Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Yanghui Tan"'
Publikováno v:
IEEE Access, Vol 8, Pp 180967-180976 (2020)
Most rolling element bearing (REB) fault diagnosis algorithms are evaluated on the Case Western Reserve University (CWRU) bearing dataset for its popularity and simplicity. However, the diagnosis accuracy on CWRU bearing dataset is overly saturated;
Externí odkaz:
https://doaj.org/article/52a0b7470d2c4b7995a79da4ad68418e
Autor:
Yanghui Tan1, Hui Tian1, Feixiang Xu1, Dingyu Jiang2, Ruizheng Jiang1, Yejin Lin1, Jundong Zhang1 zhjundongpaper@163.com
Publikováno v:
Journal of Ship Research. Jun2022, Vol. 66 Issue 2, p172-181. 10p.
Publikováno v:
Journal of Ship Research. 66:172-181
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 us
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9ce0758afb7c01a2aa221f71ca6aa055
https://doi.org/10.5957/josr.10200052
https://doi.org/10.5957/josr.10200052
Publikováno v:
Ships and Offshore Structures. 16:546-556
Machine learning is an effective way to realise the condition monitoring of marine machinery. However, it is challenging to realise this purpose based on supervised learning in practice due to the ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::41c895aa3f579436c4e9d88964f2ae4b
https://doi.org/10.1080/17445302.2020.1747750
https://doi.org/10.1080/17445302.2020.1747750
Publikováno v:
IEEE Systems, Man, and Cybernetics Magazine. 6:46-51
Simulation technology has been used to train marine engineers for decades. However, traditional marine-engine training systems (METSs) possess low immersion levels that seriously limit their effect. To overcome this problem, we developed a head-mount
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c8883e8a71fb2db29d3807a938427aa9
https://doi.org/10.1109/msmc.2019.2948654
https://doi.org/10.1109/msmc.2019.2948654
Publikováno v:
2021 5th International Conference on Vision, Image and Signal Processing (ICVISP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fbead01c1e6d2ac9cc730eb8fd23ed82
https://doi.org/10.1109/icvisp54630.2021.00032
https://doi.org/10.1109/icvisp54630.2021.00032
Publikováno v:
2021 International Symposium on Computer Science and Intelligent Controls (ISCSIC).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c449abb15fc00167ac105d4ae133044f
https://doi.org/10.1109/iscsic54682.2021.00050
https://doi.org/10.1109/iscsic54682.2021.00050
Multi-label classification for simultaneous fault diagnosis of marine machinery: A comparative study
Publikováno v:
Ocean Engineering. 239:109723
Fault diagnosis of marine machinery is of utmost importance in modern ships. The widely used machine learning techniques have made it possible to realize intelligent diagnosis by using large amounts of sensory data. However, the detection of simultan
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d4631353b8f9780b347ba0f8a639259a
https://doi.org/10.1016/j.oceaneng.2021.109723
https://doi.org/10.1016/j.oceaneng.2021.109723
Publikováno v:
Ocean Engineering. 201:107174
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 maintenance. Intelligent condition monitoring is the key to achieve condition b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1d4a7cab26e6af6d8e9603de9887b16c
https://doi.org/10.1016/j.oceaneng.2020.107174
https://doi.org/10.1016/j.oceaneng.2020.107174
Publikováno v:
Ocean Engineering. 193:106592
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 shown that condition-based maintenance can minimize maintenance cost
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b4ff1387369c69f7b0c00cd959aebc62
https://doi.org/10.1016/j.oceaneng.2019.106592
https://doi.org/10.1016/j.oceaneng.2019.106592