Fault detection by an ensemble framework of Extreme Gradient Boosting (XGBoost) in the operation of offshore wind turbines
Pavlos Trizoglou, Xiaolei Liu, Zi Lin
Topics & Concepts
SCADAHyperparameterComputer scienceOffshore wind powerArtificial neural networkWind powerHyperparameter optimizationExtreme learning machineGradient boostingFault detection and isolationFeature engineeringMachine learningArtificial intelligenceDeep learningData miningReliability engineeringEngineeringSupport vector machineRandom forestActuatorElectrical engineeringMachine Fault Diagnosis TechniquesEnergy Load and Power ForecastingOil and Gas Production Techniques