Edited by
Maria Chiara Leva
Edoardo Patelli
Luca Podofillini
Simon Wilson

ISBN: 978-981-18-5183-4


Front Cover  

Front Matter  


Table of Contents  

Aeronautics and Aerospace


Probabilistic Risk Analysis in the Overhaul of Aero-engines using a combination of Bayesian Networks and Fuzzy Logic aiming at meeting Civil Aviation Agency Regulations and the requirements AS9100 -- A Case Study
Alexandre Magno Ferreira de Paula, José Cristiano Pereira, and Giovane Quadrelli


Comparing Distributed and Integrated Hazard Analysis Environments
Axel Berres, Sascha Lübbe, Michael Schäfer, and Viola Voth


Influence of Cargo Arrangement on Aircraft Mass Center of Gravity
Marta Woch, Justyna Tomaszewska, Mariusz Zieja, and Bandar Alotaibi


Designing Reliable, Data-Driven Maintenance for Aircraft Systems with Applications to the Aircraft Landing Gear Brakes
Juseong Lee, Mihaela Mitici, Sunyue Geng, and Ming Yang


Introducing the Structured Exploration of Complex Adaptations to learn from operations in an Air Navigation Service Provider
Riccardo Patriarca, Joerg Leonhardt, and Joerg Leonhardt


Application of Monte Carlo Simulation to the Reliability Estimation of an Experimental Data Communication System
Gianpiero Buzzo, Lidia Travascio, and Angela Vozella


FBG-based Optical Sensor Networks for Thermal Measurements in Aerospace Applications
Alessandro Aimasso, Matteo D.L. Dalla Vedova, Paolo Maggiore, and Gaetano Quattrocchi


Risk Analysis of Unmanned Air Vehicle and Beyond Visual Line of Sight Flights: How Does Systems Thinking Add to the Specific Operations Risk Assessment Method?
Selcuk Yilmaz, Jon Tømmerås Selvik, and Ove Njå

Asset Management


Estimation of Industrial Assets Ageing and Maintenance Efficiency with Interval Censored Data
Théo Cousino, Florent Brissaud, Leïla Marle, Laurent Doyen, and Olivier Gaudoin


Application of Industry Standards and Management Commitment to Asset Management in a Petrochemical Company
Ian Els and Krige Visser


A General Framework Proposal for Modelling Complex Production Systems Considering Maintenance and Operative Factors under Uncertain. Case Study in Mining Industry
Tomás Grubessich, Raúl Stegmaier, Pablo Viveros, and Fredy Kristjanpoller


Managing Asset and Supply Chain Resilience Using A Digital Risk Twin
Jake Langton, Evan Apostolou, and Paddy Conroy

Autonomous Driving Safety


Exploring How Automated Technology and Advanced Driver-Assistance Systems (ADAS) Are Taught in the Norwegian Driver-Training Industry. A Qualitative Study
Jan Petter Wigum and Gunhild Birgitte Sætren


Advanced Markov Modeling and Simulation for Safety Analysis of Autonomous Driving Functions up to SAE 5 for Development, Approval and Main Inspection
Ivo Häring, Yupak Satsrisakul, Jörg Finger, Georg Vogelbacher, Corinna Köpke, Fabian Höflinger, and Patrick Gelhausen


Shift from Simulation to Reality: Test Carrier Architecture for Seamless Embedding of Highly Automated Driving Functions
Redge Melroy Castelino, Christian Steger, Arne Lamm, and Axel Hahn


Reliability of Fault-Tolerant System Architectures for Automated Driving Systems
Tim M. Julitz, Antoine Tordeux, and Manuel Löwer


Adaptive Situated and Reliable Prediction of Object Trajectories
Navreet S. Thind, Daniel A. Ameyaw, and Dirk Söffker

Chemical and Process Industry


Major Accidents and Risk Prevention Policies in the Chemical and Petrochemical Industry in France: Paving the Way Towards an Assessment Framework
Scarlett Tannous, Myriam Merad, and Jan Hayes


Seveso Inspections on Process Industry During the Pandemic: Reorganization Measures and Management Continuity
Romualdo Marrazzo and Fabrizio Vazzana


High-Pressure Jet and Cylindrical Obstacles in Series: A CFD Study
Giovanni Romano, Paolo Tombini, Fabio Ferrario, Anna Mormile, and Valentina Busini


Process Risk Prioritization of Metalorganic Chemical Vapor Deposition Device
Xuan Liu, Huixing Meng, Weizhen Yao Xianglin Liu, and Chao Zhang

Community resilience & social vulnerability


A Glimpse of Sustainability Culture? Reflecting the Concept of Sustainability in Society's Resilience
Christine Große


Taking Public Concerns into Account as a Risk Management Criterion. A Case Study
Christian Foussard, Wim Van Wassenhove, and Cédric Denis-Rémis


The Relevance of Resilience Engineering and Community Resilience for Future Maritime Transport Systems
Trine Marie Stene and Trond Kongsvik


Implementing Societal Values as Drivers for Performance Indicators to Improve Resilience Analysis of Critical Infrastructure
Ingo Schönwandt, Jens Kahlen, and Daniel Lichte

Crisis Management


A Probabilistic Approach to Dynamic Risk Scenario Identification
Moritz Schneider, Oscar Hernán Ramírez-Agudelo, Lukas Halekotte and Daniel Lichte


Enabling and Impeding Factors for Organizational Adaptive Capacity -- A Review of the Literature
Henrik Hassel and Alexander Cedergren


A Study on Finding an Optimal Response Strategy Considering Infrastructures in an Agent-based Radiological Emergency model using a Deep Q-network
Gibeom Kim and Gyunyoung Heo


Methodology to Support Municipalities in the Crisis Management of Levee Failure
Constance Péronneau, Noémie Fréalle, Florian Tena-Chollet, Sophie Sauvagnargues, Bertrand Marion, and Vincent Boudières

Critical Infrastructures


Risk Management Plan for Metro Station Reconstruction
Lenka Strelbová, Dana Procházková, and Petr Srytr


Risk Management of Selected Elements of Critical Transport Infrastructure
Jan Prochazka and Dana Prochazkova


Combinatorial Optimization of Empirical Heuristics for Water Distribution Networks Restoration
Shunichi Tada, Kengo Hayashida, Taro Kanno, Yuji Kawase, and Kazuo Furuta


Vulnerability Analysis of Interdependent Energy Infrastructures with Centralized and Decentralized Operator Models
Andrea Bellè, Zhiguo Zeng, and Anne Barros

Cyber Physical Systems


Social Robots in Public Space: Use Case Development
Hanne Kristine Rødsethol and Yonas Zewdu Ayele


Characterizing Behavioral Modeling in Systems and Safety Model-Based Engineerings and their Overlap for Consistency Checking
Stephen Creff and Michel Batteux


Using Risk Analysis for Anomaly Detection for Enhanced Reliability of Unmanned Autonomous Systems
Rialda Spahic, Vidar Hepsø, and Mary Ann Lundteigen


The World of AI Algorithms: Challenges for Uncertainty Communication
Sanja Mrksi\'c Kovacevi\'c and Frederic Bouder


Enhanced Power and Communication Modeling in Cyber-Physical Distribution Grids for Resilience-based Optimization
Youba Nait Belaid, Anne Barros, Yiping Fang, Zhiguo Zeng, Anthony Legendre, and Patrick Coudray


Digital Security in the Norwegian Power Systems' Supply Chains
Sina Rebekka Moen, Sigrid Haug Selnes, Janne M. Hagen, and Ove Njå



Cybersecurity Design for Railway Products
Jan Prochazka, Petr Novobilsky, Dana Prochazkova, and Svatoslav Valousek


Illustration of Cybersecurity and Safety Co-Engineering using EBIOS RM and IEC 61508
Pierre-Marie Bajan, Martin Boyer, Anouk Dubois, Jérôme Letailleur, Kevin Mantissa, Yohann Petiot, Jeremy Sobieraj and Mohamed Tlig


The Effect of Regulation and Audits on Implementation of Cybersecurity Controls in Norwegian Grid Companies
Jon-Martin Storm, Janne Hagen, and Sigrid Haug Selnes


A New Way to Generate Automatically the Attacks Scenarios and Combine them with Safety Risks
Tamara Oueidat, Jean-Marie Flaus, and François Massé

Functional Resonance Analysis Method


Techno-Economic Analysis for Decarbonising of Container Vessels
Mei Ling Fam, Zhi Yung Tay, and Dimitrios Konovessis


Optimizing Multiple Reinsurance Contracts
Arne Bang Huseby


Optimal Reinsurance Contracts under Conditional Value-at-Risk
Kristina Rognlien Dahl, Arne Bang Huseby, and Marius Helvig Havgar


Dynamic Decision-Making: an Application in the Oil and Gas Industry
Joaquim Rocha dos Santos, Danilo Taverna Martins Pereira de Abreu, and Marcelo Ramos Martins


Applying FRAM to Emergency Management Capability Assessment in the Context of Interdependent CI Systems
Mariachiara Piraina, Paolo Trucco, and Federico Sciuto


A Safety-II Approach for Safety Management During Conducting a Chemical-Related Experiment in a Laboratory
Cui Huanhuan, Zhang Renyou, Chen Zikai, Cong Ran, Wang Cheng, and Nuerlanhan Bayan


Application of Functional Resonance Analysis Method to Identify Variabilities in the Maintenance Process of Rotary-Wing Aircraft Engines
Jefferson Santos de Oliveira, Marcelo Vitor José Alves, Leandro Sette Linhares de Azevedo, Moacyr Machado Cardoso Junior, and Ligia Maria Soto Urbina


Using the Functional Resonance Analysis Method for Modelling Social Interactions in Socio-Technical Systems: An Exploratory Study
Vinícius Bigogno-Costa, Moacyr Machado Cardoso, Tarcísio Abreu Saurin and Tor Olav Grøtan

Healthcare and Medical Industry


Quantitative Assessment of the Benefit-Risk Ratio in the Design of a Medical Device
Roberto Filippini


Improving Quality and Safety by Independent, External Investigation? The Norwegian Healthcare Investigation Board Framework
Sina Furnes Øyri and Siv Hilde Berg


Assessing Risk Awareness with Hospital Information Systems
Margarida Martins, João Barata, and Noel Carroll


Designing of the Medical Data Management System with Reliable Microservice Architecture
Jozef Kostolny, Miroslav Kvassay, and Matus Troksiar

Human Factors and Human Reliability


Probabilistic Risk Analysis of Human Failure on Fluid Penetrant Inspection via CAPEMO Causal Model
André Luis G. Andriolo, José Cristiano Pereira, Alexandre Sheremetieff, and Fábio Esperança


The use of the Kirkpatrick Assessment Method to Reduce the Risk of Failure of Technical Training Targeting at Improving Its Effectiveness and the Quality of Marine Equipment Maintenance Processes -- A Case Study on AHTS Vessels
Namir Furtado Vieira Junior, José Cristiano Pereira, and Alexandre Magno Ferreira de Paula


