[HTML][HTML] A literature review of fault diagnosis based on ensemble learning

Z Mian, X Deng, X Dong, Y Tian, T Cao, K Chen… - … Applications of Artificial …, 2024 - Elsevier
The accuracy of fault diagnosis is an important indicator to ensure the reliability of key
equipment systems. Ensemble learning integrates different weak learning methods to obtain …

[HTML][HTML] Developments and research directions in maritime cybersecurity: A systematic literature review and bibliometric analysis

V Bolbot, K Kulkarni, P Brunou, OV Banda… - International Journal of …, 2022 - Elsevier
Ships and maritime infrastructure are becoming increasingly interconnected as the maritime
industry is undergoing the industry 4.0 revolution. This development is associated with novel …

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 …

Vulnerabilities and safety assurance methods in Cyber-Physical Systems: A comprehensive review

V Bolbot, G Theotokatos, LM Bujorianu… - Reliability Engineering & …, 2019 - Elsevier
Abstract As Cyber-Physical Systems (CPSs) are a class of systems advancing in a number
of safety-critical application areas, it is crucial to ensure that they operate without causing …

A method for temporal fault tree analysis using intuitionistic fuzzy set and expert elicitation

S Kabir, TK Geok, M Kumar, M Yazdi, F Hossain - IEEE access, 2019 - ieeexplore.ieee.org
Temporal fault trees (TFTs), an extension of classical Boolean fault trees, can model time-
dependent failure behaviour of dynamic systems. The methodologies used for quantitative …

Enhancing safety in iot systems: A model-based assessment of a smart irrigation system using fault tree analysis

A Abdulhamid, MM Rahman, S Kabir, I Ghafir - Electronics, 2024 - mdpi.com
The agricultural industry has the potential to undergo a revolutionary transformation with the
use of Internet of Things (IoT) technology. Crop monitoring can be improved, waste reduced …

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 …

Dynamic fault tree analysis: state-of-the-art in modeling, analysis, and tools

K Aslansefat, S Kabir, Y Gheraibia… - Reliability …, 2020 - taylorfrancis.com
Safety and reliability are two important aspects of dependability that are needed to be
rigorously evaluated throughout the development life-cycle of a system. Over the years …

[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 …