Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review

S Kabir, Y Papadopoulos - Safety science, 2019 - Elsevier
Abstract System safety, reliability and risk analysis are important tasks that are performed
throughout the system life-cycle to ensure the dependability of safety-critical systems …

Methods and models in process safety and risk management: Past, present and future

F Khan, S Rathnayaka, S Ahmed - Process safety and environmental …, 2015 - Elsevier
The paper reviews past progress in the development of methods and models for process
safety and risk management and highlights the present research trends; also it outlines the …

The future of risk assessment

E Zio - Reliability Engineering & System Safety, 2018 - Elsevier
Risk assessment must evolve for addressing the existing and future challenges, and
considering the new systems and innovations that have already arrived in our lives and that …

Risk assessment of marine accidents with Fuzzy Bayesian Networks and causal analysis

P Chen, Z Zhang, Y Huang, L Dai, H Hu - Ocean & Coastal Management, 2022 - Elsevier
Marine shipping is a high-risk mode of transportation in a complex environment. Most risk
analyses of marine shipping are based on historical accident statistics or expert opinions …

Towards dynamic risk analysis: A review of the risk assessment approach and its limitations in the chemical process industry

V Villa, N Paltrinieri, F Khan, V Cozzani - Safety science, 2016 - Elsevier
The objective of this review is to analyse the progress of Risk Assessment during the last
decades and to offer an overview on its recent advancements and possible future direction …

Marine transportation risk assessment using Bayesian Network: Application to Arctic waters

AA Baksh, R Abbassi, V Garaniya, F Khan - Ocean Engineering, 2018 - Elsevier
Maritime transportation poses risks regarding possible accidents resulting in damage to
vessels, crew members and to the ecosystem. The safe navigation of ships, especially in the …

Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network

N Khakzad, F Khan, P Amyotte - Process Safety and Environmental …, 2013 - Elsevier
Among the various techniques used for safety analysis of process systems, bow-tie (BT)
analysis is becoming a popular technique as it represents an accident scenario from causes …

Quantitative risk analysis on leakage failure of submarine oil and gas pipelines using Bayesian network

X Li, G Chen, H Zhu - Process Safety and Environmental Protection, 2016 - Elsevier
Submarine pipeline is the major transportation way of subsea oil and gas production. Due to
the internal and external factor, the failure probability of submarine pipeline is increasing …

Dynamic safety assessment of natural gas stations using Bayesian network

E Zarei, A Azadeh, N Khakzad, MM Aliabadi… - Journal of hazardous …, 2017 - Elsevier
Pipelines are one of the most popular and effective ways of transporting hazardous
materials, especially natural gas. However, the rapid development of gas pipelines and …

Dynamic risk analysis using bow-tie approach

N Khakzad, F Khan, P Amyotte - Reliability Engineering & System Safety, 2012 - Elsevier
Accident probability estimation is a common and central step to all quantitative risk
assessment methods. Among many techniques available, bow-tie model (BT) is very …