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Probabilistic Safety Assessment and Management

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Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 The Psychological Factors concerning Human Errors as the Cause of Labour Accidents in Japan
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    Chapter 2 CEHAM: How to Analyse the Effectiveness of Human Error Handling in Complex Operations
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    Chapter 4 Human Error Analysis Support System for Maintenance Works
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    Chapter 8 Overview of National Regulatory Practices for Using PSA in Slovakia
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    Chapter 10 Risk Assessment Of Occupational Accident through Fuzzy Model
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    Chapter 12 General Insights from the International Common Cause Failure Data Exchange (ICDE) Project
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    Chapter 13 ICDE Project: Insights and Results from the Analysis of Common-Cause Failures of Batteries
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    Chapter 14 Lessons Learnt from Data Collected in the ICDE Project
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    Chapter 15 Insights and Results from the Analysis of Common-Cause Failure Data Collected in the ICDE Project for Safety and Relief Valves
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    Chapter 17 Analysing Safety Functions and Barriers — Experiences from Different Industrial Sectors
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    Chapter 19 Optimal Integration of Safety in complex system design using the Safety Modelling Language
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    Chapter 20 From Incident Response to Incident Response Management
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    Chapter 22 A Risk — Informed Approach to Decision Making in Rescue Operations
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    Chapter 25 Validation of a Software-Related Failure Mode Taxonomy
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    Chapter 26 Conditional Risk Model Concept for Critical Space Systems Software
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    Chapter 29 Dynamic Reliability Analysis for Automotive Applications
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    Chapter 30 Risk Based Regulation and Cost Effectiveness before the Courts. Experiences of a judge
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    Chapter 31 Substance Prioritisation for the Development of EU Acute Exposure Toxicity Thresholds: Risk-Informed Decision Making
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    Chapter 33 Regulatory Process/Structure for Future Nuclear Power Plant Licensing
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    Chapter 34 Robust Reliability-based Design Optimization of Suspension Bridges
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    Chapter 35 Handling Uncertainties in Optimal Design of Suspension Bridges with Special Emphasis on Loads
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    Chapter 37 Analysis of the Risks of the Population due to Airplane Crashes Around Zürich Airport
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    Chapter 38 Airport Public Safety Zones: Part 1 — Risk Model Derivation
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    Chapter 39 Airport Public Safety Zones: Part 2 — Risk Model Application
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    Chapter 40 A new determination of air crash frequencies and its implications for operation permissions
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    Chapter 45 Level 2 Full Power and Shutdown PSA of the J. Bohunice VI NPP
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    Chapter 47 Modelling of Severe Accident Phenomena in Level 2 PSA for Paks NPP
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    Chapter 52 Error States — Proactive Learning, Forgetting and Elimination using Safety Management
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    Chapter 53 The Centralised Component Reliability Database for PSA Purposes ZEDB — Status, Evaluation 2002, Trends —
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    Chapter 59 Barrier Analysis Analysed in MORT Perspective
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    Chapter 60 From Incidents to Proactive Actions: A Bottom-up Approach to Identification of Safety Critical Functions
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    Chapter 64 The use of Virtual Reality Training for Emergency Response Personnel
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    Chapter 65 Can Artificial Intelligence Be Safe?
