A hybrid prognostic methodology for tidal turbine gearboxes
Journal article
Elasha, F, Mba, D, Togneri, M, Masters, I and Teixeira, JA (2017). A hybrid prognostic methodology for tidal turbine gearboxes. Renewable Energy. 114, pp. 1051-1061. https://doi.org/10.1016/j.renene.2017.07.093
| Authors | Elasha, F, Mba, D, Togneri, M, Masters, I and Teixeira, JA |
|---|---|
| Abstract | © 2017 Elsevier Ltd Tidal energy is one of promising solutions for reducing greenhouse gas emissions and it is estimated that 100 TWh of electricity could be produced every year from suitable sites around the world. Although premature gearbox failures have plagued the wind turbine industry, and considerable research efforts continue to address this challenge, tidal turbine gearboxes are expected to experience higher mechanical failure rates given they will experience higher torque and thrust forces. In order to minimize the maintenance cost and prevent unexpected failures there exists a fundamental need for prognostic tools that can reliably estimate the current health and predict the future condition of the gearbox. This paper presents a life assessment methodology for tidal turbine gearboxes which was developed with synthetic data generated using a blade element momentum theory (BEMT) model. The latter has been used extensively for performance and load modelling of tidal turbines. The prognostic model developed was validated using experimental data. |
| Keywords | 0906 Electrical And Electronic Engineering; 0913 Mechanical Engineering; Energy |
| Year | 2017 |
| Journal | Renewable Energy |
| Journal citation | 114, pp. 1051-1061 |
| ISSN | 0960-1481 |
| Digital Object Identifier (DOI) | https://doi.org/10.1016/j.renene.2017.07.093 |
| Publication dates | |
| 24 Jul 2017 | |
| Publication process dates | |
| Deposited | 30 Oct 2018 |
| Accepted | 23 Jul 2017 |
| Publisher's version | License File Access Level Open |
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