Fuzzy finite element model updating of a laboratory wind turbine blade for structural modification detection
| Autor: | Piotr Omenzetter, Heather Turnbull |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Engineering
Turbine blade business.industry Modal analysis 020208 electrical & electronic engineering 02 engineering and technology General Medicine Structural engineering Turbine Fuzzy logic Finite element method law.invention 020303 mechanical engineering & transports 0203 mechanical engineering law 0202 electrical engineering electronic engineering information engineering Measurement uncertainty Fuzzy number Structural health monitoring business |
| Zdroj: | Procedia Engineering. 199:2274-2281 |
| ISSN: | 1877-7058 |
| Popis: | Wind turbine blades are a key structural component of the wind turbine and are crucial to efficient energy generation. The consequences of blade failure can be very expensive or even catastrophic and therefore a means of continuously monitoring the blades to determine their condition will provide substantial benefits. In this research, a novel application of Fuzzy Finite Element Model Updating (FFEMU) to wind turbine blades for their structural health assessment is demonstrated. Experimental frequencies obtained from modal analysis on a small-scale wind turbine blade were described by fuzzy numbers to model measurement uncertainty. Structural modification, intended to be in lieu of damage, was simulated experimentally in a non-destructive way through addition of a small mass to the blade trailing edge, inducing a structural change. A numerical model was constructed with the added mass parameters in several locations considered as updating parameters. Analyses were run with varying extents of the modification to obtain objective function values and fuzzy updated parameters were constructed that minimized the objective function. This methodology was able to successfully identify the location and extent of modification. |
| Databáze: | OpenAIRE |
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