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    Chapter 69 Monte-Carlo Simulation — A Powerful Tool to Support Experimental Activities in Structure Reliability
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    Chapter 75 A Quantitative Approach to Risk-Informed Safety Significance Categorization with an Early Expert Participatory
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    Chapter 76 Functional, Structural and Human Related Safety Measures in Multiple Use of Space
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    Chapter 81 An Application of Monte Carlo Method for Estimating the Longitudinal Collision Risk of the NOPAC Route in an ADS Environment
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    Chapter 82 Human-Machine Simulation System for Safety Evaluation in Air Traffic Control
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    Chapter 88 PSA Application on the Tokai Reprocessing Plant
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    Chapter 93 Risk and Decision Analysis Techniques Applied to Complex Facility Asset Management
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    Chapter 94 Multicriterion Problem of NPP Lifetime Management
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    Chapter 95 A Paradigm for Energy and Transportation System Surety in the 21st Century
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    Chapter 98 Research on components’ durability demonstration and verification test for armored vehicles
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    Chapter 100 The barrier requirements in the Norwegian Petroleum Regulations
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    Chapter 101 Integrated Barrier Analysis in Operational Risk Assessment in Offshore Petroleum Operations
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    Chapter 102 SiGES: an innovative emergency management system for high density industrial sites
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    Chapter 109 Study on Operative Reliability of Safety-Related Control Systems
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    Chapter 110 A Numerical Scheme to Solve Integro-Differential Equations in the Dynamic Reliability Field
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    Chapter 114 Regulatory Use of PSA in Belgium — Status, Lessons Learned and Perspectives
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    Chapter 116 Option 2 Risk-Informed Regulation Pilot Application to Cofrentes NPP
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    Chapter 119 Fire Risk Analysis and Modelling of the Relevant Scenarios: towards a Performance Based Fire Engineering and Protection Approach
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    Chapter 120 Rapid Assessment of the Consequences of Fire in Sub-surface Infrastructure
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    Chapter 121 Applications and Impacts of a Real Fire in a Residential Building for Analysis the Level of Risk for Life
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    Chapter 122 Stochastic Process for Aeronautical Design and Maintenance Optimization
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    Chapter 124 Maintenance Wire Risk Evaluation for Space Shuttle
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    Chapter 127 Bounding Fire Accident for LANL Plutonium Facility
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    Chapter 129 System Safety Approach and Management for the Taiwan High Speed Rail Project
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    Chapter 130 Early Warning on Vehicle Defects and Recall System
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    Chapter 132 Use of Bayesian Belief Networks for risk management in energy distribution
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    Chapter 134 Developing Soft Factors Inputs to Common Cause Failure Models
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    Chapter 135 Analysis and Modelling of Dependent Failures
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    Chapter 136 Parameter Estimation for the Process Oriented Simulation (POS) Model for Common Cause Failures
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    Chapter 144 Study of Proliferation Risk for Nuclear Fuel Cycles with Plutonium Breeding
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    Chapter 150 Modelling Dependent Component Failures with Domino Effects
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    Chapter 157 Commission Error Causes Identified from Operating Experience
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    Chapter 159 Task Complexity as a Factor for Human Reliability Assessment
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    Chapter 160 Estimation of Electrical Systems Impact into Total Risk from NPP
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    Chapter 162 The effect of Relay Protection on the Substation Reliability
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    Chapter 164 Review of the Major Accident Risk Assessment and Risk Management System in Serbia
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    Chapter 165 Definition of Safety Integrity Levels and the Influence of Assumptions, Methods and Principles Used
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    Chapter 167 Linking Risk Analysis to Safety Management
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    Chapter 170 Predictive Distributions for Detecting Departures from an Uncertain Baseline
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    Chapter 172 Safety Culture aboard Tankers
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    Chapter 175 Qualitative and Quantitative Analysis of Safeguards Logic Trees
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    Chapter 177 Development of a PSA-based Vital Area Identification Methodology for the Physical Security of Nuclear Power Plants
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    Chapter 180 A Data Flow Approach to Testing Object-Oriented Java-Programs
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    Chapter 182 Diagnostic Tests for Real Time Systems
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    Chapter 183 MFFOP Technology for Setting Reliability Requirements
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    Chapter 185 Reliability and Safety of Autonomous Electric Energy Supply Systems
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    Chapter 187 Mitigating Systems Performance Index Baselines
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    Chapter 189 Development of Radiolysis Gas Counter Measures based on Risk Informed Classifications
