This talk will be based on an ongoing collaboration with Vestas. The problem of interest is estimation of extreme tower loads on wind turbines using only operational statistics and a simulation tool. The intention is to present the practical problem, discuss how to approach and solve it statistically and, eventually, do some performance checks on real-world data.