Comparative study of structural reliability assessment methods for offshore wind turbine jacket support structures

Abdulhakim Adeoye Shittu, Ali Mehmanparast, Lin Wang, Konstantinos Salonitis, Athanasios Kolios

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)
28 Downloads (Pure)

Abstract

Offshore wind turbines (OWTs) are deployed in harsh environments often characterized by highly stochastic loads and resistance properties, thus necessitating the need for structural reliability assessment (SRA) to account for such uncertainties systematically. In this work, the SRA of an OWT jacket-type support structure is conducted, applying two stochastic methods to predict the safety level of the structure considering various design constraints. The first method refers to a commercial finite element analysis (FEA) package (DesignXplorer© from ANSYS) which employs direct simulations and the six sigma analysis function applying Latin hypercube sampling (LHS) to predict the probability of failure. The second method develops a non-intrusive formulation which maps the response of the structure through a finite number of simulations to develop a response surface, and then employs first-order reliability methods (FORM) to evaluate the reliability index and, subsequently, the probability of failure. In this analysis, five design constraints were considered: stress, fatigue, deformation, buckling, and vibration. The two methods were applied to a baseline 10-MW OWT jacket-type support structure to identify critical components. The results revealed that, for the inherent stochastic conditions, the structural components can safely withstand such conditions, as the reliability index values were found acceptable when compared with allowable values from design standards. The reliability assessment results revealed that the fatigue performance is the design-driving criterion for structural components of OWT support structures. While there was good agreement in the safety index values predicted by both methods, a limitation of the direct simulation method is in its requirement for a prohibitively large number of simulations to estimate the very low probabilities of failure in the deformation and buckling constraint cases. This limitation can be overcome through the non-intrusive formulation presented in this work.
Original languageEnglish
Article number860
Number of pages32
JournalApplied Sciences
Volume10
Issue number3
DOIs
Publication statusPublished - 26 Jan 2020

Keywords

  • stochastic modeling
  • reliability index
  • non-intrusive formulations
  • structural reliability analysis
  • offshore wind structures

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