Screening Method of Eye Movement Parameters for Unsafe Behavior of Drilling Operators
Chuangang Chen, Jinqiu Hu, and Huizhou Liu


Concepts For Operating Multiple Petroleum Facilities From a Single Control Centre
Lars Hurlen, Maren Eitrheim, Grete Rindahl, and Vidar Hepsø


Development of a Method for Assessing the Reliability of Emergency Response Organizations in Korean Nuclear Power Plants
Jaehyun Kim and Jonghyun Kim


Design of, and Learning from Simulator-based Contingency Training in Aquaculture
Caroline Kristensen, Siri Mariane Holen, Gunnar Lamvik, Eivind H. Okstad, and Ranveig Kviseth Tinmannsvik


Advanced Situation Awareness, Human Vigilance, and Sensitivity in Complex and Dynamic Industrial Systems: Perspectives Towards Enhancing Systems Resilience Under Digitalization Contexts
Mohammad Bakhshandeh and Jayantha P. Liyanage


Modelling Variations in Newborn Life Support Procedure Using Colored Petri Nets
Alfian Tan, Rasa Remenyte-Prescott, Michel Valstar, and Don Sharkey


Comparing the Effect of Task Complexities on the Occurrence of EOOs and EOCs in an Analog and Digital Environment
Jinkyun Park, Inseok Jang, and Yochan Kim


Supervising Autonomous Ships -- A Simulator Study with Navigators and Vessel Traffic Supervisors
Alf Ove Braseth, Magnhild Kaarstad, Jon Bernhard H°stmark, and Gudbrand Strommen


Context Awareness for Uncertainty Reduction in PSA and HRA
Gueorgui Petkov


A Data Driven Approach to Elicit Causal Links between Performance Shaping Factors and Human Failure Events
Karl Johnson, Caroline Morais, Lesley Walls, and Edoardo Patelli


Human Reliability Study in Manual Clamping of Turning Workpieces
Jennifer Brade, Adrian Albero Rojas, Max Engelmann, Franziska Klimant, Joachim Regel, and Martin Dix


Human Operator Reliability as a Support for the Safety Assurance of Autonomous Railway Systems: A Look at Organizational and Human Factors
Philippe Richard, Christopher Paglia, Abderraouf Boussif, and Quentin Gadmer


Investigation and Evaluation of Marine Accidents in Terms of Grounding and Contacts/Collisions in the English Channel Utilising the HFACS-PV Approach
Sean Loughney, Kenneth Ngwoke, Jin Wang, Serdar Yildiz, and Özkan Ugurlu


Medium-Sized City Pedestrian Evacuation in a Flood Context: Simulation using an Agent Based Model
Cyril Orengo, Florian Tena-Chollet, and Sophie Sauvagnargues


Estimation of Human Error Probability Considering Difference between Data Subsets
Sun Yeong Choi and Yochan Kim


Updating HRA for Digital Environments
Mary Presley, Jeffrey A. Julius, Andrew Wright, Katherine Gunter, and Erin Collins

Hydrogen Technologies


Applicability of Risk-based Inspection Methodology to Hydrogen Technologies: A Preliminary Review of the Existing Standards
Alessandro Campari, Maryam Alikhani Darabi, Federico Ustolin, Antonio Alvaro, and Nicola Paltrinieri


Evaluating the Risks of using Magnesium Hydride for Zero Emission Mobility
Bjørn Axel Gran, Kjell Løvold, and Stefano Deledda


Systems Thinking as a Basis for Regulating Hydrogen Safety in Society
Brynhild Stavland and Ove Njå


Hazard Identification for Gaseous Hydrogen in Storage, Transportation, and Use
Shenae Lee, Maria Vatshaug Ottermo, Knut Vaagsaether, Henning Henriksen, Odd-Arne Lorentsen, Solfrid Håbrekke, Stig Johnsen, and Nicola Paltrinieri

Maintenance Modeling and Applications


Reliability Centered Maintenance -- Quantitative (RCM-Q) Applied to Hydropower Plants: Analysis from the Zero-Base Transition to the Quantitative Process
Marjorie Maria Bellinello, Marcelo Rodrigues, Emerson Rigoni, Carlos Henrique Mariano, Raphael Augusto de Souza Benedito, Paulo Sérgio Walenia, Yago Lafourcade Baracy, Gilberto Francisco Martha de Souza, and Gisele Maria de Oliveira Salles


Simulation of a Multi-system Scenario Comparing Non-derating Versus Reliability-Adaptive Systems
Larissa Perlitz and Uwe Kay Rakowsky


New approach to Predict Warranty Costs using a New Bivariate Reliability Prediction Model
Abderrahim Krini and Josef Börcsök


An Adaptive Hybrid Maintenance Policy for a Gamma Deteriorating Unit in The Presence of Random Effect
Nicola Esposito, Bruno Castanier, and Massimiliano Giorgio


A Prescriptive Maintenance Policy for a Gamma Deteriorating Unit
Nicola Esposito, Bruno Castanier, and Massimiliano Giorgiov


Functional Modeling and Reasoning for Reliability Centered Maintenance
Mengchu Song and Morten Lind


Jam Detection in Waste Sorting Conveyor Belt based on k-Nearest Neighbors
Calliane You, Olivier Adrot, and Jean-Marie Flaus


Impact of Imperfect Monitoring on the Optimal Condition-Based Maintenance Policy of a Single-Item System
Matthieu Roux, Yi-Ping Fang, and Anne Barros


A Survey of Multi-Component Maintenance Optimization Subject to Condition-Based Maintenance
Abu MD Ariful Islam and Jørn Vatn

Maritime and Offshore Technology


A System-Theoretic Approach to Hazard Identification of Operation with Multiple Autonomous Marine Systems (AMS)
Ruochen Yang, Jens Einar Bremnes, and Ingrid Bouwer Utne


Proposal of Reduction of Emissions of Marine Shipment
Ladislav Mysak, Dana Prochazkova, Vaclav Dostal, and Jan Prochazka


Probabilistic Model Estimating the Expected Maximum Roll Angle for a Vessel in the Turn
Jakub Montewka, Przemysaw Krata, Tomasz Hinz, Mateusz Gil, and Krzysztof Wróbel


Towards a Risk Maturity Model for the Maritime Authorities: A Literature Review on Recent Approaches in Different Industrial Sectors
Valtteri Laine, Osiris Valdez Banda, and Floris Goerlandt


Fault Tree Analysis of a Deepwater Christmas Tree System Focusing on Leakages and Stopping of Production
Fernanda M. de Moura, Adriana M. Schleder, Marcelo R. Martins, Leonardo O. de Barros, and Rene Thiago C. Orlowski


Methodology to Define the Probability of Detection of Non-destructive Techniques in an Offshore Environment
João Pedro B. Cuba, Marcelo R. Martins, Adriana M. Schleder, Leonardo O. de Barros, and Rene Thiago C. Orlowski


Effect of Potential Autonomous Short-sea Shipping in the Adriatic Sea on the Maritime Transportation Safety
Ivana Jovanovi\'c, Nikola Vladimir, Maja Perci\'c, and Marija Korican


A Web Interface for Oil Spill Detection in Images via Feature Extraction and Machine Learning
Ana Cláudia Souza Vidal de Negreiros, Isis Didier Lins, Caio Souto Maior, and Márcio das Chagas Moura


Computer Vision for Remote Inspection
Geir Hamre and Yanzhi Chen


Simulation Based Model for the Evaluation of the Design Impact Force from Ship Collision on Bridge Piers
Simona Miraglia, Nicolas Preben Kraunsøe Frandsen, Christian Mathias Faber, Toke Koldborg Jensen, and Søren Randrup-Thomsen


Collision Avoidance for Autonomous Ships (MASS): Making Assumptions About Other Ships Intended Routes
Thomas Porathe


Impact of the Ice Navigation Experience on the Determination of CPT for BN Model Focusing on Arctic Navigation
Sheng Xu, Ekaterina Kim, and Stein Haugen


In the Aftermath of the Viking Sky Incident: Cruise Ship Safety in Norway and Potential Risk Reduction Measures
Ingrid Bouwer Utne and Arve Dimmen


Safety and Reliability as Part of Sustainability in Ocean-Based Industries
E. Leirvåg, T. Sivalingam, S. Haugen, T. S. Johansen, and P. Meyer


What Affects the Risk of Recreational Craft Users? -- A Literature Review
Christoph A. Thieme, Pål Brennhovd, Randi Linløkken, Sverre Flatebø, and Tove Aasland Torgersen


Component Criticality Rating of a Subsea Manifold using FMECA
Andressa S. Nicolau, Maximiano C. Martins, Paulo Fernando F. Frutuoso e Melo, Adriana M. Schleder, Marcelo R. Martins, Leonardo O. De Barros, and Rene Thiago C. Orlowski

Mathematical Methods in Reliability and Safety


An Application of Semi-Supervised Learning to Sparsely Labelled Data
Dominik Brüggemann, Marcin Hinz, and Stefan Bracke


The Application of the K-means Algorithm for the Unsupervised Analysis of Surface Topographies
Marcin Hinz, Doha Meslem, and Stefan Bracke


Analysis of Adverse Events Related to the Use of Drones in Material Handling at a Chemical Manufacturer Site
Agnieszka A. Tubis and Arkadiusz M. \.Zurek


Gamma Process Based Value of Information Analysis: An Exposition
X.-X. Yuan and Mahesh D. Pandey


On the Influence of Market-Specific Sales Volumes and Load Spectra of Different Applications on Operational Reliability with Confidence Interval
Peter Zeiler


A Self-Adapting Reconfiguration Process for The Failure Management of Highly Automated Vehicles
Timo Frederik Horeis, Johannes Heinrich, and Fabian Plinke


Comparison of Quantitative Evaluations by FTA-Type Analytical Approach and MBSA-Type Simulation Approach by Petri Nets
Thibault Montigaud, Frédéric Deschamps, Bastien Malbert, and Géraldine Paillart


Review on Python Toolboxes for Kriging Surrogate Modelling
Alessio Faraci, Pierre Beaurepaire, and Nicolas Gayton


Comparative Study on Multivariate Trend Analysis by the Example of Traction Batteries in the Usage Phase
Alicia Puls and Stefan Bracke

Natural Hazards


Risk Management in Natural Gas Pipelines: A Hybrid Approach for Optimum Portfolio Selection
Ramon Swell Gomes Rodrigues Casado, Marcelo Hazin Alencar, and Adiel Teixeira de Almeida


A Multidimensional Assessment Framework for NATECH Events Related to Hydrological Disasters in Natural Gas Pipelines
Francisco Filipe Cunha Lima Viana, Lucas Borges Leal da Silva Marcelo Hazin Alencar and Adiel Teixeira de Almeida


