Reducing Plant-Model Mismatch for Economic Model Predictive Control of Wind Turbine Fatigue by a Data-Driven Approach

Keyphrases

• Reduced Order Model 100%
• Data-driven Approach 100%
• Wind Turbine Control 100%
• Wind Turbine Fatigue 100%
• Economic Model Predictive Control 100%
• Model Mismatch 100%
• Nonlinear Model Predictive Controller 80%
• Controller 40%
• Closed-loop 20%
• Neural Network 20%
• Performance Improvement 20%
• Internal Model 20%
• Model Predictive Control 20%
• Wind Turbine 20%
• Power Generation 20%
• State Prediction 20%
• Fatigue Damage 20%
• High Torque 20%
• Onshore Wind Turbine 20%
• Maximize Profit 20%
• Rainflow Counting 20%
• Low pitch 20%
• Cyclic Fatigue 20%
• Counting Approach 20%
• OpenFAST 20%
• Damage Costs 20%
• Economic Profit 20%
• Model Augmentation 20%
• Adaptive Element 20%
• Tower Fatigue 20%
• Adaptive Internal Model 20%

Engineering

• Reduced Order Model 100%
• Economic Model Predictive Control 100%
• Compressed Air Motors 100%
• Nonlinear Model 80%
• Internals 40%
• Closed Loop 20%
• Predictive Control Model 20%
• Power Generation 20%
• Fatigue Damage 20%
• Onshore Wind 20%
• Rainflow Counting 20%
• Cyclic Fatigue 20%
• Damage Cost 20%