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Physics-informed machine learning modeling for predictive control using noisy data

Mohammed S. Alhajeri, Fahim Abdullah, Zhe Wu, Panagiotis D. Christofides

2022Process Safety and Environmental Protection51 citationsDOIOpen Access PDF

Topics & Concepts

Gaussian processController (irrigation)Computer scienceMachine learningNoise (video)Artificial neural networkDropout (neural networks)Recurrent neural networkModel predictive controlArtificial intelligenceControl theory (sociology)GaussianControl (management)PhysicsImage (mathematics)BiologyQuantum mechanicsAgronomyFault Detection and Control SystemsAdvanced Control Systems OptimizationControl Systems and Identification
Physics-informed machine learning modeling for predictive control using noisy data | Litcius