Flood Risk Identification and Analysis for Pressure Equipment
Antonino Muratore, Giuseppe Giannelli, Vincenzo Nastasi, Giuseppe Sferruzza, Giovanni Grillone and Corrado Delle Site


Resilience of Healthcare Systems in Natural Disaster -- A case Study in Henan Rainstorm
Yixin Zhao, Xiuzhu Gu, and Yiliu Liu


The importance of the Safety Management System in the Prevention of NATECH Risks on the Italian Territory
Romualdo Marrazzo and Fabrizio Vazzana


Windy Smart Grid: Forecasting the Impact of Storms on the Power System
William Lair, Grégory Michel, François Meyer, Marc Chapert, and Hélène Decroix

Nuclear Industry


Risk Management Plan for Steam Generator Maintenance at Nuclear Power Plan
Karel Vidlak and Dana Prochazkova


Reliability of Molten Salt Static Corrosion Tests
Michal Cihlár, Dana Procházková, Pavel Zácha, Jan Prehradný, Václav Dostál, and Martin Marecek


Risk Management Plan for Long-term Power Blackout for Temelin Nuclear Power Plant
Jan Jirousek and Dana Prochazkova


Probabilistic Safety Assessments for SMRs: Unique Considerations and Challenges
Shahen Poghosyan and Dennis Henneke


Application of the Structured Safety Argumentation Approach Guidance on the Halden Safety Fan
Xueli Gao and Peter Karpati


Visualizing Key Features of Nuclear Power Plants in Abnormal Situation
Ji Hyeon Shin, Jae Min Kim, and Seung Jun Lee


Independently Verifiable Evidence for Safety Assurance -- A Survey Analysis
Yonas Zewdu Ayele and Coralie Esnoul


Microreactors: Challenges and Opportunities as Perceived by Nuclear Operating Personnel
Magnhild Kaarstad and Robert McDonald


Recent Risk Analysis of External Hazards Impact on Czech NPPs Operation
Jaroslav Holý, Stanislav Hus'ák, Roman Aldorf, Ladislav Kolár, Jan Kubícek, and Milan Jaros


A Study of Emergency Planning Zone Determination for a Korean SMR Considering US and IAEA Criteria
Kilyoo Kim, Sangbaik Kim, Seokjung Han, and Omar Natto


Exploring Site Risk for a Multi Unit SMR Site
Robbie Houldey, Lavinia Raganelli, Garth Rowlands, and John May


A Brief Survey of the Impact of Flora/Fauna on Nuclear Power Plants
John David Hanna


Development of a Fire PSA Program for Korean Nuclear Power Plants
Dae Il Kang and Yong Hun Jung


Methodology for Risk Assessment of Blackout on Maritime Nuclear Power Plants
Gabe Cesar A. and Souza Gilberto F. M.


A Framework of Safety Margin Simulation for Optimized Emergency Operation in Nuclear Power Plants
Jung Sung Kang and Seung Jun Lee


Benchmark Exercise on Nuclear Safety Engineering Practices
Essi Immonen, Joonas Linnosmaa, Atte Helminen, and Jarmo Alanen


A Monte Carlo Uncertainty Propagation on the Accident Rate of a Plant Equipped with a Single Protection Channel Considering Truncated Probability Distributions
E. P. M. Araújo, M. C. Martins, D. G. Teixeira, and P. F. Frutuoso e Melo


Failure Modes Analysis of the Electrical Power Supply for the GEMINI+ High Temperature Gas-Cooled Reactor
Mina Torabi and Karol Kowal


Study of the Impact of Obsolescence on the Reliability of Nuclear Power Plant Safety Equipment
Isabel Martón, Ana I. Sánchez, Sara Asensio, Victoria Caro, José Felipe Villanueva, Sofia Carlos, and Sebastián Martorell


Comparison between Non-Parametric and Parametric Tolerance Intervals. Application to the Uncertainty Analysis of a LBLOCA
Ana I. Sánchez, José Felipe Villanueva, Sebastián Martorell, Sofia Carlos, and Isabel Martón


Study of the Cooling Conditions through the Secondary of a Steam Generator using a Mobile Pump in an Extended SBO
Joé Ordóñez, Jose Felipe Villanueva, Sofía Carlos, Sebastián Martorell, Isabel Martón, Ana Sánchez, Rafael Mendizábal, and Javier Ramón


Challenges in Evidence Evaluation and Decision-Making Regarding D I\&C Systems in Safety Demonstration in the Nuclear Industry
Coralie Esnoul, Yonas Zewdu Ayele, and Rune Fredriksen

Occupational Safety


Improving the Reliability of Visual Inspections Conducted by Fire and Rescue Services During Pre-Incident Planning Visits
Victor Hrymak


Psychological Safety in Crisis Preparedness and Management Training Context
Gunhild Birgitte Sætren, Hege Christin Stenhammer, June Borge Doornich, Jan-Oddvar Sørnes, and Mina Saghafian


An Innovative Protocol to Assist Operators in the Safe use of Construction Machines
Laura Tomassini, Luciano Di Donato, Marco Pirozzi, Cristiano Costa, Elisabetta d'Alessandri, Alessandra Ferraro, and Daniela Freda


Status of ISO 45001:2018 Implementation in Seaports: A Case Study
Isaac Animah and Mahmood Shafiee


Assessment of Knowledge, Attitudes and Practices on Safe Disposal of Pharmaceutical Waste Among Pharmacy, Medical and Dental Interns at Windhoek and Katutura Central Hospitals in Namibia (2018 to 2019): A Quantitative Study
Martha Chadyiwa, Stanslaus Madende, and Shinga Alifina Feresu

Oil and Gas Industry


Ontology Model Construction of Long-Distance Oil and Gas Pipeline Emergency Case
Yiyue Chen, Laibin Zhang, Jinqiu Hu, Xiaowen Fan, and Mingyuan Wu


Reliability Estimation of an LNG Bunkering Operation Supply. The BURI
Antonio Miranda, Sebastián Martorell, Isabel Martón, and Ana Isabel Sánchez


Changes in Framework Conditions in the Norwegian Petroleum Industry: What Are Their Relations to Safety?
Trond Kongsvik and Hanne Finnestrand


Hydrocarbons Storage Tanks: Technical Evaluations Related to Major Accident Safety
Fausta Delli Quadri and Genève Farabegoli


Aspects of NaTech Risk Assessment for the Underground Storage of Natural Gas
Simonetta Campana, Romualdo Marrazzo, Cosetta Mazzini, and Liliana Panei

Organizational Factors and Safety Culture


Learning From Fire Incidents -- Analysis of a devastating fire in a building with municipal housing in Norway
Edvard Aamodt, Anne Steen-Hansen, and Ole Anders Holmvaag


Enabling Safety Training: Facilitating Learning in Post-Simulation Debriefing of Maritime Officers
Aud M. Wahl and Anniken Solem


Probing Elements of Safety Culture in Engineering Students: Exploratory Analysis and Preliminary Results
Rachael Thompson Panik, AICP, Hamidreza Nazemi, Joseph Homer Saleh, Brian Fitzpatrick, and Patricia L. Mokhtarian


Validation Methodology for Assessment of New ENavServices
Dag Atle Nesheim, Marius Imset, and Kay Endre Fjørtoft


Do Different Ways of Organizing Outage Work have Implications for Situation Awareness? Empirical Insights from a Case Study
Kine Reegård, Espen Nystad, and Robert McDonald


Improving Learning by Adding the Perspective of Success to Event Investigations
Elizabeth Solberg and Rossella Bisio

Prognostics and System Health Management


A Load Allocation Strategy for Stochastically Deteriorating Multi-Stack PEM Fuel Cells
Jian Zuo, Catherine Cadet, Zhongliang Li, Christophe Bérenguer, and Rachid Outbib


Usage Data Analysis of Lithium-Ion Batteries as a Base for the Prediction of the Product Reliability in a Specific Second Life Application
Lea Hannah Guenther, Pit Fiur, and Stefan Bracke


Failure Mode and Observability Analysis (FMOA): An FMEA-based Method to Support Fault Detection and Diagnosis
Renan Favarão da Silva, Arthur Henrique de Andrade Melani, Miguel Angelo de Carvalho Michalski, and Gilberto Francisco Martha de Souza


Remaining Useful Life Estimation Based on an Adaptive Approach of Autoregressive Integrated Moving Average (ARIMA)
Miguel Angelo de Carvalho Michalski, Arthur Henrique de Andrade Melani, Renan Favarão da Silva, and Gilberto Francisco Martha de Souza


Data Driven Fault Detection in Hydroelectric Power Plants based on Deep Neural Networks
Tiago Gaspar da Rosa, Arthur Henrique de Andrade Melani, Fabio Norikazu Kashiwagi, Miguel Angelo de Carvalho Michalski, Gilberto Francisco Martha de Souza, Gisele Maria de Oliveira Salles, and Emerson Rigoni


Erosion State Estimation for Subsea Choke Valves Considering Valve Openings
Xingheng Liu and Jørn Vatn


Performance Evaluation of Neural Network Architectures on Time Series Condition Data for Remaining Useful Life Prognosis Under Defined Operating Conditions
Fabian Mauthe, Marcel Braig, and Peter Zeiler


Atmospheric Corrosion Prognostics Using a Particle Filter
Luc S. Keizers, Richard Loendersloot, and Tiedo Tinga


A Deep Learning Approach for Control Chart Patterns (CCPs) Prediction
Tuan Le, Hai-Canh Vu, Nassim Boudaoud, Zohra Cherfi-Boulanger, Amelie Ponchet Durupt, and Ho-Si-Hung Nguyen


Methodology for Accelerated Tests of Electronic Elements Based on Multifactor Stress
Zdenek Vintr and Anh Dung Hoang


Rapid Damage Assessment and Monitoring of Bridge Recovery After a Mediterranean Hurricane
Marianna Loli, John Manousakis, Stergios A. Mitoulis, and Dimitrios Zekkos


Deep Gaussian Mixture Model -- A Novelty Detection Method for Time Series
Stefan Brunner, Carmen Mei-Ling Frischknecht-Gruber, Monika Reif, and Christoph Walter Senn


Deterioration Modeling of Sewer Pipes via Discrete-Time Markov Chains: A Large-Scale Case Study in the Netherlands
Lisandro A. Jimenez-Roa, Tom Heskes, Tiedo Tinga, Hajo J. A. Molegraaf, and Mariëlle Stoelinga


A Learning Approach for Remaining Useful Lifetime Prognosis of Stochastically Deteriorating Feedback Control Systems
Yufei Gong, Khac Tuan Huynh, Yves Langeron, and Antoine Grall


Further Analysis of a Circular Metal Sawing Process
Dominik Brüggemann, Christoph Rosebrock, and Stefan Bracke


