A novel data condition and performance hybrid imputation method for energy efficient operations of marine systems
Datasets with missing values can adversely affect the accuracy of any subsequent decision
making, for instance in condition-and performance-monitoring for energy efficient operations …
making, for instance in condition-and performance-monitoring for energy efficient operations …
A comparative investigation of data-driven approaches based on one-class classifiers for condition monitoring of marine machinery system
Y Tan, H Tian, R Jiang, Y Lin, J Zhang - Ocean Engineering, 2020 - Elsevier
The safety and reliability of ship navigation depend heavily on the performance of the
marine machinery system, which can be maintained at a high level by condition based …
marine machinery system, which can be maintained at a high level by condition based …
A one-class SVM based approach for condition-based maintenance of a naval propulsion plant with limited labeled data
Y Tan, C Niu, H Tian, L Hou, J Zhang - Ocean Engineering, 2019 - Elsevier
Maintenance of the main propulsion system is an important part of ship operation, whose
costs account for the most of the costs of ship machinery maintenance. Related literature has …
costs account for the most of the costs of ship machinery maintenance. Related literature has …
[HTML][HTML] A real-time data-driven framework for the identification of steady states of marine machinery
While maritime transportation is the primary means of long-haul transportation of goods to
and from the EU, it continues to present a significant number of casualties and fatalities …
and from the EU, it continues to present a significant number of casualties and fatalities …
Importance of early fault diagnosis for marine diesel engines: a case study on efficiency management and environment
The efficient management of marine vessels ensures that ships could operate smoothly and
navigate at the most efficient level. Thus, the environmentally friendly voyage realises with …
navigate at the most efficient level. Thus, the environmentally friendly voyage realises with …
Complex decay prediction of marine machinery using multilabel SVM
Y Tan, H Tian, F Xu, D Jiang, R Jiang, Y Lin… - Journal of Ship …, 2022 - onepetro.org
In this article, a multilabel support vector machine (SVM)-based approach is investigated to
address the simultaneous decay detection of the marine propulsion system. To verify the …
address the simultaneous decay detection of the marine propulsion system. To verify the …
A compound novel data-driven and reliability-based predictive maintenance framework for ship machinery systems
MF Cheliotis - 2020 - stax.strath.ac.uk
Ship** is a major driving force of the global economy, as seen by the 90% of the volume of
the yearly trade transported by ships. As a result, ship** has a significant financial …
the yearly trade transported by ships. As a result, ship** has a significant financial …