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 …

[HTML][HTML] Emerging approaches applied to maritime transport research: Past and future

R Yan, S Wang, L Zhen, G Laporte - Communications in Transportation …, 2021 - Elsevier
Maritime transport is the backbone of international trade and globalization. Maritime
transport research can be roughly divided into two categories, namely the ship** side and …

[HTML][HTML] Data-driven Bayesian network for risk analysis of global maritime accidents

H Li, X Ren, Z Yang - Reliability Engineering & System Safety, 2023 - Elsevier
Maritime risk research often suffers from insufficient data for accurate prediction and
analysis. This paper aims to conduct a new risk analysis by incorporating the latest maritime …

An overview of maintenance management strategies for corroded steel structures in extreme marine environments

M Abbas, M Shafiee - Marine Structures, 2020 - Elsevier
Maintenance is playing an important role in integrity management of marine assets such as
ship structures, offshore renewable energy platforms and subsea oil and gas facilities. The …

Validation of risk analysis for ship collision in narrow waters by using fuzzy Bayesian networks approach

M Aydin, E Akyuz, O Turan, O Arslan - Ocean Engineering, 2021 - Elsevier
Risk analysis is regarded as one of the most critical research topics in maritime industry due
to the nature of work. Validation of risk analysis is a significant challenge for safety …

A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis

A Rawson, M Brito - Transport Reviews, 2023 - Taylor & Francis
Identifying and assessing the likelihood and consequences of maritime accidents has been
a key focus of research within the maritime industry. However, conventional methods utilised …

[HTML][HTML] Risk evolution analysis of ship pilotage operation by an integrated model of FRAM and DBN

Y Guo, Y **, S Hu, Z Yang, Y **, B Han - Reliability Engineering & System …, 2023 - Elsevier
The risks involved in ship pilotage operations are characterized by random, uncertain and
complex features. To reveal the spatiotemporal evolution of ship collision risks in the …

Realising advanced risk-based port state control inspection using data-driven Bayesian networks

Z Yang, Z Yang, J Yin - Transportation Research Part A: Policy and …, 2018 - Elsevier
In the past decades, maritime transportation not only contributes to economic prosperity, but
also renders many threats to the industry, causing huge casualties and losses. As a result …

Half-century research developments in maritime accidents: Future directions

M Luo, SH Shin - Accident Analysis & Prevention, 2019 - Elsevier
Over the past 50 years, research in maritime accidents has undergone a series of
fundamental changes. Understanding the evolution of these changes can help maritime …

An analysis of severity of oil spill caused by vessel accidents

E Cakir, C Sevgili, R Fiskin - Transportation Research Part D: Transport and …, 2021 - Elsevier
Marine pollution, especially oil spill-based, affects both marine and coastal environment is
one of the most important issues for the maritime industry. The accurate prediction of the …