Fault Diagnosis of Power Transformers Based on Machine Learning Approaches
Hadis Hesabi, Thierry Jung, Mustapha Nourelfath, and Sofiane Achiche


Monitoring and Analysis of Electric Motor Amperage Towards Detection of Future Motor Failures
Konstantinos Chairetakis, Sarantis Kotsilitis, and Effie Marcoulaki


Monitoring Degradation of Insulated Gate Bipolar Transistors in Induction Cooktops by Artificial Neural Networks
Chenyang Lai, Piero Baraldi, Ibrahim Ahmed, Enrico Zio, Alejandro Del Cueto, Javier Gil, and Sergio Llorente


An Unsupervised Method for Anomaly Detection in Multi-Stage Production Systems Based on LSTM Autoencoders
Fatemeh Hosseinpour, Ibrahim Ahmed, Piero Baraldi, Mehdi Behzad, Enrico Zio, and Horst Lewitschnig


Analysis of Time Series Imaging Approaches for the Application of Fault Classification of Marine Systems
Christian Velasco-Gallego and Iraklis Lazakis


Solar PV Panel Degradation Modeling and Maintenance Planning
Yaxin Shen, Mitra Fouladirad, and Antoine Grall


Performance Analysis for a Degrading System with Markov Model
Aibo Zhang, Zhiying Wu, Yukun Wang, and Min Xie


Asset Management Modelling Approach Integrating Structural Health Monitoring Data for Composite Components of Wind Turbine Blades
Wen Wu, Ali Saleh, Rasa Remenyte-Prescott, Darren Prescott, Manuel Chiachio Ruano, and Dimitrios Chronopoulos

Resilience Engineering: quantitative modeling


Data-driven Model Generation Process for Thermal Monitoring of Wind Farm Main Components through Residual Indicators Analysis
Théodore Raymond, Alexis Lebranchu, Christophe Bérenguer, and Sylvie Charbonnier


Assessment of Satisfactory Recovery Level after Disaster using Probabilistic Modeling of Residents' Behavior: Case of Residential Electricity Demand
Lubashevskiy Vasily


Integration Between Data-Driven Process Simulation Models and Resilience Analysis to Improve Environmental Risk Management in the Waste-to-Energy Industry
Nicola Tamascelli, Alessandro Dal Pozzo, Yiliu Liu, Valerio Cozzani, and Nicola Paltrinieri


Towards the Prediction of Resilience: An Equation-based Resilience Representation
Tobias Demmer, Jens Kahlen, Daniel Lichte, and Kai-Dietrich Wolf

Risk Assessment


Risk Analysis in Purified Water Projects Using the Analytical Hierarchy Process and Decision Tree -- A Case Study
J. C. Pereira and F. Almeida


Development of an Evaluation and Decision Support Method for Food Safety Management along the Supply Chain
Maria Alejandra Restrepo Mejia, Gianfranco Camuncoli, Salvina Murè, Eleonora Pilone, Shuo Yang, and Micaela Demichela


Analyzing Hazards in Process Systems Using Multilevel Flow Modelling: Challenges and Opportunities
Ruixue Li, Jing Wu, Ole Ravn, and Xinxin Zhang


Rapid Fuzzy Logic Flood Risk Assessment for the Archival Heritage
Gabriele Baldissone, Micaela Demichela, Antonello Barresi, Davide Fissore, and Francesca Bosco

Risk Management


An Integrated Framework for Incorporating Climate Risk into Urban Land-Use Change Modeling
Nazli Yonca Aydin, Supriya Krishnan, Hongxuan Yu, and Tina Comes


Territorial Representation of a Vulnerability Associated with the Seveso Installations in a Nord Italian Case Study
David Javier Castro Rodriguez, Simone Beltramino, Mattia Scalas, Eleonora Pilone, and Micaela Demichela


What Are the Core Principles of Risk Management?
Terje Aven, Azadeh Seif, and Konstantina Karatzoudi


The Development of a Holistic IT Platform for Major Risk Assessment and Management: The MIRA Tool
Emmanuel Plot, Maria Chiara Leva, Ludovic Moulin, Vassishtasaï Ramany B.P., Philippe Decamps, and Frederic Baudequin


Adoption Level of Near-Miss Management Systems in the Industrial Sector: An Exploratory Survey
Maria Grazia Gnoni, Fabiana Tornese, Diego de Merich, Armando Guglielmi, Mauro Pellicci, Guido Micheli, and Gaia Vitrano


Outline of a Risk Management Framework for Future Transport Systems
Surbhi Bansal, Surbhi Bansal, Roger Flage, Henrik Bjelland, Anders Jensen, and Willy Røed


The Relevance of Good Practices to Improve Disaster Risk Management in Multi-Hazard Risk Scenarios in the Field of Civil Protection
Boris Petrenj, Francesca Capone, Claudia Morsut, Daniela Di Bucci, and Maria Polese


Public Administration, Reliability and Innovation -- Learnings From a Municipal Pandemic Management Case Study
Haavik Torgeir Kolstø, Antonsen Stian, Gjøsund Gudveig, and Aasen Tone Merethe


Risk and Uncertainty in the COVID-19 Pandemic -- An Empirical Contribution to Risk Science
Stian Antonsen, Torgeir Haavik, and Gudveig Gjøsund


On the Use and Value of Risk Assessment for Strengthening the Response to the Covid-19 Pandemic
Alexander Cedergren and Henrik Hassel



An Analytic Approach to Analyze a Defense-in-Depth (DiD) Effect as proposed in IT Security Assessment
Thomas Termin, Daniel Lichte, and Kai-Dietrich Wolf


An Approach to the Consideration of Uncertainties in Cost-Benefit Optimal Design of Physical Security Systems
Dustin Witte, Daniel Lichte, and Kai-Dietrich Wolf


Development of Equipment Fragility Models to Support the Security Management of Process Installations
G. Marroni, G. Landucci, F. Tamburini, A. Bartolucci, S. Kuipers, W. Broekema, and V. Casson Moreno


Study on the Risk Assessment of Terrorist Attacks at MICE Events and Countermeasures for Prevention
Tingting Luan, Hongru Li, Yanfan Zhou, and Li Tao


Dependency Graph Modularization for a Scalable Safety and Security Analysis
Rhea C. Rinaldo and Dieter Hutter

Smart Cities and Systems


Application of Collaborative Governance and Integrated Risk-Resilience-Based Policies to Improve the Risk Management of Smart City Lighthouse Projects
Konstantina Karatzoudi and Terje Aven


Smart Technologies for Integrated NaTech Risk Management in Major Hazard Industrial Plants
Alessandra Marino, Anna Carmela Lio, and Mariano Ciucci


Safety Risk Analysis of Train Obstacle Detection System Based on Bayesian Network
Weina Song, Fei Yan, and Peng Wang


Development of the Risks from the Design of the E-LAND Solution to the Implementation
Coralie Esnoul and Bjørn Axel Gran

Structural Reliability


First-Passage Reliability Analysis for High-Dimensional Nonlinear Systems via Physically Driven Globally-Evolving-Based Generalized Density Evolution Equation
Meng-Ze Lyu and Jian-Bing Chen


Probabilistic Approach for Concrete Structures Exposed to Combined Carbonation-chloride-induced Corrosion
P. Claude, F. Duprata, T. de Larrarda, J. Mai-Nhub, P. Rougeaub, L. Marraccic, and P. Guédon


Parametric Studies on Random Field Realisations of Glacial Soils using the Fast Fourier Transform
Samzu Agbaje, Edoardo Patelli, and Xue Zhang


Situated Risk Integration with 3D-BIM: Design and User Evaluation Insights
Morten Gustavsen, Lucas Stephane, Ole Jakob Ottestad, and Robert Ganz


New Two Phases Distribution model for Modelling of Failures Caused by a Change in Material Property
Franz-Georg Neupert and Stefan Bracke


Pitfalls of Zero Failure Testing for Reliability Demonstration
Martin Dazer, Alexander Grundler, Achim Benz, Marco Arndt and Philipp Mell

System Reliability


Performance Assessment of Redundancy Strategies of Systems Subject to External Shocks
Emefon Ekerette Dan and Yiliu Liu


A Fast Method for Enumerating all Minimal Cut-sets in a Network with Links and Nodes Failures
Jacek Malinowski


Maintenance of a Parallel System using the State-Dependent-Mean-Residual Time
Lucía Bautista, Inma T. Castro, and Reza Ahmadi


Exact and Asymptotic Results for the Availability of Connected (2,2)-out-of-($m,n$):F Lattice Systems
Jacek Malinowski and Christian Tanguy


Using Random Step-Stress Models to Analyze the Reliability of Systems with Hidden Failure of Control Subsystems: Cases of Tampered Hazard Rate Model and General Cumulative Exposure Model
Vincent Couallier


Probability Based Estimation of Reliability Indices in Power Systems
Nikola Veljanovski and Marko Cepin


Integrating Component Condition in Long-Term Power System Reliability Analysis
Håkon Toftaker and Iver Bakken Sperstad


A New Method for Multi-State System Reliability Analysis based on Uncertain Data and Its Application in the Medical Domain
Elena Zaitseva, Vitaly Levashenko, Jan Rabcan, and Miroslav Kvassay


Experimental Analysis of Decision Diagrams Used to Represent Structure Functions of Series-Parallel Multi-State Systems
Michal Mrena and Miroslav Kvassay


Availability Analysis of a Cargo Vessel as an Integrated Subset of Systems
Thomas Markopoulos and Agapios N. Platis


Operations Error Analysis of the Use of Electronic Chart Display and Information System (ECDIS)
J.R. Taylor and I. Kozine


Modelling the Dependability of an Offshore Desalination System Using the Universal Generating Function Technique
Panagiotis M. Psomas, Ioannis Dagkinis, Agapios N. Platis, and Vasilis P. Koutras


Reliability Model of an Automatically Switching Radon Exposimeter for System Design Evaluation
Thomas Gwosch, Julian Peters, Johanna Pehlivan, and Christian Naber

Special Session S01:
Advances in Well Engineering Reliability and Risk Management


Comparison of Hose and Arm Leak Frequencies
John Spouge


Methodology for Subsea Component Reliability Data Collection According to International References: Learnings and Challenges
Lima, E. N., Carvalho, L. A. P., Macedo, B. V. M., Mendes, R. F., Naegeli, G. S. T., and Colombo, D.


