Probabilistic surrogate modeling of offshore wind-turbine loads with chained Gaussian processes

Deepali Singh, Richard P. Dwight, Kasper Laugesen +2

Heteroscedastic Gaussian process regression, based on the concept of chained Gaussian processes, is used to build surrogates to predict site-specific loads on an offshore wind turb…