Semi-Supervised Domain-Adversarial Mooring Damage Detection for Floating Offshore Wind Turbines Under Unseen Sea States
The mooring system is the dominant single point of failure on a floating offshore wind turbine, and inspecting it drives much of its operations and maintenance cost. Data-driven damage classifiers could ease that burden, but they are usually trained and tested on one sea-state distribution, so accuracy drops for the se...