Effective Application of Design for Reliability in New Product Development
Pankaj Shrivastava and Desiderio Rodrigues


A Novel Approach to Well Barrier Survival Analysis using Machine Learning
Danilo Colombo, Gilson Brito Alves Lima, João Paulo Papa, Leandro Aparecido Passos, and Marcos Cleison Silva Santana


Proposal of a Test Protocol for Reliability Evaluation of O\&G Equipment
Eduardo Menezes, Rafael Azevedo, Caio Souto Maior, Márcio Moura, Isis Lins, Manoel Feliciano da Silva, and Marcos Vinicius Nóbrega


The use of Weibull-GRP Virtual Age Model for Addressing Degradation due to Demand Induced Stress in Reliability Analysis of On-demand Systems
Rafael Azevedo, Márcio Moura, Isis Lins, July Macêdo, Caio Maior, Manoel da Silva, and Marcos Nobrega


Analysis of Compromising Operational Conditions for Intelligent Completion using Digital Twin
Márcio Moura, Eduardo Menezes, Isis Lins, Manoel Feliciano da Silva, and Marcos Vinicius Nóbrega


Fatigue-Life Assessment under Random Loading Conditions using a Calibrated Numerical Model and Monte Carlo Samplings
Caio B. S. Maior, Eduardo Novaes, Márcio C. Moura, Isis D. Lins, Manoel F. da Silva, and Marcus V. C. Magalhães


Reliability-based Guidelines for Elaborating Technical Specifications of New Technologies
João Mateus Santana, Caio Souto Maior, Isis Lins, Márcio Moura, Rafael Azevedo, Eduardo Menezes, David Martins, Feliciano da Silva, and Marcus Vinicius Magalhães


PetroBayes: An Effortless Software to Perform Bayesian Reliability Estimation
João Mateus Santana, Beatriz Cunha, Diego Aichele, Rafael Azevedo, Márcio das Chagas Moura, Caio Maior, Isis Lins, Renato Mendes, Everton Lima, and Enrique Droguett


Using a Part Stress-Based Model to Assess the Coverage Factor of Partial Tests of Blowout Preventer for Test Scheduling Optimization
Luciano Machado de Almeida, Danilo Colombo, and Rodolfo Cardoso


Long Short-Term Memory ANNs for Fast Assessment of Injection Policies of Water-Flooding in Oil and Gas Reservoirs
Guido Di Federico, Ahmed Shokry, Enrico Zio, Giorgio Fighera, and Emanuele Vignati

Special Session S02:
AI and Machine Learning for Reliability Analysis and Operational Reliability Monitoring of Large-scale Systems


Multi-Agent Maintenance Scheduling of Generation Unit in Electricity Market Using Safe Deep Reinforcement Learning Algorithm
Pegah Rokhforoz and Olga Fink


Using Artificial Intelligence Algorithms to Identify Factors of Methane Leaks from Gas Transmission Assets
Amel Belounnas, Florent Brissaud, and Elodie Rousset


Wavelet-based Noise Extraction for Anomaly Detection Applied to Safety-Critical Electronics at CERN
Felix Waldhauser, Hamza Boukabache, Daniel Perrin and Martin Dazer


Uncertainty Quantification Over Spectral Density Estimation for Strong Motion Process with Missing Data
Yu Chen, Edoardo Patelli, Ben Edwards, Michael Beer, and Jaleena Sunny


Structural Reliability Assessment of Offshore Wind Turbine Supports by Combining Adaptive Kriging and Artificial Neural Network
Chao Ren, Younes Aoues, Didier Lemosse, and Eduardo Souza de Cursi


Wrapper Selection of Features for Fault Diagnostics of Truss Structures
Mohammad N. Juybari, Piero Baraldi, Antonio Palermo, Ali Eftekhari Milani, Alessandro Marzani, and Enrico Zio


Contrastive Feature Learning for Railway Infrastructure Fault Diagnostic
Katharina Rombach, Gabriel Michau, Kajan Ratnasabapathy, Lucian-Stefan Ancu, Wilfried Bürzle, Stefan Koller, and Olga Fink

Special Session S03:
Transdisciplinary Infrastructure Asset Management for Sustainable and Resilient Infrastructure


Deciding How to Decide under Uncertainty: A methodology Map to Address Decision-making under Uncertainty
Amirreza Kandiri, Rui Teixeira, and Maria Nogal


Asset Management From Cradle to Grave in a Single Software: The use of ILIAS by Belgian Defence
Ariane Iradukunda, Pieter-Jan Zwaan, and Nicolas Boutet


Comparative Assessment of Models of Cascading Failures in Power Networks Under Seismic Hazard
Hugo Rosero-Velásquez, Juan Camilo Gómez-Zapata, and Daniel Straub


Simulation Supported Bayesian Network Approach for Performance Assessment of Infrastructure Systems
Mohsen Jafari Songhori, Claudia Fecarotti, and Geert-Jan van Houtum


Modeling and Evaluating the Impact of Natural Hazards on Communities and their Recovery
Neetesh Sharma, Armin Tabandeh, Paolo Gardoni and Colleen Murphy


Assessing the Quality of Comparative Studies in the Asset Management and Safety Domain -- Basics of Best Practices Conceptualization
Syed Taha, Ove Njå, and Jawad Raza

Special Session S04:
Statistical approaches and novel methodologies for Accelerated Life Testing & Degradation Testing


Risk Assessment in Ultrasonic Testing of Critical Parts via Bayesian Belief Networks and Analytic Hierarchy Process
Italo de Souza Oliveira, JosÚ Cristiano Pereira, Alexandre Magno Ferreira de Paula, and Luiza Carneiro Pizzi


Reliability Demonstration of the Entirety of Cells from a High-Voltage Battery Using Prior Knowledge of Degradation Simulations
Marcel Göldenboth, Alexander Grundler and Martin Dazer


Prediction of the Luminous Flux Degradation of Light Emitting Diodes with an Interval Regressions Model
Roberto Rocchetta, Zhuozhao Zhan, and Alessandro Di Bucchianico


Hyperspectral Imaging of Steel to Assess Corrosion Severity in a Remote Inspection Regime
Bahman Raeissi and Torbjørn Skramstad


A Simulation-based Bayesian Approach for Parameter Estimation with Model Misspecification Analysis using ALT Data
Mohamed Rabhi, Anis Ben Abdessalem, Laurent Saintis, and Laurent Saintis


Prediction of the Remaining Useful Life of MOSFETs Used in Automotive Inverters by an Ensemble of Neural Networks
Giovanni Floreale, Piero Baraldi, Enrico Zio, Carlo Cecati, Concettina Buccella, Stefano Galeazzi, Francesco Barcio, and Carlo Tieri

Special Session S05:
Exploring new trends in Machine Learning approaches


Scheduling Municipal Carbon Abatement Projects Under Uncertainty
Katherine Emma Lonergan, and Giovanni Sansavini


Data Extraction and Deep Learning Method for Predictive Maintenance in Vessel's Engine Room
Cédric Seguin, Yohann Rioual, Jean-Philippe Diguet, and Guy Gogniat


Adversarial Active Testing for Risk-Based AI Assurance
Fan Wu, Qian Wei, and Yanwei Fu


Safe Reduction of Conservatism by Combining Machine Learning and Physics-based Models
Simen Eldevik, Carla Ferreira, Christian Agrell, Sindre Olsen Skrede, Erling Katla, Marie Lindmark Sandøy, and Per Jørgen Dahl Svendsen


Safety of Autonomous Ships -- Uncertainty Quantification of Deep Neural Networks for Computer Vision
Christian Agrell and Erik Stensrud


Natural Language Processing of Aviation Occurrence Reports for Safety Management
Patrick Jonk, Vincent de Vries, Rombout Wever, Georgios Sidiropoulos, and Evangelos Kanoulas


Interpretable Prognostics and Health Management Through Counterfactual Generation
Joaquín Figueroa Barraza, Enrique López Droguett, and Marcelo Ramos Martins


Exploring Kernel Based Quantum Machine Learning for Prognosis and Health Management Applications
Gabriel San Martín Silva, and Enrique López Droguett


LSTM based Condition Monitoring of Fine Grinded Surfaces
Marcin Hinz, Jannis Pietruschka, and Stefan Bracke

Special Session S06:
Safety and Reliability in Road and Rail Transportation


A Markov-based Bridge Maintenance Optimization Model Considering User Costs
Tianqi Sun and Jørn Vatn


Evaluating Non-Functional Qualities in Railway by Applying the Quality Triage Method -- A Case Study
Eivind H. Okstad, Ola Løkberg, and Robert Bains


Measures for Tunnel Safety Management
Dana Prochazkova, Jan Prochazka, Jana Viktorie Martincova, and Tomas Kertis


Safe Circulation of Pedestrians and Cyclists at Roadworks
Isabelle Roche Cerasi, Trond Foss, Hampus Karlsson, and Dagfinn Moe


Change in Self-reported Cycling Habits, Safety Assessments, and Accident Experience in Norway over the Last Decade
An-Magritt Kummeneje and Isabelle Roche-Cerasi


Fatigue Risk Management: Current Practices and Challenges, Further Learning
Ishbel Macgregor-Curtin, Nora Balfe, and Maria Chiara Leva


Railway Safety Development in the Czech Republic, Recent Accidents and Lesson Learnt
Tomas Kertis, Dana Prochazkova, and Radek Rehak


Operational Design Domain or Operational Envelope: Seeking a Suitable Concept for Autonomous Railway Systems
Abhimanyu Tonk and Abderraouf Boussif


Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time
Chao He and Dirk Söffker


Statistical Model Checking for On-board Train Integrity Safety and Performance Analysis
Insaf Sassi, Mohamed Ghazel, and El-Miloudi El-Koursi


A Framework for Risk-Awareness and Dynamic Risk Assessment for Autonomous Trains
Mohammed Chelouati, Abderraouf Boussif, Julie Beugin, and El-Miloudi El Koursi


Semi-Automated Generated Bowtie Diagrams for Optimizing Safety Analysis in the Railway Infrastructure
Grethe Lillehammer, Morten Gustavsen, and Geert van Loopik


Toward Usable Formal Models for Safety and Performance Evaluation of ERTMS/ETCS Level 3: The PERFORMINGRAIL Project
Rim Saddem-Yagoubi, Muhammad Usman Sanwal, Simone Libutti, Massimo Benerecetti, Julie Beugin, Francesco Flammini, Mohamed Ghazel, Bob Janssen, Stefano Marrone, Fabio Mogavero, Roberto Nardone, Adriano Peron, Cristina Seceleanu, and Valeria Vittorini


SAFETY4RAILS Information System Platform Demonstration at Madrid Metro Simulation Exercise
Stephen Crabbe, Katharina Roß, Corinna Köpke, Katja Faist, Eduardo Villamor Medina, Uli Siebold, Eros Cazzato, Anett Mádi-Nátor, Eli Ben-Yizhak, Ido Peled, Alper Kanak, Niyazi Ugur, S.Halit Ergun, Salih Ergun, Marco Tiemann, Marie-Hélène Bonneau, Kaci Bourdache, Jari Savolainen, Stelios C. A. Thomopoulos, Christos Kyriakopoulos10,p, Konstantinos Panou, Antonio De Santiago Laporte, Emmanuel Matsika, Raphael David12,s, Emiliano Costa, Giulia Siino, Sujeeva Setunge, Mojtaba Mahmoodian15,u, Nader Naderpajouh, Davide Ottonello, Tatiana Silva, Alejandro Prada, Andreas Georgakopoulos, Eleni Giannopoulou, Michalis Mitrou, Vera Stavroulaki


