Projects per year
The application of reliability-based design optimization (RBDO) methods to offshore wind turbine systems is highly relevant regarding economic efficiency and for considering prevailing uncertainties within the design process. Furthermore, RBDO is a very promising approach in optimizing systems when classification and standardization are not fully available. The level of difficulty of design optimization already increases when including the reliability aspect, but becomes even more challenging when dealing with the highly complex system of floating wind turbines (FWTs), which has not yet been applied. Thus, this paper presents for the first time an integrated framework for RBDO of FWTs, combining concepts of optimization with reliability-based design and advanced modeling, requiring reasonable computational effort and time expenditure. In preprocessing, environmental conditions, limit states, and uncertainties are specified, an appropriate reliability assessment approach is elaborated, and response surfaces for various system geometries in the optimization design space are generated ahead of the RBDO execution. These are finally used by means of an interpolation approach for the reliability calculation integrated in the iterative design optimization. On the example of a spar-buoy FWT system, the application of the presented methodology and the feasibility of coupling FWT design optimization with reliability assessment are shown.
|Number of pages||19|
|Journal||Reliability Engineering and System Safety|
|Early online date||8 Apr 2021|
|Publication status||Published - 30 Sept 2021|
- reliability-based design optimization (RBDO)
- floating wind turbines (FWTs)
- Monte Carlo simulation (MCS)
- response surface
- reliability index
- quadratic regression analysis
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- 1 Finished
REMS EPSRC Centre for Doctoral Training in Renewable Energy Marine Structures
Brennan, F. & Mehmanparast, A.
EPSRC (Engineering and Physical Sciences Research Council)
1/06/18 → 31/10/22
Project: Research - Studentship