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Machine-learning-based state estimation and predictive control of nonlinear processes

Mohammed S. Alhajeri, Zhe Wu, David Rincón, Fahad Albalawi, Panagiotis D. Christofides

2021Process Safety and Environmental Protection45 citationsDOIOpen Access PDF

Topics & Concepts

EstimatorArtificial neural networkControl engineeringProcess (computing)Nonlinear systemControl theory (sociology)Machine learningProcess stateComputer scienceState (computer science)State observerObserver (physics)Model predictive controlChemical processArtificial intelligenceController (irrigation)EngineeringControl (management)AlgorithmMathematicsAgronomyQuantum mechanicsChemical engineeringStatisticsOperating systemPhysicsBiologyFault Detection and Control SystemsAdvanced Control Systems OptimizationControl Systems and Identification
Machine-learning-based state estimation and predictive control of nonlinear processes | Litcius