Uncertainties in conditional probability tables of discrete Bayesian Belief Networks: A comprehensive review

J Rohmer - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
Abstract Discrete Bayesian Belief Network (BBN) has become a popular method for the
analysis of complex systems in various domains of application. One of its pillar is the …

[HTML][HTML] A new fuzzy model of multi-criteria decision support based on Bayesian networks for the urban areas' decarbonization planning

M Mrówczyńska, M Skiba, A Leśniak… - Energy Conversion and …, 2022 - Elsevier
The study introduces a framework for forecasting and decision-making in multi-criteria
processes and proposes their application in the decarbonization of urban areas. Optimizing …

A comprehensive approach to analyze the risk of floating roof storage tanks

M Pouyakian, MJ Jafari, F Laal, F Nourai… - Process Safety and …, 2021 - Elsevier
In this study, a comprehensive approach based on the Fuzzy Bayesian Network (FBN) was
presented to reduce completeness, modeling, and parameter uncertainties and to analyze …

A probabilistic analysis method based on Noisy-OR gate Bayesian network for hydrogen leakage of proton exchange membrane fuel cell

G Chen, G Li, M Xie, Q Xu, G Zhang - Reliability Engineering & System …, 2024 - Elsevier
The proton exchange membrane fuel cell (PEMFC) is one of the crucial power units of the
hydrogen vehicle. This work proposes a method based on the Noisy-OR gate Bayesian …

[HTML][HTML] Identification of reference security scenarios from past event datasets by Bayesian Network analysis

M Iaiani, G Fazari, A Tugnoli, V Cozzani - Reliability Engineering & System …, 2025 - Elsevier
The global threat of deliberate attacks on chemical, process, and energy facilities
underscores the urgent need to enhance Security Vulnerability/Risk Assessment (SVA/SRA) …

A Noisy-OR gate based fuzzy fault tree approach for micro-leakage evaluation of bolt-gasket-flange connection (BGFC)

Z Zhang, Y Guo, D Wang, G Li, D Peng - Journal of loss prevention in the …, 2021 - Elsevier
In the natural gas gathering and transportation station, bolt-gasket-flange connection
(BGFC) is the main connection mode, but due to its large number, the micro-leakage may …

Bayesian network model to distinguish between intentional attacks and accidental technical failures: a case study of floodgates

S Chockalingam, W Pieters, A Teixeira, P van Gelder - Cybersecurity, 2021 - Springer
Water management infrastructures such as floodgates are critical and increasingly operated
by Industrial Control Systems (ICS). These systems are becoming more connected to the …

Cyber-physical resilience modelling and assessment of urban roadway system interrupted by rainfall

C Zhu, J Wu, M Liu, J Luan, T Li, K Hu - Reliability Engineering & System …, 2020 - Elsevier
Emerging technologies such as the Internet of Things (IoT) and connected vehicles enable
urban roadway system more tightly integrated as a Cyber-Physical System (CPS) …

[HTML][HTML] Integration of fuzzy reliability analysis and consequence simulation to conduct risk assessment

L Leoni, F De Carlo - Journal of Loss Prevention in the Process Industries, 2023 - Elsevier
Losses of containment within the natural gas network, located in most populated areas,
could cause environmental damage, injuries, or even death. Accordingly, it is pivotal to …

[HTML][HTML] Probability elicitation for Bayesian networks to distinguish between intentional attacks and accidental technical failures

S Chockalingam, W Pieters, AMH Teixeira… - Journal of Information …, 2023 - Elsevier
Both intentional attacks and accidental technical failures can lead to abnormal behaviour in
components of industrial control systems. In our previous work, we developed a framework …