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    Chapter 190 From Risk to RAMS informed decision-making on changes to TSM
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    Chapter 194 PSA for Depressurization Hazards in ISS Module
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    Chapter 198 Seismic PSA Studies conducted for Japan’s Light Water Reactors
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    Chapter 199 Challenges to future Seismic PRA
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    Chapter 201 Computer Model for Coincidental Failure of Nuclear Power Plants due to Seismic Events in a Multi-Unit Site
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    Chapter 203 Governance of the territory around hazardous industrial plants: decision process and technological risk
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    Chapter 204 Optimised Use of Safety Interventions
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    Chapter 205 Socio-Technical Probabilistic Risk Assessment: Its Capabilities and Limitations
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    Chapter 206 The Incorporation of Experience-based Data into the Markov Maintenance Model and an Impact of Changed Maintenance Intervals on Plant Reliability
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    Chapter 208 Power System Fault Data and Time Series
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    Chapter 209 Implementation of “What-, How- and Why-Learning” in Offshore Drilling Planning
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    Chapter 211 Alienation as an Explanatory Factor for Increased Risk on Service Vessels in the North Sea
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    Chapter 216 Behaviour of Market Players and Risk Assessment of Network Congestion in Electric Power Supply System
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    Chapter 218 Diversity Assessment of Nuclear Power Plants Instrumentation and Control Systems
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    Chapter 219 Safety integrity evaluation framework for fault-tolerant control logic according to IEC 61508
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    Chapter 222 A Practical Method for Accelerated Calculations of System Reliability Parameters
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    Chapter 223 Conjoint Modelling with Extended Coloured Stochastic Petri Net and Reliability Block Diagram for System Analysis
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    Chapter 226 Extended Application of PSAs in Regulatory Procedures: Practice and Concept of an Integrated Safety Assessment
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    Chapter 228 Risk-informed Decision Making at the Hungarian Nuclear Safety Authority
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    Chapter 229 Calibration Study of Eurocodes
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    Chapter 231 Modeling of Random Fatigue Crack Growth Lifetime
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    Chapter 233 Recent Risk Management Initiatives at the European Space Agency — ESA Part 1
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    Chapter 234 Recent Risk Management Initiatives at the European Space Agency — ESA Part 2
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    Chapter 236 The Space Shuttle Probabilistic Risk Assessment Framework
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    Chapter 238 Human Reliability Data from Simulator Experiments: Principles and Context-Sensitive Analysis
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    Chapter 241 Guidance for External Events Analysis
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    Chapter 243 Severe Weather Risk Assessment for Loviisa Power Plant
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    Chapter 246 On the use of expected values in safety management
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    Chapter 249 Supporting operational decisions using competing risk models to analyse failure data
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    Chapter 251 Aging Effects on Time-Dependent Nuclear Plant Unavailability with Changing Surveillance Interval
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    Chapter 256 Organisational learning; a path to safety and efficiency
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    Chapter 259 A Framework for Analyzing Trust in IT Systems
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    Chapter 261 An Approach to Optimizing the Structural Reliability and the Reliability of the Control and Safety System of Wind Turbines
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    Chapter 262 The Load Matrix — a method for optimising powertrain durability and reliability test programmes
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    Chapter 264 Optimal Scheduling of Reliability Development Activities
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    Chapter 266 U.S. Nuclear Regulatory Commission Program on Risk-Informing the Materials and Waste Arenas: Pilot Studies
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    Chapter 268 Establishment of Quantitative Consequence Analyses Criteria for the Los Alamos National Laboratory Nuclear Materials Technology Division
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    Chapter 273 Application of PRA for Risk-Informed Decision-Making on a Space Station Payload
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    Chapter 274 Safety Analysis of Microgravity Science Glove-Box Using the ESA Risk Management Approach
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    Chapter 276 TIMED Orbital Science Mission PRA Integration
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    Chapter 278 Responsibilities and Challenges of Human Reliability Assessment in the Regulatory Framework
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    Chapter 281 A Plant-Specific Severe Accident Simulator for KKG and First Applications
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    Chapter 283 Development of a Level 2 PSA Model for the Paks NPP
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    Chapter 288 Knowledge Based Risk and Quality Management for Feed and Food
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    Chapter 289 Determination of Input Uncertainties of Uncertainty and Sensitivity Analyses
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    Chapter 291 Thermal-Hydraulic Uncertainty Analysis in the Context of Pressurized Thermal Shock Risk Scenarios
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    Chapter 296 How did the Norwegian Railway System Adapt the Existing Experience Based Safety Rules for Traffic Operation to a New Organizational Context and a Risk Based Approach?
