Nonlinear generalized predictive controller based on ensemble of NARX models for industrial gas turbine engine

Keyphrases

• Gas Turbine Engine 100%
• Nonlinear Generalized Predictive Control 100%
• Generalized Predictive Control 100%
• NARX Model 100%
• Industrial Gas Turbine 100%
• Controller 85%
• Nonlinear Model 85%
• Predictive Controller 71%
• Neural Network 57%
• Optimization Problem 28%
• Neural Network Model 28%
• Multi-output 28%
• Min-Max Controller 28%
• Oscillatory Activity 14%
• Siemens 14%
• Optimization Algorithm 14%
• Time Application 14%
• Control Actions 14%
• Fast Response 14%
• Output Response 14%
• Power Generation 14%
• Control Mode 14%
• Quadratic Optimization Problem 14%
• Load Disturbance 14%
• Fast Simulation 14%
• Sampling Time 14%
• Linear Optimization Problem 14%
• Rapid Optimization 14%
• Nonlinear Autoregressive Network with Exogenous Inputs 14%
• Hildreth's Quadratic Programming 14%
• Controller Optimization 14%
• Reliable Optimization 14%
• Instantaneous Linearization 14%
• Sampling Step 14%
• Spool 14%
• Free Response 14%
• Control Requirements 14%
• Forced Response 14%
• Predictive Control Algorithm 14%
• Electric Load 14%
• Aeroderivative Gas Turbine 14%
• Multi-input Single-output 14%
• Process Output 14%
• Quadratic Programming Algorithm 14%

Engineering

• Predictive Control 100%
• Gas Turbine Engine 100%
• Industrial Gas Turbine 100%
• Nonlinear Model 85%
• Optimisation Problem 57%
• Network Model 28%
• Multi-Input Multi-Output 28%
• Constrainedness 28%
• Limitations 14%
• Simulation Result 14%
• Control Algorithm 14%
• Siemens 14%
• Single Output 14%
• Power Generation 14%
• Control Action 14%
• Fast Response 14%
• Output Response 14%
• Input Multi 14%
• Mode Control 14%
• Sampling Time 14%
• Process Output 14%
• Force Response 14%
• Derivative Gas Turbine 14%
• Oscillatory Behavior 14%
• Free Response 14%
• Sampling Step 14%
• Electric Loads 14%
• Base Model 14%