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Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes

Zhaoyang Li, Minghao Han, Dat-Nguyen Vo, Xunyuan Yin

2024Computers & Chemical Engineering23 citationsDOI

Topics & Concepts

Model predictive controlNonlinear systemComputer scienceControl theory (sociology)Nonlinear modelControl (management)Control engineeringArtificial intelligenceMachine learningEngineeringPhysicsQuantum mechanicsAdvanced Control Systems OptimizationModel Reduction and Neural NetworksFault Detection and Control Systems
Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes | Litcius