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    Chapter 298 Fault Detection in Real-Time Software Systems using Neuro-Fuzzy Tools for Signal Validation and Diagnosis
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    Chapter 299 Classification, Analysis and Detection of Interface Inconsistencies in Safety-Relevant Component-based Systems
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    Chapter 302 Consideration of a Field Stress Distribution for the Reliability Test of Transmission Components
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    Chapter 304 An Advanced Reliability Test Procedure for Gear-Wheels Considering Results Known from Different Gear Transmission Ratios
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    Chapter 305 Updating the Regulatory PSA Guidance in Germany Based on Current Applications
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    Chapter 307 Insights for Quantitative Risk Assessment of Combined Cycle Power Plants
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    Chapter 312 A Multicriteria Approach to Risk Analysis
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    Chapter 314 Launch Vehicle Accident Assessment Framework for Future NASA Nuclear Missions
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    Chapter 315 Safety Engineering on Alenia Spazio Contribution to Space Station Program
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    Chapter 316 Difference of Concept between Space PRA and Nuclear PRA
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    Chapter 317 Improved Methodology for the Updated Fire PSA of KKG NPP
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    Chapter 319 Fire PSA including fire spreading — Extensive Modelling of all Dependencies of PSA-Components
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    Chapter 320 Underground Fire Risk Assessment Study for a modern Metro System: Integrated Methodology and Application to a Case Study
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    Chapter 322 Definition and Analysis of a New Risk Priority Number Concept
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    Chapter 325 Analytical Framework for Estimation of Uncertainties in Fault Tree
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    Chapter 327 Computing the Top Event Uncertainty with Binary Decision Diagrams
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    Chapter 330 US Nuclear Industry Approaches to Managing Human and Organizational Factors
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    Chapter 332 Bayesian Network-based Proactive Maintenance
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    Chapter 334 System Performance Based Inspection
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    Chapter 335 The Value of Proper Modeling in Performance and Resources Assessment
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    Chapter 337 The Technique and the Experience of Expertise of Software for NPP Instrumentation and Control Systems
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    Chapter 339 Report on the Comparison of Software Safety Concepts
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    Chapter 340 Monte Carlo Method Application for Reliability and Availability Analysis of Highly Meshed Network Systems
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    Chapter 342 Fast Reliability Prediction using Weibull Distributions
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    Chapter 344 Development of Guidance for “PSA Quality for Applications”
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    Chapter 345 Addressing the Issue of PRA Quality
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    Chapter 347 EDF Issues New Guide to Good Methodological Practice for PSA Work
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    Chapter 349 Methodological Approaches on Structural Durability Assessment
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    Chapter 352 Launch Vehicle Development Risk Projection Methodology
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    Chapter 360 A Risk Analysis Approach for the Evaluation of Fire Consequences — An Application to High Speed Craft
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    Chapter 362 How to maintain a reasonable Quality Level in Fire Protection Systems
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    Chapter 363 Reliability Prediction in Railway Signalling
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    Chapter 365 Development of a Road Transportation Risks Data Base for Italy: Methodology, Models and Results
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    Chapter 370 Quantification and Tentative Internalisation of Energy External Costs in the European Union
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    Chapter 371 External Costs from Severe Accidents in Non-Nuclear Fuel Chains: Valuation of Relevant End-Points
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    Chapter 372 Accident Risks in the Energy Sector: Comparison of Damage Indicators and External Costs
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    Chapter 373 Severe Accidents in Fossil Energy Chains: Individual Chain Results and Aggregated Evaluations
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    Chapter 375 Database System for Risk Evaluation in Material Degradation
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    Chapter 383 An Integrated Framework for Identification, Classification, and Assessment of Aviation Systems Hazards
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    Chapter 386 Probability of Failure on Demand in IEC 61508
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    Chapter 389 Evaluation of Risk Importance and Inspection Methods for Piping Segments
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    Chapter 391 Optimal Inspection and Replacement Decisions for Multiple Failure Modes
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    Chapter 392 Human Error Risk Management Methodology for Safety Audit of a Large Hospital Structure
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    Chapter 394 Accident and incident analysis in hospitals: how to transfer the RECUPERARE method from nuclear industry
