Back to Search
Start Over
Complex Decay Prediction of Marine Machinery Using Multilabel SVM.
- Source :
- Journal of Ship Research; Jun2022, Vol. 66 Issue 2, p172-181, 10p
- Publication Year :
- 2022
-
Abstract
- 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 performance of the algorithm, we perform some experiments using a simulation data-set from a real-data validated numerical simulator of a Frigate. In particular, we try to train the model without simultaneous decay data, considering the great difficulty of obtaining simultaneous decay data in practice. The experimental results show that the proposed approach can identify the complex decay modes of the marine propulsion system effectively using only simple decay data in the training process. [ABSTRACT FROM AUTHOR]
- Subjects :
- PROPULSION systems
SUPPORT vector machines
Subjects
Details
- Language :
- English
- ISSN :
- 00224502
- Volume :
- 66
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- Journal of Ship Research
- Publication Type :
- Academic Journal
- Accession number :
- 157425084
- Full Text :
- https://doi.org/10.5957/JOSR.10200052