Women's Perspective of Personal Safety on Public Transport in Ireland
Ajeni Ari, Joseph Mietkiewicz, Maria Chiara Leva, Lorraine D'Arcy, and Mary Kinahan

Special Session S07:
Risk, Security and Research in the Area of Customs and Border Control


Reforming the Customs Officer Education in Norway. Balancing Formal Education and Deep Knowledge
Christian Henrik Alexander Kuran


To What Extent is the ISPS Code Relevant for Mitigating Current and Future Security Threats Along the Norwegian coastline?
Lillian K. Stene and Richard Utne

Special Session S08:
Resilience-informed decision-making to improve complex infrastructure systems


Organizational Resilience Estimation: Application of Expert Judgment
Adel Mottahedi, Ali Nouri Qarahasanlou, and Abbas Barabadi


Intervention Grouping Strategy for Multi-component Interconnected Systems: A Scalable Optimization Approach
Omar Kammouh, Ahmadreza Marandi, and Claudia Fecarotti


A multi-fidelity Framework for Operational Adaptation of Engineering Systems
Rui Teixeira, Beatriz Martinez-Pastor, Maria Nogal, and Alan O'Connor


A Simulation-Based Methodology to Assess Resilience Enhancing Interventions for Transport Systems: A Retention Basin Example
Hossein Nasrazadani, Bryan Adey, Saviz Moghtadernejad, and Alice Alipour


A Safety-Based Resilience Quantification Framework for Safety Critical Systems
Santhosh T. V., Edoardo Patelli, and Gopika V.


Towards a New Seismic Short-Term Prediction Methodology for Critical Service Operators and Manufacturing Companies Against Earthquake
Vadim Bobrovskiy, Paolo Trucco, and Alexey Kaplin


Transportation Resilience Optimization at the Pre-event Stage by using an Integrated Computable General Equilibrium Model
Tingting Zhang, Chence Niu, Divya Jayakumar Nair, and Vinayak V. Dixit

Special Session S09:
Novel strategies for the safety assessment of dynamic and dependent systems


Situated and Personalized Monitoring of Human Operators During Complex Situations
Chao He, Abderahman Bejaoui, and Dirk Söffker


A Guided Tour of AltaRicaWizard, the AltaRica 3.0 Integrated Modeling Environment
Michel Batteux, Tatiana Prosvirnova, and Antoine Rauzy


A Road Map for Digital Transformation in Maintenance
Adolfo Crespo Márquez


Approaches to Utilize Digital Twins in Safety Demonstration and Verification of Automated and Autonomously Controlled Systems
Raffael Wallner and Mary Ann Lundteigen

Special Session S10:
Human-Robot collaboration: The New Scenario for a Safe Interaction


Risk Assessment of Collaborative Robotic Applications
Giovanni Luca Amicucci, Pera Fabio, and Ernesto Del Prete


Implications of Cybersecurity on Safety of New Machineries to Mitigate Human-Robot Collaboration Risks
Sara Anastasi, Marianna Madonna, Mario Di Nardo, Mauro Platania, and Luigi Monica


The Maintenance in Industry 4.0: Assistance and Implementation
Mario Di Nardo, Liberatina Carmela Santillo, Silvia Carra, Luigi Monica, Anastasi Sara, and Maryam Gallab


A Teaching Framework for Safety and Reliability of Robotic and Automation Systems
Jing Wu and Xinxin Zhang


Implementation of Computer Vision Using Intelligent Custom Object Detection to Improve Asset, Risk, and Safety Management Systems in Several Power Plant
Budi Hidayat, Muchamad Jati Nugroho, Egga Bahartyan, and Rifky Raymond


Security Implications of Social Robots in Public Space -- A Systematic Literature Review
Fabien Sechi and Yonas Zewdu Ayele


Machine Safety: A Decision-Making Framework for Establishing the Feasibility of the Collaborative Use
Silvia Carra, Luigi Monica, Giuseppe Vignali, Sara Anastasi, and Mario Di Nardo


Digital Twins and Collaborative Robotics: A SWOT-AHP Analysis to Assess Sustainable Applications
Giulio Paolo Agnusdei, Valerio Elia, Maria Grazia Gnoni, and Fabio Fruggiero


The Human-Robot Interaction in the Perspective of the New Regulation on Machinery Products
Marianna Madonna, Luigi Monica, and Sara Anastasi


Using Cognitive Work Analysis to Deploy Collaborative Digital Twins : Application to Predictive Maintenance
Naomi Kamoise, Clément Guérin, Mohammed Hamzaoui, and Nathalie Julien

Special Session S11:
Standardization in Risk Analysis and Safety


Current Status and Strategy for the Development of the Korean PSA Standard
Joon-Eon Yang


Design of Impact Tests for Polycarbonate Sheets and their Deterioration by Cooling Lubricants -- Part 1: Models and Limitations of Measurement
Heinrich Mödden and Nils Bergström


Analysis of the Effect of cutting Fluids on the Impact Resistance of Polycarbonate Sheets by Means of a Hypothesis Test
Eckart Uhlmann, Mitchel Polte, Nils Bergström, and Heinrich Mödden


Survey on the way of Practice for Safety Demonstration of DI\&C in Different Industries
Xueli Gao and Bjørn Axel Gran


Ejection Test Requirements for Parts of Machine Tools: Part 1 Standardization Opportunities to Improve the State of the Art
Luca Landi, Fabio Pera, Ernesto Del Prete, and Massimiliano Palmieri


Ejection Test Requirements for Parts of Machine Tools: Part 2 Testing Energy Equivalence Hypothesis and Weak Points of Vision Panels
Luca Landi, Fabio Pera, Giulia Morettini, Ernesto Del Prete, and Carlo Ratti


On the New Acceptance Criteria in NORSOK D-010 for Plug and Abandonment of Wells
Rune Vikane, Jon Tømmerås Selvik, and Eirik Bjorheim Abrahamsen


New Risk Concept and the Public Governance of the Norwegian Petroleum Industry. What Enables or Inhibits the Practical Enforcement and Refinement of the Concept?
Ole Andreas Engen, Marie Røyksund, Lisbet Fjæran, Marja Ylönen, and Jacob Kringen


Standardizing Uncertainty: A Document Analysis Searching for the Role of Standardization in Transforming Uncertainty-based Risk Concepts
Maja Joner Ognedal, Marius G. Vigen, Martin Inge Standal, Martin Rasmussen Skogstad, Kristine Vedal Størkersen, and Jan Hayes


Proportionate Assurance of Smart Devices used in the UK Nuclear Industry
Peter Bishop, Gareth Fletcher, Sofia Guerra, Silke Kuball, and Philippa Ryan Conmy


Global Efforts Towards Establishing Safety Directives for Intelligent Systems: Review
Carmen Mei-Ling Frischknecht-Gruber, Monika Reif, and Christoph Walter Senn


An Innovative Smart System for the Safety of Workplaces with Mobile Machines with Remote Command
Luca Catarinucci, Alessandra Ferraro, Roberto Gabbrielli, Luca Landi, Danilo Monarca, Andrea Motroni, Paolo Nepa, Luigi Patrono, and Marco Pirozzi


Personal Exposure to Respirable Crystalline Silica Dust at Selected Coal Fired Power Stations in Bethal, Mpumalanga Province
Martha Chadyiwa, Vuyazi Vinolia Mongwe, Emmanuel Emem-Obong Agbenyeku, Thokozani Mbonane, Phoka Rathebe, Shalin Bidassey-Manilal, Enireta Makanza, Bheki Magunga, and Claris Siyamayambo


Design of Impact Tests for Polycarbonate Sheets and their Deterioration by Cooling Lubricants -- Part 2: Proposals for Aging Period and Sample Size
Heinrich Mödden

Special Session S12:
Dynamic risk assessment and emergency techniques for energy system


A Simulation Method for Dynamic Risk Assessment of Uncertain Random System
Lunhu Hu, Xing Pan, and Rui Kang


Wildfire Risk Assessment and Management of Power Grids
Tarannom Parhizkar, Saeed Nozhati, Ali Mosleh, and Jon Eric Thalman


PERT-based Emergency Response Program for Fire Accidents of Electric Vehicles
Mingjun Yin, Huixing Meng, and Xu An


Prime Implicant Identification in the Dynamic Process of a Steam Generator Tube Rupture Scenario
Tanja Eraerds, Martina Kloos, Joerg Peschke, Josef Scheuer, and Jan Soedingrekso


Research on Fire Risk Assessment Method of Automobile Exhibition Activities Based on Bayesian Network
Tingting Luan, Lijia Zhang, Qinfei Xu, and Deyue Liu


Model Based Software Engineering Techniques for Dynamic Reliability Assessment
Valentin Rychkov and Claudia Picoco

Special Session S13:
Modelling complexity in complex systems and systems of systems (prelim.)


New methods at EDF R\&D to do RAMS Analysis on Wind Farm Networks
Carneiro de Sousa Humberto, Gey Maxime, Druet Jules, and Legendre Anthony


Resilience Optimisation for Next Generation Drone Logistic Networks
Gianluca Filippi, Edoardo Patelli, Massimiliano Vasile, and Marco Fossati


A cybersecurity Approach for Improved System Resilience
Ravdeep Kour, Amit Patwardhan, Ramin Karim, Pierre Dersin, and Jaya Kumari

Special Session S14:
Digit twin: recent advancements and challenges for dealing with uncertainty and bad data


A Bayesian Approach to Determine the Minimum Detectable Damage
Francesca Marsili, Filippo Landi, Alexander Mendler, and Sylvia Keßler


Typology as a Deployment Tool for Digital Twins: Application to Maintenance in Industry
Alexandre Blanchet, Nathalie Julien, and Mohammed Adel Hamzaoui


Creating a Digital Twin Reliability Model Using RiskSpectrum ModelBuilder
Gerben Dirksen, Dusko Kancev, Artem Shevchenko, Christine Bell, and Heiko Kollasko


Interval-Based Global Sensitivity Analysis for Epistemic Uncertainty
Enrique Miralles-Dolz, Ander Gray, Marco de Angelis, and Edoardo Patelli


Assessing the Severity of Missing Data Problems with the Interval Discrete Fourier Transform Algorithm
Marco Behrendt, Marco de Angelis, Liam Comerford, and Michael Beer


Modelling Failures in Complex Systems with Profile-Based Stochastic Hybrid Automata
Gaël Hequet, Nicolae Brînzei, and Jean-François Pétin


Bounding Failure Probability with the SIVIA Algorithm
Marco de Angelis, and Ander Gray


Design of a Digital Twin of Gate Valves for Partial Stroke Testing
Ludvig Björklund, Markus Glaser, Sebastian Imle, Gunleiv Skofteland, and Mary Ann Lundteigen