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    Chapter 396 First Experiences Regarding Probabilistic Fire Safety Assessment for Full Power and Low Power/Shutdown Operational States
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    Chapter 399 A PRA Approach to Evaluate Post-Fire Safe Shutdown Capacity for Risk-Informed Fire Analysis in Taiwan
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    Chapter 400 Quantitative Transport Risk Analysis on a Regional Scale: An Application of TRAT-GIS to East Sicily
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    Chapter 403 A Hierarchical Uncertainty Model, Combination Rules and Uncertainty Propagation
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    Chapter 405 Parameter Uncertainty in Level 1 PSA Model of Krško NPP with Focus on CCF
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    Chapter 409 An Integrated Decision-Support Tool for Sustainable Energy Supply
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    Chapter 411 Markov Model Analysis for Efficient Plant Maintenance
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    Chapter 423 Experiences from Implementing a Risk Monitor at OKG
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    Chapter 425 Status and Actual Risk Monitoring in a NPP Reactor Protection System
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    Chapter 426 The Dutch Model for the Quantitative Risk Analysis of Road Tunnels
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    Chapter 427 A method for the estimation of casualties caused by accidents in tunnels
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    Chapter 428 Tunnel Safety: two Approaches to consider Risks in Freight Railway Tunnels
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    Chapter 430 Development of Management of Change(MOC) Software for Small and Medium Sized Chemical Plants
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    Chapter 431 Risk Matrix as Tool for Risk Assessment in the Chemical Process Industries
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    Chapter 432 An Integrated Safety for Business Analyses of Process Plants
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    Chapter 433 A Practical Method for Reviewing Safety Studies of Process Plants
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    Chapter 435 Analysing Medical Incident Reports by Use of a Human Error Taxonomy
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    Chapter 438 Methods Advances in the EPRI/USNRC Fire Risk Requantification Study — Fire Modeling
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    Chapter 440 Methods Advances in EPRI/NRC Fire Risk Re-quantification Project: Modeling of Post-Fire Safe Shutdown in Fire PRA
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    Chapter 441 Safety Functions in Railways — a Structural Analysis of Safety Rules
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    Chapter 443 Probabilistic Safety Assessment and Management
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    Chapter 446 Non-Parametric Continuous Bayesian Belief Nets with Expert Judgement
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    Chapter 447 Probabilistic Uncertainty Analysis Applied to Fuel Rod Design
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    Chapter 448 Insurance Engineering
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    Chapter 453 An MILP Model for Medium-term Production and Maintenance Management
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    Chapter 456 The Use of Trivial Reductions of Dimensionality in the Propagation of Uncertainties: A Radioactive Contaminant Transport Model Example
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    Chapter 461 Systematic Approach for Capturing Inter-phase Failure Combinations in an Integrated, Multiphase Linked Fault Tree Model of the Space Shuttle
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    Chapter 463 International PSA Developments The OECD/NEA Viewpoint
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    Chapter 465 The ASME PRA Standard and the HCPRA Update
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    Chapter 466 Evolution of NPP Design from a PSA standpoint
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    Chapter 468 Stochastic Prediction of Seismic Ground Motions Using Macro-Spatial Correlation Model
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    Chapter 471 A Quantitative Risk Analysis Model of Scenarios Characterised by Explosion Fragments and Missiles
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    Chapter 473 Integrated Dynamic Decision Analysis (IDDA): an Advanced Tool for Risk Analysis
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    Chapter 476 An Object-Oriented Risk Management tool for Communicable Disease Control in the UK
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    Chapter 478 Risk Analysis for Mobile Telephony in a Hospital
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    Chapter 479 Modelling of Failing Reactivity Control in PSA for Barsebäck 2
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    Chapter 481 Specifying the frequency of an initiator threatening the safety of a complex system where the available data is not directly relevant
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    Chapter 483 An Assessment of Fire Services at a Port
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    Chapter 484 Risk Based Decision Model for Maximal Ship Entry to the Ports
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    Chapter 485 Reliability Improvement of Transportation Systems in their Operation Processes
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    Chapter 486 Availability Improvement of Port Transportation Structures in Their Operation Processes
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    Chapter 491 Case Studies in Italy of Potential additional Safety Measures for the Purpose of Land-Use Planning
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    Chapter 493 Flood Forecast Model and Probabilistic Analysis
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    Chapter 496 Monte Carlo Optimization of the Replacement Strategy of Components subject to Technological Obsolescence
