Framework for the Exploration of Extreme and Unexpected Events in Dynamic Engineered Systems (Mostra >>)
An empirical classification-based framework for the safety criticality assessment of energy production systems, in presence of inconsistent data (Mostra >>)
An integrated modeling framework for quantitative business continuity assessment (Mostra >>)
Availability Model of a PHM-Equipped Component (Mostra >>)
Bootstrapped Artificial Neural Networks for the seismic analysis of structural systems (Mostra >>)
Comparing network-centric and power flow models for the optimal allocation of link capacities in a cascade-resilient power transmission network (Mostra >>)
Determination of prime implicants by differential evolution for the dynamic reliability analysis of non-coherent nuclear systems (Mostra >>)
Development of a Bayesian multi-state degradation model for up-to-date reliability estimations of working industrial components (Mostra >>)
Editorial: Special Issue of ESREL 2015 (Mostra >>)
Ensemble of optimized echo state networks for remaining useful life prediction (Mostra >>)
Estimation of rare event probabilities in power transmission networks subject to cascading failures (Mostra >>)
Input-output Inoperability Model for the risk analysis of eco-industrial parks (Mostra >>)
Model Uncertainty in Accelerated Degradation Testing Analysis (Mostra >>)
Modeling dependent competing failure processes with degradation-shock dependence (Mostra >>)
Optimization of a dynamic uncertain causality graph for fault diagnosis in nuclear power plant (Mostra >>)
Portfolio optimization of safety measures for reducing risks in nuclear systems (Mostra >>)
Postprocessing of Accidental Scenarios by Semi-Supervised Self-Organizing Maps (Mostra >>)
Prediction of industrial equipment Remaining Useful Life by fuzzy similarity and belief function theory (Mostra >>)
Reliability model of a component equipped with PHM capabilities (Mostra >>)
Remaining storage life prediction for an electromagnetic relay by a particle filtering-based method (Mostra >>)
Risk assessment of power transmission network failures in a uniform pricing electricity market environment (Mostra >>)
Safety margin sensitivity analysis for model selection in nuclear power plant probabilistic safety assessment (Mostra >>)
Simulation-based exploration of high-dimensional system models for identifying unexpected events (Mostra >>)
System dynamic reliability assessment and failure prognostics (Mostra >>)
Three-loop Monte Carlo simulation approach to Multi-State Physics Modeling for system reliability assessment (Mostra >>)
Weighted-feature and cost-sensitive regression model for component continuous degradation assessment (Mostra >>)
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