Accelerating nonlinear model predictive control through machine learning
Yannic Vaupel, Nils C. Hamacher, Adrian Caspari, Adel Mhamdi, Ioannis G. Kevrekidis, Alexander Mitsos
Topics & Concepts
InitializationModel predictive controlBenchmark (surveying)Computer scienceArtificial neural networkMathematical optimizationOptimal controlComputational complexity theoryQuadratic programmingSensitivity (control systems)Nonlinear systemControl theory (sociology)Artificial intelligenceMachine learningAlgorithmControl (management)MathematicsEngineeringElectronic engineeringQuantum mechanicsGeodesyGeographyPhysicsProgramming languageAdvanced Control Systems OptimizationFault Detection and Control SystemsProcess Optimization and Integration