Gradient Enhanced Physics-informed Neural Networks for Digital Twins of Structural Vibrations
Tanmoy Chatterjee, Michael I. Friswell, Sondipon Adhikari, and Hamed H. Khodaparast

Special Session S15:
Reliability, Durability, Sustainability of Consumer Electronic Devices


Reliability Analysis of K-out-of-N System for Weibull Components Based on Generalised Progressive Hybrid Censored Data
Subhankar Dutta and Suchandan Kayal

Special Session S16:
Risk and resilience analysis for the low-carbon energy transition


Accident Risk Assessment for Solar Photovoltaic Manufacturing
Matteo Spada, Gunnar Dickey, and Peter Burgherr


Preliminary Safety Assessment of PEM Fuel Cell Systems for Electrified Propulsion Systems in Commercial Aviation
Stefan Kazula, Stefanie de Graaf, and Lars Enghardt


A Multi-Criteria Decision Model for the Assessment of Sustainability and Governance Risks of Tailings Dams
Peter Burgherr, Eleftherios Siskos, Christopher Mutel, Rebecca Lordan-Perret, and Matteo Spada


Maritime Safety in the Era of Decarbonization: A Safety Barrier Analysis
Nadhir Kahlouche, Serdar Yildiz, Anish Hebbar and Jens-Uwe Schröder-Hinrichs


A Scenario based Threat Assessment using Bayesian Networks for a High Voltage Direct Current Converter Platform
Babette Tecklenburg, Alexander Gabriel, and Frank Sill Torres

Special Session S17:
Living near natural hazards in the age of climate change


Living Near Natural Hazards in the Age of Climate Change -- The Relationship Between Expert and Local Knowledge in Risk Governance
Stian Antonsen, Torgeir Haavik, Stig Andreas Johannessen, Jacob Taarup-Esbensen, and Bjørn Ivar Kruke


Prioritizing Urban Shelters to Combat Flood Disasters with a Multidimensional Decision Model
Nicolas Lennick Bomfim de Albuquerque, Lucas Borges Leal da Silva, Marcelo Hazin Alencar, and Adiel Teixeira de Almeida


Potential Time Related Impacts of Turn-Over on Knowledge Continuity as Risk Perception in Longyearbyen, Svalbard
Stig A. Johannessen


Extreme Discharge Uncertainty Estimates for the River Meuse Using a Hierarchical Non-Parametric Bayesian Network
Guus Rongen, Oswaldo Morales-Nápoles, and Matthijs Kok


Evaluation of a Local Avalanche Forecasting System in Svalbard
Knut Øien, Eirik Albrechtsen, Holt Hancock, and Martin Indreiten

Special Session S18:
Advanced tools and methods for occupation health and safety


Towards Machine Learning Application for Safety in Confined Spaces: Creating an Incident Database
Elena Stefana, Daniele Ghidoni, Federico Fanizza, Filippo Marciano, Paola Cocca, and Nicola Paltrinieri


Improving the Reliability of Visual Inspections Conducted by Environmental Health and Safety Professionals, on a Hyperscale Data Centre Construction Site
Alex A. Schouten and Victor Hrymak


System Dynamics-Model for Industrial Human-Robot Interaction Safety
Wouter M. P. Steijn, Coen van Gulijk, Teun Sluijs, and Dolf van der Beek


Application of Lean Six Sigma Techniques to the Management and Maintenance of Special Lifting Equipment
Marcello Braglia, Marco Frosolini, Roberto Gabbrielli, and Leonardo Marrazzini


Conceptual Model for the Development of OHS Management in SMEs
Georgi Hrenov

Special Session S20:
Reliability and Resilience of Interdependent Cyber-Physical Systems


Victim Versus Offender: Behaviour Modelling During Covid-19 Pandemic Cyber Attacks
Clara Maathuis and Sabarathinam Chockalingam


Evaluation of Remain Useful Life Prediction Models from a Resilience Perspective
Jie Liu, Yiliu Liu, Shen Yin, and Jørn Vatn


Combining Cascading Effects Simulation and Resilience Management for Protecting CIs from Cyber-Physical Threats
Sandra König, Lorcan Connolly, Stefan Schauer, Alan O'Connor, Páraic Carroll, and Daniel McCrum


Identification of Vulnerabilities in Integrated Power-Telecommunication Infrastructures: A Simulation-based Approach
Francesco Di Maio, Alessandro Stincardini, and Enrico Zio


Grey-Box Models for Cyber-Physical Systems Reliability, Safety and Resilience Assessment
Juan-Pablo Futalef, Francesco Di Maio, and Enrico Zio

Special Session S21:
Joint ESReDA - ESRA Session on Advancements in Resilience Engineering of Critical Infrastructures


Application of a Generic Digital Twin for Risk and Resilience Assessment in Critical Infrastructures
Stefan Schauer, Martin Latzenhofer, Sandra König, Sebastian Chlup, and Christoph Schmittner


Evaluation of the Proposed European Commission Directive on Critical Entities Resilience and Its Potential to Consolidate the Resilience Terminology
Arto Niemi and Frank Sill Torres


Comparison of Resilience vs Traditional Probabilistic Safety Assessment for Nuclear Power Facilities
Rundong Yan, Sarah Dunnett, and John Andrews


Pumped-Hydro Potential to Enhance Power System Resilience Under Critical Gas Supply Interruptions
Natalia Naval, Yassine Rqiq, and Jose M. Yusta


Designing Protection Systems in Mountains for Reduced Maintenance Costs: Claret's Retention Dam Case Study
Nour Chahrour, Guillaume Piton, Jean-Marc Tacnet, and Christophe Béerenguer

Special Session S22:
Reinforcement Learning for RAMS Applications


Using Model-Based Safety Assessment to Define and Optimize Safety Integrated Functions
MILCENT Frédéric


Optimal Prescriptive Maintenance of Nuclear Power Plants by Deep Reinforcement Learning
Zhaojun Hao, Francesco Di Maio, Luca Pinciroli, and Enrico Zio


On Improving the Robustness of Reinforcement Learning Policies Against Adversarial Attacks
Yesmina Jaafra, Christophe Bohn, Lucas Schott, Faouzi Adjed, Frédéric Pelliccia, and Mehdi Rezzoug

Special Session S23:
Fault-Tolerant and Attack-Resilient Cyber-Physical Systems (CPSs)


A Risk Assessment Approach for IoT Enabled Transportation Infrastructure Subjected to Cyber-Physical Attacks
Ntafloukas Konstantinos, Daniel P. McCrum and Liliana Pasquale


A Simulation-Driven Cyber Resilience Assessment for Water Treatment Plants
Francesco Simone and Riccardo Patriarca


Experience from Performing Controlled Technical Cyber Experiments on Critical Infrastructure as Hybrid Events
John Eidar Simensen, Per-Arne Jørgensen, and Aleksander L. Toppe


Assessing Cascading Effects of Cyber-Attacks in Interconnected Critical Infrastructures
Sabarathinam Chockalingam and Clara Maathuis


OODA Loop as a Decision Support Model to Continuous and Dynamic Vulnerability Management and Incident Response Management of Critical Infrastructures
Erfan Koza

Special Session S24:
Artificial Intelligence, Meta-Modeling and Advanced Simulation for the Analysis of the Computer Models of Nuclear Systems


Opportunity Analysis of the Machine Learning Technologies Application in VVER RP Safety Asses
Mikhail Antipov, Maxim Uvakin, Aleksandr Nikolaev, Igor Makhin, and Evgeny Sotskov


Probabilistic Artificial Intelligence Prediction of Material Properties for Nuclear Reactor Designs
Adolphus Lye, Nawal Prinja, and Edoardo Patelli


Comparison of Quantification Methods for Reflecting Limiting Conditions for Operation during Startup Operation of Nuclear Power Plants
Jae Min Kim, Junyong Bae, and Seung Jun Lee


A Deep Support Vector Data Description Model for Abnormality Detection and Application with Abnormality Classification in a Nuclear Power Plant
Seung Gyu Cho and Seung Jun Lee


A Grey-Box Digital Twin-based Approach for Risk Monitoring of Nuclear Power Plants
Leonardo Miqueles, Ibrahim Ahmed, Francesco Di Maio, and Enrico Zio


A Methodology for the Dynamic Risk Assessment of Nuclear Batteries
Federico Antonello, Jacopo Buongiorno, and Enrico Zio

Special Session S25:
Climate Change and Extreme Weather Events Impacts on Critical Infrastructures Risk and Resilience


Climate Change Impact Assessment on Railway Maintenance
A.H.S. Garmabaki, Johan Odelius, Adithya Thaduri, Stephen Mayowa, Uday Kumar, Gustav Strandberg, and Javad Barabady


Resilience-based Electric Sector Optimization in Response to Climate Change and Extreme Weather Conditions
Rouzbeh Shirvani and Taranom Parhizkar


Climate Risk Discourses and Risk Governance in Norway
Claudia Morsut and Ole Andreas Engen


Climatic Actions in Changing Climate for Structural Design
Markova Jana, Sykora Miroslav, and Jung Karel


Extreme Storm Surge Classification for Risk Assessment of Coastal Infrastructure
Euan Macdonald, Enrico Tubaldi, and Edoardo Patelli


Integrated Risk and Resilience Assessment for Critical Civil Infrastructures -- A Case Study Proposal for Fire Risk in Northern Portugal
Oscar Urbina Leal, Pilar Baquedano Juliá, Tiago Miguel Ferreira, Alexander Fekete, José C. Matos and Elisabete Teixeira


A Methodological Framework for the Resilience Analysis of Road Transport Networks Exposed to Freezing Rain
Behrooz Ashrafi, Masoud Naseri, Francesco Di Maio, and Enrico Zio

Special Session S26:
Bayesian Networks for Oil&Gas Risk Assessment


Risk Assessment in Fuel, Oil, and Chemicals Storage Facilities using Process Failure Mode Effects and Bayesian Believe Networks Aiming at Improving Reliability
Marcio Delvô Mendes, José Cristiano Pereira, and Saulo Alessandro Marinho de Freitas


Dynamic Bayesian Network-based Reliability Analysis of Deepwater Shear Ram Preventer Incorporating Process Demand
Shengnan Wu, Qiao Zhang, Laibin Zhang, Yangfan Zhou, and Huanzhi Feng


Bayesian Risk Assessment: On the Boundaries of Probabilistic Risk Assessment in the Risk-Based Inspection: An Alternative Approach BN-RBI
Abdollah Kiani and Riana Steen

Special Session S27:
Transfer Learning methods for Prognostics and Health Management


Long-Term Prediction and Uncertainty Estimation for Multiple Parameters Using BiLSTM based CVAE with Attention Mechanism
Hyojin Kim and Jonghyun Kim


