An overview of fault tree analysis and its application in model based dependability analysis

S Kabir - Expert Systems with Applications, 2017 - Elsevier
Abstract Fault Tree Analysis (FTA) is a well-established and well-understood technique,
widely used for dependability evaluation of a wide range of systems. Although many …

[HTML][HTML] A review of applications of fuzzy sets to safety and reliability engineering

S Kabir, Y Papadopoulos - International Journal of Approximate Reasoning, 2018 - Elsevier
Safety and reliability are rigorously assessed during the design of dependable systems.
Probabilistic risk assessment (PRA) processes are comprehensive, structured and logical …

Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining

K Nadim, A Ragab, MS Ouali - Journal of Intelligent Manufacturing, 2023 - Springer
The complexity of industrial processes imposes a lot of challenges in building accurate and
representative causal models for abnormal events diagnosis, control and maintenance of …

[HTML][HTML] Supporting group maintenance through prognostics-enhanced dynamic dependability prediction

JI Aizpurua, VM Catterson, Y Papadopoulos… - Reliability Engineering & …, 2017 - Elsevier
Condition-based maintenance strategies adapt maintenance planning through the
integration of online condition monitoring of assets. The accuracy and cost-effectiveness of …

[HTML][HTML] Data-driven extraction and analysis of repairable fault trees from time series data

P Niloofar, S Lazarova-Molnar - Expert Systems with Applications, 2023 - Elsevier
Fault tree analysis is a probability-based technique for estimating the risk of an undesired
top event, typically a system failure. Traditionally, building a fault tree requires involvement …

Model-based safety assessment with SysML and component fault trees: application and lessons learned

P Munk, A Nordmann - Software and Systems Modeling, 2020 - Springer
Mastering the complexity of safety assurance for modern, software-intensive systems is
challenging in several domains, such as automotive, robotics, and avionics. Model-based …

Cost-effective fault diagnosis of a multi-component dynamic system under corrective maintenance

D Özgür-Ünlüakın, B Türkali, SÇ Aksezer - Applied Soft Computing, 2021 - Elsevier
Maintenance planning and execution are challenging tasks for every system with complex
structure. Interdependent nature of the components that builds up the system may have …

Model-based dependability analysis: State-of-the-art, challenges, and future outlook

S Sharvia, S Kabir, M Walker… - Software Quality Assurance, 2016 - Elsevier
Over the past two decades, the study of model-based dependability analysis (MBDA) has
gathered significant research interest. Different approaches have been developed to …

A model-based extension to HiP-HOPS for dynamic fault propagation studies

S Kabir, Y Papadopoulos, M Walker, D Parker… - Model-Based Safety and …, 2017 - Springer
HiP-HOPS is a model-based approach for assessing the dependability of safety-critical
systems. The method combines models, logic, probabilities and nature-inspired algorithms …

LIFT: learning fault trees from observational data

M Nauta, D Bucur, M Stoelinga - … QEST 2018, Beijing, China, September 4 …, 2018 - Springer
Industries with safety-critical systems increasingly collect data on events occurring at the
level of system components, thus capturing instances of system failure or malfunction. With …