Condition-based maintenance of naval propulsion systems with supervised data analysis

F Cipollini, L Oneto, A Coraddu, AJ Murphy… - Ocean Engineering, 2018 - Elsevier
The behavior and interaction of the main components of Ship Propulsion Systems cannot be
easily modeled with a priori physical knowledge, considering the large amount of variables …

Assessment of CO2 emissions for a bulk carrier fleet

B Kanberoğlu, G Kökkülünk - Journal of Cleaner Production, 2021 - Elsevier
Recently, international regulations have started to come into force due to increasing of
carbon dioxide (CO 2) emissions as a greenhouse gas emission from ships. There are two …

Analysis of collected data and establishment of an abnormal data detection algorithm using principal component analysis and K-nearest neighbors for predictive …

J Park, J Oh - Processes, 2022 - mdpi.com
Because ships are typically operated for more than 25 years after construction, they can be
considered mobile factories that require economic maintenance before being scrapped …

A fault-detection system approach for the optimization of warship equipment replacement parts based on operation parameters

Á Michelena, V López, FL López, E Arce… - Sensors, 2023 - mdpi.com
Systems engineering plays a key role in the naval sector, focusing on how to design,
integrate, and manage complex systems throughout their life cycle; it is therefore difficult to …

A machine learning based predictive maintenance algorithm for ship generator engines using engine simulations and collected ship data

J Park, J Oh - Energy, 2023 - Elsevier
Ships are usually operated for more than 20 years, incurring large maintenance costs.
Therefore, they require efficient and preemptive maintenance technology. Current research …

Anomalistic Symptom Judgment Algorithm for Predictive Maintenance of Ship Propulsion Engine Using Machine Learning

J Park, J Oh - Applied Sciences, 2023 - mdpi.com
Ships serve as crucial transporters of cargo and passengers in substantial volumes and
operate for a long time; therefore, an efficient maintenance system is essential for …

[PDF][PDF] Is existing maintenance system adequate for sulphur 2020 amendments?

A Canca, G Kökkülünk - Journal of ETA Maritime Science, 2020 - jag.journalagent.com
Sulphur 2020 regulation as a reduction of sulphur emissions has been caused a big
challenge via using new fuels in the maritime industry. Consistent changes in the chemical …

Secure data transfer and provenance for distributed healthcare

AL Michala, H Attar, I Vourganas - Intelligent Healthcare: Infrastructure …, 2022 - Springer
The rise of the Internet of Things (IoT) has enabled a shift to a smart, remote, and more
distributed healthcare ecosystem supported by learning-based secure Internet of Medical …

Efficient physical layer techniques for healthcare applications: Co-operative network coding algorithms and modified equalizers

H Attar - Intelligent Healthcare: Infrastructure, Algorithms and …, 2022 - Springer
Medical health applications and the relevant techniques become more and more specific
and limited in terms of the required system's parameters. Indeed, movable hospitals and …

Analysis of the wave-induced vertical bending moment and comparison with the class imposed design loads for 4250 TEU container ship

M Li, E Boulougouris, I Lazakis… - … of Maritime Safety …, 2016 - pureportal.strath.ac.uk
The long-term predictions of vertical wave bending moment are made for the extreme design
values on ship. As part of the INCASS (Inspection Capabilities for Enhanced Ship Safety) …