Collaborative Kernel-based Nonlinear Degradation Modeling with Transfer Learning for Remaining Useful Life Prediction
Zhen Chen, Lanxiang Liu, Enrico Zio, and Ershun Pan

Special Session S28:
Reliability and Maintenance for Internet of Things and 5G+ Networks


Implications of 5G Connectivity on Mining Automation Safety
Eetu Heikkilä, Timo Malm, Daniel Pakkala, Jere Backman, and Pekka Pääkkönen


A Petri Net-based model to Study the Impact of Traffic Changes on 5G Network Resilience
Rui Li, Bertrand Decocq, Yiping Fang, Zhiguo Zeng, and Anne Barros


Interdependency-Aware Resource Allocation for High Availability of 5G-enabled Critical Infrastructures Services
Khaled Sayad, Yi-Ping Fang, Anne Barros, Zhiguo Zeng, and Benoît Lemoine


A Mathematical Framework for the Evaluation of System Expected Utility Not Satisfied Under Periodic Demand
Ali Maatouk, Fadhel Ayed, Wenjie Li, Harvey Bao, Dandan Miao, Ke Lin, Xin Chen, and Enrico Zio

Special Session S29:
Natural Language Processing, Knowledge Graphs and Ontologies for RAMS


Problem, Remedy and Item Identification from Maintenance Long Texts
Jordan Makins, Melissa Aspinall, Wei Liu, Michael Stewart, and Melinda Hodkiewicz


Identification of Features of Rare Risk Events in Oil Refineries Using Natural Language Processing (NLP)
July Bias Macêdoa, Márcio das Chagas Moura, Isis Didier Lins, and Enrico Zio


An Ensemble Learning Methodology for Predicting Medical Micro-robot Degradation Classes
Paul Cardenas-Lizana, Liseth Pasaguayo, Sergio Lescano, and Zeina Al Masry


Computer-Assisted Text Analytics on Resilience by LDA Models
Ralf Mock


A Taxonomy for Modelling Reports of Process Safety Events in the Oil and Gas Industry
Dario Valcamonico, Piero Baraldi, Enrico Zio, Anna Crivellari, Luca Decarli, and Laura La Rosa

Special Session S30:
Synergies between Machine Learning, Reliability Engineering and Predictive Maintenance


Condition-Based Opportunistic Maintenance of Cascaded Hydropower Stations
Wanwan Zhang, Yiliu Liu, Jiehong Kong, and Hans Ivar Skjelbred


PHM Development in Railways: Key Enablers and Challenges
Asma Ladj


Turbofan Exhaust Gas Temperature Forecasting and Performance Monitoring with a Neural Network Model
Langhendries Raphaël and Lacaille Jérôme


An Architecture for Predictive Maintenance using 3D Imaging: A Case Study on Railway Overhead Catenary
Amit Patwardhan, Adithya Thaduri, Ramin Karim, and Miguel Castano


An Assessment of the Application of Real-time YOLOv5 Deep Learning Algorithm in Unmanned Surface Vessels for Environmental Maintenance: Some Preliminary Results
Ali Camdal, Biswajit Basu, and Andrea Staino


Concrete Applications of Machine Learning in Railways
Stéphane Gauthier


Hybrid Approach integrated with Gaussian Process Regression for Condition Monitoring Strategies at the Rotor side of a Doubly-fed Induction Generator
Shuo Zhang, Emma Robinson, and Malabika Basu

Special Session S31:
Advancing Human Factors Integration in Aviation and Maritime Domains: the SAFEMODE Project


How Well Do Human Factors Tools Really Support the Design Process?
Diana Paola Moreno Alarcon, Fanni King, Luca Save, and Barry Kirwan


A Tale of Two Simulations -- the Challenges of Validating a Ground-Air Collaborative Safety Alert
Rooseleer, Frederic, Kling, Fanni, Pasztor, Attila, Kirwan, Barry, Humm, Elizabeth, Borghini, Gianluca, Pugh, Jon, and Moreno Alarcon, Diana Paola


Using Occurrence Data to Map the Elements of a Risk Model
Scott N. MacKinnon, Yaser Farag, Panagiotis Sotiralis, Rithvik Dandu Basappa, Robert Thomson, Barry Kirwin, and Marta Llobet Lopez


SHIELD Human Factors Taxonomy and Database for Systematic Analysis of Safety Occurrences in the Aviation and Maritime Domains
Sybert Stroeve, Bas van Doorn, Patrick Jonk, Barry Kirwan, and Beatriz Navas De Maya

Special Session S32:
In memory of Ioannis A. Papazoglou: new methods and applications on quantified risk assessment for process and energy systems


LNG Dispersion Modelling for the Case of Port of Koper, Sloveni
Marko Gerbec, Peter Vidmar, Gianmaria Pio, and Ernesto Salzano


Organisations: Drifting or Dysfunctional?
David H. Slater and Ben J. M. Ale


Quantitative Risk Analysis of Alternative Marine Fuels for Bunkering Operations
Olga Aneziris and Ioanna A. Koromila


Degradation Model Selection Using Depth Functions
Arefe Asadi, Mitra Fouladirad, and Diego Rodolpho Tomassi


Risk Assessment for Truck to Ship LNG Bunkering
Olga Aneziris, Ioanna A. Koromila, and Zoe Nivolianitou


Increasing the Quality of Road Infrastructure Through Systemic Approach in Safety Management
Chatzistelios Georgios, Dermitzakis Emmanoui, Kirytopoulos Konstantinos, and Konstantinidou Myrto

Special Session S33:
Collaborative Intelligence in Manufacturing and Safety Critical Systems. The CISC and Teaming-aI EU projects


Neuro-Symbolic AI for Sensor-based Human Performance Prediction: System Architectures and Applications
Inês Filipa Fernandes Ramos, Gabriele Gianini, and Ernesto Damiani


Evaluating Safety and Productivity Relationship in Human-Robot Collaboration
Aayush Jain, Shakra Mehak, Philip Long, John D. Kelleher, Michael Guilfoyle, and Maria Chiara Leva


Safety-Critical Systems in the Automotive Sector: Pros and Cons in the Current State-of-the-Art of Human Performance Assessment
Carlos Albarrán Morillo, Devesh Jawla, John D. Kelleher, and Micaela Demichela


Human-in-the-Loop Configurations in Process and Energy Industries: A Systematic Review
Chidera Winifred Amazu, Micaela Demichela, and Davide Fissore


Alarm Management for Human Performance. Are We Getting Better?
Houda Briwa, Maria Chiara Leva, and Rob Turner


Data Driven Bayesian Network to Predict Critical Alarm
Joseph Mietkiewicz and Anders L. Madsen


Deep Residual Policy Reinforcement Learning as a Corrective Term in Process Control for Alarm Reduction: A Preliminary Report
Ammar N. Abbas, Georgios C. Chasparis, and John D. Kelleher


Modifying a Manufacturing Task for Teamwork between Humans and AI: Initial Data Collection to Guide Requirements Specifications
Andrés Alonso Pérez, Hector Diego Estrada-Lugo, Enrique Muñoz-de-Escalona Fernéandez, Maria Chiara Leva, Julen Aperribai, and Arkaitz Aranburu

Symposium 01:
6th International Symposium on Human Mental Workload. H-Workload


Workload Analysis of Health Workers During COVID-19 Vaccination and Organizations of Queues at UBS in City of Franca (SP-BR)
Vanessa Bertholdo Vargas, Mario T. Crema, Mayara Gomes Bovo, Moacyr Machado Cardoso Junior, and Jefferson de Oliveira Gomes


Assessment of Mental Workload in Aeromedical Transport in Brazil During the COVID-19 Pandemic
Virgínia Siva Gomes, Raphael Gomes Cortes, Ruan Carlo Ferreira, Nadyélle Deboleto Oliveira Gomes, Mauro Pascale de Camargo Leite, Emilia Villani, and Moacyr Machado Cardoso Junior


Design of Simulated Takeover Request Task
Bilal Alam Khan, Maria Chiara Leva, and Sam Cromie


Integrating Transparency Models to Ecological Interface Design
Loïck Simon, Clément Guerin, Philippe Rauffet, and Jean-Philippe Diguet


Physiological Indicators for Real-Time Detection of Operator's Attention
Bojana Bjegojevic, Maria Chiara Leva, Sam Cromie, and Nora Balfe


Driver Workload in Truck Platooning: Insights from an On-Road Pilot Study on Rural Roads
Maren Helene Rø Eitrheim, Markus Metallinos Log, Trude Tørset, Tomas Levin, and Trond Nordfjærn


Framework of Modular Industrial Assembly Workstations in a Collaborative Environment
Carlo Caiazzo, Marija Savkovi\'c, Milan Radenkovi\'c, Arso Vuki\'cevi\'c, Milos Jovici\'c, and Marko Djapan


Analytical Estimation of Operator Workload in Control Rooms: How Much Time should be Available for Surveillance and Control?
Asgeir Drøivoldsmo, Espen Nystad, and Linda Sofie Lunde-Hanssen


Exoskeleton-Enhanced Manufacturing: A Study Exploring Psychological and Physical Effects on Assembly Operators' Wellbeing
Iveta Eimontaite, Sarah R. Fletcher, Angelo Rizzi, Alfio Minissale, and Fabio F. Abba

Joint Event 01
Joint event: Irish Human Factors and Ergonomics Society special session


The Impact of the COVID 19 Pandemic on the Health and Wellbeing of Aviation Workers Employed by Irish Registered Airlines
Joan Cahill, Paul Cullen, and Keith Gaynor


Video Analysis for Ergonomics Assessment in the Manufacturing Industry: Initial Feedback on a Case Study
Hector Diego Estrada-Lugo, Arianna Giuliani, Andres Alonso Perez, Maria Chiara Leva, Gernot Stübl, Thomas Pönitz, Mehmet Tunçel, and Nazim Kemal Ure

Workshop 01
International Workshop on Autonomous System Safety: IWASS


Do Modern Control Rooms Pertain New Error Mechanisms?
Andrew Wright and Andreas Bye


Trust and Acceptance of Self-Driving Buses
Tor Stålhane and Thor Myklebust


Safety Analysis of Evtol Landing in Urban Centers
Sarah Francisca de Souza Borges, Moacyr Machado Cardoso Junior, and Diogo Silva Castilho


IMU Sensor Faults Detection for UAV using Machine Learning
Sheng Ding, Niloy Chakraborty, and Andrey Morozov


The Ethics of AI in Autonomous Transport
Claire Blackett


Modeling Fleet Operations of Autonomous Driving Systems in Mobility as a Service for Safety Risk Analysis
Camila Correa-Jullian, John McCullough, Marilia Ramos, Jiaqi Ma, Enrique Lopez Droguett, and Ali Mosleh


Towards a Harmonized Framework for Vessel Inspection via Remote Techniques
Aspasia Pastra and Tafsir Johannson

Author Index  

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