Search Results for author: T. J. Rogers

Found 2 papers, 0 papers with code

Physically Meaningful Uncertainty Quantification in Probabilistic Wind Turbine Power Curve Models as a Damage Sensitive Feature

no code implementations30 Sep 2022 J. H. Mclean, M. R. Jones, B. J. O'Connell, A. E Maguire, T. J. Rogers

Many probabilistic power curve models have a key limitation in that they are not physically meaningful - they return mean and uncertainty predictions outside of what is physically possible (the maximum and minimum power outputs of the wind turbine).

Gaussian Processes Structural Health Monitoring +1

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