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    Chapter 500 Sensitivity Analysis of an Engineered Barrier System Model for the Potential Repository System in the United States
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    Chapter 501 Probabilistic Risk Analysis Methodology for Preclosure Operations at a Geologic Nuclear Waste Repository
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    Chapter 502 AMSMA (Aviation Maintenance Safety Management Assistant) An Alternative Top-Down Approach to Support Risk Management and Decision-Making
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    Chapter 505 The Use of PSA for Development and Evaluation of NPP Dukovany Symptom-oriented EOPs
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    Chapter 509 Soft Markov Chain Relations For Modeling Safety Management
  223. Altmetric Badge
    Chapter 510 Safety management system for major accidents prevention: role of the knowledge management tools and advanced integrated information systems
  224. Altmetric Badge
    Chapter 514 The Estimation of Vulnerability in Domino Accidental Events
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    Chapter 520 Commercial Accidents-an assessment of four leading tanker companies
  226. Altmetric Badge
    Chapter 522 Evaluation of Occurrence Frequencies of Marine Accidents by Event Tree Analysis
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    Chapter 525 FMEA as Design Monitor-, Regulation- and Management Tool Parallel to Product Design Cycle for an Optimised Quality Assurance
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    Chapter 530 Probabilistic Cost Optimisation of Soil Improvement Strategies
  229. Altmetric Badge
    Chapter 532 Concept of Risk-based Monitoring and its Application for High-temperature Components in Power Plants
  230. Altmetric Badge
    Chapter 540 NOT-Logic in RiskSpectrum® PSA Professional
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    Chapter 543 The Management of Operational Events from CANDU Nuclear Power Plants
  232. Altmetric Badge
    Chapter 545 Explosion of Nylon Fibres Occurred in a Textile Plant
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    Chapter 546 Managing Safety Rules in European Railways
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    Chapter 547 Identification and Management of Safety Critical Situations When Different Cultures Interfaces across Borders in European Railway
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    Chapter 548 Virtual Reality as Tool for Supporting Safety Management Decisions
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    Chapter 550 Development of Operator Decision Support System using HAZOP result
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    Chapter 555 Evaluation of Classification Rules Related to Machinery for an Oil Tanker
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    Chapter 557 Environmental Safety of a Seagoing Ship Power Plant
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    Chapter 558 Design of a Reliability Information System by a Semantic Network
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    Chapter 560 Product Quality Expectations and Failure Rate Prediction — The Parts Count Method and Causal Analysis
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    Chapter 563 Attempt of Dialogue Forum Series for On-Demand Information Disclosure about Nuclear Facilities
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    Chapter 565 Augmented Electronic Discussion Through Intelligent Supporting Functions
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    Chapter 566 Assessment of Operational-Phase Safety of Deep Geological Repositories for Radioactive Waste
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    Chapter 567 Reliability Testing of Assumptions about Hydrological Permeability of Drainage Paths in Dangerous Waste Storage Site
  245. Altmetric Badge
    Chapter 568 Alternative Repository Design Options for HLW Disposal in Japan
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    Chapter 569 Safety Assessment of Large Diameter Boreholes at LILW Storage/Disposal
  247. Altmetric Badge
    Chapter 570 Development of An Integrated Software for Fire and Flooding PSA
  248. Altmetric Badge
    Chapter 573 Defining the Group Importance Measures (GIM) with Applications in Space Shuttle PRA
  249. Altmetric Badge
    Chapter 575 Using Bayesian Networks to Model Accident Causation in the UK Railway Industry
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    Chapter 577 Collection and Utilisation of Accident Data within the Norwegian Fishing Fleet
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    Chapter 578 Virtual Reality as Tool for Supporting the Human Failure Probabilities Estimation
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    Chapter 587 A Simulation Model for the Frequency and Duration of LOOP
  253. Altmetric Badge
    Chapter 588 Setpoint Design Impact on Availability
  254. Altmetric Badge
    Chapter 589 Methodology for Assessment of Uncertain Input Data for a Level-3 PRA Analysis of a Nuclear Reactor Accident using MACCS2
  255. Altmetric Badge
    Chapter 590 Characterising the Impact of Toxic Emissions on Human Targets in the Proximity of an Industrial Site
  256. Altmetric Badge
    Chapter 591 Early Detection of Gas Dispersion Accident through a Neural Network Based Expert System
  257. Altmetric Badge
    Chapter 592 A Model-Based Soft Sensor to Avoid Explosions in Direct Heaters Due to Skin Point Threshold Overtaking
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Title
Probabilistic Safety Assessment and Management
Published by
Springer, January 2014
DOI 10.1007/978-0-85729-410-4
ISBNs
978-0-85729-410-4, 978-1-4471-1057-6
Editors

Spitzer, Cornelia, Schmocker, Ulrich, Dang, Vinh N.

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Geographical breakdown

Country Count As %
Unknown 14 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 36%
Researcher 2 14%
Student > Bachelor 1 7%
Student > Master 1 7%
Student > Postgraduate 1 7%
Other 0 0%
Unknown 4 29%
Readers by discipline Count As %
Engineering 3 21%
Psychology 2 14%
Business, Management and Accounting 1 7%
Physics and Astronomy 1 7%
Arts and Humanities 1 7%
Other 0 0%
Unknown 6 43%