Part 4

Simulation Based Methods for Reliability, Safety and Security

&

Risk and Reliability Assessment and Management

Editors: Krzysztof Kołowrocki & Ewa Dąbrowska

1. Marek Amanowicz
   Cybersecurity Awareness Provision: Case Study

   9
2. Yann Billeter, Stefan Brunner, Ricardo Chavarriaga, Philipp Denzel, Oliver Forster, Carmen Mei-Ling Frischknecht-Gruber, Monika Reif, Frank-Peter Schilling, Joanna Weng, Arman Iranfar, Marco Repetto
   Certification Scheme For Artificial Intelligence Based Systems

   19
3. Milosz Blaszkiewicz, Andrea Apollonio, Thibaud Buffet, Thomas Cartier-Michaud, Lukas Felsberger, Jack Heron, Jan Uythoven, Daniel Wollmann
   AvailSim4: Open Source Framework For Availability And Reliability Simulations

   29
4. Stefan Brunner, Monika Reif, Martin Rejzek
   Improving Resilience And Robustness In Artificial Intelligence Systems Through Adversarial Training And Verification

   39
5. Giulia Collina, Dimitrios Tzioutzios, Yiliu Liu, Marta Bucelli, Nicola Paltrinieri
   Investigation Of Safety Barrier Role In Hydrogen Related Undesired Events

   49
6. Zhengwei Fan, Xun Chen, Kaihong Hou, Yu Jiang, Shufeng Zhang, Yashun Wang
   Thermal Cycling Life Prediction Of TSV Microstructure Based On Accelerated Test

   59
7. Lukas Felsberger, Ulrich Dorda, Jarno van de Walle, Jan Uythoven, Daniel Wollmann
   Simulation Based Availability Optimization Of Dynamic Fault Compensation For Particle Accelerator RF Systems Applied To The MYRRHA Accelerator Driven System

   67
8. Katrine Djupvik Grindheim, Ida Bolkan, Bjorn Ivar Kruke
   Flood Risk Communication And Perception In Longyearbyen

   77
9. Tim Maurice Julitz, Nadine Schlüter, Manuel Löwer
   Formalized Identification Of Key Factors In Safety Relevant Failure Scenarios

   87
10. Tim Maurice Julitz, Antoine Tordeux, Nadine Schlüter, Manuel Löwer
    Reliability of Redundant M-Out-Of-N Architectures With Dependent Components: Comprehensible Approach With Monte Carlo Simulation

    97
11. Shenae Lee, Marianne Rose Kjendseth Wiik , Kristian Rasmussen, Jens Hjorteset, Maria Vatshaug Ottermo, Knut Øien
    Safety Aspects of Introducing Hydrogen For Power Supply Of Electric Construction Machinery

    107
12. Benjamin Lickert, Kushal Srivastava, Kris Schroven, Mirjam Fehling-Kaschek, Alexander Stolz
    Modeling Impact Of Power Outages On Interdependent Critical Infrastructure

    115
13. Eivind Lorentzen Styr, Marie Røyksund, Terje Aven
    Risk Management In Higher Education: Recent Developments And Challenges

    125
14. Stefano Marchetti, Francesco Di Maio, Enrico Zio, Luca Decarli, Laura La Rosa, Giuseppe Nicotra, Andrea Tortora, Anna Crivellari, Salvatore Cincotta
    Bayesian Regularized Artificial Neural Network For Estimating Ignition Probability In Oil And Gas Plants

    135
15. Ievgen Medvediev, Dmitriy Muzylyov, Jakub Montewka
    Risk Assessment Due To Customs Delays In Supply Chains By Fuzzy Logic

    145
16. Darragi Messaoudi, Amr Abdellaoui, Dragan Komljenovic, Anh Chi Nguyen
    Modelling Reliability And Resilience Of Dual-Function Power Station

    153
17. Fernanda M. de Moura, Adriana M. Schleder, Marcos C. Maturana, Rene Thiago C. Orlowski, Leonardo O. de Barros, Marcelo R. Martins
    Using TLM To Calculate Risk Of Wet Christmas Tree

    163
18. Grzegorz Mrugała, Karol Kowal
    Importance Of Model Completeness In Reliability Studies Of Electrical Systems In High Temperature Gas Cooled Reactors

    173
19. Jan Piesik, Kazimierz T. Kosmowski
    Towards Application Of AI Algorithms In Manufacturing For Improving Productivity, Quality And Functional Safety In Life Cycle

    183
20. Sean Reed, Magnus Löfstrand
    Efficient Estimation Of Survival Signatures Through Simulation With Depth-First Search Of Indices

    193
21. Edmilson P. Silva, Fernanda A. Lima, Giovani S. Dellamea, André P. Soares
    Comparison Of Brazilian Risk Assessment Guidelines With International Risk Assessment Approaches

    203
22. Quang Khai Tran, Khac Tuan Huynh, Antoine Grall, Yves Langeron, Elham Mosayebi Omshi
    Average Reward Reinforcement Learning For Optimizing Condition Based Maintenance Policies Of Continuously Deteriorating Systems

    213
23. Marta Woch, Justyna Tomaszewska, Mariusz Zieja, Michał Hinderer
    Comparison Of Flight Safety Between Different Aircraft Modifications

    223
24. Jing Wu, Ruixue Li, Xinxin Zhang
    Towards Effective Hazard Analysis: Qualitative Modeling Approach For Diagnosing Control Function Failures Using Multilevel Flow Modeling

    231
25. Jinduo Xing, Jiaqi Qian, Yanxue Wang
    Dynamic Probability Assessment Of Hydrogen Leakage In Urban Hydrogen Refuelling Station

    241
26. Rundong Yan, Sarah Dunnett, Lisa Jackson
    Exploring Impact Of Condition Monitoring On Offshore Wind Farm Availability

    251